EP1789798A2 - Markers for autoimmune disease detection - Google Patents

Markers for autoimmune disease detection

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Publication number
EP1789798A2
EP1789798A2 EP05786543A EP05786543A EP1789798A2 EP 1789798 A2 EP1789798 A2 EP 1789798A2 EP 05786543 A EP05786543 A EP 05786543A EP 05786543 A EP05786543 A EP 05786543A EP 1789798 A2 EP1789798 A2 EP 1789798A2
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EP
European Patent Office
Prior art keywords
genes
lupus
score score
score
patients
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EP05786543A
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German (de)
French (fr)
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EP1789798A4 (en
Inventor
Debra A. Barnes
Adam Dempsey
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Xceed Molecular Corp
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Xceed Molecular Corp
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Publication of EP1789798A2 publication Critical patent/EP1789798A2/en
Publication of EP1789798A4 publication Critical patent/EP1789798A4/en
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    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N33/00Investigating or analysing materials by specific methods not covered by groups G01N1/00 - G01N31/00
    • G01N33/48Biological material, e.g. blood, urine; Haemocytometers
    • G01N33/50Chemical analysis of biological material, e.g. blood, urine; Testing involving biospecific ligand binding methods; Immunological testing
    • G01N33/53Immunoassay; Biospecific binding assay; Materials therefor
    • G01N33/564Immunoassay; Biospecific binding assay; Materials therefor for pre-existing immune complex or autoimmune disease, i.e. systemic lupus erythematosus, rheumatoid arthritis, multiple sclerosis, rheumatoid factors or complement components C1-C9
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q1/00Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions
    • C12Q1/68Measuring or testing processes involving enzymes, nucleic acids or microorganisms; Compositions therefor; Processes of preparing such compositions involving nucleic acids
    • C12Q1/6876Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes
    • C12Q1/6883Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for diseases caused by alterations of genetic material
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/136Screening for pharmacological compounds
    • CCHEMISTRY; METALLURGY
    • C12BIOCHEMISTRY; BEER; SPIRITS; WINE; VINEGAR; MICROBIOLOGY; ENZYMOLOGY; MUTATION OR GENETIC ENGINEERING
    • C12QMEASURING OR TESTING PROCESSES INVOLVING ENZYMES, NUCLEIC ACIDS OR MICROORGANISMS; COMPOSITIONS OR TEST PAPERS THEREFOR; PROCESSES OF PREPARING SUCH COMPOSITIONS; CONDITION-RESPONSIVE CONTROL IN MICROBIOLOGICAL OR ENZYMOLOGICAL PROCESSES
    • C12Q2600/00Oligonucleotides characterized by their use
    • C12Q2600/158Expression markers
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2800/00Detection or diagnosis of diseases
    • G01N2800/10Musculoskeletal or connective tissue disorders
    • G01N2800/101Diffuse connective tissue disease, e.g. Sjögren, Wegener's granulomatosis
    • G01N2800/104Lupus erythematosus [SLE]
    • GPHYSICS
    • G01MEASURING; TESTING
    • G01NINVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
    • G01N2800/00Detection or diagnosis of diseases
    • G01N2800/32Cardiovascular disorders
    • G01N2800/328Vasculitis, i.e. inflammation of blood vessels
    • YGENERAL TAGGING OF NEW TECHNOLOGICAL DEVELOPMENTS; GENERAL TAGGING OF CROSS-SECTIONAL TECHNOLOGIES SPANNING OVER SEVERAL SECTIONS OF THE IPC; TECHNICAL SUBJECTS COVERED BY FORMER USPC CROSS-REFERENCE ART COLLECTIONS [XRACs] AND DIGESTS
    • Y02TECHNOLOGIES OR APPLICATIONS FOR MITIGATION OR ADAPTATION AGAINST CLIMATE CHANGE
    • Y02ATECHNOLOGIES FOR ADAPTATION TO CLIMATE CHANGE
    • Y02A90/00Technologies having an indirect contribution to adaptation to climate change
    • Y02A90/10Information and communication technologies [ICT] supporting adaptation to climate change, e.g. for weather forecasting or climate simulation

Definitions

  • the present invention relates to newly identified gene sets and their expression patterns and uses of the expression patterns in screening for and classifying autoimmune diseases.
  • systemic lupus erythematosus is known as a chronic, inflammatory autoimmune disease characterized by dysregulation of the immune system resulting in the production of antinuclear antibodies, the generation of circulating immune complexes, and the activation of the complement system.
  • the immune complexes build up in the tissues and joints causing inflammation, and degradation to both joints and tissues.
  • the body's immune system normally makes proteins called antibodies to protect the body against viruses, bacteria and other foreign materials (collectively referred to as antigens).
  • an autoimmune disorder such as SLE
  • the immune system loses its ability to tell the difference between foreign or non-self antigens and its own cells and tissues.
  • the immune system then makes antibodies directed against itself.
  • These antibodies called “auto-antibodies,” react with the "self autoantigens” to form immune complexes, which build up in the tissues, causing inflammation, injury to tissues, and pain.
  • Hargraves' discovery has enabled physicians to identify many more cases of SLE by using a simple blood test. The test is only positive, however, in about half of SLE patients and is no longer used routinely. Since 1954, the various unusual antibodies found to be associated with SLE have been used to study the disease. The above difficulty in identifying the disease, and those afflicted with it, has led to an effort to use the presence of these antibodies as a tool to diagnose the disease. However, the presence of these antibodies may be the result of factors other than SLE, and to date no single autoantibody has been found to be universal to all individuals with SLE.
  • U.S. Patent No. 6,177,254 to Rattner et al. discloses a nucleolus protein, named ASE-I, that has been found to be a reliable serum marker for SLE in 22% of patients.
  • the screening can be done using an ELISA assay, western blot techniques, or by binding the antigen to microspheres and identifying reactive sera by flow cytometry.
  • ASE-I has a molecular weight of about 55kDa and localizes to the nucleolus organizer regions of the chromosome during cell division.
  • U.S. Patent No. 6,280,941 to Tsao et al. discloses a genetic testing method for diagnosing SLE.
  • the method is related to amplifying nucleic acids from human tissue samples and analyzing for a variant allele of a gene encoding poly(ADP- ribosyl)transferase expression (PARP), which is diagnostic of SLE or indicates a genetic predisposition for developing SLE.
  • PARP poly(ADP- ribosyl)transferase expression
  • Also disclosed are useful oligonucleotide primers, primer sets and genetic testing kits for detecting a genetic predisposition for developing SLE.
  • U.S. Patent Application Publication No. 2004/0033498 to Behrens et al. discloses methods and materials involved in diagnosing SLE, diagnosing severe SLE, and assessing a mammal's susceptibility to develop severe SLE.
  • the application provides nucleic acid arrays that can be used to diagnose SLE but only in comparison with healthy individuals. Behrens does not distinguish or diagnose SLE specifically in comparison with other autoimmune diseases because such patient populations were not examined.
  • the application discloses a set of genes that are differentially expressed between SLE patients and healthy individuals. Further, the application discloses a set of fourteen genes that mark a predisposition to develop severe SLE or SLE-AIP (SLE accompanied by the activation of an interferon pathway).
  • This application also provides data from gene expression analysis of only isolated from peripheral blood mononuclear cells. The sample material of only one cell type may critically skew the expression level analysis.
  • the invention also provides methods for screening patients for SLE and WG.
  • the invention provides a method for differential diagnosis of SLE from other autoimmune diseases. The method can also be used to determine the severety of the disease.
  • the invention provides methods of classifying SLE and WG based on specific gene expression signatures or expression profiles using the discovered genes.
  • disease activity of WG and SLE has been measured either by the Birmingham Vasculitis Activity Score (BVAS) (Luqmani RA, Bacon, PA, Moots RJ, Janssen BA, Pall A, Emery P, Savage C, Adu, D. Birmingham Vasculitis Activity Score (BVAS) in systemic necrotizing vasculitis, QJM 1994;87(ll):671-8) for WG patients or SLE Disease Activity Index (SLEDAI) (Bombardier C, Gladman DD, Urowitz MB, Caron D, Chang CH.
  • BVAS Birmingham Vasculitis Activity Score
  • SLEDAI SLE Disease Activity Index
  • the present invention is based upon the discovery that expression of a defined set of genes is changed in biological samples from patients affected with different autoimmune diseases as compared to non-autoimmune diseases and even other autoimmune disease, such as SLE, WG, and RA and that detection of the expression profile of these genes provides a tool to screen for, diagnose, and also classify the disease activity of these autoimmune diseases.
  • the group of 1645 genes is set forth in Table 6.
  • the probe ID numbers in column 1 are from the June 2005 annotated Affymetrix Ul 33 +2 Gene Set.
  • the “scores” presented in columns 4-7 refer to a difference from an "average score” (centroid score) of all the measured samples in the four phenotype group (all-sample score), including healthy, SLE, RA, and WG samples, that was set to 0.
  • the difference towards positive from 0 score indicates that the expression of the corresponding gene is increased in the group when compared to the all- sample "average”.
  • the difference towards negative from 0 score indicates that the expression of the corresponding gene is decreased when compared to all-sample "average.” Accordingly, a gene that gives a well varied score for all the four groups is indicative of a gene useful in differentiating these four phenotypes based on the gene's expression profile.
  • Columns 8 and 9 in Table 6, represent scores differentiating SLE samples from average of all other samples (non-SLE samples). Accordingly, a difference in the score between SLE and "other 3" of about 0.1 or greater, alternatively about 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0 or even greater, is indicative of that gene being a good marker in differentiating between SLE and non-SLE samples. Accordingly a skilled artisan can easily select a smaller gene set for diagnostic and/or screening purposes.
  • Columns 10 and 11 in Table 6, represent scores differentiating SLE samples from WG samples. Accordingly, a difference in the score between SLE and WG samples of about 0.1 or greater, alternatively about 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0 or even greater, is indicative of that gene being a good marker in differentiating between SLE and WG samples.
  • the disease-specific gene expression signatures of the present invention provide substantially improved diagnostic power as compared to other methods that have been used in an attempt to diagnose autoimmune diseases such as SLE and WG.
  • the invention also provides a gene transcript groups the expression of which can differentiate between SLE and other autoimmune diseases such as rheumatoid arthritis (RA) and WG. Accordingly, we have identified a master gene set and several gene sub-sets that allow creation of diagnostic tools, such as diagnostic kits, diagnostic bead sets and diagnostic nucleic acid arrays, for autoimmune diseases.
  • diagnostic tools such as diagnostic kits, diagnostic bead sets and diagnostic nucleic acid arrays
  • a cut-off score difference between the expression of gene in one group such as SLE, see e.g. col 8, Table 6) and another group (such as the average or centroid score measured in a sample group consisting of healthy, WG and RA samples, see e.g. col.
  • Table 6 of about 0.1 or over, 0.2 or over, 0.3 or over, 0.4 or over, 0.5 or over, 0.6 or over, 0.7 or over, 0.8 or over, 0.9 or over, 1.0 or over, 1.1 or over, 1.2 or over, 1.3 or over, 1.4 or over, 1.5 or over, 1.6 or over, 1.7 or over, 1.8 or over, 1.9 or over, 2.0 or over as presented in Table 6 can be used to select a smalle sub-group of genes that can differentiate between samples from individuals with an autoimmune disease phenotype and samples between individuals with non-autoimmune disease phenotypes (normal, or control or healthy samples).
  • Transcription profile of fewer than 1645 preferably fewer than about 279, alternatively fewer than about 279-200, alternatively fewer than about 200-150, alternatively fewer than about 150-125, alternatively fewer than about 125-100, alternatively fewer than about 100-90, alternatively fewer than about 90-80, alternatively fewer than about 80-70, alternatively fewer than about 70-60, alternatively fewer than about 60-50, alternatively fewer than about 50-40, alternatively fewer than about 40-30, alternatively fewer than about 30-25, alternatively fewer than about 25-20, alternatively fewer than about 20-15, alternatively fewer than about 15-10, alternatively fewer than about 10-6, alternatively fewer than about 5 genes selected from the 1645 genes are used in diagnostic applications.
  • even analysis of expression of individual genes selected from the group of 1645 genes can be used in the diagnosis of the autoimmune diseases, particularly differentiating individuals with SLE, WG, RA and individuals with no autoimmune disease. In other embodiments, it may be preferable to analyze a larger gene set. In some embodiments, it may be preferable to analyze the expression of fewer genes. So, for example, if a two or more genes are selected from the interferon gene family or interferon inducible genes, also included can be, for example, genes that are not inducible by interferon. Such genes can be readily identified from the list of 1645 genesin Table 6 by a skilled artisan based on the score values provided in Table 6 and explained in more detail above.
  • Table 6 provides the set of 1645 genes and the corresponding scores the difference of which from the centroid value 0 indicate how useful they are in the diagnosis of any particular condition. Expression of any of these genes, any combination of these genes or all of these genes can be used in diagnostic methods according to this invention. Typically, in a diagnostic kit or array or bead set, one also uses also at least one, or more housekeeping genes as internal controls.
  • the genes are considered differentially expressed between the groups if the fold-change difference is > 1.8 and the p-value, as determined by a Welch's t-test, is ⁇ 0.01.
  • Table 7 provides the set or group of 279 genes the expression profile of which can differentiate between all four analyzed phenotypes: SLE, WG, RA and healthy individuals. Accordingly, one can select 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30-40, 40- 50, 50-100, 100-200, or up to 279 genes from this group to diagnose and /or screen for an individual for an autoimmune disease.
  • the genes can also be used to correctly classify the autoimmune disease in an individual as WG, SLE or RA based on the expression differences of thr genes from the all-sample average (0) as shown, for example, in Table 6, columns 4-7.
  • Table 1 provides 147 genes that are differentially expressed in SLE and non- SLE samples. The expression of these genes in SLE is increased as compared to non- SLE samples (including healthy individuals, individuals affected with RA and individuals affected with WG). Accordingly, one can select 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30- 40, 40-50, 50-100 or up to 147 genes from this group to diagnose an individual as having an autoimmune disease, as well as correctly classifying the autoimmune disease to WG, SLE or RA.
  • Table 4 provides 105 genes from which one can select 1 , 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30-40, 40-50, 50-100 or up to 105 that can be used as an alternative powerful set of genes the expression of these genes in SLE is increased as compared to non-SLE samples.
  • Table 8 provides 28 genes from which one can select to measure the expression of 1, 2, 3, 4, 5, 6, 7, ,8 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, or all 28, the expression changes of which can be used to differentiate SLE from other autoimmune samples as well as from normal samples.
  • the differential expression of the identified sets of genes provides a picture of disease activity.
  • the classification scores at Table 6 that are positive in individuals with a particular phenotype and negative in others are upregulated in that phenotype relative to other sample groups.
  • the classification scores at Table 6 that are negative in individuals with a particular phenotype positive in others are downregulated in that phenotype relative to other sample groups. Accordingly, one can readily select sub-groups from Table 6 based on the scores. The bigger the difference in the score, the better the expression change of that gene differentiates that phenotype from the other phenotypes.
  • the same gene set can also be used in monitoring disease activity, for example in response to treatment methods, such as pharmaceuticals and other therapies, including dietary interventions, herbal therapies, acupuncture, and mind-body relaxation techniques, such as meditation or hypnosis to control the autoimmune diseases.
  • Treatment methods such as pharmaceuticals and other therapies, including dietary interventions, herbal therapies, acupuncture, and mind-body relaxation techniques, such as meditation or hypnosis to control the autoimmune diseases.
  • Monitoring the gene expression profiles provided by the present invention also provides a way to assess effectiveness in clinical trials of new therapeutic interventions, such as pharmaceuticals to autoimmune diseases, such as SLE and WG. Accordingly, the invention provides methods for these described purposes.
  • Tables 1OA and 1OB provide gene sets the expression of which correlates with WG activity.
  • Tables 1OA and 1OB provide gene sets the expression of which correlates with WG activity.
  • the increased expression of the 33 genes in WG samples presented in Table 1OA was all associated with increased BVAS score, i.e. increased WG disease activity.
  • the decreased expression of the 61 genes presented in Table 1OB was also associated with increased BVAS score. Accordingly, measuring the expression of these genes in a patient affected with WG can classify these patients according the disease activity.
  • SLE patients can be classified intoat least two different groups based on the analysis of the 1645 genes.
  • Table 13 summarizes the data from 659 gene probes representing 279 genes that were able to classify individuals into SLE patients who also express higher levels of anti-ds-DNA antibodies, and thus have more active SLE disease, and SLE patients who have low levels or no anti-ds-DNA antibodies, and thus have less active disease, and healthy individuals, with no SLE. Expression was measured from whole blood sample.
  • Table 15 provides 186 genes (368 probes), a subset of the 279 genes of Table 13, which provides a more powerful set of genes the expression of which is most variable between the two above-mentioned SLE groups (anti-ds-DNA+ and anti-ds-DNA- groups) and can therefore best differentiate the two SLE classes with different disease activity.
  • Table 14 provides the results from the expression measurements and their comparisons between healthy and SLE patients.
  • the expression of the 69 genes represented by the 88 probes were able to differentiate SLE patients from healthy controls when expression was measured from whole blood.
  • Table 16 provides a sub-group of 53 genes, of the 69 genes of Table 14, the expression profile of which can be used to differentiate individuals into SLE, WG, RA and healthy phenotypes.
  • Table 17 provides a sub-set of 211 genes from the 1645 genes, the expression profile of which is corrected by gender (by moving male samples from the controls, to remove the female/male differences because all the SLE patient samples were female). Changes in the xpression profile of any of measured 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, 100-200, 200-277, genes of the 277 genes can provide a diagnosis of SLE for a patient having autoimmune disease symptoms or can be used to screen SLE patients from a population.
  • the disease-specific gene expression signatures of the present invention provide substantially improved diagnostic power as compared to other methods that have been used in an attempt to diagnose autoimmune diseases such as SLE and WG.
  • analysis of the gene group of 279 genes of the 1645 in a biological sample from an individual, can result in a correct disease classification of the patient in about or over 60%, preferably over 75%, still more preferably over 77%, still more preferably over 78%, more preferably over 79%, more preferably over 80%, more preferably over 81%, more preferably over 82%, more preferably over 83%, more preferably over 84%, more preferably over 85%, more preferably over 86%, more preferably over 87%, still more preferably over 88%, still more preferably over 89%, still more preferably over 90% or even higher into groups of SLE, RA, WG or normal.
  • the diagnostic accuracy typically depends on the genetic background of the population that the individual belongs.
  • the present invention provides a powerful new tool to help in early diagnosis of these autoimmune diseases as well as tools for disease monitoring and monitoring of effects of new therapeutic interventions. Monitoring clinical trials of new autoimmune disease drugs can thus be vastly improved by the expression profiles of the present invention.
  • the present invention further provides a gene chip, or gene bead selection for the detection of autoimmune diseases, particularly for the diagnosis if SLE and WG, and classification of SLE and WG based on the disease activity.
  • the chip comprises probes for specifically binding with a selection of 1 to about 1645 sequences selected from Table 6.
  • Preferably the chip or the bead selection has fewer than 1645 genes. For each disease, as described in Table 6, one can select the best probe combination based on the score difference between the specific phenotype and the other phenotypes.
  • genes selected from Table 7 represent one preferred group of 279 genes the transcription of which is particularly useful in classification, screening and diagnosis of autoimmune diseases, such as SLE, WG, and RA.
  • Genes selected from Table 1 represent one alternative group of 147 genes the transcription of which is particularly useful in diagnosis of SLE.
  • Genes selected from Table 8 represent another alternative group of 28 genes the transcription of which is particularly useful in diagnosis of SLE.
  • the group of 6 top genes from Table 8 provide another alternative group of genes the transcription of which is useful in diagnosing SLE.
  • the control can be, for example, a mean expression of that gene in a group of healthy individuals when comparing SLE to non-SLE samples; mean expression in a group of RA, WG, and healthy individuals when comparing SLE to non-SLE samples; mean expression of the gene in any of the groups RA patients, WG patient or other autoimmune patients, when comparing SLE to non-SLE samples.
  • the SLE kidney-disease specific gene group is presented in Figure 4, and includes Intercellular adhesion molecule 2; Interferon induced with helicase C domain 1; Hypothetical protein FLJ38348; Hect domain and RLD 5; Hypothetical protein FLJ20035; Interferon-induced protein with tetratricopeptide repeats 1; Epithelial stromal interaction 1 breast; Zinc finger CCCH type domain containing 1 ; Interferon regulatory factor 7; Viperin; XIAP associated factor-1; Hect domain and RLD 6; Myxovirus influenza virus resistance 2 mouse; Interferon-induced protein 44; Chromosome 1 open reading frame 29; Myxovirus influenza virus resistance 1; Interferon alpha-inducible protein clone IFI- 15K; Interferon alpha-inducible protein clone IFI-6-16; Interferon alpha-inducible protein 27; Bone marrow stromal cell antigen 2; Hypothetical protein LOC 129607; Le
  • the invention also provides a group of genes for analyzing the disease activity in WG. For example, we found that change in the expression of certain of the 1645 genes was in linear correlation with the BVAS score. The score in Table 6 is positive if change is increased expression, and negative, if change is discreased expression as compared to the centroid score, which is zero. Centroid score represents roughly an average of epression in the entire group. For example, in columns 4-7, Table 6, the entire group "average" is determined by measuring expression of the gene in samples from all the analyzed phenotypes, and each individual class of individuals (SLE, WG, RA and healthy) is scored against the average.
  • One particular group of genes the expression of which linearly correlate with patient BVAS score consists of Serine hydroxymethyltransferase 2 mitochondrial; Lactate dehydrogenase B; Brix domain containing 1; Pyrophosphatase inorganic; Serine hydroxyltransferase 2 mitochondrial; Killer cell lectin-like receptor subfamily D, member 1; Hypothetical protein FLJ20315; Autism susceptibility candidate 2; Interleukin 7 receptor; LDL receptor adaptor protein; Chromosome 16 open reading frame 3; MEL- Like 2 chicken; T cell receptor alpha chain; T Cell receptor alpha locus; B-CeIl CLL/lymphoma HB zinc finger protein; IL2-inducible I-cell kinase; IDP-ribosylation factor-like 1; Mannosidase, alpha, class 1C, member 1; Bridging Integrator 1; Actin- binding LIM protein 1; Nuclear factor of activated T-cells, calcineuria-dependent 2
  • a group of 33 genes are used in determining the disease activity of WG, wherein the increased expression is indicative of higher BVAS score and therefore higher disease activity, the genes selected from the group consisting of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-33 of the genes in Table 1OA.
  • a group of 61 genes are used in determining the disease activity of WG, wherein the decreased expression is indicative of higher BVAS score and therefore higher disease activity, the genes selected from the group consisting of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-61 of the genes in Table 1OB.
  • a combination of genes with increased and decreased expression are used in determining the WG disease activity, the genes selected from the Tables 1OA and 1OB. Any of these genes combination may be used. Preferably at least 5 genes or more are analyzed.
  • the present invention further provides methods for distinguishing between SLE and other autoimmune diseases, such as WG, and Rlieumatoid Arthritis.
  • the methods comprise detecting the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 1645 gene products selected from the group consisting of gene products of Table 6, and correlating the expression pattern with SLE, or the other rheumatic autoimmune diseases.
  • 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 279 of the gene group presented in Table 7 are used.
  • 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 147 of the gene group presented in Table 1 are used.
  • the group of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 105 gene described in Table 4 are used.
  • 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, and up to 46 genes of SLE kidney specific group as described above are used (see, also Figure 4).
  • the present invention further provides methods for monitoring the treatment of a patient with SLE.
  • the methods comprise administering the treatment, such as a pharmaceutical composition to the patient, obtaining a biological sample from the patient, and measuring the expression in the cells of the sample of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 1645 gene products selected from the group consisting of gene products as presented in Table 6, Table 7, Table 8, Table 14, Table 15, Table 16, and Table 17, and determining whether the treatment results in partial or complete normalization of the expression profile thereby indicating that the treatment has had a clinical effect on the phenotype.
  • the present invention further provides methods for screening for an agent capable of modulating the onset or progression of SLE.
  • the methods comprise exposing a cell, for example, a cell isolated from an individual affected with SLE, to the agent, measuring expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 or up to about 1645 gene products selected from the group consisting of gene products of Tables 6, 7, 8, 1OA, 1OB, 13, 14,
  • the present invention further provides methods for detecting drug induced SLE.
  • the methods comprise taking a biological sample from an individual exposed to a drug, for example a drug that is known to induce SLE in some individuals, or a drug that is suspected of causing SLE in some individuals, and analyzing the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or up to 1645 genes selected from Tables 6, 7, 8, 1OA, 1OB, 13, 14, 15,
  • the method of the invention can be used to follow-up patients on drug therapies, that have been reported or that are suspected to induce SLE. Such follow-up can include taking several samples from the individual using the drug and determining whether the expression pattern of the genes changes. Also, one can determine a baseline expression pattern from a biological sample taken from the individual before she/he has been exposed to the drug and then determine if the expression pattern changes towards the SLE expression pattern during the continued use of the drug. Subtle changes in the expression pattern may be used as a warning sign and as a guide to discontinue use of the drug to prevent induction of drug induced SLE in the individual.
  • the present invention further provides methods for screening for an agent capable of causing SLE.
  • the methods comprise exposing a cell to the agent, measuring the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 or up to gene products selected from Tables 6, 7, 8, 1OA, 1OB, 13, 14, 15, 16, and 17, and comparing the expression pattern of the genes to a SLE or non-SLE expression pattern as provided by the scores in Table 6, wherein the expression pattern similar to a non-SLE sample, is indicative of agent that does not likely induce SLE, and wherein expression pattern similar to SLE-sample pattern is indicative of the agent being capable of inducing SLE.
  • the invention provides a method for classifying SLE patients into at least two groups based on the expression level of 279 genes listed in Table 13. We identified three major clusters 1) Healthy control samples, 2) SLE samples with a relatively high IFN-regulated gene signature and 3) SLE samples with a relatively low IFN-regulated gene signature. The group with relatively high IFN-regulated gene signature co-existed with the presence of anti-ds-DNA antibodies, and more active SLE disease. One or more of these genes can therefore now be used to predict SLE flares that are also known to be associated with increased anti-ds-DNA antibodies. Accordingly, the invention also provides a method for predicting SLE flares in SLE patients wherein the expression of one or more of these genes is analyzed and significant increase in the expression is indicative of impending SLE flare.
  • the gene products as recited herein can be RNA and/or proteins, preferably the gene products are RNA.
  • the gene products are RNA.
  • Figure IA shows cross-validation plots of the four sample classes. The results from ten fold cross-validation using nearest shrunken centroid classification performed using the PAM software. The overall misclassification error is reported for each of the four classes (healthy, lupus, RA, and ANCA) at increasing rates of centroid shrinkage (threshold values). The number of genes that significantly contribute to sample classification at each threshold value are indicated at the top of the plot. The vertical arrow indicates a centroid shrinkage threshold value of 3.75.
  • Figure IB shows cross-validation probabilities of each sample within the four sample classes.
  • the probability of belonging to each class centroid is indicated for each of the 153 samples using the top 279 genes (see Legend).
  • a sample was classified to a particular class as determined by the highest probability amongst the four classes.
  • the samples are arranged sequentially by class, as indicated by the header, and each sample-class group is separated by a solid vertical line.
  • a centroid shrinkage threshold of 3.75 identified 279 genes with the following classification rates: healthy 96.4% (27 of 28 samples), SLE 77.8% (56 of 72 samples), RA 23.1% (6 of 26 samples) and ANCA 85.2% (23 of 27 samples).
  • Figure 2 shows classification Probabilities of each SLE and "Other" non-SLE sample.
  • a sample was classified to a particular class as determined by the highest probability amongst the two classes.
  • the samples are arranged sequentially by class, as indicated by the header, and each sample-class group is separated by a solid vertical line.
  • a centroid shrinkage threshold value of 5.4 selected 28 gene features for sample classification Table 4).
  • Figure 3 shows Immune Cell Biology Gene expression that was determined for the SLE classification gene fragments. Expression intensities were converted to log 10 and normalized to the unit standard deviation using the Avadis software. Hierarchical clustering was performed using the Cluster Algorithms described by Eisen followed by visualization of the output using the program Tree View. Data is presented as a heat map where genes with higher expression are shown in reddarker grey and those with lower expression in lighter grey.
  • Figure 3 A Expression analysis of the SLE associated genes across numerous immune cell biology samples from healthy donors. The samples in the white box have been magnified in Figure 3B.
  • Figure 3B A magnified version of the region in 3 A showing expression of the top SLE classification genes in CD4+ T-cells stimulated with either anti-CD3 and anti-CD28 or ICAMl for 72 hours. Also shown are monocytes stimulated with LPS for 8 hours.
  • FIG. 4 shows expression analysis of kidney biopsies. Kidney biopsy material was processed for RNA and subjected to microsample amplification prior to hybridization to Affymetrix Ul 33 chips. The expression of genes differentially expressed in kidney samples was subjected to hierarchical clustering using Eisen 's method. Graphical representation in gene expression changes are shown with lighter grey corresponding to down-regulated and darker grey to up-regulated expression with the maximum intensity corresponding to a change of 0.16 based upon log 10.
  • Figures 5A and 5B show classification for each SLE and healthy control sample.
  • the probability of belonging to each class centroid is indicated for each of the samples in the reference or test data sets.
  • a sample was classified to a particular class as determined by the highest probability amongst the two classes.
  • a solid circle indicates the probability of being an SLE sample, while an unfilled circle indicates the probability of being a healthy control sample.
  • the samples are arranged sequentially by class, as indicated by the header, and each sample-class group is separated by a solid vertical line.
  • a centroid shrinkage threshold value of 4.2 selected 88 gene features for sample classification (Table 12).
  • the present invention provides a gene sets that are subsets of 1645 genes that we discovered were differentially expressed in autoimmune disease patients as.
  • the expression signatures or expression profiles of the identified genes are useful in diagnosis of and screening for autoimmune diseases, particularly in diagnosing systemic lupus erythematosus (SLE) and Wegeners granulomatosis anti-neutrophilic autoantibody (ANCA+) vasculitis (WG), and differentiating them from rheumatoid arthritis (RA) and each other.
  • the invention also provides methods for screening for SLE and WG.
  • the invention provides a method for differential diagnosis of SLE from other autoimmune diseases.
  • the invention provides methods of classifying SLE and WG based on specific gene expression signatures or expression profiles using the discovered genes.
  • the invention is based upon the discovery that expression of a defined set of genes is changed in biological samples from patients affected with different autoimmune diseases as compared to non-autoimmune diseases and even other autoimmune diseases, such as SLE and WG, and that detection of the expression profile of these genes provides a tool to diagnose and screen for these autoimmune diseases.
  • the invention provides a master set of genes consisting of 1645 genes that were found to be differentially expressed in autoimmune diseases as compared to non- autoimmune disease samples.
  • the group of 1645 genes is set forth in Table 6.
  • the increased expression of the identified sets of genes provides a picture of a more or less active disease. Therefore, the same gene set can also be used in monitoring disease activity, for example in response to treatment methods, such as pharmaceuticals and other therapies, including dietary interventions, herbal therapies, acupuncture, and mind-body relaxation techniques, such as meditation or hypnosis to control the autoimmune diseases.
  • Treatment methods such as pharmaceuticals and other therapies, including dietary interventions, herbal therapies, acupuncture, and mind-body relaxation techniques, such as meditation or hypnosis to control the autoimmune diseases.
  • Monitoring the gene expression profiles provided by the present invention also provides a way to assess effectiveness in clinical trials of new therapeutic interventions to autoimmune diseases, such as SLE and WG. Accordingly, the invention provides methods for these described purposes.
  • the invention provides a master set of genes consisting of 1645 genes that were found to be differentially expressed in autoimmune diseases as compared to non- autoimmune disease samples.
  • the group of 1645 genes are set forth in Table 6. Detailes of the scores for healthy donor samples, SLE white blood cell samples, RA samples and WG white blood cell samples are provided in Table 6.
  • the present invention provides a diagnostic/prognostic gene expression signature, i.e. a diagnostic/prognostic expression profile of a gene set of 279 or less genes, that is indicative of systemic lupus erythematosus (SLE).
  • a diagnostic/prognostic gene expression signature i.e. a diagnostic/prognostic expression profile of a gene set of 279 or less genes, that is indicative of systemic lupus erythematosus (SLE).
  • the diagnostic gene expression signature or profile consists of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10-15, 15-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, 100-110, 110-120, 120-130, 130-140, 140-150, 150-160, 160-170, 170-180, 180- 190, 190-200, 210-220, 220-230, 230-240, 240-250, 250-260, 260-270, 270-279 genes selected from the group of genes set forth in Table 7, wherein altered expression of said genes is indicative of the individual being affected with SLE.
  • the invention provides a group of genes consisting of 147 genes or less selected from the group of genes consisting of genes set forth in Table 1, wherein altered expression of said genes is indicative of the individual being affected with SLE.
  • the invention provides a group of genes consisting of 105 genes or fewer selected from the group consisting of genes set forth in Table 4, wherein altered expression of said genes is indicative of the individual being affected with SLE.
  • the invention provides a gene group consisting of RSAD2/CIG5, Corf29, IFITl, IFIT3, GIP2, LY6E, wherein the expression of one or more of genes is altered in kidney biopsies or cells from urine sediment of SLE patients and thus can be used as a disgnostic gene group for determining SLE related kidney disease.
  • the invention provides an SLE kidney gene expression profile group as shown in Figure 4, wherein the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10-15, 15-20, 20-30, 30-40, 40-46 of genes in Figure 4 are analyzed in a kidney biopsy sample or urine sediment cell sample and wherein changed expression in these genes in the biological sample is indicative of SLE kidney disease.
  • the analysis is non-invasive, and involves taking of a urine sample and sedimenting cells present in the urine sample and analyzing expression of the SLE kidney groups of genes in these cells, (see, e.g. Li, B. C. et al., N. Engl. J. Med, 344(13): 947-54).
  • the invention provides a gene group consisting of metallothionein, lactotransferrin, olfactomedin wherein the expression of one or more of these genes is altered in kidney tissue of WG patients and thus can be used as a diagnostic gene group for determining WG related kidney disease.
  • altered expression or “changed expression” or “differential expression” as used herein and throughout the specification refer to gene expression that is changed, i.e. either increased or decreased in a patient with autoimmune disease, particularly with an active autoimmune disease as compared to a control, that provides a baseline or alternatively "normal” expression level or expression level range for any of the genes that are part of the expression profile of the invention.
  • Gene expression in a disease sample is preferably at least comparable to another disease sample. Accordingly, similar levels of expression will also convey the type of disease classification, i.e., the gene is important to the disease because it is different from a control sample or control sample group, or it is similar to the disease sample, or disease sample group.
  • Housekeeping genes i.e. genes that are involved in basic functions needed for the sustenance of the cell.
  • Housekeeping genes are constitutively expressed (they are always turned “on”).
  • a skilled artisan can readily determine a baseline housekeeping gene, such as beta-actin or GAPDH.
  • Other examples of possible housekeeping genes useful according to the methods of the invention are provided, infra.
  • the expression can be compared to, for example, a simultaneously analyzed biological sample from one or more healthy, or non-SLE or non- WG patient of the same type as the sample to be diagnosed.
  • the baseline can be created using a median or average expression of separately analyzed more than one control samples of the same biological origin, i.e. kidney sample for analysis of kidney biopsy and blood leukocyte sample for analysis of blood leukocytes, and whole blood sample for analysis of whole blood.
  • kidney sample for analysis of kidney biopsy and blood leukocyte sample for analysis of blood leukocytes
  • whole blood sample for analysis of whole blood.
  • a control panel can be created with control samples from healthy non-autoimmune disease affected individuals, and/or samples from individuals with known autoimmune disease diagnosis.
  • the control panel may also comprise expression patterns of the genes of the invention that distinguish different disease activity within the autoimmune disease patient group, such as different stages or classes of SLE.
  • Such control panel provides a way to compare the expression level of the gene signature group and assess, which group the unknown sample belongs based on its expression profile of the selected genes. Therefore, for example, if the control is a positive control consisting of one or more samples from individuals affected with SLE, the expression similar to the SLE control is indicative of the individual being affected with SLE.
  • control signatures may also be collected and saved in a computer database, thereby allowing analysis of samples even without simultaneous analysis of a control sample.
  • the housekeeping gene expression is used to standardize the expression pattern.
  • the genes are selected from the group of 28 genes consisting of AI337069; AW189843; NM_006820; NM_001548; NM_001549; NM_005101; NM_002346; AI742057; AA781795; NM_016323; NM_002534; NM_006417; AA633203; NMJ302462; NM_006187; NM_017631; NMJH7414; AA131041; AI075407; BC002548; BE049439; NMJH7523; BE888744; NM_017654; NM_016817; AA142842; NMJH4314; and NMJ) 16816, the expression provides a diagnostic signature profile, wherein altered expression of these 28 genes is indicative of SLE diagnosis.
  • the invention also provides methods of diagnosing SLE and WG, comprising analyzing in a biological sample of an individual in need of autoimmune disease diagnosis, the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-15, 15-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, 100-110, 110-120, 120-130, 130-140, 140- 150, 150-160, 160-170, 170-180, 180-190, 190-200, 200-210, 210-220, 220-230, 230- 240, 240-250, 250-260, 260-270, 270-279, of genes selected from Table 7 or Table 17 wherein altered expression of the genes is indicative of the individual being affected with SLE.
  • the invention further provides a method of differential diagnosis of SLE from other autoimmune diseases such as rheumatoid arthritis (RA), and WG.
  • the method comprises analyzing the gene expression in an individual in need of autoimmune disease diagnosis, such as an individual in need of differential diagnosis for autoimmune disease, in a biological sample, of genes selected from Table 7, wherein altered expression of said genes as compared to an individual with other types of autoimmune diseases than SLE is indicative of the individual being affected with SLE.
  • the invention also provides methods for determining the classification of SLE or WG patients based on expression analysis of a gene set of at least 2, 3, 4, 5, 6, 7, 8, 19, 10 or more genes in a biological sample, such as peripheral lymphocytes or whole blood, or cells isolated from urine sediment or a tissue biopsy, such as kidney biopsy, comprising analysis of expression of genes that are differentially expressed in more severely affected individuals that have belong to different disease sub-group of SLE or WG that indicate different disease activity.
  • a biological sample such as peripheral lymphocytes or whole blood, or cells isolated from urine sediment or a tissue biopsy, such as kidney biopsy
  • genes that were found significantly upregulated in biological samples that typically also had increased amounts of anti-ds ⁇ DNA antibodies included AA056548; AA083478; AA083478; AA131041; AA142842; AA150460; AA195074; AA233374; AA523958; AA573502; AA577672; AA741307; AA781795; AA976354; AF043337; AF063612; AF093744; AF129536; AF134715; AF208043; AF218365; AF220028; AF220030; AF237916; AF240697; AF240698; AF280094; AF307338; AF312735; AF312735; AF317129; AF323540; AI064690; AI075407; AI143416; AI304317; AI337069; AI421071; AI539443; AI55
  • the increased expression of the genes listed above is considered indicative of high level if the expression is at least about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25 fold that of a control, such as the expression of moderate or low IFN gene expressing SLE patient samples.
  • Table 18 gives examples of the power of the genes to differentiate between low and high disease activity in SLE.
  • IFN-regulated genes are significantly correlated with ⁇ -dsDNA antibodies in SLE patients.
  • this particular signature is more useful than the antibody test because it is more sensitive and specific than the ⁇ -dsDNA antibody test for assessing SLE disease activity.
  • the invention provides a diagnostic/prognostic gene expression signature, or gene set as set forth in Table 13 and Table 15, that is indicative of two different classes of SLE patients: a high IFN-related gene expression group, wherein the patients typically also exhibit increase in anti-ds-DNA antibodies, and a low IFN-related gene expression group, wherein the patients typically exhibit decreased or no anti-ds- DNA antibodies.
  • Patients with higher expression of IFN-related genes either have more active disease or are at risk of developing or about to develop an SLE flare-up, i.e. increase in disease activity and accompanying clinical symptoms, whereas patients with low IFN-related gene expression, exhibit lower disease activity.
  • the invention provides a diagnostic/prognostic gene expression signature, that is indicative of different WG disease activity.
  • the higher increase in the expression of 1 , 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, and 33 of the genes corresponds in linear correlation with the higher BVAS WG diseaseactivity score.
  • the gene set comprises the group consisting of NM_007219; AL562528; AL575509; AI760166; U41070; NM_001706; AI538394; AW592242; NM_007246; AW264036; NM_001995; NM_003059; AK025534; AI768563; AW295340; L32185; L13974; NM_006931; NM_000717; NM_005384; W60806; AI084056; S67779; AI452715; NM_018324; NM_004668; AI374686; AL136944; AF177765; AI767388; NM_005239; BC004564; and AL049435, wherein the increased expression of the genes in a biological sample from an individual is indicative of the individual being affected with WG; and more active disease in WG.
  • genes in Table 1OB were decreased, the higher the BVAS score in patients with WG was. Accordingly, the expression of genes in Table 1OA correlated positively with increased BVAS sdisease activity score, and the expression of genes in Table 1OB correlated negatively with increased BVAS disease activity score. Therefore, expression of any one or all of these genes or any combination of these genes can be used to assess disease activity in an individual affected with WG.
  • interferon activation pathway genes included in the gene signature of the invention if one looks at the expression of interferon activation pathway genes included in the gene signature of the invention, the expression of at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20 or more transcripts other than interferon activation pathway encoding genes is also measured.
  • genes that are not part of interferon activation pathway based on the list of genes presented in the tables, figures and text, set forth in this description.
  • the expression of at least one other than genes selected from the group consisting of M63835, X54486, L13210, M33882, AA203213, X99699, AJ225089, U22970, ABOOOl 15, AL047596, AB006746, AL022318, U66711, and X55988 is measured.
  • each sample is standardized against a housekeeping gene expression in that sample.
  • the expression is considered increased if it is increased by at least about 5%-10%, 10-20%, 20-30%, 30-40%, 40-50%, 50-60%, 60-70%, 70-80%, 80- 90%, 90-100%, 100-200%, 200-300%, 300-400%, 400-500% or even more as compared to a standard or baseline sample from another phenotype group, such as a healthy control, a median of healthy controls, an average of healthy controls, or an artificially created baseline control that is based on, for example the expression of the housekeeping gene in the cell or cell mixture of the biological sample.
  • Such cells or cell combinations can be whole blood; white blood cell mixture; purified cells from the blood, such as monocytes, T-cells, B-cells, neutrophils, NK-cells; kidney biopsy; cells isolated from the urine sediment; or cultured cells from such biological sources as blood, kidney, skin, urine sediment or the like.
  • the expression is considered similar or comparable to a positive control sample, if the level of expression is similarly elevated. Similar expression, as used herein means that expression is equal to the baseline control. Similar expression also refers to greater or less than the control by about 100-90%, 90-80%, 80-70%, 70-60%, 60-50%, 50-40%, 40-30%, 30-20%, 20-15%, 15-10%, or 10-5% similarity to the baseline sample.
  • the biological sample as defined herein can be any biological sample containing nucleic acids from an individual, preferably human.
  • biological samples include blood, tisse biopsies, such as kidney or skin biopsies, primary or cultured cells from blood or tissue biopsies, sputum samples, buccal cell samples, urine, particularly cells sedimented from urine, stool, hair follicles, frozen or otherwise preserved samples from any biological sources and so on.
  • the biological sample is a blood leukocyte sample.
  • the biological sample is a kidney biopsy sample.
  • the biological sample is cells present in the urine sediment.
  • the biological sample is whole blood.
  • Whole blood or total blood leukocytes, or white blood cells are preferred because they allow minimal handling of the sample. Handling, such as cell separation, may change the expression in the cells during the sample preparation. Accordingly, it is preferred, although not necessary, to use cells that have been manipulated as little as possible.
  • Whole blood or whole blood white blood cells or urine sediment cells provide thus one optimal biological sample material for analyzing the expression patterns of the present invention.
  • the biological sample is a kidney biopsy or cells from the urine sediment.
  • the sample is a kidney biopsy or cells from the urine sediment.
  • one preferred embodiment provides a gene transcript set, or a kidney gene set that comprises at least 1, 2, 3, 4, 5, or 6 transcripts from the group selected from the transcripts corresponding to genes RSAD2/CIG5, Corf29, IFITl, IFIT3, GIP2, and LY6E.
  • Transcript level detection methods The genes identified as being differentially expressed in autoimmune diseases according to the present invention may be used in a variety of nucleic acid detection assays to detect or quantify the expression level of a gene or multiple genes in a given sample. Any hybridization assay format may be used, including solution based and solid support based assay formats. Methods of detecting gene expression are well known to one skilled in the art and include, for example, Northern-blot hybridization, ribonuclease protection assay, and reverse transcriptase polymerase chain reaction (RT-PCR) based methods.
  • RT-PCR reverse transcriptase polymerase chain reaction
  • RT-PCR based techniques are the most suitable quantification method for diagnostic purposes of the present invention, because they are very sensitive and thus require only a small sample size which is desirable for a diagnostic test.
  • a number of quantitative RT-PCR based methods have been described and are useful in measuring the amount of transcripts according to the present invention. These methods include RNA quantification using PCR and complementary DNA (cDNA) arrays (Shalon et al., Genome Research 6(7):639- 45, 1996; Bernard et al., Nucleic Acids Research 24(8): 1435-42, 1996), and 5 'nuclease assay or real-time RT-PCR (Holland et al. Proc Natl Acad Sci USA 88: 7276-7280, 1991).
  • RNA quantification methods based on mass spectrometry such as MALDI- TOF, can also be used as well known by the skilled artisan (see, for example Sequenom, Inc, CA).
  • qNPA High Throughput Genomics Inc., Arlington, AZ
  • qNPA qNPA method
  • the qNPA produces a stoichiometric amount of the specific nuclease protection probe for each gene, or a quantative amount of a chemical mirror image.
  • the SENTRIX® Human-6 and HumanRef-8 Expression BeadChips enable generation of genome-wide expression profiles for multiple samples on a single BeadChip.
  • Methods and assays of the invention are most efficiently designed with array, chip, or bead hybridization based methods designed for detecting the expression levels of a large number of genes.
  • Assays and methods of the invention may utilize available formats to simultaneously screen from, for example, at least about 6 to about 100, preferably about 1000, more preferably about 10,000 and most preferably about 1,000,000 or more different nucleic acid hybridizations.
  • Preferred method of detecting the gene set expression signatures of the invention include nucleic acid chip- or bead- based technologies that are well suited in automation and screening of a large number of genes in a large number of individuals.
  • Nucleic acid arrays that are useful in the present invention include, but are not limited to those that are commercially available from Affymetrix (Santa Clara, CA) under the brand name GeneChip7. Example arrays are shown on the website at affymetrix.com.
  • the nucleic acids from the biological sample may be isolated and purified or analyzed directly.
  • the nucleic acids are isolated and/or purified using standard nucleic acid isolation and/or purification techniques that are well known and readily available to on skilled in the art. Direct analysis can be performed using, for example, microfluidic chips.
  • a FLOW-THRU® chip such as that disclosed in U.S. Patent No. 5,843,767, which disclosure in incorporated herein by reference in its entirety, is used with present invention.
  • the FLOW-THRU® chip generally comprises an array of micro-channels extending through a solid support. Each micro-channel contains a probe specific for a gene selected from Table 6; and different channels contain different probes for different genes or for the same gene. The hybridization and/or binding reactions take place by providing fluidic flow through of the sample through the chip.
  • the transcript expression assay can be conducted using microbeads labeled with different spectral property and/or fluorescent (or colorimetric). Technologies such as CYVERA technology (from ILLUMINA inc.) can be easily optimized to analyze the gene sets or sub-sets of the invention. For example, polystyrene microspheres are provided by Luminex Corp, Austin, Tex. that are internally dyed with two spectrally distinct fluorochromes. Using precise ratios of these fluorochromes, a large number of different fluorescent bead sets (e.g., 100 sets) can be produced.
  • Each set of the beads can be distinguished by its spectral address, a combination of which allows for measurement of a large number of analytes in a single reaction vessel.
  • a third fluorochrome coupled to a reporter molecule quantifies the biomolecular interaction that has occurred at the microsphere surface.
  • These different fluorescent bead sets can be used to label the reference nucleic acids targeting different SNP sites on a test DNA by using standard nucleic acid chemical synthesis methods or by PCR amplification using primers labeled with the beads (e.g., primers modified with 5' amine for coupling to carboxylated microsphere or bead).
  • protein and tissue arrays can also be used.
  • the probes are specific for protein products of the genes of Table 6 or fragments thereof.
  • These probes can be, but are not limited to, antibodies, cell surface receptors, secreted proteins, receptor ligands, irnmunoliposom.es, immunotoxins, cytosolic proteins, nuclear proteins, and functional motifs thereof that specifically bind to the protein products of the genes of Table 6 or fragments thereof.
  • the probes are immobilized on a solid support to form an array and provides a specific binding partner for the protein products of the genes of Table 6 or fragments thereof.
  • the supports can be either plates (glass, plastics, or silicon) or membranes made of nitrocellulose, nylon, or polyvinylidene difluoride (PVDF).
  • a protein array is incubated with a protein sample prepared under the conditions that native protein- protein interactions are minimized. After incubation, unbound or non-specific binding proteins can be removed with several washes. Proteins specifically bound to their respective binding partners on the array are then detected. Because the binding partners are immobilized in a predetermined order, the identity of the protein captured at each position is therefore known. Measurement of protein amount at all positions on the array thus reflects the protein expression pattern in the sample.
  • the quantities of the proteins trapped on the array can be measured in several ways.
  • the amount of proteins bound to each antibody represents the level of the specific protein in the sample. If a specific group of proteins are interested, they can be detected by agents which specifically recognize them. Other methods, like immunochemical staining, surface plasmon resonance, matrix-assisted laser desorption/ionization-time of flight, can also be used to detect the captured proteins.
  • Tissue arrays consist of regular arrays of cores of embedded biological tissue arranged in a sectionable block typically made of the same embedding material used originally for the tissue in the cores.
  • the new blocks may be sectioned by traditional means (microtomes etc.) to create multiple nearly identical sections each containing dozens, hundreds or even over a thousand different tissue types.
  • tissue array the tissue sample is assayed for differential expression of the protein products of the genes of Table 6.
  • standard cytoimmunostaining techniques known to skilled artisans can be employed. Cytoimmunostaining may be performed directly on frozen sections of cells or tissues or, preceded by fixing cells with a fixative that preserves the intracellular structures, followed by permeablization of the cell to ensure free access of the probes. The step of permeablization can be omitted when examining cell-surface antigens.
  • a probe such as an antibody specific for the target
  • unbound antibody is removed by washing, and the bound antibody is detected either directly (if the primary antibody is labeled) or, more commonly, indirectly visualized using a labeled secondary antibody.
  • co-staining with one or more marker antibodies specific for antigens differentially present in such structure is preferably performed.
  • a battery of organelle specific antibodies is available in the art.
  • Non-limiting examples include plasma membrane specific antibodies reactive with cell surface receptor Her2, endoplasmic reticulum (ER) specific antibodies directed to the ER resident protein Bip, Golgi specific antibody ⁇ -adaptin, and cytokeratin specific antibodies which will differentiate cytokeratins from different cell types (e.g. between epithelial and stromal cells) or in different species.
  • ER endoplasmic reticulum
  • Golgi specific antibody ⁇ -adaptin Golgi specific antibody ⁇ -adaptin
  • cytokeratin specific antibodies which will differentiate cytokeratins from different cell types (e.g. between epithelial and stromal cells) or in different species.
  • digital image analysis system coupled to conventional or confocal microscopy can be employed.
  • Assays to monitor the expression of a gene or genes of Table 6 may utilize any available means of monitoring for changes in the expression level of the nucleic acids of the invention.
  • an agent is said to modulate the expression of a nucleic acid of the invention if it is capable of up or down regulating expression of the nucleic acid in a cell.
  • gene chips containing probes to at least two genes selected from Table 6 may be used to directly monitor or detect changes in gene expression in the treated or exposed cell.
  • High density gene chips and their uses are described in U.S. Patent No. 6,040,138 to Lockhart et al., which is incorporated herein by reference.
  • An alternative format to the gene chip is the flow-through chip disclosed in U.S. Patent No. 5,843,767 to Beattie, which is incorporated herein by reference.
  • Additional assay formats may be used to monitor the ability of the agent to modulate the expression of one or more genes identified in Table 6. For instance, as described above, mRNA expression may be monitored directly by hybridization of probes to the nucleic acids of Table 6. Cell lines are exposed to the agent to be tested under appropriate conditions and time and total RNA or mRNA is isolated by standard procedures such those disclosed in Sambrook et al. (1989), Molecular Cloning A Laboratory Manual, Cold Spring Harbor Laboratory Press.
  • the level of expression is also proportional to the severity of SLE.
  • the higher level of expression corresponds with a higher SLEDAI (Systematic Lupus Erythematosus Disease Activity Index) score which measures disease activity and severity.
  • the present inventor has examined tissue samples from normal individuals, SLE, and other autoimmune diseases, such as WG, and RA, to identify a gene set associated with SLE. Changes in gene expression, also referred to as expression profiles or expression pattern, provide useful markers for diagnostic uses as well as markers that can be used to monitor disease states, disease progression, drug toxicity, drug efficacy and drug metabolism.
  • the expression profiles of the genes of Table 6 may be used as diagnostic markers for the prediction or identification of autoimmune diseases, such as SLE and WG.
  • a tissue sample such as blood sample or kidney biopsy or cells from the urine sediment, or other sample from a patient may be assayed by any of the methods described herein or by any other method known to those skilled in the art, and the expression levels from a gene or genes from Table 6 may be compared to the expression levels found in normal sample.
  • Expression profiles generated from the tissue, blood, or other sample that substantially resemble an expression profile from normal or diseased tissue may be used, for instance, to aid in disease diagnosis.
  • the genes of Table 1 or Table 4 are upregulated specifically in SLE patients without being upregulated in other rheumatic autoimmune diseases, such as WG or RA. Comparison of the expression data, as well as available sequence or other information may be done by researcher or diagnostician or may be done with the aid of a computer and databases. [00128] Furthermore, the genes of Table 6, Table 7, Table 8, Table 13, Table 14, Table 15, Table 16 and Table 17 can also detect drug-induced lupus. Some drugs can induce a lupus like syndrome as a side effect resulting from long term use, which can be diagnosed with certainty only by resolution of symptoms and their failure to recur after stopping the medication. Lupus-inducing drugs are typically those used to treat chronic diseases.
  • lupus which includes medicines used to treat heart disease, thyroid disease, hypertension, neuropsychiatric disorders, certain anti-inflammatory agents and antibiotics.
  • At least eighty (80) drugs currently in use can cause drug-induced lupus.
  • procainamide Pronestyl
  • hydralazine Presoline
  • quinidine Quinidine
  • drugs that have been linked to drug-induced lupus include, but are not limited to, Enbrel, Remicade, Celebrex, beta-blockers, penicillin, tetracyclines, dilantin, INH, oral contraceptives, and various vaccines.
  • the genes and gene expression information of Table 6 can also be used as markers for the monitoring of disease activity.
  • a tissue, blood, or other sample from a patient may be assayed by any of the methods described above, and the expression levels in the sample from a gene or genes from Table 6 may be compared to the expression levels found in normal tissue.
  • the gene expression pattern can be monitored over time to track activity of the disease. Comparison of the expression pattern, as well as available sequence or other information may be done by researcher or diagnostician or may be done with the aid of a computer and databases.
  • the genes identified in Table 6 can be used as markers to evaluate the effects of a candidate drug or agent on a cell, particularly a cell from a SLE tissue sample.
  • a patient can be treated with a drag candidate and the activity of SLE is monitored over time. This method comprises treating the patient with an agent, obtaining a tissue sample from the patient, extracting a gene product sample from the tissue sample, contacting the gene product sample with probes which specifically bind with gene products of Table 6, and comparing the binding pattern over time to determine the effect of the agent on the activity of SLE.
  • the genes identified in Table 6 can be used as markers to screen agents that can cause SLE or SLE-like conditions.
  • the screening is accomplished on a tissue or cellular sample.
  • the method comprises exposing a cell to a test agent, extracting a gene product sample from the tissue sample, contacting the gene product sample with probes which specifically bind with gene products of Table 6, and comparing the binding pattern with normal and SLE cells to determine the effect of the agent on the cell or tissue samples.
  • the invention provides a personalized screen for an SLEAVG patient to select a drug that most effectively normalizes the SLE/WG specific gene expression profile.
  • patient's cells are cultured and exposed to medicines and the expression of the genes, selected from Table 6, are monitored and compared to control and disease samples.
  • the drag that induces improvement in the gene expression profile in the cultured cells from the patient, can then be selected to treat the SLEAVG patient.
  • a candidate drag or agent can be screened for the ability to stimulate the transcription or expression of a given marker or markers (drag targets) or to down regulate or counteract the transcription or expression of a marker or markers. According to the present invention, one can also compare the specificity of drags' effects by looking at the number of markers affected by different drags and comparing them. Similar sets of markers identified for two drags indicate similar effects.
  • the agents to be screened in the methods of the present invention can be, for example, peptides, small molecules, vitamin derivatives, as well as carbohydrates, dominant negative proteins, DNA encoding these proteins, antibodies to these proteins, peptide fragments of these proteins or mimics of these proteins may be introduced into cells to affect function.
  • "Mimic” as used herein refers to the modification of a region or several regions of a peptide molecule to provide a structure chemically different from the parent peptide but topographically and functionally similar to the parent peptide. A skilled artisan can readily recognize that there is no limit as to the structural nature of the agents of the present invention.
  • cells or cell lines are first identified which express the gene products of the invention physiologically.
  • Cell and/or cell lines so identified would be expected to comprise the necessary cellular machinery such that the fidelity of modulation of the transcriptional apparatus is maintained with regard to exogenous contact of a drug or agent with appropriate surface transduction mechanisms and/or the cytosolic cascades.
  • Such cell lines may be, but are not required to be, derived from tissue samples of individuals suffering from SLE.
  • such cells or cell lines may be transduced or transfected with an expression vehicle (e.g., a plasmid or viral vector) construct comprising an operable non translated 5' promoter containing end of the structural gene encoding the instant gene products fused to one or more antigenic fragments, which are peculiar to the instant gene products, wherein said fragments are under the transcriptional control of said promoter and are expressed as polypeptides whose molecular weight can be distinguished from the naturally occurring polypeptides or may further comprise an immunologically distinct tag.
  • an expression vehicle e.g., a plasmid or viral vector
  • the drug or agent comprises a pharmaceutically acceptable excipient and is contacted with cells in an aqueous physiological buffer such as phosphate buffered saline (PBS) at physiological pH, Eagles balanced salt solution (BSS) at physiological pH, PBS or BSS comprising serum or conditioned media comprising PBS or BSS and serum incubated at 37°C.
  • PBS phosphate buffered saline
  • BSS Eagles balanced salt solution
  • serum or conditioned media comprising PBS or BSS and serum incubated at 37°C.
  • Said conditions may be modulated as necessary by one of skill in the art.
  • Another embodiment of the present invention provides methods for identifying drugs or agents that modulate the levels, concentration or at least one activity of a protein(s) encoded by the genes of Table 6. Such methods or assays may utilize any means of monitoring or detecting the desired activity.
  • the relative amounts of a protein of the invention between a cell population that has been exposed to the drug or agent to be tested compared to an un exposed control cell population may be assayed.
  • probes such as specific antibodies are used to monitor the differential expression of the protein in the different cell populations.
  • Cell lines or populations are exposed to the drug or agent to be tested under appropriate conditions and time.
  • Cellular lysates may be prepared from the exposed cell line or population and a control, unexposed cell line or population. The cellular lysates are then analyzed with probes, such as specific antibodies.
  • the genes which are assayed according to the present invention are typically in the form of mRNA or reverse transcribed mRNA.
  • the genes may or may not be cloned; and the genes may or may not be amplified.
  • the cloning itself does not appear to bias the representation of genes within a population.
  • polyA+ RNA it may be preferable to use polyA+ RNA as a source, as it can be used with less processing steps.
  • Probes based on the sequences of the genes described herein may be prepared by any commonly available method. Oligonucleotide probes for assaying the tissue or cell sample are preferably of sufficient length to specifically hybridize only to appropriate, complementary genes or transcripts. Typically the oligonucleotide probes will be at least 10, 12, 14, 16, 18, 20 or 25 nucleotides in length. In some cases longer probes of at least 30, 40, 50, 60 or 70 nucleotides will be desirable. It is preferable that more than one probe specific for each gene is used in the assay.
  • the high density array will typically include a number of probes that specifically hybridize to the sequences of interest. Methods of producing probes for a given gene or genes are disclosed in WO 99/32660, which is incorporated herein by reference. In addition, in a preferred embodiment, the array will include one or more control probes. High density array chips of the invention include "test probes.” Test probes may be oligonucleotides that range from about 5 to about 500 or about 10 to about 100 nucleotides, more preferably from about 20 to about 80 nucleotides and most preferably from about 50 to about 70 nucleotides in length.
  • test probes are about 20 to about 25 nucleotides in length.
  • test probes are double or single strand DNA sequences. DNA sequences are isolated or cloned from natural sources or amplified from natural sources using natural nucleic acid as templates. These probes have sequences complementary to particular subsequences of the genes whose expression they are designed to detect. Thus, the test probes are capable of specifically hybridizing to the target nucleic acid they are to detect.
  • the high density array can contain a number of control probes.
  • the control probes fall into three categories referred to herein as (1) normalization controls; (2) expression level controls; and (3) mismatch controls.
  • Normalization controls are oligonucleotide or other nucleic acid probes that are complementary to labeled reference oligonucleotides or other nucleic acid sequences that are added to the nucleic acid sample.
  • the signals obtained from the normalization controls after hybridization provide a control for variations in hybridization conditions, label intensity, "reading" efficiency and other factors that may cause the signal of a perfect hybridization to vary between arrays.
  • signals (e.g., fluorescence intensity) read from all other probes in the array are divided by the signal (e.g., fluorescence intensity) from the control probes thereby normalizing the measurements.
  • any probe may serve as a normalization control.
  • Preferred normalization probes are selected to reflect the average length of the other probes present in the array, however, they can be selected to cover a range of lengths.
  • the normalization controls can also be selected to reflect the (average) base composition of the other probes in the array, however in a preferred embodiment, only one or a few probes are used and they are selected such that they hybridize well (i. e., no secondary structure) and have minimal cross match with non-specific targets.
  • Typical expression level control probes have sequences complementary to subsequences of constitutively expressed housekeeping genes including, but not limited to the 3 actin gene, the transferrin receptor gene, the GAPDH gene, and the like. Examples of other useful housekeeping genes are provided elsewhere in this spacification.
  • Mismatch controls are generally not required when using probes of about 60 to about 70 nucleotides. However, when using shorter probes, mismatch controls may also be provided for the probes to the target genes, for expression level controls or for normalization controls. Mismatch controls are oligonucleotide probes or other nucleic acid probes identical to their corresponding test or control probes except for the presence of one or more mismatched bases. A mismatched base is a base selected so that it is not complementary to the corresponding base in the target sequence to which the probe would otherwise specifically hybridize.
  • mismatch probes are selected such that under appropriate hybridization conditions (e.g., stringent conditions) the test or control probe would be expected to hybridize with its target sequence, but the mismatch probe would not hybridize (or would hybridize to a significantly lesser extent).
  • Preferred mismatch probes contain a central mismatch.
  • a corresponding mismatch probe will have the identical sequence except for a single base mismatch (e.g., substituting a G, a C or a T for an A) at any of positions 6 through 14 (the central mismatch).
  • Mismatch probes thus provide a control for non specific binding or cross hybridization to a nucleic acid in the sample other than the target to which the probe is directed. Mismatch probes also indicate whether a hybridization is specific or not. For example, if the target is present the perfect match probes should be consistently brighter than the mismatch probes. In addition, if all central mismatches are present, the mismatch probes can be used to detect a mutation. The difference in intensity between the perfect match and the mismatch probe provides a good measure of the concentration of the hybridized material.
  • mismatch probes are not required as the probes are sufficiently long that a single mismatch does not effect an appreciable difference in binding efficiency.
  • nucleic acid samples used in the methods and assays of the invention may be prepared by any available method or process. Methods of isolating total RNA are also well known to those of skill in the art. For example, methods of isolation and purification of nucleic acids are described in detail in Chapter 3 of Laboratory Techniques in Biochemistry and Molecular Biology: Hybridization With Nucleic Acid Probes, Part I - Theory and Nucleic Acid Preparation, Tijssen, (1993) (editor) Elsevier Press. Such samples include RNA samples, but also include cDNA synthesized from a mRNA sample isolated from a cell or tissue of interest. Such samples also include DNA amplified from the cDNA, and an RNA transcribed from the amplified DNA. One of skill in the art would appreciate that it is desirable to inhibit or destroy RNase present in homogenates before homogenates can be used.
  • Biological samples may be of any biological tissue or fluid or cells from any organism as well as cells raised in vitro, such as cell lines and tissue culture cells. Frequently the sample will be a "clinical sample" which is a sample derived from a patient. Typical clinical samples include, but are not limited to, sputum, blood, blood cells (e.g., white blood cells or leukocytes), tissue or fine needle biopsy samples, urine, peritoneal fluid, and pleural fluid, or cells therefrom.
  • sputum blood
  • blood cells e.g., white blood cells or leukocytes
  • tissue or fine needle biopsy samples e.g., fine needle biopsy samples
  • urine e.g., peritoneal fluid, and pleural fluid, or cells therefrom.
  • Biological samples may also include sections of tissues, such as frozen sections or formalin fixed sections taken for histological purposes.
  • Solid supports containing oligonucleotide probes for differentially expressed genes of the invention can be filters, polyvinyl chloride dishes, silicon or glass based chips, etc. Such wafers and hybridization methods are widely available, for example, those disclosed by U.S. Patent No. 6,040,138 to Lockhart et al. and U.S. Patent No. 5,843,767 to Beattie. Any solid surface to which oligonucleotides can be bound, either directly or indirectly, either covalently or non covalently, can be used.
  • a preferred solid support is a high density array or DNA chip. These contain a particular oligonucleotide probe in a predetermined location on the array.
  • Each predetermined location may contain more than one molecule of the probe, but each molecule within the predetermined location has an identical sequence.
  • Such predetermined locations are termed features. There may be, for example, about 2, 10, 100, 1000 to 10,000; 100,000 or 400,000 of such features on a single solid support.
  • the solid support, or the area within which the probes are attached may be on the order of a square centimeter (see, e.g., FLOW-THRU CHIPTM, Metrigenix Corporation, Toronto, Canada).
  • Oligonucleotide probe arrays for expression monitoring can be made and used according to any techniques known in the art (see for example, Lockhart et al. (1996), Nat. Biotechnol., 14: 1675 1680; McGaIl et al. (1996), PNAS USA, 93:13555-13460).
  • Such probe arrays may contain at least two or more oligonucleotides that are complementary to or hybridize to two or more of the genes described herein.
  • Such arrays may also contain oligonucleotides that are complementary or hybridize to at least about 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 30, 50, 70, 100 or more the genes described herein.
  • oligonucleotide analogue array can be synthesized on a solid substrate by a variety of methods, including, but not limited to, light directed chemical coupling, and mechanically directed coupling (U.S. Patent No. 5,143, 854 to Pirrung et al.; U.S. Patent No. 5,800,992 to Fodor et al.; U.S. Patent No. 5,837,832 to Chee et al; which are incorporated herein by reference).
  • a glass surface is derivatized with a silane reagent containing a functional group, e.g., a hydroxyl or amine group blocked by a photolabile protecting group.
  • a functional group e.g., a hydroxyl or amine group blocked by a photolabile protecting group.
  • Photolysis through a photolithogaphic mask is used selectively to expose functional groups which are then ready to react with incoming 5' photoprotected nucleoside phosphoramidites.
  • the phosphoramidites react only with those sites which are illuminated (and thus exposed by removal of the photolabile blocking group).
  • the phosphoramidites only add to those areas selectively exposed from the preceding step. These steps are repeated until the desired array of sequences has been synthesized on the solid surface. Combinatorial synthesis of different oligonucleotide analogues at different locations on the array is determined by the pattern of illumination during synthesis and the order of addition of coupling reagents.
  • High density nucleic acid arrays can also be fabricated by depositing premade or natural nucleic acids in predetermined positions. Synthesized or natural nucleic acids are deposited on specific locations of a substrate by light directed targeting and oligonucleotide directed targeting. Another embodiment uses a dispenser that moves from region to region to deposit nucleic acids in specific spots.
  • Nucleic acid hybridization simply involves contacting a probe and target nucleic acid under conditions where the probe and its complementary target can form stable hybrid duplexes through complementary base pairing (see U.S. Patent No. 6,333,155 to Lockhart et al, which is incorporated herein by reference). The nucleic acids that do not form hybrid duplexes are then washed away leaving the hybridized nucleic acids to be detected, typically through detection of an attached detectable label. It is generally recognized that nucleic acids are denatured by increasing the temperature or decreasing the salt concentration of the buffer containing the nucleic acids.
  • hybrid duplexes e.g., DNA DNA, RNA RNA or RNA DNA
  • RNA RNA or RNA DNA will form even where the annealed sequences are not perfectly complementary.
  • hybridization conditions may be selected to provide any degree of stringency.
  • hybridization is performed at low stringency, in this case in 6x SSPE T at 37°C (0.005% Triton x 100) to ensure hybridization and then subsequent washes are performed at higher stringency (e.g., 1 x SSPE T at 37 0 C) to eliminate mismatched hybrid duplexes.
  • Successive washes maybe performed at increasingly higher stringency (e.g., down to as low as 0.25x SSPE-T at 37°C to 50°C) until a desired level of hybridization specificity is obtained.
  • Stringency can also be increased by addition of agents such as formamide.
  • Hybridization specificity may be evaluated by comparison of hybridization to the test probes with hybridization to the various controls that can be present (e.g., expression level control, normalization control, mismatch controls, etc.).
  • the wash is performed at the highest stringency that produces consistent results and that provides signal intensity greater than approximately 10% of the background intensity.
  • the hybridized array may be washed at successively higher stringency solutions and read between each wash. Analysis of the data sets thus produced will reveal a wash stringency above which the hybridization pattern is not appreciably altered and which provides adequate signal for the particular oligonucleotide probes of interest.
  • the hybridized nucleic acids are typically detected by detecting one or more labels attached to the sample nucleic acids.
  • the labels may be incorporated by any of a number of means well known to those of skill in the art (see U.S. Patent No. 6,333,155 to Lockhart et al, which is incorporated herein by reference). Commonly employed labels include, but are not limited to, biotin, fluorescent molecules, radioactive molecules, chromogenic substrates, chemiluminescent labels, enzymes, and the like.
  • the methods for biotinylating nucleic acids are well known in the art, as are methods for introducing fluorescent molecules and radioactive molecules into oligonucleotides and nucleotides.
  • biotin When biotin is employed, it is detected by avidin, streptavidin or the like, which is conjugated to a detectable marker, such as an enzyme (e.g., horseradish peroxidase) or radioactive label (e.g., 32P, 35S, 33P). Enzyme conjugates are commercially available from, for example, Vector Laboratories, Burlingame, CA. Steptavidin binds with high affinity to biotin, unbound stretavidin is washed away, and the presence of horseradish peroxidase enzyme is then detected using a substrate in the presence of peroxide and appropriate buffers. The binding reaction may be detected using a microscope equipped with a visible light source and a CCD camera (Princeton Instruments, Princeton, N.J.).
  • a detectable marker such as an enzyme (e.g., horseradish peroxidase) or radioactive label (e.g., 32P, 35S, 33P).
  • Enzyme conjugates are commercially
  • Detection methods are well known for fluorescent, radioactive, chemiluminescent, chromogenic labels, as well as other commonly used labels. Briefly, fluorescent labels can be identified and quantified most directly by their absorption and fluorescence emission wavelengths and intensity. A microscope/camera setup using a light source of the appropriate wavelength is a convenient means for detecting fluorescent label. Radioactive labels may be visualized by standard autoradiography, phosphor image analysis or CCD detector. Other detection systems are available and known in the art.
  • the present invention includes relational databases containing sequence information, for instance for the genes of Table 6, as well as gene expression information for SLE, other rheumatic autoimmune diseases, such as Wegener's Granulomatosus, Rheumatoid Arthritis, and Inflammatory Bowel Disease (Crohn's and Ulcerative Colitis), and normal tissue.
  • Databases may also contain information associated with a given sequence or tissue sample such as descriptive information about the gene associated with the sequence information, or descriptive information concerning the clinical status of the tissue sample, or the patient from which the sample was derived.
  • the database may be designed to include different parts, for instance a sequences database and a gene expression database.
  • the databases of the invention may be linked to an outside or external database.
  • the external database is GenBank and the associated databases maintained by the National Center for Biotechnology Information (NCBI).
  • Any appropriate computer platform may be used to perform the necessary comparisons between sequence information, gene expression information and any other information in the database or provided as an input.
  • a large number of computer workstations are available from a variety of manufacturers, such has those available from Silicon Graphics.
  • Client server environments, database servers and networks are also widely available and appropriate platforms for the databases of the invention.
  • the databases of the invention may be used to produce, among other things, electronic Northerns to allow the user to determine the cell type or tissue in which a given gene is expressed and to allow determination of the abundance or expression level of a given gene in a particular tissue or cell.
  • the databases of the invention may also be used to present information identifying the expression level in a tissue or cell of a set of genes comprising at least one gene in Table 6 comprising the step of comparing the expression level of at least one gene in Table 6 in the tissue to the level of expression of the gene in the database.
  • Such methods may be used to predict the physiological state of a given tissue by comparing the level of expression of a gene or genes in Table 6 from a sample to the expression levels found in normal tissue or tissues of other rheumatic autoimmune diseases.
  • Such methods may also be used in the drug or agent screening assays as described above.
  • a non- limiting list of examples of housekeeping genes include NM_001101; *NM_000034; *NM_002046; *NM_000291; *NM_005566; *NM_002954; *NM_000981; *NM_000975; *NM_007363; *NMJ)04309; *NM_000994; *NM_022551; *NM_007355; NM_004515; NM_004651; NM_004888; NM_003334; NM_001320; NM_003915; NM_001250; NM_001904; NM_003753; NM_004541; NM_001654; NM_002967; NMJ)Ol 183; NM_003526; NM_004718; NM_004436; NM_001207; NM_004907; NM_004889; NM_003769; NM_003910; NMJ)OOlOO
  • NM_005698 NM_024011; NMJ3O51O5; NM_006013; NM_005786; NM_ 007104; NM_005762; NM_012138; NM_015318; NM_012423; NM_021128; NM_ . 032635; NM_005080; NM_006389; NM_024112; NM_006817; NM_022830; NM_ 019884; NM_021107; NM_021074; NM_014944; NMJ) 14764; NM_015343; NM_ .
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • 200692_ 9B (mortalin- NM_0041 s_at 2) 34 0.3754 0.01 -0.0131 0.4035 0.009 -0.008 0.1072 -0.2859 0.0815 -0.3805 eukaryotic translation
  • 200705_ elongation NMJ 019 s_at factor 1 beta 2 59 0.4497 -0.0883 0.1137 0.3405 -0.0782 0.0696 0.0634 -0.169 0.0668 -0.3117 protein tyrosine
  • Table 6 Group of 1645 genes that are differentially expressed in. healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients ⁇ and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (topes score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, i 3LE patients (lupus score), RA patients, and WG patients *
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.-
  • 201328_ homolog 2 at (avian) A ALL5577555500 ⁇ 9 -0.5219 0.0647 -0.0648 0.4312 0.0567 -0.0504 -0.0912 0.2432 -0.0848 0.3956 v-ets
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (hiptis score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients *
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus soore), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
  • TaWe 6 Group of 1645 genes that are differentially expressedia healthy d ⁇ n ⁇ r ⁇ , SLE pafeats (luptts score) * RA patients and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in liealfhy donors * SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors » SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors* SLE patients (lupus score), RA patients, and WG patients. ⁇
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients. "
  • TaMe 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus scored RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WO patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (tup ⁇ ts score), RA patients, and, WG patients.
  • Table 6 Group of 1645 genes that are differential y expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (hipus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed i ⁇ i healthy donors. SLB patients (lupus score), RA patients, aacl WG patients *
  • Table 6 Group of 1645 genes that are differentially expressed in liealtliy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients. ⁇
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (tojras score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score),, RA patients, and WG patients *
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients ? and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (luptis score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed iii healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • G protein gamma 11 tyrosylprotein
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donorSj SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SJLE patients (lupus score), RA patients., and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed unhealthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • NM_0030 s_at member 5 39 -0.3123 0.022 -0.2752 0.5301 0.0202 -0.018 -0.1254 0.3343 -0.1096 0.5114
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • alpha non A4 s at component of BG260394 0.4849 -0.1741 -0.1119 0.0693 -0.1604 0.1426 -0.0664 0.177 -0.0135 0.063
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • CD52 antigen (CAMPATH-I antigen) /// CD52 antigen
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • ring finger NM_0072 s_at protein 24 19 -0.8744 0.2582 0.1358 0.0874 0.2261 -0.201 0.0479 -0.1277 -0.0159 0.0743
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), MA patients.. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy d ⁇ n ⁇ r ⁇ , SLE patients (lupus score), RA patients,, and WG patients,
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), JRA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (Itjpus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients * and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (hipm score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed ia healthy d ⁇ aots, SLE patients (tapis score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • HMG- AW02735 x_at box 9 0.2419 0.0419 0.1412 0.4985 0.0377 -0.0335 0.1376 -0.3669 0.1025 -0.4782
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus se ⁇ re) > RA patients, and WG patients. ,
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors. SEE patients (lupus score), RA patients, and WG patients.
  • Table 6 Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.

Abstract

The present invention provides genes and their expression patterns, wherein the expression patterns are associated with autoimmune diseases, particularly with systemic lupus erythematosus (SLE) and Wegener's granulomatosus, ANCA+ vasculitis (WG). The invention provides a group of 1645 genes and a number of sub-groups of the 1645 genes the expression patterns of which are useful in methods of identifying autoimmune diseases, differential diagnosis of autoimmune disease, particularly SLE, and classification of diseases, such as SLE and WG into disease sub-groups that are related to the disease activity. The invention also provides methods for differentiating SLE from other autoimmune diseases. The invention further provides a method for predicting SLE flare-ups by analyzing the expression pattern of a group of genes. The invention provides a fast, accurate, and inexpensive method of continuously monitoring SLE patients throughout their lives for prediction of flare-ups. The invention also provides a fast, accurate and inexpensive way to detect medication induced lupus.

Description

MARKERS FOR AUTOIMMUNE DISEASE DETECTION
CROSS-REFERENCE TO RELATED APPLICATIONS
[001] The present application claims the benefit, under 35 U.S.C. 119(e) of the U.S. provisional application No. 60/601,109, filed August 13, 2004, the content of which is herein incorporated by reference in its entirety.
FIELD OF THE INVENTION
[002] The present invention relates to newly identified gene sets and their expression patterns and uses of the expression patterns in screening for and classifying autoimmune diseases.
BACKGROUND OF THE INVENTION
[003] Identification of various autoimmune diseases is difficult because of the variability in the phenotype within any particular disease, as they are currently classified. This hampers both selection of therapeutic intervention from existing therapies shown to be effective in treating specific autoimmune diseases, as well as development and testing of new therapies. Therefore, it would be important to find more accurate ways to screen for and classify autoimmune diseases.
[004] For example, systemic lupus erythematosus (SLE), is known as a chronic, inflammatory autoimmune disease characterized by dysregulation of the immune system resulting in the production of antinuclear antibodies, the generation of circulating immune complexes, and the activation of the complement system. The immune complexes build up in the tissues and joints causing inflammation, and degradation to both joints and tissues.
[005] The body's immune system normally makes proteins called antibodies to protect the body against viruses, bacteria and other foreign materials (collectively referred to as antigens). In an autoimmune disorder, such as SLE, the immune system loses its ability to tell the difference between foreign or non-self antigens and its own cells and tissues. The immune system then makes antibodies directed against itself. These antibodies, called "auto-antibodies," react with the "self autoantigens" to form immune complexes, which build up in the tissues, causing inflammation, injury to tissues, and pain.
[006] While the word "systemic" in SLE correctly suggests that the disease affects the entire body and most organ systems, the disease involves inflammation and consequent injury to the joints, skin, kidney, brain, the membranes in body cavities, lung, heart, and/or gastrointestinal tract. An individual with SLE often experiences unpredictable acute episodes or "flares" and equally unexpected remissions. The pathologic hallmark of the disease is recurrent, widespread, and diverse vascular lesions resembling a rash or changes on the surface of the skin.
[007] French dermatologist Laurent Theodore Biett first described SLE in 1828. Early studies were simply descriptions of the disease, with emphasis on the skin rashes typically present in those afflicted with the disease as well as other easily visible symptoms. Forty- five years later a dermatologist named Kaposi noted that some patients with lupus erythematosus (LE) skin lesions showed signs of affected internal organs. In the 1890s, Sir William Osier, a Canadian physician, observed that SLE could affect internal organs without the occurrence of skin changes. In 1948, Dr. Malcolm Hargraves of the Mayo Clinic isolated and described the particular morphology of the LE cell. This cell was found in the blood of patients with SLE. Hargraves' discovery has enabled physicians to identify many more cases of SLE by using a simple blood test. The test is only positive, however, in about half of SLE patients and is no longer used routinely. Since 1954, the various unusual antibodies found to be associated with SLE have been used to study the disease. The above difficulty in identifying the disease, and those afflicted with it, has led to an effort to use the presence of these antibodies as a tool to diagnose the disease. However, the presence of these antibodies may be the result of factors other than SLE, and to date no single autoantibody has been found to be universal to all individuals with SLE.
[008] U.S. Patent No. 6,177,254 to Rattner et al. discloses a nucleolus protein, named ASE-I, that has been found to be a reliable serum marker for SLE in 22% of patients. The screening can be done using an ELISA assay, western blot techniques, or by binding the antigen to microspheres and identifying reactive sera by flow cytometry. ASE-I has a molecular weight of about 55kDa and localizes to the nucleolus organizer regions of the chromosome during cell division.
[009] U.S. Patent No. 6,280,941 to Tsao et al. discloses a genetic testing method for diagnosing SLE. The method is related to amplifying nucleic acids from human tissue samples and analyzing for a variant allele of a gene encoding poly(ADP- ribosyl)transferase expression (PARP), which is diagnostic of SLE or indicates a genetic predisposition for developing SLE. Also disclosed are useful oligonucleotide primers, primer sets and genetic testing kits for detecting a genetic predisposition for developing SLE.
[0010] U.S. Patent Application Publication No. 2004/0033498 to Behrens et al. discloses methods and materials involved in diagnosing SLE, diagnosing severe SLE, and assessing a mammal's susceptibility to develop severe SLE. The application provides nucleic acid arrays that can be used to diagnose SLE but only in comparison with healthy individuals. Behrens does not distinguish or diagnose SLE specifically in comparison with other autoimmune diseases because such patient populations were not examined. The application discloses a set of genes that are differentially expressed between SLE patients and healthy individuals. Further, the application discloses a set of fourteen genes that mark a predisposition to develop severe SLE or SLE-AIP (SLE accompanied by the activation of an interferon pathway). This application also provides data from gene expression analysis of only isolated from peripheral blood mononuclear cells. The sample material of only one cell type may critically skew the expression level analysis.
[0011] The above markers, however, suffer from false positive result because of the inability of the markers to distinguish SLE from other autoimmune diseases, such as Wegener's Granulomatosus, and Rheumatoid Arthritis. Therefore, there remains a need for a method to detect autoimmune diseases, such as SLE without the drawbacks of the prior art.
SUMMARY OF THE INVENTION
[0012] We have now discovered a series of gene sets that can be useful in screening for and classifying autoimmune diseases. The expression signatures or expression profiles of these genes can be used in diagnosis and/or prognosis of autoimmune diseases and can further be used in identifying whether the individual has systemic lupus erythematosus (SLE), Wegeners granulomatosis anti-neutrophilic autoantibody (ANCA+) vasculitis (WG), and differentiating these deseases from rheumatoid arthritis and healthy controls as well as from each other. Accordingly, the invention also provides methods for screening patients for SLE and WG. In one embodiment, the invention provides a method for differential diagnosis of SLE from other autoimmune diseases. The method can also be used to determine the severety of the disease.
[0013] Additionally, the invention provides methods of classifying SLE and WG based on specific gene expression signatures or expression profiles using the discovered genes. For example, traditionally the disease activity of WG and SLE has been measured either by the Birmingham Vasculitis Activity Score (BVAS) (Luqmani RA, Bacon, PA, Moots RJ, Janssen BA, Pall A, Emery P, Savage C, Adu, D. Birmingham Vasculitis Activity Score (BVAS) in systemic necrotizing vasculitis, QJM 1994;87(ll):671-8) for WG patients or SLE Disease Activity Index (SLEDAI) (Bombardier C, Gladman DD, Urowitz MB, Caron D, Chang CH. Derivation of the SLEDAI, A disease activity index for lupus patients, The Committee on Prognosis Studies in SLE. Arthritis Rheum. 1992.;35(6):630-40) and the BILAG (BILAG, British Isles Lupus Assessment Group, scoring system has been in use over three decades and has been refined to improve its sensitivity., in 1998, it was computerised by ADS-Limathon Ltd as the BLIPS program, British Lupus Integrated Prospective System) for SLE patients. We have now discovered that classes of different disease activity in both WG and SLE can be differentiated using gene expression profiles from the subsets of 1645 genes provided by the present invention.
[0014] The present invention is based upon the discovery that expression of a defined set of genes is changed in biological samples from patients affected with different autoimmune diseases as compared to non-autoimmune diseases and even other autoimmune disease, such as SLE, WG, and RA and that detection of the expression profile of these genes provides a tool to screen for, diagnose, and also classify the disease activity of these autoimmune diseases. [0015] We identified 1645 genes that were found to be differentially expressed in autoimmune diseases as compared to non-autoimmune disease samples. The group of 1645 genes is set forth in Table 6. The probe ID numbers in column 1 are from the June 2005 annotated Affymetrix Ul 33 +2 Gene Set. The "scores" presented in columns 4-7 refer to a difference from an "average score" (centroid score) of all the measured samples in the four phenotype group (all-sample score), including healthy, SLE, RA, and WG samples, that was set to 0. The difference towards positive from 0 score indicates that the expression of the corresponding gene is increased in the group when compared to the all- sample "average". The difference towards negative from 0 score indicates that the expression of the corresponding gene is decreased when compared to all-sample "average." Accordingly, a gene that gives a well varied score for all the four groups is indicative of a gene useful in differentiating these four phenotypes based on the gene's expression profile.
[0016] Columns 8 and 9 in Table 6, represent scores differentiating SLE samples from average of all other samples (non-SLE samples). Accordingly, a difference in the score between SLE and "other 3" of about 0.1 or greater, alternatively about 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0 or even greater, is indicative of that gene being a good marker in differentiating between SLE and non-SLE samples. Accordingly a skilled artisan can easily select a smaller gene set for diagnostic and/or screening purposes.
[0017] Columns 10 and 11 in Table 6, represent scores differentiating SLE samples from WG samples. Accordingly, a difference in the score between SLE and WG samples of about 0.1 or greater, alternatively about 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0 or even greater, is indicative of that gene being a good marker in differentiating between SLE and WG samples.
[0018] Columns 12 and 13 in Table 6, represent scores differentiating WG (col 13) form the "other 3" (healthy, SLA and RA average, col 12) samples. Accordingly, a difference in the score between WG and "other 3" of about 0.1 or greater, alternatively about 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.0 or even greater, is indicative of that gene being a good marker in differentiating between WG and "other 3" samples.
[0019] The disease-specific gene expression signatures of the present invention provide substantially improved diagnostic power as compared to other methods that have been used in an attempt to diagnose autoimmune diseases such as SLE and WG.
[0020] The invention also provides a gene transcript groups the expression of which can differentiate between SLE and other autoimmune diseases such as rheumatoid arthritis (RA) and WG. Accordingly, we have identified a master gene set and several gene sub-sets that allow creation of diagnostic tools, such as diagnostic kits, diagnostic bead sets and diagnostic nucleic acid arrays, for autoimmune diseases.
[0021] Although sometimes it may be preferable to analyze expression of the entire set of genes provided in the signatures of the present invention to provide a diagnosis, one does not have to analyze all of the identified genes simultaneously or at all in diagnosis/prognosis but one can also use a subset of the genes.
[0022] In one embodiment, a cut-off score difference between the expression of gene in one group (such as SLE, see e.g. col 8, Table 6) and another group (such as the average or centroid score measured in a sample group consisting of healthy, WG and RA samples, see e.g. col. 9, Table 6) of about 0.1 or over, 0.2 or over, 0.3 or over, 0.4 or over, 0.5 or over, 0.6 or over, 0.7 or over, 0.8 or over, 0.9 or over, 1.0 or over, 1.1 or over, 1.2 or over, 1.3 or over, 1.4 or over, 1.5 or over, 1.6 or over, 1.7 or over, 1.8 or over, 1.9 or over, 2.0 or over as presented in Table 6 can be used to select a smalle sub-group of genes that can differentiate between samples from individuals with an autoimmune disease phenotype and samples between individuals with non-autoimmune disease phenotypes (normal, or control or healthy samples).
[0023] When the centroid was moved towards greater discrimination, smaller subgroups of useful genes were identified as described herein.
[0024] Transcription profile of fewer than 1645, preferably fewer than about 279, alternatively fewer than about 279-200, alternatively fewer than about 200-150, alternatively fewer than about 150-125, alternatively fewer than about 125-100, alternatively fewer than about 100-90, alternatively fewer than about 90-80, alternatively fewer than about 80-70, alternatively fewer than about 70-60, alternatively fewer than about 60-50, alternatively fewer than about 50-40, alternatively fewer than about 40-30, alternatively fewer than about 30-25, alternatively fewer than about 25-20, alternatively fewer than about 20-15, alternatively fewer than about 15-10, alternatively fewer than about 10-6, alternatively fewer than about 5 genes selected from the 1645 genes are used in diagnostic applications. In some embodiments, even analysis of expression of individual genes selected from the group of 1645 genes can be used in the diagnosis of the autoimmune diseases, particularly differentiating individuals with SLE, WG, RA and individuals with no autoimmune disease. In other embodiments, it may be preferable to analyze a larger gene set. In some embodiments, it may be preferable to analyze the expression of fewer genes. So, for example, if a two or more genes are selected from the interferon gene family or interferon inducible genes, also included can be, for example, genes that are not inducible by interferon. Such genes can be readily identified from the list of 1645 genesin Table 6 by a skilled artisan based on the score values provided in Table 6 and explained in more detail above.
[0025] Table 6 provides the set of 1645 genes and the corresponding scores the difference of which from the centroid value 0 indicate how useful they are in the diagnosis of any particular condition. Expression of any of these genes, any combination of these genes or all of these genes can be used in diagnostic methods according to this invention. Typically, in a diagnostic kit or array or bead set, one also uses also at least one, or more housekeeping genes as internal controls. The bigger the score difference between compared groups (comparison of one phenotype agains average seen in all samples in columns 4-7, columns 8-9, comparison between SLE samples and the average seen in WG, RA and healthy samples, columns 10-11 comparison between SLE samples and WG samples, and columns 12-13 cmparison between WG and combined samples from SLE, RA and healthy individuals) , the more power the expression analysis of that particular marker gene provides. [0026] The genes the expression of which has at least 0.1 , 0.2, 0.3, 0.4, 0.5, 0.6, 0.7, 0.8, 0.9, 1.0, 1.1, 1.2, 1.3, 1.4, 1.5, 1.6, 1.7, 1.8, 1.9, 2.O., 3.0, 4.0, 5.0-fold or greater, such as 6, 7, 8, 9, 0, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25 fold or more difference between each compared group (such as SLE versus WG, or SLE versus non- SLE) at p-value < 0.01 were considered differentially expressed. In one embodiment, if a cross comparison of all sample sets is performed the genes are considered differentially expressed between the groups if the fold-change difference is > 1.8 and the p-value, as determined by a Welch's t-test, is <0.01.
[0027] Table 7 provides the set or group of 279 genes the expression profile of which can differentiate between all four analyzed phenotypes: SLE, WG, RA and healthy individuals. Accordingly, one can select 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30-40, 40- 50, 50-100, 100-200, or up to 279 genes from this group to diagnose and /or screen for an individual for an autoimmune disease. The genes can also be used to correctly classify the autoimmune disease in an individual as WG, SLE or RA based on the expression differences of thr genes from the all-sample average (0) as shown, for example, in Table 6, columns 4-7.
[0028] Table 1 provides 147 genes that are differentially expressed in SLE and non- SLE samples. The expression of these genes in SLE is increased as compared to non- SLE samples (including healthy individuals, individuals affected with RA and individuals affected with WG). Accordingly, one can select 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30- 40, 40-50, 50-100 or up to 147 genes from this group to diagnose an individual as having an autoimmune disease, as well as correctly classifying the autoimmune disease to WG, SLE or RA.
[0029] Table 4 provides 105 genes from which one can select 1 , 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30-40, 40-50, 50-100 or up to 105 that can be used as an alternative powerful set of genes the expression of these genes in SLE is increased as compared to non-SLE samples.
[0030] Table 8 provides 28 genes from which one can select to measure the expression of 1, 2, 3, 4, 5, 6, 7, ,8 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, or all 28, the expression changes of which can be used to differentiate SLE from other autoimmune samples as well as from normal samples.
[0031] We have also shown that the differential expression of the identified sets of genes provides a picture of disease activity. For example, the classification scores at Table 6 that are positive in individuals with a particular phenotype and negative in others, are upregulated in that phenotype relative to other sample groups. Similarly, the classification scores at Table 6 that are negative in individuals with a particular phenotype positive in others, are downregulated in that phenotype relative to other sample groups. Accordingly, one can readily select sub-groups from Table 6 based on the scores. The bigger the difference in the score, the better the expression change of that gene differentiates that phenotype from the other phenotypes.
[0032] Therefore, the same gene set can also be used in monitoring disease activity, for example in response to treatment methods, such as pharmaceuticals and other therapies, including dietary interventions, herbal therapies, acupuncture, and mind-body relaxation techniques, such as meditation or hypnosis to control the autoimmune diseases. Monitoring the gene expression profiles provided by the present invention also provides a way to assess effectiveness in clinical trials of new therapeutic interventions, such as pharmaceuticals to autoimmune diseases, such as SLE and WG. Accordingly, the invention provides methods for these described purposes.
[0033] For example, Tables 1OA and 1OB provide gene sets the expression of which correlates with WG activity. We discovered that the increased expression of the 33 genes in WG samples presented in Table 1OA was all associated with increased BVAS score, i.e. increased WG disease activity. The decreased expression of the 61 genes presented in Table 1OB was also associated with increased BVAS score. Accordingly, measuring the expression of these genes in a patient affected with WG can classify these patients according the disease activity.
[0034] In addition, we discovered that SLE patients can be classified intoat least two different groups based on the analysis of the 1645 genes. Table 13 summarizes the data from 659 gene probes representing 279 genes that were able to classify individuals into SLE patients who also express higher levels of anti-ds-DNA antibodies, and thus have more active SLE disease, and SLE patients who have low levels or no anti-ds-DNA antibodies, and thus have less active disease, and healthy individuals, with no SLE. Expression was measured from whole blood sample.
[0035] Table 15 provides 186 genes (368 probes), a subset of the 279 genes of Table 13, which provides a more powerful set of genes the expression of which is most variable between the two above-mentioned SLE groups (anti-ds-DNA+ and anti-ds-DNA- groups) and can therefore best differentiate the two SLE classes with different disease activity.
[0036] Table 14 provides the results from the expression measurements and their comparisons between healthy and SLE patients. The expression of the 69 genes represented by the 88 probes were able to differentiate SLE patients from healthy controls when expression was measured from whole blood.
[0037] Table 16 provides a sub-group of 53 genes, of the 69 genes of Table 14, the expression profile of which can be used to differentiate individuals into SLE, WG, RA and healthy phenotypes.
[0038] Table 17 provides a sub-set of 211 genes from the 1645 genes, the expression profile of which is corrected by gender (by moving male samples from the controls, to remove the female/male differences because all the SLE patient samples were female). Changes in the xpression profile of any of measured 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, 100-200, 200-277, genes of the 277 genes can provide a diagnosis of SLE for a patient having autoimmune disease symptoms or can be used to screen SLE patients from a population.
[0039] The disease-specific gene expression signatures of the present invention provide substantially improved diagnostic power as compared to other methods that have been used in an attempt to diagnose autoimmune diseases such as SLE and WG.
[0040] For example, analysis of the gene group of 279 genes of the 1645 (the 279 group is as described below in Table 7) in a biological sample from an individual, can result in a correct disease classification of the patient in about or over 60%, preferably over 75%, still more preferably over 77%, still more preferably over 78%, more preferably over 79%, more preferably over 80%, more preferably over 81%, more preferably over 82%, more preferably over 83%, more preferably over 84%, more preferably over 85%, more preferably over 86%, more preferably over 87%, still more preferably over 88%, still more preferably over 89%, still more preferably over 90% or even higher into groups of SLE, RA, WG or normal. Also provided are groups of 147 genes, 105 genes, 101 genes, 28 genes, and 6 genes, as described below, all of which are sub-groups of the 1645 gene group and which provide at least similar accuracy in autoimmune disease diagnosis as the one described above. The diagnostic accuracy typically depends on the genetic background of the population that the individual belongs.
[0041] Given the difficulty in diagnosing and classifying autoimmune diseases, for example SLE, which may in some cases take years, the present invention provides a powerful new tool to help in early diagnosis of these autoimmune diseases as well as tools for disease monitoring and monitoring of effects of new therapeutic interventions. Monitoring clinical trials of new autoimmune disease drugs can thus be vastly improved by the expression profiles of the present invention.
[0042] The present invention further provides a gene chip, or gene bead selection for the detection of autoimmune diseases, particularly for the diagnosis if SLE and WG, and classification of SLE and WG based on the disease activity. The chip comprises probes for specifically binding with a selection of 1 to about 1645 sequences selected from Table 6. Preferably the chip or the bead selection has fewer than 1645 genes. For each disease, as described in Table 6, one can select the best probe combination based on the score difference between the specific phenotype and the other phenotypes.
[0043] Accordingly, for example, genes selected from Table 7, represent one preferred group of 279 genes the transcription of which is particularly useful in classification, screening and diagnosis of autoimmune diseases, such as SLE, WG, and RA. Genes selected from Table 1, represent one alternative group of 147 genes the transcription of which is particularly useful in diagnosis of SLE. Genes selected from Table 8, represent another alternative group of 28 genes the transcription of which is particularly useful in diagnosis of SLE. The group of 6 top genes from Table 8, provide another alternative group of genes the transcription of which is useful in diagnosing SLE. Other alternative groups can be created by a skilled artisan based on the scores shown in Table 6: the higher the score in a particular phenotype, the higher its expression in the disease, and the lower the score in a particular phenotype the lower the expression of the gene as compared to a comtrol.
[0044] The control can be, for example, a mean expression of that gene in a group of healthy individuals when comparing SLE to non-SLE samples; mean expression in a group of RA, WG, and healthy individuals when comparing SLE to non-SLE samples; mean expression of the gene in any of the groups RA patients, WG patient or other autoimmune patients, when comparing SLE to non-SLE samples.
[0045] The SLE kidney-disease specific gene group is presented in Figure 4, and includes Intercellular adhesion molecule 2; Interferon induced with helicase C domain 1; Hypothetical protein FLJ38348; Hect domain and RLD 5; Hypothetical protein FLJ20035; Interferon-induced protein with tetratricopeptide repeats 1; Epithelial stromal interaction 1 breast; Zinc finger CCCH type domain containing 1 ; Interferon regulatory factor 7; Viperin; XIAP associated factor-1; Hect domain and RLD 6; Myxovirus influenza virus resistance 2 mouse; Interferon-induced protein 44; Chromosome 1 open reading frame 29; Myxovirus influenza virus resistance 1; Interferon alpha-inducible protein clone IFI- 15K; Interferon alpha-inducible protein clone IFI-6-16; Interferon alpha-inducible protein 27; Bone marrow stromal cell antigen 2; Hypothetical protein LOC 129607; Lectin galactoside-binding, soluble, 3 binding protein; Interferon-induced protein with tetratricopeptide repeats 3; XIAP associated factor-1; Signal transducer and activator of transcription 1, 9IkDa; Interferon-induced protein 44; Major histocompatibility complex, class II; LOC441164; Ring finger protein 135; Ribosomal protein S27a; Similar to 60S ribosomal protein L35; Metallothionein IX; Metallothionein 2 A; Metallothionein IE functional, Metallothionein IF; Serine or cysteine proteinase inhibitor, clade B, member 1; Inhibin, beta A activin A, activin AB alpha polypeptide; Vanin 1 ; Pleckstrin homology domain containing, family A member 1 ; UDP- Gal:betaGlcNAc polypeptide 5; CDNA FLJ32589 fis, clone SPLEN2000443; Interleukin 7 receptor; Chemokine C-X-C motif ligand 1; Lactotransferrin; Secretory leukocyte protease inhibitor; Olfactomedin 4; and Ubiquitin-conjugating enzyme E2, Jl. The public accession ID numbers for all these genes can be found in Table 6.
[0046] The invention also provides a group of genes for analyzing the disease activity in WG. For example, we found that change in the expression of certain of the 1645 genes was in linear correlation with the BVAS score. The score in Table 6 is positive if change is increased expression, and negative, if change is discreased expression as compared to the centroid score, which is zero. Centroid score represents roughly an average of epression in the entire group. For example, in columns 4-7, Table 6, the entire group "average" is determined by measuring expression of the gene in samples from all the analyzed phenotypes, and each individual class of individuals (SLE, WG, RA and healthy) is scored against the average.
[0047] One particular group of genes the expression of which linearly correlate with patient BVAS score consists of Serine hydroxymethyltransferase 2 mitochondrial; Lactate dehydrogenase B; Brix domain containing 1; Pyrophosphatase inorganic; Serine hydroxyltransferase 2 mitochondrial; Killer cell lectin-like receptor subfamily D, member 1; Hypothetical protein FLJ20315; Autism susceptibility candidate 2; Interleukin 7 receptor; LDL receptor adaptor protein; Chromosome 16 open reading frame 3; MEL- Like 2 chicken; T cell receptor alpha chain; T Cell receptor alpha locus; B-CeIl CLL/lymphoma HB zinc finger protein; IL2-inducible I-cell kinase; IDP-ribosylation factor-like 1; Mannosidase, alpha, class 1C, member 1; Bridging Integrator 1; Actin- binding LIM protein 1; Nuclear factor of activated T-cells, calcineuria-dependent 2; V-ets erythroblastosis virus E26 oncogene homolog 1; 3-Oxoacid CoA transferase 1; Ubiquitin conjugating enzyme E2; Hypothetical LOC3B3185; B-cell CLL/lymphoma 6 zinc finger protein 51 ; V-ets erythroblastosis virus E26 oncogene homolog 2; Nuclear factor, interleukin 3 regulated; Nuclear factor erythroid-derived 2, 45kDa; Ring finger protein 24; Similar to GL 15821 -PA; Carbonic anhydrase IV; Solute carrier family 22, member 4; Solute carrier family 11, member 1; Acyl-CoA synthetase, long chain family member 1; Rho GTPase activation protein 26; Leukotriene H4 receptor; Lymphocyte alpha-kinase; Hypothetical protein FLJl 4001; Kelch-like 2, Mayven (Drosophila); and Transcribed locus, moderately similar to XP 375499.1. Accordingly, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to all 41 of these genes can be used in determining the disease activity of WG.
[0048] In one preferred embodiment, a group of 33 genes are used in determining the disease activity of WG, wherein the increased expression is indicative of higher BVAS score and therefore higher disease activity, the genes selected from the group consisting of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-33 of the genes in Table 1OA.
[0049] In another preferred embodiment, a group of 61 genes are used in determining the disease activity of WG, wherein the decreased expression is indicative of higher BVAS score and therefore higher disease activity, the genes selected from the group consisting of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-61 of the genes in Table 1OB.
[0050] In one embodiment, a combination of genes with increased and decreased expression are used in determining the WG disease activity, the genes selected from the Tables 1OA and 1OB. Any of these genes combination may be used. Preferably at least 5 genes or more are analyzed.
[0051] The present invention further provides methods for distinguishing between SLE and other autoimmune diseases, such as WG, and Rlieumatoid Arthritis. The methods comprise detecting the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 1645 gene products selected from the group consisting of gene products of Table 6, and correlating the expression pattern with SLE, or the other rheumatic autoimmune diseases. In one preferred embodiment, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 279 of the gene group presented in Table 7 are used. In another preferred embodiment, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 147 of the gene group presented in Table 1 are used. In yet another embodiment, the group of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 105 gene described in Table 4 are used. In one embodiment, 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, and up to 46 genes of SLE kidney specific group as described above are used (see, also Figure 4).
[0052] Any of the gene groups or sub-groups of them as described herein and throughout the specification can be used in the methods provided according to the present invention. [0053] The present invention further provides methods for monitoring the treatment of a patient with SLE. The methods comprise administering the treatment, such as a pharmaceutical composition to the patient, obtaining a biological sample from the patient, and measuring the expression in the cells of the sample of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 and up to about 1645 gene products selected from the group consisting of gene products as presented in Table 6, Table 7, Table 8, Table 14, Table 15, Table 16, and Table 17, and determining whether the treatment results in partial or complete normalization of the expression profile thereby indicating that the treatment has had a clinical effect on the phenotype. By measuring changes in the individual's expression profile over time, one can obtain prognostic evaluation of the disease and effectiveness of the treatment.
[0054] The present invention further provides methods for screening for an agent capable of modulating the onset or progression of SLE. The methods comprise exposing a cell, for example, a cell isolated from an individual affected with SLE, to the agent, measuring expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 or up to about 1645 gene products selected from the group consisting of gene products of Tables 6, 7, 8, 1OA, 1OB, 13, 14,
15, 16, and 17, and comparing the expression profile of the same genes to a normal expression profile of the genes, wherein normalization of the expression profile upon exposure to the agent, is indicative of the agent being effective in modulating the onset or progression of SLE.
[0055] The present invention further provides methods for detecting drug induced SLE. The methods comprise taking a biological sample from an individual exposed to a drug, for example a drug that is known to induce SLE in some individuals, or a drug that is suspected of causing SLE in some individuals, and analyzing the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, or up to 1645 genes selected from Tables 6, 7, 8, 1OA, 1OB, 13, 14, 15,
16, and 17, wherein expression profile similar to a SLE profile is indicative of drug having induced SLE in the individual. Similarly, if the expression profile is similar to the expression profile in non-SLE samples, it is indicative that the drug has not induced SLE in the individual. The method of the invention can be used to follow-up patients on drug therapies, that have been reported or that are suspected to induce SLE. Such follow-up can include taking several samples from the individual using the drug and determining whether the expression pattern of the genes changes. Also, one can determine a baseline expression pattern from a biological sample taken from the individual before she/he has been exposed to the drug and then determine if the expression pattern changes towards the SLE expression pattern during the continued use of the drug. Subtle changes in the expression pattern may be used as a warning sign and as a guide to discontinue use of the drug to prevent induction of drug induced SLE in the individual.
[0056] The present invention further provides methods for screening for an agent capable of causing SLE. The methods comprise exposing a cell to the agent, measuring the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10 or up to gene products selected from Tables 6, 7, 8, 1OA, 1OB, 13, 14, 15, 16, and 17, and comparing the expression pattern of the genes to a SLE or non-SLE expression pattern as provided by the scores in Table 6, wherein the expression pattern similar to a non-SLE sample, is indicative of agent that does not likely induce SLE, and wherein expression pattern similar to SLE-sample pattern is indicative of the agent being capable of inducing SLE.
[0057] In one embodiment, the invention provides a method for classifying SLE patients into at least two groups based on the expression level of 279 genes listed in Table 13. We identified three major clusters 1) Healthy control samples, 2) SLE samples with a relatively high IFN-regulated gene signature and 3) SLE samples with a relatively low IFN-regulated gene signature. The group with relatively high IFN-regulated gene signature co-existed with the presence of anti-ds-DNA antibodies, and more active SLE disease. One or more of these genes can therefore now be used to predict SLE flares that are also known to be associated with increased anti-ds-DNA antibodies. Accordingly, the invention also provides a method for predicting SLE flares in SLE patients wherein the expression of one or more of these genes is analyzed and significant increase in the expression is indicative of impending SLE flare.
[0058] The gene products as recited herein can be RNA and/or proteins, preferably the gene products are RNA. When measuring the expression of the genes in cells one can use any of the transcript or protein measurement technique well known to one skilled in the art and are discussed in more detail in the detailed description part. BRIEF DESCRIPTION OF THE DRAWINGS
[0059] Figure IA shows cross-validation plots of the four sample classes. The results from ten fold cross-validation using nearest shrunken centroid classification performed using the PAM software. The overall misclassification error is reported for each of the four classes (healthy, lupus, RA, and ANCA) at increasing rates of centroid shrinkage (threshold values). The number of genes that significantly contribute to sample classification at each threshold value are indicated at the top of the plot. The vertical arrow indicates a centroid shrinkage threshold value of 3.75.
[0060] Figure IB shows cross-validation probabilities of each sample within the four sample classes. The probability of belonging to each class centroid, as determined by nearest shrunken centroid classification applied in the PAM software, is indicated for each of the 153 samples using the top 279 genes (see Legend). A sample was classified to a particular class as determined by the highest probability amongst the four classes. The samples are arranged sequentially by class, as indicated by the header, and each sample-class group is separated by a solid vertical line. A centroid shrinkage threshold of 3.75 identified 279 genes with the following classification rates: healthy 96.4% (27 of 28 samples), SLE 77.8% (56 of 72 samples), RA 23.1% (6 of 26 samples) and ANCA 85.2% (23 of 27 samples).
[0061] Figure 2 shows classification Probabilities of each SLE and "Other" non-SLE sample. The probability of belonging to each class centroid, as determined by nearest shrunken centroid classification applied in the PAM software, is indicated for each of the samples in the reference or test data sets. A sample was classified to a particular class as determined by the highest probability amongst the two classes. The samples are arranged sequentially by class, as indicated by the header, and each sample-class group is separated by a solid vertical line. A centroid shrinkage threshold value of 5.4 selected 28 gene features for sample classification (Table 4). A) Cross-validation probabilities of each SLE and "Other" non-SLE sample within the Reference sample set (n=98). Of the 52 SLE samples, 46 (88.5%) were correctly classified; and of the 46 "other" (healthy + RA + ANCA) samples, 42 (91.3%) were correctly classified. B) Verification probabilities of each SLE and "Other" sample within the independent Test sample set (n=55). Applying the previously identified set of 28 gene features to the independent test set resulted in correctly classifying 16 of 20 (80.0%) and 31 of 35 (88.6%) SLE and "Other" non-SLE samples, respectively.
[0062] Figure 3 shows Immune Cell Biology Gene expression that was determined for the SLE classification gene fragments. Expression intensities were converted to log 10 and normalized to the unit standard deviation using the Avadis software. Hierarchical clustering was performed using the Cluster Algorithms described by Eisen followed by visualization of the output using the program Tree View. Data is presented as a heat map where genes with higher expression are shown in reddarker grey and those with lower expression in lighter grey. Figure 3 A. Expression analysis of the SLE associated genes across numerous immune cell biology samples from healthy donors. The samples in the white box have been magnified in Figure 3B. Figure 3B. A magnified version of the region in 3 A showing expression of the top SLE classification genes in CD4+ T-cells stimulated with either anti-CD3 and anti-CD28 or ICAMl for 72 hours. Also shown are monocytes stimulated with LPS for 8 hours.
[0063] Figure 4 shows expression analysis of kidney biopsies. Kidney biopsy material was processed for RNA and subjected to microsample amplification prior to hybridization to Affymetrix Ul 33 chips. The expression of genes differentially expressed in kidney samples was subjected to hierarchical clustering using Eisen 's method. Graphical representation in gene expression changes are shown with lighter grey corresponding to down-regulated and darker grey to up-regulated expression with the maximum intensity corresponding to a change of 0.16 based upon log 10.
[0064] Figures 5A and 5B show classification for each SLE and healthy control sample. The probability of belonging to each class centroid, as determined by nearest shrunken centroid classification applied in the PAM software, is indicated for each of the samples in the reference or test data sets. A sample was classified to a particular class as determined by the highest probability amongst the two classes. A solid circle indicates the probability of being an SLE sample, while an unfilled circle indicates the probability of being a healthy control sample. The samples are arranged sequentially by class, as indicated by the header, and each sample-class group is separated by a solid vertical line. A centroid shrinkage threshold value of 4.2 selected 88 gene features for sample classification (Table 12). Figure 5 A shows cross-validation probabilities for each SLE and healthy control samples within the Reference sample set (n=80). Of the 51 SLE samples, 47 (92.2%) were correctly classified; and of the 29 healthy control samples, 26 (89.7%) were correctly classified. Figure 5B shows verification probabilities for each SLE and healthy control sample within the Test sample set (n=40). Applying the previously identified set of 88 gene features to the test set resulted in correctly classifying 24 of 25 (96.0%) and 14 of 15 (93.0%) SLE and healthy control samples, respectively.
DETAILED DESCRIPTION OF THE INVENTION
[0065] Many biological functions are accomplished by altering the expression of various genes through transcriptional (e.g., through control of initiation, provision of RNA precursors, RNA processing, etc.) and/or translational control. For example, fundamental biological processes such as cell cycle, cell differentiation and cell death, are often characterized by the variations in the expression levels of groups of genes.
[0066] Changes in the expression levels of particular genes serve as signposts for the presence and progression of various diseases. Monitoring changes in gene expression may also provide certain advantages during drug screening development. Often drugs are screened and prescreened for the ability to interact with a major target without regard to other effects the drugs have on cells. Often such other effects cause toxicity in the whole animal, which prevent the development and use of the potential drug.
[0067] The present invention provides a gene sets that are subsets of 1645 genes that we discovered were differentially expressed in autoimmune disease patients as. The expression signatures or expression profiles of the identified genes are useful in diagnosis of and screening for autoimmune diseases, particularly in diagnosing systemic lupus erythematosus (SLE) and Wegeners granulomatosis anti-neutrophilic autoantibody (ANCA+) vasculitis (WG), and differentiating them from rheumatoid arthritis (RA) and each other. Accordingly, the invention also provides methods for screening for SLE and WG. In one embodiment, the invention provides a method for differential diagnosis of SLE from other autoimmune diseases. Additionally, the invention provides methods of classifying SLE and WG based on specific gene expression signatures or expression profiles using the discovered genes.
[0068] The invention is based upon the discovery that expression of a defined set of genes is changed in biological samples from patients affected with different autoimmune diseases as compared to non-autoimmune diseases and even other autoimmune diseases, such as SLE and WG, and that detection of the expression profile of these genes provides a tool to diagnose and screen for these autoimmune diseases.
[0069] The invention provides a master set of genes consisting of 1645 genes that were found to be differentially expressed in autoimmune diseases as compared to non- autoimmune disease samples. The group of 1645 genes is set forth in Table 6.
[0070] We have also shown that the increased expression of the identified sets of genes provides a picture of a more or less active disease. Therefore, the same gene set can also be used in monitoring disease activity, for example in response to treatment methods, such as pharmaceuticals and other therapies, including dietary interventions, herbal therapies, acupuncture, and mind-body relaxation techniques, such as meditation or hypnosis to control the autoimmune diseases. Monitoring the gene expression profiles provided by the present invention also provides a way to assess effectiveness in clinical trials of new therapeutic interventions to autoimmune diseases, such as SLE and WG. Accordingly, the invention provides methods for these described purposes.
[0071] The invention provides a master set of genes consisting of 1645 genes that were found to be differentially expressed in autoimmune diseases as compared to non- autoimmune disease samples. The group of 1645 genes are set forth in Table 6. Detailes of the scores for healthy donor samples, SLE white blood cell samples, RA samples and WG white blood cell samples are provided in Table 6.
[0072] Specifically, in one embodiment, the present invention provides a diagnostic/prognostic gene expression signature, i.e. a diagnostic/prognostic expression profile of a gene set of 279 or less genes, that is indicative of systemic lupus erythematosus (SLE). The diagnostic gene expression signature or profile consists of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10-15, 15-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, 100-110, 110-120, 120-130, 130-140, 140-150, 150-160, 160-170, 170-180, 180- 190, 190-200, 210-220, 220-230, 230-240, 240-250, 250-260, 260-270, 270-279 genes selected from the group of genes set forth in Table 7, wherein altered expression of said genes is indicative of the individual being affected with SLE.
[0073] In another embodiment, the invention provides a group of genes consisting of 147 genes or less selected from the group of genes consisting of genes set forth in Table 1, wherein altered expression of said genes is indicative of the individual being affected with SLE.
[0074] In another embodiment, the invention provides a group of genes consisting of 105 genes or fewer selected from the group consisting of genes set forth in Table 4, wherein altered expression of said genes is indicative of the individual being affected with SLE.
[0075] In another embodiment, the invention provides a gene group consisting of RSAD2/CIG5, Corf29, IFITl, IFIT3, GIP2, LY6E, wherein the expression of one or more of genes is altered in kidney biopsies or cells from urine sediment of SLE patients and thus can be used as a disgnostic gene group for determining SLE related kidney disease. In another embodiment, the invention provides an SLE kidney gene expression profile group as shown in Figure 4, wherein the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 10-15, 15-20, 20-30, 30-40, 40-46 of genes in Figure 4 are analyzed in a kidney biopsy sample or urine sediment cell sample and wherein changed expression in these genes in the biological sample is indicative of SLE kidney disease.
[0076] In one preferred embodiment, the analysis is non-invasive, and involves taking of a urine sample and sedimenting cells present in the urine sample and analyzing expression of the SLE kidney groups of genes in these cells, (see, e.g. Li, B. C. et al., N. Engl. J. Med, 344(13): 947-54).
[0077] In another embodiment, the invention provides a gene group consisting of metallothionein, lactotransferrin, olfactomedin wherein the expression of one or more of these genes is altered in kidney tissue of WG patients and thus can be used as a diagnostic gene group for determining WG related kidney disease. [0078] The reference to "altered expression" or "changed expression" or "differential expression" as used herein and throughout the specification refer to gene expression that is changed, i.e. either increased or decreased in a patient with autoimmune disease, particularly with an active autoimmune disease as compared to a control, that provides a baseline or alternatively "normal" expression level or expression level range for any of the genes that are part of the expression profile of the invention. Gene expression in a disease sample is preferably at least comparable to another disease sample. Accordingly, similar levels of expression will also convey the type of disease classification, i.e., the gene is important to the disease because it is different from a control sample or control sample group, or it is similar to the disease sample, or disease sample group.
[0079] The scores indicated in the Tables, are read as follows: High score indicates higher than control or baseline expression, low score indicates lower than control or baseline expression, and score close to zero indicates normal or baseline average expression.
[0080] The expression levels in each sample are standardized using housekeeping genes, i.e. genes that are involved in basic functions needed for the sustenance of the cell. Housekeeping genes are constitutively expressed (they are always turned "on"). A skilled artisan can readily determine a baseline housekeeping gene, such as beta-actin or GAPDH. Other examples of possible housekeeping genes useful according to the methods of the invention are provided, infra.
[0081] Accordingly, the expression can be compared to, for example, a simultaneously analyzed biological sample from one or more healthy, or non-SLE or non- WG patient of the same type as the sample to be diagnosed. Alternatively, the baseline can be created using a median or average expression of separately analyzed more than one control samples of the same biological origin, i.e. kidney sample for analysis of kidney biopsy and blood leukocyte sample for analysis of blood leukocytes, and whole blood sample for analysis of whole blood. These samples may be an average or median expression level from 2, 3, 4, 5, 6, 7, 8, 9, 10-100 or more individuals who do not have an autoimmune disease, as well as an average or median expression level from individuals with different autoimmune diseases. A control panel can be created with control samples from healthy non-autoimmune disease affected individuals, and/or samples from individuals with known autoimmune disease diagnosis. The control panel may also comprise expression patterns of the genes of the invention that distinguish different disease activity within the autoimmune disease patient group, such as different stages or classes of SLE. Such control panel provides a way to compare the expression level of the gene signature group and assess, which group the unknown sample belongs based on its expression profile of the selected genes. Therefore, for example, if the control is a positive control consisting of one or more samples from individuals affected with SLE, the expression similar to the SLE control is indicative of the individual being affected with SLE. Although it is desirable to include at least negative, and often also positive control sample with the analysis of the unknown sample, the control signatures may also be collected and saved in a computer database, thereby allowing analysis of samples even without simultaneous analysis of a control sample. The housekeeping gene expression is used to standardize the expression pattern.
[0082] In another embodiment, the genes are selected from the group of 28 genes consisting of AI337069; AW189843; NM_006820; NM_001548; NM_001549; NM_005101; NM_002346; AI742057; AA781795; NM_016323; NM_002534; NM_006417; AA633203; NMJ302462; NM_006187; NM_017631; NMJH7414; AA131041; AI075407; BC002548; BE049439; NMJH7523; BE888744; NM_017654; NM_016817; AA142842; NMJH4314; and NMJ) 16816, the expression provides a diagnostic signature profile, wherein altered expression of these 28 genes is indicative of SLE diagnosis.
[0083] Accordingly, the invention also provides methods of diagnosing SLE and WG, comprising analyzing in a biological sample of an individual in need of autoimmune disease diagnosis, the expression of 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-15, 15-20, 20-30, 30-40, 40-50, 50-60, 60-70, 70-80, 80-90, 90-100, 100-110, 110-120, 120-130, 130-140, 140- 150, 150-160, 160-170, 170-180, 180-190, 190-200, 200-210, 210-220, 220-230, 230- 240, 240-250, 250-260, 260-270, 270-279, of genes selected from Table 7 or Table 17 wherein altered expression of the genes is indicative of the individual being affected with SLE. [0084] The invention further provides a method of differential diagnosis of SLE from other autoimmune diseases such as rheumatoid arthritis (RA), and WG. The method comprises analyzing the gene expression in an individual in need of autoimmune disease diagnosis, such as an individual in need of differential diagnosis for autoimmune disease, in a biological sample, of genes selected from Table 7, wherein altered expression of said genes as compared to an individual with other types of autoimmune diseases than SLE is indicative of the individual being affected with SLE.
[0085] The invention also provides methods for determining the classification of SLE or WG patients based on expression analysis of a gene set of at least 2, 3, 4, 5, 6, 7, 8, 19, 10 or more genes in a biological sample, such as peripheral lymphocytes or whole blood, or cells isolated from urine sediment or a tissue biopsy, such as kidney biopsy, comprising analysis of expression of genes that are differentially expressed in more severely affected individuals that have belong to different disease sub-group of SLE or WG that indicate different disease activity.
[0086] For example, we showed that the detection of the presence of anti-dsDNA antibodies (DNA) and steroid use was significantly increased in the set of patients belonging to the high IFN-regulated gene group; while the mean age was found to be significantly lower in this group. We also noted increased presence of mucosal ulcers (MUC) in the low IFN-regulated gene group approached significance (p=0.055). For example, multivariate analysis using logistic regression indicated that increased anti- dsDNA antibodies was significantly correlated with the high IFN-regulated gene group (Bayesian information criterion = 3.76). The genes that were found significantly upregulated in biological samples that typically also had increased amounts of anti-ds¬ DNA antibodies, included AA056548; AA083478; AA083478; AA131041; AA142842; AA150460; AA195074; AA233374; AA523958; AA573502; AA577672; AA741307; AA781795; AA976354; AF043337; AF063612; AF093744; AF129536; AF134715; AF208043; AF218365; AF220028; AF220030; AF237916; AF240697; AF240698; AF280094; AF307338; AF312735; AF312735; AF317129; AF323540; AI064690; AI075407; AI143416; AI304317; AI337069; AI421071; AI539443; AI557312; AI559696; AI608902; AI631846; AI651594; AI654857; AI688640; AI709406; AI738416; AI742057; AI798098; AI809206; AI825926; AI857639; AI859280; AI859865; AI862559; AI925506; AI954660; AI967971; AI984040; AK000229; AK002064; AK023661; AK023724; AK023743; AK025064; AK026751; AL045882; ALl 17607; AL121829; AL121994; AL136680; AL136924; AL161961; AU147903; AV706522; AV755522; AW008051; AW014557; AW014593; AW083820; AW151360; AW188198; AW189843; AW275016; AW297731; AW474434; AW575754; AW847318; BC000080; BCOOl 165; BC001356; BC001463; BC002548; BC002666; BC006456; BE049439; BE328243; BE549540; BE645480; BE669858; BE674118; BE676543; BE788439; BE788984; BE886225; BE888744; BE966604; BFl 10588; BF223193; BF446719; BF509371; BF589359; BG035151; BG256677; BG260886; BG271923; BG291961; BG538627; BG545653; D43949; H98105; H99792; L03419; N47725; N53555; NMJ300062; NM__000593; NM_001295; NM_001511; NM_001548; NM_001549; NMJ)01695; NMJ)01827; NMJ)01862; NM_002053; NM_002201; NM_002346; NM_002450; NM_002462; NM_002462; NM_002463; NM_002534; NM_002535; NM_002592; NM_002759; NM_002796; NM _002801; NM_003113; NM_003810; NM_003902; NM_004030; NM_004223; NM_004335; NM_004643; NM_004802; NM _004832; NM_005101; NM_005138; NMJ305274; NM_005306; NM_005531; NM_005532; NM_005567; NM_005771; NM_005915; NMJ305952; NM_005953; NM_006187; NM_006417; NM_006639; NMJW6700; NM_006820; NM_006994; NMJ)07115; NM_007237; NM_012420; NM_014314; NM_014398; NMJH4705; NM_014788; NM_015907; NM_015961; NM_016323; NMJH6381; NM_016410; NM_016816; NM_016817; NM_017414; NM_017523; NM_017631; NM_017654; NM_017912; NM_018381; NM_021105; NMJ321127; NM_021170; NMJ)22147; NM_022168; NMJ)22750; NM_022763; NMJ)22873; NM_023068; NM_024119; NM_030930; U13699; U57059; U65590; U90548; and X16354. The expression of the same set of genes was moderately increased with individuals typically having few or no anti-ds-DNA antibodies in their serum. The expression changes were measured against samples from healthy individuals with no autoimmune disease and normalized using housekeeping gene standards, such as beta-actin.
[0087] The increased expression of the genes listed above is considered indicative of high level if the expression is at least about 1, 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25 fold that of a control, such as the expression of moderate or low IFN gene expressing SLE patient samples. Table 18 gives examples of the power of the genes to differentiate between low and high disease activity in SLE.
[0088] The association between the increased expression of the IFN-regulated genes and an increased level of dsDNA binding (as indicated by a Fair assay) is an important one. The detection of α-dsDNA antibodies in blood is highly specific to SLE. The appearance of α-dsDNA antibodies in serum has been shown to occur many years prior to the onset of clinical SLE, indicating the prognostic potential of this test (Swaak & Smeenk, Arm Rheum Dis. 1985 44:245-51; Arbuckle et al, NEJM 2003 349:1526-33). Further, an increase in α-dsDNA antibodies in the sera of SLE patients has been shown to occur prior to, and predictive of, SLE flares (Swaak & Smeenk, Ann Rheum Dis. 1985 44:245-51; Spronk et al., Lupus 1995 4:86-94; ter Borg et al., Arthritis Rheum. 1990 33:634-43; Ho et al., Arthritis Rheum 2001 44:2342-9; Linnik et al., Arthritis Rheum. 2005 52:1129-37). Although changes in α-dsDNA antibody titers is often used as part of clinical assessment of SLE patients, there are some studies indicating no association between α-dsDNA antibodie changes and SLE flare (WaIz et al., J Rheumatol. 1994 21:2239-41; Esdaile et al., Arthritis Rheum. 1996 39:370-8).
[0089] Thus, the increased expression of IFN-regulated genes is significantly correlated with α-dsDNA antibodies in SLE patients. Without wishing to be bound by a theory, we have therefore demonstrated that the expression of these genes as single markers as well as a group are useful, in any combination, as biomarkers for assessing SLE activity as well as predicting SLE flares. Furthermore, only 20 of the 44 patients had a positive α-dsDNA antibody test in the high IFN-regulated gene signature group, while 3 of the 28 were positive in the low IFN-regulated gene signature group. Without wishing to be bound by a theory, we have therefore shown that this particular signature is more useful than the antibody test because it is more sensitive and specific than the α-dsDNA antibody test for assessing SLE disease activity.
[0090] Accordingly, the invention provides a diagnostic/prognostic gene expression signature, or gene set as set forth in Table 13 and Table 15, that is indicative of two different classes of SLE patients: a high IFN-related gene expression group, wherein the patients typically also exhibit increase in anti-ds-DNA antibodies, and a low IFN-related gene expression group, wherein the patients typically exhibit decreased or no anti-ds- DNA antibodies. Patients with higher expression of IFN-related genes either have more active disease or are at risk of developing or about to develop an SLE flare-up, i.e. increase in disease activity and accompanying clinical symptoms, whereas patients with low IFN-related gene expression, exhibit lower disease activity.
[0091] In another embodiment, the invention provides a diagnostic/prognostic gene expression signature, that is indicative of different WG disease activity. Here, the higher increase in the expression of 1 , 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, 21, 22, 23, 24, 25, 26, 27, 28, 29, 30, 31, 32, and 33 of the genes corresponds in linear correlation with the higher BVAS WG diseaseactivity score. The gene set comprises the group consisting of NM_007219; AL562528; AL575509; AI760166; U41070; NM_001706; AI538394; AW592242; NM_007246; AW264036; NM_001995; NM_003059; AK025534; AI768563; AW295340; L32185; L13974; NM_006931; NM_000717; NM_005384; W60806; AI084056; S67779; AI452715; NM_018324; NM_004668; AI374686; AL136944; AF177765; AI767388; NM_005239; BC004564; and AL049435, wherein the increased expression of the genes in a biological sample from an individual is indicative of the individual being affected with WG; and more active disease in WG.
[0092] Also, the more expression of genes in Table 1OB was decreased, the higher the BVAS score in patients with WG was. Accordingly, the expression of genes in Table 1OA correlated positively with increased BVAS sdisease activity score, and the expression of genes in Table 1OB correlated negatively with increased BVAS disease activity score. Therefore, expression of any one or all of these genes or any combination of these genes can be used to assess disease activity in an individual affected with WG.
[0093] In one embodiment, if one looks at the expression of interferon activation pathway genes included in the gene signature of the invention, the expression of at least 1, 2, 3, 4, 5, 6, 7, 8, 9, 10-20 or more transcripts other than interferon activation pathway encoding genes is also measured. [0094] One skilled in the art can readily select genes that are not part of interferon activation pathway based on the list of genes presented in the tables, figures and text, set forth in this description.
[0095] In one embodiment, the expression of at least one other than genes selected from the group consisting of M63835, X54486, L13210, M33882, AA203213, X99699, AJ225089, U22970, ABOOOl 15, AL047596, AB006746, AL022318, U66711, and X55988 is measured.
[0096] The expression of each sample is standardized against a housekeeping gene expression in that sample. The expression is considered increased if it is increased by at least about 5%-10%, 10-20%, 20-30%, 30-40%, 40-50%, 50-60%, 60-70%, 70-80%, 80- 90%, 90-100%, 100-200%, 200-300%, 300-400%, 400-500% or even more as compared to a standard or baseline sample from another phenotype group, such as a healthy control, a median of healthy controls, an average of healthy controls, or an artificially created baseline control that is based on, for example the expression of the housekeeping gene in the cell or cell mixture of the biological sample. Such cells or cell combinations can be whole blood; white blood cell mixture; purified cells from the blood, such as monocytes, T-cells, B-cells, neutrophils, NK-cells; kidney biopsy; cells isolated from the urine sediment; or cultured cells from such biological sources as blood, kidney, skin, urine sediment or the like.
[0097] The expression is considered similar or comparable to a positive control sample, if the level of expression is similarly elevated. Similar expression, as used herein means that expression is equal to the baseline control. Similar expression also refers to greater or less than the control by about 100-90%, 90-80%, 80-70%, 70-60%, 60-50%, 50-40%, 40-30%, 30-20%, 20-15%, 15-10%, or 10-5% similarity to the baseline sample.
[0098] The biological sample as defined herein can be any biological sample containing nucleic acids from an individual, preferably human. Such biological samples include blood, tisse biopsies, such as kidney or skin biopsies, primary or cultured cells from blood or tissue biopsies, sputum samples, buccal cell samples, urine, particularly cells sedimented from urine, stool, hair follicles, frozen or otherwise preserved samples from any biological sources and so on.
[0099] In one preferred embodiment, the biological sample is a blood leukocyte sample.
[00100] In one preferred embodiment, the biological sample is a kidney biopsy sample.
[00101] In one preferred embodiment, the biological sample is cells present in the urine sediment.
[00102] In one preferred embodiment, the biological sample is whole blood. Whole blood or total blood leukocytes, or white blood cells are preferred because they allow minimal handling of the sample. Handling, such as cell separation, may change the expression in the cells during the sample preparation. Accordingly, it is preferred, although not necessary, to use cells that have been manipulated as little as possible. Whole blood or whole blood white blood cells or urine sediment cells provide thus one optimal biological sample material for analyzing the expression patterns of the present invention.
[00103] In one embodiment, the biological sample is a kidney biopsy or cells from the urine sediment. When the sample is a kidney biopsy or cells from the urine sediment, one preferred embodiment, provides a gene transcript set, or a kidney gene set that comprises at least 1, 2, 3, 4, 5, or 6 transcripts from the group selected from the transcripts corresponding to genes RSAD2/CIG5, Corf29, IFITl, IFIT3, GIP2, and LY6E.
[00104] Transcript level detection methods: The genes identified as being differentially expressed in autoimmune diseases according to the present invention may be used in a variety of nucleic acid detection assays to detect or quantify the expression level of a gene or multiple genes in a given sample. Any hybridization assay format may be used, including solution based and solid support based assay formats. Methods of detecting gene expression are well known to one skilled in the art and include, for example, Northern-blot hybridization, ribonuclease protection assay, and reverse transcriptase polymerase chain reaction (RT-PCR) based methods. The different RT- PCR based techniques are the most suitable quantification method for diagnostic purposes of the present invention, because they are very sensitive and thus require only a small sample size which is desirable for a diagnostic test. A number of quantitative RT-PCR based methods have been described and are useful in measuring the amount of transcripts according to the present invention. These methods include RNA quantification using PCR and complementary DNA (cDNA) arrays (Shalon et al., Genome Research 6(7):639- 45, 1996; Bernard et al., Nucleic Acids Research 24(8): 1435-42, 1996), and 5 'nuclease assay or real-time RT-PCR (Holland et al. Proc Natl Acad Sci USA 88: 7276-7280, 1991).
[00105] Methods using RT-PCR and internal standards differing by length or restriction endonuclease site from the desired target sequence allowing comparison of the standard with the target using gel electrophoretic separation methods followed by densitometric quantification of the target have also been developed and can be used to detect the amount of the transcripts according to the present invention (see, e.g., U.S. Patent Nos. 5,876,978; 5,643,765; and 5,639,606.
[00106] RNA quantification methods based on mass spectrometry, such as MALDI- TOF, can also be used as well known by the skilled artisan (see, for example Sequenom, Inc, CA).
[00107] Also methods based on RNase protection assays (see, e.g., High Throughput Genomics, Inc. Tucson, CA) or amplification of ligatable probes (see, e.g., ILLUMINA®, Illumina Inc., San Diego, CA) can be used.
[00108] For example,use of the qNPA method (High Throughput Genomics Inc., Tucson, AZ ) allows using only reagent addition and washes to the sample, and does not involve any RNA extraction, amplification, purification or biosynthetic steps. All the reagents that bind to the ArrayPlate are synthetic and structurally unaltered by the assay. The qNPA produces a stoichiometric amount of the specific nuclease protection probe for each gene, or a quantative amount of a chemical mirror image. [00109] In another example, the SENTRIX® Human-6 and HumanRef-8 Expression BeadChips enable generation of genome-wide expression profiles for multiple samples on a single BeadChip.
[00110] Methods and assays of the invention are most efficiently designed with array, chip, or bead hybridization based methods designed for detecting the expression levels of a large number of genes. Assays and methods of the invention may utilize available formats to simultaneously screen from, for example, at least about 6 to about 100, preferably about 1000, more preferably about 10,000 and most preferably about 1,000,000 or more different nucleic acid hybridizations. Preferred method of detecting the gene set expression signatures of the invention include nucleic acid chip- or bead- based technologies that are well suited in automation and screening of a large number of genes in a large number of individuals.
[00111] Nucleic acid arrays that are useful in the present invention include, but are not limited to those that are commercially available from Affymetrix (Santa Clara, CA) under the brand name GeneChip7. Example arrays are shown on the website at affymetrix.com.
[00112] Examples of gene expression monitoring, and profiling methods are shown in U.S. Patents Nos. 5,800,992, 6,013,449, 6,020,135, 6,033,860, 6,040,138, 6,177,248 and 6,309,822.
[00113] The nucleic acids from the biological sample may be isolated and purified or analyzed directly. In the preferred embodiment, the nucleic acids are isolated and/or purified using standard nucleic acid isolation and/or purification techniques that are well known and readily available to on skilled in the art. Direct analysis can be performed using, for example, microfluidic chips.
[00114] Methods for conducting polynucleotide hybridization assays have been well developed in the art. Hybridization assay procedures and conditions will vary depending on the application and are selected in accordance with the general binding methods known including those referred to in: Maniatis et al. Molecular Cloning: A Laboratory Manual (2nd Ed. Cold Spring Harbor, N. Y, 1989); Berger and Kimmel Methods in Enzymology, Vol. 152, Guide to Molecular Cloning Techniques (Academic Press, Inc., San Diego, CA, 1987); Young and Davism, P.N.A.S, 80: 1194 (1983). Methods and apparatus for carrying out repeated and controlled hybridization reactions have been described, for example, in US patent 5,871,928, 5,874,219, 6,045,996 and 6,386,749, 6,391,623 each of which are incorporated herein by reference.
[00115] In one embodiment, a FLOW-THRU® chip, such as that disclosed in U.S. Patent No. 5,843,767, which disclosure in incorporated herein by reference in its entirety, is used with present invention. The FLOW-THRU® chip generally comprises an array of micro-channels extending through a solid support. Each micro-channel contains a probe specific for a gene selected from Table 6; and different channels contain different probes for different genes or for the same gene. The hybridization and/or binding reactions take place by providing fluidic flow through of the sample through the chip.
[00116] Alternatively, the transcript expression assay can be conducted using microbeads labeled with different spectral property and/or fluorescent (or colorimetric). Technologies such as CYVERA technology (from ILLUMINA inc.) can be easily optimized to analyze the gene sets or sub-sets of the invention. For example, polystyrene microspheres are provided by Luminex Corp, Austin, Tex. that are internally dyed with two spectrally distinct fluorochromes. Using precise ratios of these fluorochromes, a large number of different fluorescent bead sets (e.g., 100 sets) can be produced. Each set of the beads can be distinguished by its spectral address, a combination of which allows for measurement of a large number of analytes in a single reaction vessel. A third fluorochrome coupled to a reporter molecule quantifies the biomolecular interaction that has occurred at the microsphere surface. These different fluorescent bead sets can be used to label the reference nucleic acids targeting different SNP sites on a test DNA by using standard nucleic acid chemical synthesis methods or by PCR amplification using primers labeled with the beads (e.g., primers modified with 5' amine for coupling to carboxylated microsphere or bead).
[00117] In another embodiment of the present invention, protein and tissue arrays can also be used. In protein arrays, the probes are specific for protein products of the genes of Table 6 or fragments thereof. These probes can be, but are not limited to, antibodies, cell surface receptors, secreted proteins, receptor ligands, irnmunoliposom.es, immunotoxins, cytosolic proteins, nuclear proteins, and functional motifs thereof that specifically bind to the protein products of the genes of Table 6 or fragments thereof. The probes are immobilized on a solid support to form an array and provides a specific binding partner for the protein products of the genes of Table 6 or fragments thereof. The supports can be either plates (glass, plastics, or silicon) or membranes made of nitrocellulose, nylon, or polyvinylidene difluoride (PVDF).
[00118] To use a protein array in studying protein expression patterns, a protein array is incubated with a protein sample prepared under the conditions that native protein- protein interactions are minimized. After incubation, unbound or non-specific binding proteins can be removed with several washes. Proteins specifically bound to their respective binding partners on the array are then detected. Because the binding partners are immobilized in a predetermined order, the identity of the protein captured at each position is therefore known. Measurement of protein amount at all positions on the array thus reflects the protein expression pattern in the sample.
[00119] The quantities of the proteins trapped on the array can be measured in several ways. The amount of proteins bound to each antibody represents the level of the specific protein in the sample. If a specific group of proteins are interested, they can be detected by agents which specifically recognize them. Other methods, like immunochemical staining, surface plasmon resonance, matrix-assisted laser desorption/ionization-time of flight, can also be used to detect the captured proteins.
[00120] Tissue arrays consist of regular arrays of cores of embedded biological tissue arranged in a sectionable block typically made of the same embedding material used originally for the tissue in the cores. The new blocks may be sectioned by traditional means (microtomes etc.) to create multiple nearly identical sections each containing dozens, hundreds or even over a thousand different tissue types.
[00121] In tissue array, the tissue sample is assayed for differential expression of the protein products of the genes of Table 6. When analyzing the intracellular localization of a target protein, standard cytoimmunostaining techniques known to skilled artisans can be employed. Cytoimmunostaining may be performed directly on frozen sections of cells or tissues or, preceded by fixing cells with a fixative that preserves the intracellular structures, followed by permeablization of the cell to ensure free access of the probes. The step of permeablization can be omitted when examining cell-surface antigens. After incubating the cell preparations with a probe such as an antibody specific for the target, unbound antibody is removed by washing, and the bound antibody is detected either directly (if the primary antibody is labeled) or, more commonly, indirectly visualized using a labeled secondary antibody. In localizing a target polypeptide to a specific subcellular structure in a cell, co-staining with one or more marker antibodies specific for antigens differentially present in such structure is preferably performed. A battery of organelle specific antibodies is available in the art. Non-limiting examples include plasma membrane specific antibodies reactive with cell surface receptor Her2, endoplasmic reticulum (ER) specific antibodies directed to the ER resident protein Bip, Golgi specific antibody α-adaptin, and cytokeratin specific antibodies which will differentiate cytokeratins from different cell types (e.g. between epithelial and stromal cells) or in different species. To detect and quantify the immunospecific binding, digital image analysis system coupled to conventional or confocal microscopy can be employed.
[00122] Assays to monitor the expression of a gene or genes of Table 6 may utilize any available means of monitoring for changes in the expression level of the nucleic acids of the invention. As used herein, an agent is said to modulate the expression of a nucleic acid of the invention if it is capable of up or down regulating expression of the nucleic acid in a cell.
[00123] In one assay format, gene chips containing probes to at least two genes selected from Table 6 may be used to directly monitor or detect changes in gene expression in the treated or exposed cell. High density gene chips and their uses are described in U.S. Patent No. 6,040,138 to Lockhart et al., which is incorporated herein by reference. An alternative format to the gene chip is the flow-through chip disclosed in U.S. Patent No. 5,843,767 to Beattie, which is incorporated herein by reference.
[00124] Additional assay formats may be used to monitor the ability of the agent to modulate the expression of one or more genes identified in Table 6. For instance, as described above, mRNA expression may be monitored directly by hybridization of probes to the nucleic acids of Table 6. Cell lines are exposed to the agent to be tested under appropriate conditions and time and total RNA or mRNA is isolated by standard procedures such those disclosed in Sambrook et al. (1989), Molecular Cloning A Laboratory Manual, Cold Spring Harbor Laboratory Press.
[00125] Further, applicants have also discovered that the level of expression is also proportional to the severity of SLE. The higher level of expression corresponds with a higher SLEDAI (Systematic Lupus Erythematosus Disease Activity Index) score which measures disease activity and severity.
[00126] The present inventor has examined tissue samples from normal individuals, SLE, and other autoimmune diseases, such as WG, and RA, to identify a gene set associated with SLE. Changes in gene expression, also referred to as expression profiles or expression pattern, provide useful markers for diagnostic uses as well as markers that can be used to monitor disease states, disease progression, drug toxicity, drug efficacy and drug metabolism.
[00127] Uses for the Gene Expression Patterns of Autoimmune Disease Markers as Diagnostics: As described herein, the expression profiles of the genes of Table 6 may be used as diagnostic markers for the prediction or identification of autoimmune diseases, such as SLE and WG. For instance, a tissue sample, such as blood sample or kidney biopsy or cells from the urine sediment, or other sample from a patient may be assayed by any of the methods described herein or by any other method known to those skilled in the art, and the expression levels from a gene or genes from Table 6 may be compared to the expression levels found in normal sample. Expression profiles generated from the tissue, blood, or other sample that substantially resemble an expression profile from normal or diseased tissue may be used, for instance, to aid in disease diagnosis. Particularly, for example, the genes of Table 1 or Table 4 are upregulated specifically in SLE patients without being upregulated in other rheumatic autoimmune diseases, such as WG or RA. Comparison of the expression data, as well as available sequence or other information may be done by researcher or diagnostician or may be done with the aid of a computer and databases. [00128] Furthermore, the genes of Table 6, Table 7, Table 8, Table 13, Table 14, Table 15, Table 16 and Table 17 can also detect drug-induced lupus. Some drugs can induce a lupus like syndrome as a side effect resulting from long term use, which can be diagnosed with certainty only by resolution of symptoms and their failure to recur after stopping the medication. Lupus-inducing drugs are typically those used to treat chronic diseases. No obvious common factor links the drugs that are likely to cause lupus, which includes medicines used to treat heart disease, thyroid disease, hypertension, neuropsychiatric disorders, certain anti-inflammatory agents and antibiotics. At least eighty (80) drugs currently in use can cause drug-induced lupus. However, most cases have been associated with procainamide (Pronestyl), hydralazine (Apresoline), and quinidine (Quinaglute). The risk for developing lupus-like disease from any of the other seventy seven (77) drugs is low or very low, with some drugs only one or two cases have been reported. Other specific drugs that have been linked to drug-induced lupus include, but are not limited to, Enbrel, Remicade, Celebrex, beta-blockers, penicillin, tetracyclines, dilantin, INH, oral contraceptives, and various vaccines.
[00129] Use of the SLE Markers for Monitoring Disease Progression
[00130] As described above, the genes and gene expression information of Table 6 can also be used as markers for the monitoring of disease activity. For instance, a tissue, blood, or other sample from a patient may be assayed by any of the methods described above, and the expression levels in the sample from a gene or genes from Table 6 may be compared to the expression levels found in normal tissue. The gene expression pattern can be monitored over time to track activity of the disease. Comparison of the expression pattern, as well as available sequence or other information may be done by researcher or diagnostician or may be done with the aid of a computer and databases.
[00131 ] Use of the SLE Markers for Screening Tests
[00132] According to the present invention, the genes identified in Table 6 can be used as markers to evaluate the effects of a candidate drug or agent on a cell, particularly a cell from a SLE tissue sample. [00133] Alternatively, a patient can be treated with a drag candidate and the activity of SLE is monitored over time. This method comprises treating the patient with an agent, obtaining a tissue sample from the patient, extracting a gene product sample from the tissue sample, contacting the gene product sample with probes which specifically bind with gene products of Table 6, and comparing the binding pattern over time to determine the effect of the agent on the activity of SLE.
[00134] In another embodiment, the genes identified in Table 6 can be used as markers to screen agents that can cause SLE or SLE-like conditions. Preferably, the screening is accomplished on a tissue or cellular sample. The method comprises exposing a cell to a test agent, extracting a gene product sample from the tissue sample, contacting the gene product sample with probes which specifically bind with gene products of Table 6, and comparing the binding pattern with normal and SLE cells to determine the effect of the agent on the cell or tissue samples.
[00135] In one embodiment, the invention provides a personalized screen for an SLEAVG patient to select a drug that most effectively normalizes the SLE/WG specific gene expression profile. Here, patient's cells are cultured and exposed to medicines and the expression of the genes, selected from Table 6, are monitored and compared to control and disease samples. The drag that induces improvement in the gene expression profile in the cultured cells from the patient, can then be selected to treat the SLEAVG patient.
[00136] A candidate drag or agent can be screened for the ability to stimulate the transcription or expression of a given marker or markers (drag targets) or to down regulate or counteract the transcription or expression of a marker or markers. According to the present invention, one can also compare the specificity of drags' effects by looking at the number of markers affected by different drags and comparing them. Similar sets of markers identified for two drags indicate similar effects.
[00137] The agents to be screened in the methods of the present invention can be, for example, peptides, small molecules, vitamin derivatives, as well as carbohydrates, dominant negative proteins, DNA encoding these proteins, antibodies to these proteins, peptide fragments of these proteins or mimics of these proteins may be introduced into cells to affect function. "Mimic" as used herein refers to the modification of a region or several regions of a peptide molecule to provide a structure chemically different from the parent peptide but topographically and functionally similar to the parent peptide. A skilled artisan can readily recognize that there is no limit as to the structural nature of the agents of the present invention.
[00138] In another assay format, cells or cell lines are first identified which express the gene products of the invention physiologically. Cell and/or cell lines so identified would be expected to comprise the necessary cellular machinery such that the fidelity of modulation of the transcriptional apparatus is maintained with regard to exogenous contact of a drug or agent with appropriate surface transduction mechanisms and/or the cytosolic cascades. Such cell lines may be, but are not required to be, derived from tissue samples of individuals suffering from SLE. Further, such cells or cell lines may be transduced or transfected with an expression vehicle (e.g., a plasmid or viral vector) construct comprising an operable non translated 5' promoter containing end of the structural gene encoding the instant gene products fused to one or more antigenic fragments, which are peculiar to the instant gene products, wherein said fragments are under the transcriptional control of said promoter and are expressed as polypeptides whose molecular weight can be distinguished from the naturally occurring polypeptides or may further comprise an immunologically distinct tag. Such a process is well known in the art (see Sambrook et al., (1989) Molecular Cloning A Laboratory Manual, Cold Spring Harbor Laboratory Press).
[00139] Cells or cell lines transduced or transfected as outlined above are then contacted with drugs or agents under appropriate conditions. For example, the drug or agent comprises a pharmaceutically acceptable excipient and is contacted with cells in an aqueous physiological buffer such as phosphate buffered saline (PBS) at physiological pH, Eagles balanced salt solution (BSS) at physiological pH, PBS or BSS comprising serum or conditioned media comprising PBS or BSS and serum incubated at 37°C. Said conditions may be modulated as necessary by one of skill in the art. Subsequent to contacting the cells with the drug or agent, said cells will be disrupted and the polypeptides of the lysate are fractionated such that a polypeptide fraction is pooled and contacted with an antibody to be further processed by immunological assay (e.g., .ELISA, immunoprecipitation or Western blot). The pool of proteins isolated from the "agent contacted" sample will be compared with a control sample where only the excipient is contacted with the cells; and an increase or decrease in the immunologically generated signal from the "drug or agent contacted" sample compared to the control will be used to distinguish the effectiveness of the drug or agent.
[00140] Another embodiment of the present invention provides methods for identifying drugs or agents that modulate the levels, concentration or at least one activity of a protein(s) encoded by the genes of Table 6. Such methods or assays may utilize any means of monitoring or detecting the desired activity.
[00141] In one format, the relative amounts of a protein of the invention between a cell population that has been exposed to the drug or agent to be tested compared to an un exposed control cell population may be assayed. In this format, probes such as specific antibodies are used to monitor the differential expression of the protein in the different cell populations. Cell lines or populations are exposed to the drug or agent to be tested under appropriate conditions and time. Cellular lysates may be prepared from the exposed cell line or population and a control, unexposed cell line or population. The cellular lysates are then analyzed with probes, such as specific antibodies.
[00142] The genes which are assayed according to the present invention are typically in the form of mRNA or reverse transcribed mRNA. The genes may or may not be cloned; and the genes may or may not be amplified. The cloning itself does not appear to bias the representation of genes within a population. However, it may be preferable to use polyA+ RNA as a source, as it can be used with less processing steps.
[00143] Probes based on the sequences of the genes described herein may be prepared by any commonly available method. Oligonucleotide probes for assaying the tissue or cell sample are preferably of sufficient length to specifically hybridize only to appropriate, complementary genes or transcripts. Typically the oligonucleotide probes will be at least 10, 12, 14, 16, 18, 20 or 25 nucleotides in length. In some cases longer probes of at least 30, 40, 50, 60 or 70 nucleotides will be desirable. It is preferable that more than one probe specific for each gene is used in the assay.
[00144] Oligonucleotide Probe design
[00145] One of skill in the art will appreciate that an enormous number of array designs are suitable for the practice of this invention. The high density array will typically include a number of probes that specifically hybridize to the sequences of interest. Methods of producing probes for a given gene or genes are disclosed in WO 99/32660, which is incorporated herein by reference. In addition, in a preferred embodiment, the array will include one or more control probes. High density array chips of the invention include "test probes." Test probes may be oligonucleotides that range from about 5 to about 500 or about 10 to about 100 nucleotides, more preferably from about 20 to about 80 nucleotides and most preferably from about 50 to about 70 nucleotides in length. In other particularly preferred embodiments the probes are about 20 to about 25 nucleotides in length. In another preferred embodiment, test probes are double or single strand DNA sequences. DNA sequences are isolated or cloned from natural sources or amplified from natural sources using natural nucleic acid as templates. These probes have sequences complementary to particular subsequences of the genes whose expression they are designed to detect. Thus, the test probes are capable of specifically hybridizing to the target nucleic acid they are to detect.
[00146] In addition to test probes that bind the target nucleic acid(s) of interest, the high density array can contain a number of control probes. The control probes fall into three categories referred to herein as (1) normalization controls; (2) expression level controls; and (3) mismatch controls.
[00147] Normalization controls are oligonucleotide or other nucleic acid probes that are complementary to labeled reference oligonucleotides or other nucleic acid sequences that are added to the nucleic acid sample. The signals obtained from the normalization controls after hybridization provide a control for variations in hybridization conditions, label intensity, "reading" efficiency and other factors that may cause the signal of a perfect hybridization to vary between arrays. In a preferred embodiment, signals (e.g., fluorescence intensity) read from all other probes in the array are divided by the signal (e.g., fluorescence intensity) from the control probes thereby normalizing the measurements.
[00148] Virtually any probe may serve as a normalization control. However, it is recognized that hybridization efficiency varies with base composition and probe length. Preferred normalization probes are selected to reflect the average length of the other probes present in the array, however, they can be selected to cover a range of lengths. The normalization controls can also be selected to reflect the (average) base composition of the other probes in the array, however in a preferred embodiment, only one or a few probes are used and they are selected such that they hybridize well (i. e., no secondary structure) and have minimal cross match with non-specific targets.
[00149] Typical expression level control probes have sequences complementary to subsequences of constitutively expressed housekeeping genes including, but not limited to the 3 actin gene, the transferrin receptor gene, the GAPDH gene, and the like. Examples of other useful housekeeping genes are provided elsewhere in this spacification.
[00150] Mismatch controls are generally not required when using probes of about 60 to about 70 nucleotides. However, when using shorter probes, mismatch controls may also be provided for the probes to the target genes, for expression level controls or for normalization controls. Mismatch controls are oligonucleotide probes or other nucleic acid probes identical to their corresponding test or control probes except for the presence of one or more mismatched bases. A mismatched base is a base selected so that it is not complementary to the corresponding base in the target sequence to which the probe would otherwise specifically hybridize. One or more mismatches are selected such that under appropriate hybridization conditions (e.g., stringent conditions) the test or control probe would be expected to hybridize with its target sequence, but the mismatch probe would not hybridize (or would hybridize to a significantly lesser extent). Preferred mismatch probes contain a central mismatch. Thus, for example, where a probe is a twenty mer, a corresponding mismatch probe will have the identical sequence except for a single base mismatch (e.g., substituting a G, a C or a T for an A) at any of positions 6 through 14 (the central mismatch).
[00151] Mismatch probes thus provide a control for non specific binding or cross hybridization to a nucleic acid in the sample other than the target to which the probe is directed. Mismatch probes also indicate whether a hybridization is specific or not. For example, if the target is present the perfect match probes should be consistently brighter than the mismatch probes. In addition, if all central mismatches are present, the mismatch probes can be used to detect a mutation. The difference in intensity between the perfect match and the mismatch probe provides a good measure of the concentration of the hybridized material.
[00152] However, when using the preferred embodiment of about 60-mer to about 70 mer probes, mismatch probes are not required as the probes are sufficiently long that a single mismatch does not effect an appreciable difference in binding efficiency.
[00153] Nucleic Acid Samples
[00154] As is apparent to one of ordinary skill in the art, nucleic acid samples used in the methods and assays of the invention may be prepared by any available method or process. Methods of isolating total RNA are also well known to those of skill in the art. For example, methods of isolation and purification of nucleic acids are described in detail in Chapter 3 of Laboratory Techniques in Biochemistry and Molecular Biology: Hybridization With Nucleic Acid Probes, Part I - Theory and Nucleic Acid Preparation, Tijssen, (1993) (editor) Elsevier Press. Such samples include RNA samples, but also include cDNA synthesized from a mRNA sample isolated from a cell or tissue of interest. Such samples also include DNA amplified from the cDNA, and an RNA transcribed from the amplified DNA. One of skill in the art would appreciate that it is desirable to inhibit or destroy RNase present in homogenates before homogenates can be used.
[00155] Biological samples may be of any biological tissue or fluid or cells from any organism as well as cells raised in vitro, such as cell lines and tissue culture cells. Frequently the sample will be a "clinical sample" which is a sample derived from a patient. Typical clinical samples include, but are not limited to, sputum, blood, blood cells (e.g., white blood cells or leukocytes), tissue or fine needle biopsy samples, urine, peritoneal fluid, and pleural fluid, or cells therefrom.
[00156] Biological samples may also include sections of tissues, such as frozen sections or formalin fixed sections taken for histological purposes.
[00157] Solid Supports
[00158] Solid supports containing oligonucleotide probes for differentially expressed genes of the invention can be filters, polyvinyl chloride dishes, silicon or glass based chips, etc. Such wafers and hybridization methods are widely available, for example, those disclosed by U.S. Patent No. 6,040,138 to Lockhart et al. and U.S. Patent No. 5,843,767 to Beattie. Any solid surface to which oligonucleotides can be bound, either directly or indirectly, either covalently or non covalently, can be used. A preferred solid support is a high density array or DNA chip. These contain a particular oligonucleotide probe in a predetermined location on the array. Each predetermined location may contain more than one molecule of the probe, but each molecule within the predetermined location has an identical sequence. Such predetermined locations are termed features. There may be, for example, about 2, 10, 100, 1000 to 10,000; 100,000 or 400,000 of such features on a single solid support. The solid support, or the area within which the probes are attached may be on the order of a square centimeter (see, e.g., FLOW-THRU CHIP™, Metrigenix Corporation, Toronto, Canada).
[00159] Oligonucleotide probe arrays for expression monitoring can be made and used according to any techniques known in the art (see for example, Lockhart et al. (1996), Nat. Biotechnol., 14: 1675 1680; McGaIl et al. (1996), PNAS USA, 93:13555-13460). Such probe arrays may contain at least two or more oligonucleotides that are complementary to or hybridize to two or more of the genes described herein. Such arrays may also contain oligonucleotides that are complementary or hybridize to at least about 2, 3, 4, 5, 6, 7, 8, 9, 10, 20, 30, 50, 70, 100 or more the genes described herein.
[00160] Methods of forming high density arrays of oligonucleotides with a minimal number of synthetic steps are known. The oligonucleotide analogue array can be synthesized on a solid substrate by a variety of methods, including, but not limited to, light directed chemical coupling, and mechanically directed coupling (U.S. Patent No. 5,143, 854 to Pirrung et al.; U.S. Patent No. 5,800,992 to Fodor et al.; U.S. Patent No. 5,837,832 to Chee et al; which are incorporated herein by reference).
[00161] In brief, the light directed combinatorial synthesis of oligonucleotide arrays on a glass surface proceeds using automated phosphoramidite chemistry and chip masking techniques. In one specific implementation, a glass surface is derivatized with a silane reagent containing a functional group, e.g., a hydroxyl or amine group blocked by a photolabile protecting group. Photolysis through a photolithogaphic mask is used selectively to expose functional groups which are then ready to react with incoming 5' photoprotected nucleoside phosphoramidites. The phosphoramidites react only with those sites which are illuminated (and thus exposed by removal of the photolabile blocking group). Thus, the phosphoramidites only add to those areas selectively exposed from the preceding step. These steps are repeated until the desired array of sequences has been synthesized on the solid surface. Combinatorial synthesis of different oligonucleotide analogues at different locations on the array is determined by the pattern of illumination during synthesis and the order of addition of coupling reagents.
[00162] In addition to the foregoing, additional methods which can be used to generate an array of oligonucleotides on a single substrate are described in U.S. Patent No. 5,677,195 to Winkler et al., which is incorporated herein by reference. High density nucleic acid arrays can also be fabricated by depositing premade or natural nucleic acids in predetermined positions. Synthesized or natural nucleic acids are deposited on specific locations of a substrate by light directed targeting and oligonucleotide directed targeting. Another embodiment uses a dispenser that moves from region to region to deposit nucleic acids in specific spots.
[00163] Hybridization
[00164] Nucleic acid hybridization simply involves contacting a probe and target nucleic acid under conditions where the probe and its complementary target can form stable hybrid duplexes through complementary base pairing (see U.S. Patent No. 6,333,155 to Lockhart et al, which is incorporated herein by reference). The nucleic acids that do not form hybrid duplexes are then washed away leaving the hybridized nucleic acids to be detected, typically through detection of an attached detectable label. It is generally recognized that nucleic acids are denatured by increasing the temperature or decreasing the salt concentration of the buffer containing the nucleic acids.
[00165] Under low stringency conditions (e.g., low temperature and/or high salt) hybrid duplexes (e.g., DNA DNA, RNA RNA or RNA DNA) will form even where the annealed sequences are not perfectly complementary.
[00166] Thus specificity of hybridization is reduced at lower stringency. Conversely, .at higher stringency (e.g., higher temperature or lower salt) successful hybridization requires fewer mismatches. One of skill in the art will appreciate that hybridization conditions may be selected to provide any degree of stringency. In a preferred embodiment, hybridization is performed at low stringency, in this case in 6x SSPE T at 37°C (0.005% Triton x 100) to ensure hybridization and then subsequent washes are performed at higher stringency (e.g., 1 x SSPE T at 370C) to eliminate mismatched hybrid duplexes. Successive washes maybe performed at increasingly higher stringency (e.g., down to as low as 0.25x SSPE-T at 37°C to 50°C) until a desired level of hybridization specificity is obtained. Stringency can also be increased by addition of agents such as formamide. Hybridization specificity may be evaluated by comparison of hybridization to the test probes with hybridization to the various controls that can be present (e.g., expression level control, normalization control, mismatch controls, etc.).
[00167] In general, there is a tradeoff between hybridization specificity (stringency) and signal intensity. Thus, in a preferred embodiment, the wash is performed at the highest stringency that produces consistent results and that provides signal intensity greater than approximately 10% of the background intensity. Thus, in a preferred embodiment, the hybridized array may be washed at successively higher stringency solutions and read between each wash. Analysis of the data sets thus produced will reveal a wash stringency above which the hybridization pattern is not appreciably altered and which provides adequate signal for the particular oligonucleotide probes of interest.
[00168] Signal Detection [00169] The hybridized nucleic acids are typically detected by detecting one or more labels attached to the sample nucleic acids. The labels may be incorporated by any of a number of means well known to those of skill in the art (see U.S. Patent No. 6,333,155 to Lockhart et al, which is incorporated herein by reference). Commonly employed labels include, but are not limited to, biotin, fluorescent molecules, radioactive molecules, chromogenic substrates, chemiluminescent labels, enzymes, and the like. The methods for biotinylating nucleic acids are well known in the art, as are methods for introducing fluorescent molecules and radioactive molecules into oligonucleotides and nucleotides.
[00170] When biotin is employed, it is detected by avidin, streptavidin or the like, which is conjugated to a detectable marker, such as an enzyme (e.g., horseradish peroxidase) or radioactive label (e.g., 32P, 35S, 33P). Enzyme conjugates are commercially available from, for example, Vector Laboratories, Burlingame, CA. Steptavidin binds with high affinity to biotin, unbound stretavidin is washed away, and the presence of horseradish peroxidase enzyme is then detected using a substrate in the presence of peroxide and appropriate buffers. The binding reaction may be detected using a microscope equipped with a visible light source and a CCD camera (Princeton Instruments, Princeton, N.J.).
[00171] Detection methods are well known for fluorescent, radioactive, chemiluminescent, chromogenic labels, as well as other commonly used labels. Briefly, fluorescent labels can be identified and quantified most directly by their absorption and fluorescence emission wavelengths and intensity. A microscope/camera setup using a light source of the appropriate wavelength is a convenient means for detecting fluorescent label. Radioactive labels may be visualized by standard autoradiography, phosphor image analysis or CCD detector. Other detection systems are available and known in the art.
[00172] Databases
[00173] The present invention includes relational databases containing sequence information, for instance for the genes of Table 6, as well as gene expression information for SLE, other rheumatic autoimmune diseases, such as Wegener's Granulomatosus, Rheumatoid Arthritis, and Inflammatory Bowel Disease (Crohn's and Ulcerative Colitis), and normal tissue. Databases may also contain information associated with a given sequence or tissue sample such as descriptive information about the gene associated with the sequence information, or descriptive information concerning the clinical status of the tissue sample, or the patient from which the sample was derived. The database may be designed to include different parts, for instance a sequences database and a gene expression database.
[00174] Methods for the configuration and construction of such databases are widely available, for instance in U.S. Patent 5,953,727 to Akerblom et al., which is herein incorporated by reference.
[00175] The databases of the invention may be linked to an outside or external database. In a preferred embodiment, the external database is GenBank and the associated databases maintained by the National Center for Biotechnology Information (NCBI).
[00176] Any appropriate computer platform may be used to perform the necessary comparisons between sequence information, gene expression information and any other information in the database or provided as an input. For example, a large number of computer workstations are available from a variety of manufacturers, such has those available from Silicon Graphics. Client server environments, database servers and networks are also widely available and appropriate platforms for the databases of the invention.
[00177] The databases of the invention may be used to produce, among other things, electronic Northerns to allow the user to determine the cell type or tissue in which a given gene is expressed and to allow determination of the abundance or expression level of a given gene in a particular tissue or cell.
[00178] The databases of the invention may also be used to present information identifying the expression level in a tissue or cell of a set of genes comprising at least one gene in Table 6 comprising the step of comparing the expression level of at least one gene in Table 6 in the tissue to the level of expression of the gene in the database. Such methods may be used to predict the physiological state of a given tissue by comparing the level of expression of a gene or genes in Table 6 from a sample to the expression levels found in normal tissue or tissues of other rheumatic autoimmune diseases. Such methods may also be used in the drug or agent screening assays as described above.
[00179] Without further description, it is believed that one of ordinary skill in the art can, using the preceding description and the following illustrative examples, make and utilize the compounds of the present invention and practice the claimed methods. The following example is given to illustrate the present invention. It should be understood that the invention is not to be limited to the specific conditions or details described in this example.
[00180] Following is a list of housekeeping genes that are useful in determining the expression levels in individuals according to the present invention derived from the article "Human Housekeeping genes are compact," published in Trends in Genetics 19, 362-365 (2003). Genes designated by asterisk are in popular use as reference in real-time PCR. Any of the known housekeeping genes, such as the genes presented herein by the public accession ID numbers, can be used in the methods of the present invention. A non- limiting list of examples of housekeeping genes include NM_001101; *NM_000034; *NM_002046; *NM_000291; *NM_005566; *NM_002954; *NM_000981; *NM_000975; *NM_007363; *NMJ)04309; *NM_000994; *NM_022551; *NM_007355; NM_004515; NM_004651; NM_004888; NM_003334; NM_001320; NM_003915; NM_001250; NM_001904; NM_003753; NM_004541; NM_001654; NM_002967; NMJ)Ol 183; NM_003526; NM_004718; NM_004436; NM_001207; NM_004907; NM_004889; NM_003769; NM_003910; NMJ)OOlOO; NM_004785; NMJ)Ol 120; NMJ)OOl 82; NM_003377; NM_003576; NM_000918; NM_004584; NM_004952; NM_004308; NM_003190; NM_004640; NM_001064; NM_002117; NM_004161; NM_003339; NM_003969; NM_000516; NM_002819; NMJ)OlOOl; NM_004649; NM_000175; NM_001867; NMJ)Ol 967; NM_001863; NM_001997; NM_002088; NM_001862; NM_004255; NMJXH788; NM_004781; NM_003801; NM_004643; NM_001537; NM_003680; NM_003345; NM_002568; NM_001487; NM_001861; NM_004890; NM_002812; NM_004926; NM_002539; NM_000979; NM_000977; NM_001015; NM_001760; NM_003973; NM_002815; NM_000367; NM_000973; NM_004689; NM_001848; NM_004068; NM_001687; NM_004197; NM_001028; NM_001022; NM_004759; NMJ)01623; NM_004894; NM_002375; NM_001013; NM_003779; NMJ)01296; NM_001009; NM_003021; NM_004285; NM_004142; NM_001950; NM_003815; NMJ)Ol 119; NMJ)OIl 11; NM_003466; NM_001155; NM_003465; NM_003186; NM_000802; NM_004924; NM_002931; NM_000020; NM_001785; NM_004339; NM_003860; NM_000214; NM_002167; NM_001664; NM_003166; NM_001746; NM_001662; NMJW1660; NM_001658; NM_003313; NM_001494; NM_003145; NMJ)Ol 619; NM_001420; NMJ)04930; NMJKM596; NM_004168; NM_004156; NMJ)04910; NM_004517; NM_004494; NM_004121; NMJ)04404; NM_004394; NM_004383; NM_004074; NMJ)04039; NM_001053; NM_001328; NMJXU273; NM_003430; NM_003314; NM_003217; NMJ)03132; NM_000199; NM_002818; NM_002733; NM_002631; NM_002574; NM_002512; NM_002455; NM_002444; NMJ)00529; NM_003573; NM_002315; NM_000884; NM_003641; NM_000841; NM_002070; NM_001493; NMJ)02048; NM_002032; NM_001418; NM_001350; NM_001843; NMJ)01728; NM_001667; NM_001659; NM_003746; NM_002127; NM_004712; NM_003475; NM_004046; NM_001894; NM_003795; NM_001909; NM_002792; NM_002799; NM_002300; NM_004176; NM_002796; NMJ)02794; NM_002793; NM_002473; NMJXU810; NM_002624; NM_004710; NM_001127; NM_002107; NM_003899; NM_003406; NM_002419; NMJ)Ol 130; NM_003379; NM_002636; NM_002622; NM_001823; NM_003405; NM_002939; NM_003562; NM_001916; NM_002823; NM_003096; NM_003321; NM_003404; NM_002946; NM_004356; NM_001743; NM_004231; NM_004893; NM_004146; NM_002128; NM_002002; NM_000858; NM_001469; NM_003766; NM_003906; NM_000757; NM_002149; NM_001694; NM_004047; NM_001696; NM_001865; NM_004373; NM_000801; NM_000992; NM_000988; NM_001004; NM_001003; NM_000405; NM_000967; NM_001428; NM_000999; NM_000997; NM_000995; NM_002948; NM_002952; NM_001026; NM_001020; NMJ)01018; NMJ)Ol 017; NM_000969; NMJ)00985; NM_000937; NMJ)Ol 016; NM_002140; NM_002138; NM_004499; NM_001014; NM_002383; NM_002467; NM_001436; NM_004069; NM_001614; NM_002355; NM_004597; NM_002308; NM_000398; NM_000754; NM_002406; NM_003752; NM_001355; NM_004960; NMJW4729; NM_004587; NM_004552; NM_004450; NM_004048; NM_000239; NM_000269; NM_000431; NM_001247; NM_003365; NM_003329; NM_001069; NM_000356; NM_003134; NM_003131; NM_000454; NM_003091; NM_003089; NM_003016; NM_003952; NM _002950; NM_002743; NM_002686; NM_002654; NM_002648; NM_002635; NM_002494; NM_002488; NM_002434; NM_002415; NM_002227; NM_001536; NMJ)OOl 83; NM_002085; NMJ)01502; NM_002080; NM_001440; NM_003754; NM_003755; NM_003757; NM_001360; NM_001344; NM_001914; NMJ)Ol 834; NM_001833; NM_001281; NM_001749; NM_001697; NM_001689; NMJ)Ol 675; NM_001642; NM_014724; NM_005494; NM_006597; NM_006623; NM_015646; NM_016532; NM_015292; NM_005870; NM_006833; NMJ)05718; NM_005719; NM_006372; NM_005180; NM_018975; NM_005731; NM_020151; NM_005103; NM_012179; NM_020360; NM_014891; NM_005745; NMJ)05418; NM_006262; NM_133476; NM_006570; NM_006333; NM_007285; NM_006354; NM_014302; NM_006118; NM_012100; NM_015680; NM_030796; NM_024069; NMJ) 13234; NMJ) 13310; NMJ) 18507; NMJ) 17670; NMJ) 16292; NMJU4916; NMJH4696; NM_014630; NMJH4761; NM_007286; NM_007263; NM_006349; NM_006004; NM_005787; NM_012412; NM_012401; NM_007262; NM_007273; NM_021009; NM_023009; NM_015456; NM_005053; NM_006830; NM_005682; NM_012102; NM_005550; NM_021960; NM_021959; NMJH4730; NM_014402; NM_007067; NM_006086; NM_014972; NM_024092; NM_021983; NM_006510; NM_006711; NM_006145; NMJB3142; NM_006351; NM_014281; NM_012106; NM_021975; NMJH4874; NMJ)06796; NM_006666; NM_005219; NM_033546; NM_032348; NM_024798; NM_021103; NM_020195; NM_017432; NM_014901; NM_014694; NM_007369; NM_006156; NM_006429; NM_006513; NM_005022; NM_014654; NM_007209; NM_006082; NM_006362; NM_014228; NM_006411; NM_021134; NM_021974; NM_006808; NM_005617; NM_005520; NM_006755; NM_006010; NM_005088; NM_014754; NM_021953; NM_006908; NM_014231; NMJH4833; NM_005157; NMJJ06325; NM_007245; NM_007008; NM_006782; NM_006694; NM_006703; NM_006032; NM_012227; NMJH4604; NM_021642; NM_005354; NM_020529; NM_005561; NM_014774; NM_014390; NM_014623; NM_014453; NM_012127; NMJU2099; NM_006888; NM_006867; NM_006743; NM_006688; NM_006295; NM__006283; NM_006221; NM_006148; NM_005954; NM_ 006003; NM_005998; NM_005997; NM_005629; NM_005548; NM_005545; NM_ .005507; NM_005381; NM_005439; NM_006445; NM_019059; NM_006039; NM_ 006066; NM_013318; NM_006098; NM_007359; NM_017510; NM_O15399; NM_ .014508; NM_018955; NM_006368; NM_015024; NM_031420; NM_013232; NM_ .005917; NM_032801; NM_030662; NM_006268; NM_006826; NM_144582; NM_ .144565; NM_005984; NM_017828; NM_020150; NM_014610; NM_014225; NM_ 006937; NM_005726; NM_005347; NM_014255; NM_006815; NM_005456; NM_ 005273; NM_007260; NM_007103; NMJH7797; NM_016237; NM_005801; NM_ .005216; NM_016457; NM_006442; NM_021019; NM_005112; NM_005370; NM_ .006289; NM_005698; NM_024011; NMJ3O51O5; NM_006013; NM_005786; NM_ 007104; NM_005762; NM_012138; NM_015318; NM_012423; NM_021128; NM_ .032635; NM_005080; NM_006389; NM_024112; NM_006817; NM_022830; NM_ 019884; NM_021107; NM_021074; NM_014944; NMJ) 14764; NM_015343; NM_ .014420; NM_005884; NM_012407; NM_012111; NM_007144; NM_007108; NM_ .007278; NM_007100; NM_006936; NM_006899; NM_006801; NM_006612; NM_ 006659; NM_006595; NM_006401; NM_006423; NM_006460; NM_006356; NM_ .005891; NM_005839; NM_005594; NM_005340; NM_005175; NM_005165; NM_ 005001; NM_001402; NM_001958; NM_001961; NM_002714; NM_002808; NM_ .002809; NM_004898; NM_007182, and NM_032378.
[00181] Table 2
Cluster Distribution
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients,, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chemokine (C- ON 1405 _i_a C motif) ligand
M21121 0.4111 0.0069 0.1404 -0.58 0.0061 -0.0055 0.1452 -0.3871 0.1184 -0.5527 ribosomal protein L24 ///
200013_ ribosomal NM_0009 - - at protein L24 86 0.4499 0.0641T 0.088 0.3805 -0.0565 0.0502 0.0797 -0.2125 0.075 -0.3499 ribosomal protein S27a ///
200017_ ribosomal NM_0029 - at protein S27a 54 0.2357 -0.0205 0.0533 0.2411 -0.0459 0.0408 0.0567 -0.1512 0.0922 -0.4304
200017 ribosomal NM 0029 0.4258 -0.0524 0.1691 -0.0188 0.0167 0.1037 -0.2767 0.0488 -0.2278
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein S27a /// 54 0.4646
4- ribosomal protein S27a
200024_ NMJ)OlO at — 09 0.4504 -0.1132 0.1333 0.2936 -0.1023 0.091 0.0454 -0.121 0.0579 -0.2704 ribosomal protein Ll Oa ///
200036_ ribosomal NM_0071 s_at protein Ll Oa 04 0.459 -0.0663 0.113 0.4079 -0.059 0.0524 0.0844 -0.2251 0.081 -0.3782 ribosomal
200074_ protein L14 /// s at ribosomal U16738 0.3587 -0.0411 0.1519 0.4086 -0.0366 0.0325 0.0923 -0.246 0.082 -0.3825
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus PvA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein Ll 4 ribosomal protein S 6 ///
200081_ ribosomal s at protein S6 BE741754 0.4779 -0.0796 0.0876 0.3675 -0.0698 0.062 0.0729 -0.1943 0.0717 -0.3347 eukaryotic translation initiation factor 3, subunit 10
200596_ theta, s_at 150/17OkDa BE614908 0.3294 0.0723 -0.0698 0.4673 0.0655 -0.0583 0.1421 -0.3789 0.0954 -0.4453
200626 matrin 3 NM 0188 0.2655 0.0393 0.1149 0.035 -0.0311 0.1314 -0.3503 0.1003 -0.468
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at 34 0.4909 secreted protein, acidic, cysteine-rich
(osteonectin)
/// secreted protein, acidic,
200665_ cysteine-rich NMJ)031 s_at (osteonectin) 18 0.5159 -0.0581 -0.269 -0.121 -0.0527 0.0468 0.0161 -0.0431 0.0237 -0.1108 splicing factor,
200685_ arginine/serine- at rich l l AUl 46237 0.3126 0.0015 0.0695 0.3951 0.0014 -0.0012 0.0986 -0.263 0.0806 -0.3762
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score heat shock
7OkDa protein
-4
200692_ 9B (mortalin- NM_0041 s_at 2) 34 0.3754 0.01 -0.0131 0.4035 0.009 -0.008 0.1072 -0.2859 0.0815 -0.3805 eukaryotic translation
200705_ elongation NMJ)019 s_at factor 1 beta 2 59 0.4497 -0.0883 0.1137 0.3405 -0.0782 0.0696 0.0634 -0.169 0.0668 -0.3117 protein tyrosine
200730_ phosphatase s at type IVA, BF576710 -0.33 0.2695 -0.0772 -0.302 0.2544 -0.2261 0.1441 -0.3842 0.059 -0.2751
Table 6: Group of 1645 genes that are differentially expressed in. healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 1 oe ornithine
200790_ decarboxylase NM_0025 at 1 39 0.4175 -0.0099 -0.0629 0.3459 -0.0089 0.0079 0.0867 -0.2313 0.0689 -0.3217
200808_ NMJW34 s at zyxin 61 -0.5254 0.1029 0.0759 0.1974 0.0918 -0.0816 -0.0248 0.0662 -0.0382 0.1781 small nuclear ribonucleoprot ein D2
200826_ polypeptide NM. _0045 - at 16.5kDa 97 0.4284 -0. 0713 0.0588 0 .3107 -0.0646 0.0574 0.0604 -0.161 0.0619 -0.289
200858 ribosomal NM 0010 0.4234 -0. 0659 0.1289 -0.0584 0.052 0.0812 -0.2166 0.0768 -0.3582
patients.
s at protein S8 12 0,3874 chaperonin containing
200877_ TCPl, subunit NM_0064 at 4 (delta) 30 0.3705 -0.0357 0.0815 0.3675 -0.0321 0.0286 0.0842 -0.2244 0.0739 -0.3451 mannose-6- phosphate receptor
200900_ (cation s_at dependent) AI583537 0.2437 0.0487 0.0844 0.4639 0.0443 -0.0394 0.1332 -0.3551 0.0956 -0.446
200919 polyhomeotic- NM_0044 like 2 27 -0.286 -0.0273 0.0196 0.3504 -0.0251 0.0224 -0.094 0.2507 -0.0718 0.33
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients^ and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(Drosophila) lectin,
-4
O galactoside- binding,
200923_ soluble, 3 NM_0055 at binding protein 67 -0.2068 0.337 -0.2234 0.4689 0.3194 -0.2839 0.1953 -0.5208 0.0915 -0.4268
200937_ ribosomal NM_0009 s_at protein L5 69 0.4422 -0.0961 0.1285 0.3261 -0.0857 0.0761 0.0579 -0.1544 0.0641 -0.299 arginine- glutamic acid
200939_ dipeptide (RE) NM_0121 s_at repeats 02 -0.4486 0.2038 0.064 0.1397 0.193 -0.1715 0.0906 -0.2417 0.0279 -0.1301
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score structure specific
200956_ recognition s_at protein 1 BE795648 0.4182 0.004 0.0043 0.4486 0.0036 -0.0032 0.1138 -0.3033 0.0908 -0.4237
200965_ actin binding NM_0067 s_at LIM protein 1 20 0.5128 -0.0495 0.1185 0.5139 -0.0432 0.0384 0.118 -0.3148 0.1019 -0.4755
200972_ at tetraspanin 3 BC000704 0.3208 -0.0227 0.0525 0.3226 -0.0211 0.0188 0.0752 -0.2006 0.0661 -0.3084
200973_ NM_0057 s_at tetraspanin 3 24 0.3641 0.0144 0.0707 -0.484 0.0131 -0.0116 0.1221 -0.3255 0.0994 -0.4638
200983 CD59 antigen x at pl8-20 BF983379 -0.2841 0.0738 -0.1652 0.2568 0.0681 -0.0605 -0.0472 0.1259 -0.0519 0.2421
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score
(antigen identified by
-4 monoclonal antibodies
16.3A5, EJ16,
EJ30, EL32 and G344) serine (or cysteine) proteinase
200986_ inhibitor, clade NMJ)OOO at G (Cl 62 -0.4688 0.4977 -0.197 0.6514 0.4723 -0.4198 0.298 -0.7947 0.1213 -0.5662
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (topes score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score inhibitor), member 1,
-4
(angioedema, hereditary) cytoskeleton-
200999_ associated NM_0068 s_at protein 4 25 -0.3489 -0.0452 -0.0059 0.4879 -0.0404 0.0359 -0.1348 0.3594 -0.0993 0.4635 lactate
201030_ dehydrogenase NM_0023 x_at B 00 0.4206 -0.0648 0.1677 0.4249 -0.0573 0.051 0.0899 -0.2398 0.0845 -0.3943
201039_ RAD23 ###### s_at homolog A (S. BF572938 0.4116 -0.025 # 0.3602 -0.0225 0.02 0.0858 -0.2289 0.0722 -0.3371
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score cerevisiae) phosphoglucon ate dehydrogenase
/// phosphoglucon
201118. ate NM_0026 at dehydrogenase 31 -0.3104 -0.0885 0.1116 0.4504 -0.0792 0.0704 -0.1352 0.3604 -0.0911 0.425 progesterone receptor
201120_ membrane s at component 1 AL547946 0.6648 0.0241 -0.3496 0.4171 0.0211 -0.0187 0.1141 -0.3044 0.0808 -0.3772
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, i 3LE patients (lupus score), RA patients, and WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score major histocompatibil ity complex,
201137_ class II, DP NMJ3O21 s_at beta l 21 0.2755 0.0952 -0.0591 0.4827 0.0868 -0.0771 0.1426 -0.3803 0.0991 -0.4626
RAB5C, member RAS
201140_ oncogene NM_0045 s_at family 83 -0.2962 0.0139 0.0476 0.2242 0.0129 -0.0115 -0.0533 0.1422 -0.0456 0.2126
SUMO-I
201177_ activating NM_0054 s at enzyme 99 0.2644 0.0233 0.0761 0.4097 0.0213 -0.019 0.1069 -0.2849 0.0841 -0.3926
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ED Gene Title ID score score score score score 3 score score score score score subunit 2 <, inositol 1,4,5-
201189_ triphosphate NM_0022 s_at receptor, type 3 24 0.4692 -0.0057 0.0778 0.5464 -0.0051 0.0045 0.1334 -0.3557 0.1114 -0.5197
201258_ ribosomal NMJ)OlO at protein S16 20 0.4629 -0.0799 0.0955 0.3589 -0.0709 0.063 0.0703 -0.1874 0.0707 -0.3297 disabled homolog 2, mitogen- responsive
201279_ phosphoprotein s_at (Drosophila) BC003064 0.4321 -0.0069 0.0284 0.4569 -0.0063 0.0056 0.1102 -0.294 0.0927 -0.4327
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.-
1 2 3 4 5 ' 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score enolase 2
-4 201313_ (gamma, N NMMJ_0)O0l199 -4 at neuronal) 7 755 0.4017 -0.0519 0.2632 0.5317 -0.047 0.0418 0.1183 -0.3153 0.1086 -0.5068 v-ets erythroblastosi s virus E26 oncogene
201328_ homolog 2 at (avian) A ALL5577555500<9 -0.5219 0.0647 -0.0648 0.4312 0.0567 -0.0504 -0.0912 0.2432 -0.0848 0.3956 v-ets
201329_ erythroblastosi NM_0052 s at s virus E26 39 -0.5236 0.0675 0.0021 0.3609 0.0594 -0.0528 -0.0738 0.1968 -0.0705 0.3289
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score oncogene
-4 homolog 2
OO
(avian)
Rho guanine nucleotide exchange
201334_ factor (GEF) s_at 12 AB002380 0.3794 -0.0949 0.1638 0.2982 -0.0877 0.078 0.0512 -0.1366 0.0603 -0.2812
201406_ ribosomal NM_0210 at protein L36a 29 0.3609 -0.0068 0.1358 0.4869 -0.006 0.0053 0.1199 -0.3198 0.0981 -0.4579
201456_ BUB3 budding s at uninhibited by AU160695 0.3197 -0.0033 0.1312 0.4491 -0.0029 0.0026 0.1126 -0.3002 0.0911 -0.425
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set © Gene Title ID score score score score score 3 score score score score score benzimidazoles
-4 3 homolog
(yeast) nuclear cap binding protein
201521_ subunit2, NM_0073 s_at 2OkDa 62 0.3161 0.0489 -0.0693 0.3915 0.0449 -0.0399 0.1128 -0.3009 0.0801 -0.3739 replication
201528_ protein Al, at 7OkDa BG398414 0.4072 -0.0627 0.1109 0.3617 -0.0562 0.0499 0.0745 -0.1987 0.0721 -0.3363
201554_ NM_0041 x_at glycogenin 30 -0.4542 0.014 -0.0601 0.4916 0.0124 -0.011 -0.1178 0.3142 -0.0988 0.461
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
201571 dCMP s at deaminase AI656493 0.2849 0.0357 0.1183 0.5047 0.0325 -0.0289 0.1325 -0.3533 0.1042 -0.4862
O
201614_ RuvB-like 1 NM_0037 s at (E. coli) 07 0.3767 0.0034 -0.0976 0.3056 0.0031 -0.0028 0.0831 -0.2215 0.0626 -0.2922 fragile X mental retardation,
201635_ autosomal s_at homolog 1 AI990766 0.3753 -0.0108 -0.0269 0.3346 -0.0099 0.0088 0.082 -0.2188 0.0679 -0.317 bone marrow
201641_ stromal cell NM_0043 at antigen 2 35 -0.2349 0.3283 -0.142 0.4953 0.3097 -0.2753 0.2067 -0.5513 0.0971 -0.4529
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (hiptis score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score ubiquitin-
201649_ conjugating N NMMJ 03004422
SC
^ a att enzyme E2L 6 23 -0.3428 0.3232 -0.0935 0.4163 0.303 -0.2693 0.1889 -0.5036 0.0797 -0.372 myristoylated alanine-rich
201669_ protein kinase NM_0023 s_at C substrate 5 566 -0.4645 0.2723 0.0093 0.2535 0.2516 -0.2236 0.139 -0.3707 0.048 -0.224 myristoylated alanine-rich
201670_ protein kinase s_at C substrate M M6688995566 -0.5726 0.297 0.0023 0.2003 0.2739 -0.2435 0.1326 -0.3536 0.0375 -0.1752
201681 discs, large A ABBO0l1111155!5 0.5355 -0.1613 0.1126 -0.1494 0.1328 0.0184 -0.0491 0.0463 -0.2162
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at homolog 5 0.2335
(Drosophila)
201688_ tumor protein 4.00E- s_at D52 BG389015 0.3571 0.0524 04 0.5105 0.0474 -0.0421 0.1432 -0.3819 0.1046 -0.4883
201689_ tumor protein s_at D52 BE974098 0.3043 0.0903 0.0414 -0.596 0.0816 -0.0726 0.1667 -0.4446 0.1234 -0.5758
201694_ early growth NM_0019 s at r reesspnoonnssee 11 64 -0.5135 0.1329 0.2003 0.0149 0.1231 -0.1094 0.0404 -0.1078 0.0029 -0.0137
DNA
(cytosine-5-)-
201697_ methyltransfera NM_0013 s at sel 79 0.2632 0.0763 0.095 0.5679 0.0689 -0.0612 0.1571 -0.419 0.1175 -0.5482
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score neuroepithelial
OO cell
201830_ transforming NM_0058 s_at gene 1 63 0.3028 0.0221 -0.0564 0.3187 0.0209 -0.0186 0.0906 -0.2417 0.0661 -0.3084 heat shock
201841_ 27kDa protein NMJ)015 s_at 1 40 0.2578 0.068 0.0103 0.4586 0.0634 -0.0563 0.1349 -0.3597 0.0954 -0.4453
BCL2/adenovir us ElB 19kDa
201849_ interacting NM_0040 at protein 3 52 0.3668 -0.0423 0.132 0.3946 -0.0383 0.034 0.0878 -0.2341 0.0798 -0.3723
201883 UDP- D29805 0.1086 -0.1118 -0.2654 0.441 -0.1022 0.0909 -0.1397 0.3725 -0.0901 0.4204
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at Gal:betaGlcNA c beta 1,4-
OC galactosyltrans ferase, polypeptide 1 family with sequence
201889_ similarity 3 , NMJ) 148 at member C 88 0.3001 0.1015 0.0574 0.6372 0.0907 -0.0806 0.1804 -0.4811 0.1317 -0.6145 decay
201926_ accelerating s at factor for B BCC0000112288*8 -0.293 -0.0019 -0.057 0.3638 -0.0017 0.0016 -0.0939 0.2503 -0.0743 0.3465
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score complement
OO (CD55, Cromer Ul blood group system) chaperonin containing
201946_ TCPl, subunit s at 2 (beta) AL545982 0.3816 0.0321 0.0179 0.4987 0.0287 -0.0255 0.1314 -0.3505 0.1014 -0.473 chaperonin containing
201947, TCPl. subunit NM_0064 9.00E- -7.00E- s at 2(beta) 31 0.3478 04 0.051 0.4121 04 0.1033 -0.2755 0.0835 -0.3895
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score spen homolog, transcriptional " 201996_ regulator s_at (Drosophila) AL524033 0.2903 -0.1738 -0.0537 0.2142 -0.1666 0.1481 -0.1037 0.2765 -0.0438 0.2043
202018_ NM_0023 s_at lactotransferrin 43 -0.6543 0.1012 -0.4532 0.845 0.0859 -0.0763 -0.1915 0.5106 -0.1675 0.7817 mannosidase,
202032_ alpha, class NM_0061 s at 2A, member 2 22 -0.169 -0.0917 -0.0266 0.4454 -0.084 0.0747 -0.1347 0.3593 -0.0919 0.4288
202074_ NM_0219 - s_at optineurin 80 0.2291 0.101 0.0422 0.5475 0.09 -0.08 0.1644 -0.4385 0.1125 -0.5248
202086_ myxovirus NM_0024 -0.7333 0.6721 -0.2209 -0.819 0.6286 -0.5588 0.3901 -1.0404 0.1402 -0.6544
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus soore), RA patients. and WG patients.
1 o 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score αe at (influenza 62 virus) resistance 1, interferon- inducible protein p78 (mouse) /// myxovirus (influenza virus) resistance 1 , interferon-
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score inducible protein p78
SC
(mouse) v-ral simian leukemia viral oncogene homolog B (ras related; GTP
202101_ binding NM_0028 s_at protein) 81 -0.4231 0.1311 -0.0548 0.1421 0.1209 -0.1074 -0.0028 0.0074 -0.0281 0.1311
202137_ zinc finger, NM_0066 s at MYND 24 0.2662 0.0635 -0.0358 -0.411 0.0588 -0.0523 0.1228 -0.3275 0.0848 -0.396
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score domain containing 11 lymphocyte antigen 6
202145_ complex, locus NM_0023 at E 46 -0.6258 0.7036 -0.3596 -0.881 0.6733 -0.5985 0.3999 -1.0664 0.1548 -0.7223
202179_ bleomycin NM_0003 at hydrolase 86 0.2508 0.0065 0.1215 0.3945 0.0061 -0.0054 0.1023 -0.2729 0.0816 -0.381
202192_ growth arrest- NM_0058 s_at specific 7 90 -0.1065 -0.1725 0.0018 0.5687 -0.155 0.1378 -0.1849 0.4932 -0.1166 0.5439
202200_ SFRS protein NM_0031 s a ' t kinase 1 37 -0.4941 0.0258 -0.0041 0.4475 0.0227 -0.0202 -0.1063 0.2834 -0.0888 0.4144
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
ADP-
202206 ribosylation AW45036
O at factor-like 7 3 0.4458 -0.0101 0.1718 0.6008 -0.0087 0.0077 0.1486 -0.3963 0.1203 -0.5616 ADP- ■
202207_ ribosylation at factor-like 7 BG435404 0.3555 0.0336 0.213 0.6635 0.0291 -0.0258 0.174 -0.4639 0.1352 -0.6308 ADP-
202208_ ribosylation s_at factor-like 7 BC001051 0.4089 0.0557 0.1153 0.6835 0.048 -0.0427 0.1832 -0.4884 0.1391 -0.6493 pescadillo
202212_ homolog 1, NM_0143 at containing 03 0.4195 -0.1324 0.0574 0.1374 -0.1249 0.1111 0.0013 -0.0034 0.0278 -0.1296
TaWe 6: Group of 1645 genes that are differentially expressedia healthy dønørø, SLE pafeats (luptts score)* RA patients and WG patients.
2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score
BRCT domain (zebrafish)
SO
^ tribbles
202241_ homoløg 1 NMJ251 at (DrosopMla) 95 -0.6946 0.2133 0.1198 0.0363 0.1887 -0.1677 0.0458 -0.1221 -0.0067 0.0314
RAB13, member RAS
202252_ oncogene NM_0028 at family 70 -0.1679 -0.1065 -0.0615 0.5175 -0.0976 0.0868 -0.1566 0.4175 -0.1073 0.5009 guanykte
202269_ binding protein - x_at 1, interferon- BC002666 -0.3558 0.4047 -0.1033 0,6109 0,3806 -0.3383 0-2597 -0.6925 0.1177 -0.5491
Table 6: Group of 1645 genes that are differentially expressed in liealfhy donors* SLE patients (lupus score), RA patients, and WG patients. |
I 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score inducible, 67kDa/// guanylate binding protein 1, interferon- inducible, 67kDa guanylate binding protein 1, interferon-
202270^ inducible, NM_0020 at 67kDa/// 53 -0.5481 0.4638 -0.0591 0.6115 0.4325 -0.3844 0.2766 -0.7377 0.1131 -0.528
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score to guanylate binding protein 1, interferon- inducible, 67kDa glucose-6-
202275_ phosphate NM_0004 at dehydrogenase 02 -0.3088 -0.0316 0.0913 0.3165 -0.0289 0.0257 -0.0879 0.2343 -0.0642 0.2995 tumor- associated
202286_ calcium signal s at transducer 2 J04152 -0.2271 -0.0669 -0.1956 0.6022 -0.0612 0.0544 -0.1753 0.4674 -0.1257 0.5866
Table 6: Group of 1645 genes that are differentially expressed in healthy donors » SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score transporter 1, ATP-binding cassette, sub¬
202307_ family B NM_0005 s_at (MDR/TAP) 93 -0.5139 0.3347 -0.1548 0.2105 0.3138 -0.2789 0.1427 -0.3804 0.0392 -0.1832 HLA-B
202326_ associated NM_0067 at transcript 8 09 0.326 0.0014 0.1272 0.4644 0.0013 -0.0012 0.1123 -0.2994 0.0953 -0.4448 natural killer- tumor ~
202379_ recognition s at sequence AI361805 0.5116 -0.1524 -0.046 0.0801 -0.1421 0.1263 -0.0191 0.0509 0.0159 -0.0742
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score interferon, vO 202411 alpha-mducible NM_ _0055
'Jl at protein 27 32 -0.4947 0.5674 -0.5073 0.5116 0.5513 -0.49 0.268 -0.7147 0.0925 -0.4316
202430_ phospholipid NM_ _0211 s_at scramblase 1 05 -0.8062 0.4873 -0.2147 0.2567 0.4497 -0.3997 0.1893 -0.5048 0.0444 -0.2073 v-myc myelocytomato sis viral oncogene
202431_ homolog NM_ _0024 s_at (avian) 61 0.3304 0.0173 0.0886 0.4741 0.0156 -0.0139 0.1295 -0.3452 0.097 -0.4528
202437 cytochrome N NMM 00000011 -0.3312 0.0014 0.303 0.0479 0.0013 -0.0011 -0.0124 0.0332 -0.0096 0.0446
Table 6: Group of 1645 genes that are differentially expressed in healthy donors* SLE patients (lupus score), RA patients, and WG patients. <
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at P450, family 1, 04 subfamily B,
ON polypeptide 1 iduronate 2- sulfatase
202438_ (Hunter x_at syndrome) BF346014 -0.3137 0.104 -0.031 0.0777 0.0988 -0.0878 0.0068 -0.0181 -0.0159 0.074
202446_ phospholipid s_at scramblase 1 AI825926 -0.8752 0.5084 -0.262 0.1959 0.4622 -0.4108 0.1827 -0.4873 0.0329 -0.1536
202458_ protease, NM_0071 at serine, 23 73 0.2989 -0.0476 0.3083 -0.48 -0.0436 0.0388 0.1093 -0.2915 0.0985 -0.4597
202464 6- NM 0045 -0.3512 -0.0485 -0.0249 0.5174 -0.0437 0.0389 -0.1446 0.3855 -0.1061 0.4952
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients. "
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at phosphorructo- 66
VO 2- -4 kinase/fructose
-2,6- biphosphatase
3 tribbles
202478_ homolog 2 NM_0216 at (Drosophila) 43 0.2822 0.0844 0.0874 0.6018 0.0749 -0.0666 0.171 -0.4561 0.1239 -0.5782 tribbles
202479_ homolog 2 s_at (Drosophila) BC002637 0.3826 0.0728 0.0741 0.6623 0.0643 -0.0571 0.1779 -0.4744 0.1361 -0.635
TaMe 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus scored RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score dehydrogenase/ reductase 202481_ (SDR family) NM_0047 at member 3 53 0.4827 -0.0781 0.0704 0.3599 -0.0705 0.0626 0.0708 -0.1888 0.0717 -0.3347
S solute carrier family 2
(facilitated glucose
202497_ transporter), x_at member 3 AI631159 -0.5776 0.1493 0.0198 0.1817 0.1347 -0.1197 -0.0086 0.0229 -0.0351 0.1638
202498_ solute carrier s_at family 2 BE550486 -0.4639 0.1093 0.0122 0.1778 0.1008 -0.0896 -0.0176 0.0469 -0.0354 0.165
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(facilitated glucose transporter), member 3 solute carrier family 2 (facilitated glucose
202499. transporter), NM_0069 s_at member 3 31 -0.5664 0.1323 -0.0093 0.2437 0.118 -0.1049 -0.0293 0.0782 -0.047 0.2194
202500_ DnaJ (Hsp40) NM_0067 at homolog, 36 0.3068 -0.0607 0.1485 0.2992 -0.0564 0.0502 0.0595 -0.1588 0.0611 -0.285
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score subfamily B,
O member 2 O discs, large
202514_ homolog 1 AWl 3913 at (Drosophila) 1 0.2749 -0.0087 0.1526 0.4089 -0.008 0.0071 0.0985 -0.2627 0.0841 -0.3924 sparc/osteonect in, cwcv and kazal-like domains
202524_ proteoglycan NM_0147 s_at (testican) 2 67 0.4135 -0.0485 0.142 0.4363 -0.0427 0.038 0.0977 -0.2605 0.0869 -0.4055
202530 mitogen- NM 0013 -0.4147 -0.015 -0.0537 0.5218 -0.0131 0.0116 -0.1352 0.3605 -0.1048 0.4891
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WO patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at activated 15 protein kinase
14 myosin, light polypeptide kinase /// myosin, light
202555_ polypeptide NM_0059 s_at kinase 65 0.6994 -0.1367 -0.1612 0.2054 -0.1224 0.1088 0.0173 -0.0462 0.0395 -0.1845 tumor necrosis
202687_ factor (ligand) s at superfamily, U57059 -0.5992 0.381 -0.1231 -0.276 0.3532 -0.314 0.1694 -0.4518 0.0499 -0.233
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG δ Set ID Gene Title ID score score score score score 3 score score score score score member 10 /// tumor necrosis factor (ligand) superfamily, member 10 tumor necrosis factor (ligand) superfamily, member 10 /// tumor necrosis
202688 factor (ligand) NMJ3O38 superfamily, 10 -0.6177 0.3194 -0.1206 -0.095 0.2888 -0.2567 0.1093 -0.2916 0.017 -0.07
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 10
O protein kinase
(cAMP- dependent, catalytic)
202732_ inhibitor NMJ3O7O 4.00E- -3.00E- at gamma 66 0.313 04 0.0472 -0.371 04 0.091 -0.2426 0.0761 -0.3551 protein kinase, cAMP-
202741_ dependent, at catalytic, beta AA130247 0.4136 -0.0174 0.1231 0.5012 -0 .0153 0 .0136 0.1205 -0.3214 0.1007 -0.4698
202742 nrotein kinase. NM 0027 0.3696 0.0205 0.1125 _ 0 .0183 -0 .0163 0.141 -0.376 0.1118 -0.5219
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (tupϊts score), RA patients, and, WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at cAMP- 31 0.5462 dependent, catalytic, beta integral
20274ό_ membrane at protein 2A AL021786 0.2247 0.1301 0.0717 0.6489 0.1152 -0.1024 0.1968 -0.5249 0.134 -0.6253 integral
202747_ membrane NM_0048 s_at protein 2 A 67 0.3633 0.0946 0.1065 0.7315 0.0829 -0.0737 0.2058 -0.5487 0.151 -0.7045 family with
202771_ sequence NM_0147 at similarity 38, 45 0.2953 0.0029 0.0861 -0.397 0.0027 -0.0024 0.0986 -0.2631 0.0816 -0.380'
Table 6: Group of 1645 genes that are differential y expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member A
202780 3-oxoacid CoA NM 0004
* at transferase 1 36 0.3371 0.0516 0.0891 0.5731 0.0462 -0.041 0.1532 -0.4085 0.1178 -0.5497
202789_ phospholipase at C, gamma 1 AL022394 0.2605 0.0376 0.0472 0.4157 0.0346 -0.0307 0.1173 -0.3127 0.0857 -0.4001
TAR (HIV)
202813_ RNA binding NM_0056 at protein 1 46 0.3615 0.0686 -0.0657 0.4945 0.0617 -0.0549 0.1415 -0.3772 0.1008 -0.4702
202837_ FLN29 gene NM_0067 - at product 00 -0.6076 0.3193 -0.0193 0.2028 0.2985 -0.2653 0.1395 -0.3721 0.0385 -0.1795
202859_ NM_0005 x at interleukin δ 84 -0.2117 0.2387 0.2109 -0.62 0.221 -0.1965 0.2304 -0.6145 0.127 -0.5927
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
202863 nuclear antigen NM_0031 μ- at
O SpIOO 13 -0.5443 0.3358 -0.1399 0.1962 0.3106 -0.2761 0.1353 -0.3609 0.0358 -0.1668
202864 nuclear antigen NMJ)031 s at SpIOO 13 -0.441 0.37 -0.2419 0.2963 0.3509 -0.3119 0.1725 -0.4601 0.0552 -0.2576
2',5'- oligoadenylate
202869_ synthetase 1, NMJ) 168 at 40/46kDa 16 -0.5342 0.623 -0.3074 0.8113 0.5928 -0.527 0.3681 -0.9816 0.1459 -0.6807
202900_ nucleoporin NM_0025 s_at 88kDa 32 0.2279 0.1324 0.1058 0.6913 0.1168 -0.1038 0.1995 -0.5319 0.1431 -0.6677
202912. NMJ)OIl at adrenomedullin 24 -0.4962 0.1989 -0.0488 0.0311 0.1844 -0.1639 0.0433 -0.1155 -0.0061 0.0283
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (hipus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score family with
O sequence -4
202916_ similarity 20, NMJH48 s at member B 64 0.3048 -0.053 0.1987 0.3662 -0.0486 0.0432 0.0772 -0.2059 0.0745 -0.3477 v-yes-1 Yamaguchi sarcoma viral
202932_ oncogene NM_0054 at homolog 1 33 0.5666 -0.1527 0.1068 0.2832 -0.1387 0.1233 0.0323 -0.0861 0.0555 -0.259 v-yes-1
202933_ Yamaguchi NM_0054 s at sarcoma viral 33 0.5668 -0.127 0.0775 0.3239 -0.1162 0.1033 0.0491 -0.1308 0.0645 -0.3008
081
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score oncogene homolog 1 glycophorin C
202947_ (Gerbich blood NM_0021 s_at group) 01 0.4658 -0.0919 0.0457 0.2818 -0.0829 0.0737 0.0478 -0.1274 0.0556 -0.2596
202948_ interleukin 1 NM_0008 at receptor, type I 77 -0.3268 -0.0161 -0.1325 0.5095 -0.0146 0.013 -0.1328 0.3541 -0.1048 0.4893 dual-specificity tyrosine-(Y)- phosphorylatio
202968_ n regulated s at kinase 2 Y09216 0.4042 -0.024 0.2662 0.6115 -0.021 0.0187 0.1456 -0.3884 0.1237 -0.5772
Table 6: Group of 1645 genes that are differentially expressed iϊi healthy donors. SLB patients (lupus score), RA patients, aacl WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Dual-
O 1O specificity tyrosine-(Y)- phosphorylatio
202969_ n regulated at kinase 2 AI216690 0.3317 0.02 0.1429 0.5349 0.0177 -0.0157 0.1395 -0.3721 0.109 -0.5086 dual-specificity tyrosine-(Y)- phosphorylatio
202971_ n regulated NMJ)064 s at kinase 2 82 0.5484 -0.0546 -0.009 0.4145 -0.05 0.0445 0.0963 -0.2568 0.0839 -0.3917
202990__ phosphorylase, NMJ)028 -0.3865 -0.0356 0.1038 0.3959 -0.032 0.0284 -0.1076 0.287 -0.0797 0.3718
Table 6: Group of 1645 genes that are differentially expressed in liealtliy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at glycogen; liver 63
(Hers disease, glycogen storage disease type VI) secretory leukocyte protease inhibitor
203021_ (antileukoprote NM_0030 at inase) 64 -0.4342 -0.0098 -0.0924 0.5654 -0.0086 0.0077 -0.1478 0.3941 -0.1145 0.5342
203084 transforming NMJ3OO6 -0.1607 -0.0553 -0.1492 0.4577 -0.0515 0.0458 -0.134 0.3573 -0.0955 0.445*
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at growth factor, 60 beta l
(Camurati-
Engelmann disease) ubiquitin
203117_ specific NM_0148 s at protease 52 71 0.3953 -0.0712 0.1244 -0.34 -0.0646 0.0574 0.0662 -0.1767 0.0682 -0.3185 serine palmitoyltransf
203127_ erase, long s at chain base BC005123 -0.4119 0.0839 -0.0802 0.2807 0.0756 -0.0672 -0.049 0.1308 -0.0555 0.2592
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score subunit 2
B-cell
CLL/lymphom a 6 (zinc finger protein 51) ///
B-cell
CLL/lymphom
203140_ a 6 (zinc finger NMJ)Ol 7 at protein 51) 06 -0.3972 0.0101 -0.008 0.3926 0.009 -0.008 -0.0978 0.2607 -0.0785 0.3663 interferon-
203153_ induced protein NM_0015 at with 48 -0.777 0.7551 -0.1725 1.0417 0.6938 -0.6167 0.4624 -1.233 0.1763 -0.8226
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score tetratricopeptid e repeats 1 ///
W interferon- induced protein with tetratricopeptid e repeats 1 fflV-1 rev
203203_ binding protein NM_0070 s_at 2 43 0.2677 0.0663 0.1125 0.5628 0.0602 -0.0535 0.1544 -0.4116 0.1167 -0.5444
203234_ uridine NM_0033 at phosphorylase 64 -0.3062 -0.0191 -0.0614 0.4276 -0.0174 0.0154 -0.1127 0.3004 -0.0875 0.4083
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients. ~
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
1 developmentall y regulated
203267_ GTP binding s_at protein 2 BF223206 0.4644 -0.0448 0.1291 0.4866 -0.0404 0.0359 0.1108 -0.2956 0.0987 -0.4605 interferon
203275_ regulatory NM_0021 at factor 2 99 -0.6485 0.2389 0.0617 0.0239 0.2124 -0.1888 0.0694 -0.1851 0.0044 -0.0205
203375_ tripeptidyl NM_0032 - s_at peptidase II 91 0.2898 0.0366 0.0403 0.4369 0.0331 -0.0294 0.1204 -0.3209 0.0894 -0.4171
203386_ TBCl domain - at family, AI650848 0.349 -0.0035 0.1138 0.4622 -0.0031 0.0028 0.116 -0.3094 0.0939 -0.4381
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 4
NEL-like 2
(chicken) ///
203413_ NEL-like 2 N NMM__00006611 at (chicken) 5599 0.4426 0.0047 0.0271 0.4976 0.0042 -0.0037 0.1293 -0.3448 0.0999 -0.4664 monocyte to macrophage
203414_ differentiation- NM_0123 at associated 29 0.6812 -0.0937 -0.1589 0.3036 -0.0811 0.0721 0.0544 -0.1451 0.0575 -0.2685 family with
203420_ sequence NM_0162 at similarity 8, 55 -0.5034 0.2744 -0.08 0.1327 0.252 -0.224 0.103 -0.2747 0.0246 -0.1148
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member Al tumor protein
S 203421_ p53 inducible NM_0060 at protein 11 34 - -00..44335566 00..00444488 -0.1155 0.4436 0.0409 -0.0364 -0.104 0.2772 -0.0904 0.4219
ASFl anti- silencing function 1
203427_ homolog A (S. NM_0140 at cerevisiae) 34 0.2548 0.0483 0.1994 -0.585 0.0432 -0.0384 0.1571 -0.4189 0.1207 -0.5632 membrane
203434_ metallo- s at endopeptidase AI433463 -0.3466 0.1628 0.1544 0.2235 0.1531 -0.1361 0.0966 -0.2577 0.045 -0.2099
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (tojras score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set JGD Gene Title ID score score score score score 3 score score score score score
(neutral endopeptidase, enkephalinase, CALLA, CDlO) ATP-binding cassette, sub¬ family A
203504_ (ABCl), NMJ3O55 s_at member 1 02 -0.5991 0.2472 -0.1279 0.0853 0.2236 -0.1987 0.0413 -0.1102 -0.0159 0.0743
203505^ ATP-binding at cassette, sub- AF285167 -0.7017 03491 -0.1534 0.0554 0.3194 -0.2839 0.1025 -0.2734 0.0101 -0.047
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score family A
(ABCl), member 1
CD4 antigen
203547_ (p55) /// CD4 at antigen (p55) U47924 0 0..22336666 00..00009933 0.2091 0.4715 0.0084 -0.0075 0.1185 -0.316 0.0967 -0.4514 mitogen- activated protein kinase
203553_ kinase kinase NM_0065 s_at kinase 5 75 0 0..22552288 00..00550022 0.0139 0.4095 0.0461 -0.041 0.1158 -0.3087 0.0843 -0.3933
203574 nuclear factor. NM 0053 -0.6754 0.1876 0.0337 0.1677 0.1652 -0.1469 0.005 -0.0133 -0.0313 0.1461
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score),, RA patients, and WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at interleukin 3 84 regulated
VO branched chain aminotransfera
203576_ se 2, NMJ)OI l at mitochondrial 90 0.4487 -0.1174 0.0682 -0.218 -0.1096 0.0974 0.0256 -0.0683 0.0439 -0.205 interferon- induced protein with
203595_ tetratricopeptid s_at e repeats 5 N47725 -0.5502 0.5511 -0.1809 0.7247 0.5136 -0.4565 0.3219 -0.8585 0.1292 -0.6029
203596 interferon- NM 0124 -0.5836 0.5797 -0.2278 0.5439 -0.4835 0.3284 -0.8756 0.1272 -0.5937
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at induced protein 20 0.7212 with
O tetratricopeptid e repeats 5 muscleblind-
203640_ Iike 2 at (Drosophila) BE328496 0.3316 -0.0459 0.2134 0.4269 -0.0419 0.0373 0.0934 -0.2491 0.087 -0.4062
203645_ NM_0042 s_at CD 163 antigen 44 -0.3537 -0.0033 -0.1029 0.4749 -0.003 0.0027 -0.119 0.3173 -0.0968 0.4519
203678_ KIAA1018 NM_0149 at protein 67 0.3029 0.0116 0.0916 0.4333 0.0105 -0.0093 0.1118 -0.2982 0.0884 -0.4127
203680_ protein kinase, NM_0027 0.5836 -0.151 -0.1658 -0.043 -0.1377 0.1224 -0.0274 0.0731 0.0084 -0.039
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at cAMP- 36 dependent, regulatory, type II, beta vascular endothelial
203683_ growth factor NM_0033 s_at B 77 0.3286 0.0176 0.1314 0.5143 0.0161 -0.0143 0.1316 -0.3511 0.1062 -0.4954
B-cell
203685_ CLL/lymphom NM_0006 at a 2 33 0.2866 0.0352 0.1668 0.5518 0.0312 -0.0277 0.1476 -0.3936 0.1129 -0.527
203725 growth arrest NM 0019 -0.2188 -0.156 -0.1078 0.7468 -0.1376 0.1223 -0.229 0.6108 -0.1551 0.7237
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients? and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at and DNA- 24 κ> κ> damage- inducible, alpha carcinoembryo nic antigen- related cell adhesion molecule 6 (non-specific
203757_ cross reacting s at antigen) BC005008 -0.4772 0.0322 -0.4134 0.8072 0.0276 -0.0245 -0.193 0.5145 -0.1635 0.7629
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (luptis score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
NAD(P)H ^ 203814_ dehydrogenase, NM_0009 s_at quinone 2 04 -0.4392 0.0769 -0.0869 0.334 0.0699 -0.0621 -0.0664 0.177 -0.0669 0.312
IGF-II mRNA- 203819_ binding protein s_at 3 AU160004 0.3513 0.0832 -0.2994 0.2978 0.0768 -0.0683 0.0987 -0.2632 0.0601 -0.2804 interleukin 32
203828_ /// interleukin NM_0042 s_at 32 21 0.1996 0.1195 0.1429 0.6633 0.1074 -0.0954 0.1936 -0.5162 0.1381 -0.6442 small nuclear
203832_ ribonucleoprot NM_0030 at ein polypeptide 95 0.4383 -0.0291 0.0127 0.3891 -0.0259 0.023 0.0929 -0.2477 0.0776 -0.362
patients.
adenosine deaminase,
RNA-specific,
203865_ Bl (REDl NM_0158 s_at homolog rat) 33 0.3171 0.0236 0.2328 0.6159 0.0214 -0.019 0.1583 -0.4221 0.1279 -0.5967 mitochondrial
20393 ! ribosomal NMJJ029 s_at protein L 12 49 0.3097 0.0468 0.0091 0.4548 0.0422 -0.0375 0.1268 -0.3383 0.0928 -0.433 matrix
203936_ mstalloproteπia NMJ3G49 s at se 9 (gelatinase 94 -0.3731 -0.0763 0.0263 0.5651 -0.069 0.0614 -0.1598 0.4261 -0.1162 0.5425
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
B, 92kDa
Is) gelatinase,
92kDa type IV collagenase)
203948_ myeloperoxida s_at se J02694 -0.3771 -0.0013 -0.2333 0.6191 -0.0012 0.001 -0.1533 0.4088 -0.1281 0.5977
203949_ myeloperoxida NM_0002 at se 50 -0.3806 -0.0201 -0.1937 0.6349 -0.0179 0.0159 -0.1637 0.4365 -0.1305 0.6088 hemoglobin, alpha 1 ///
204018_ hemoglobin, NM_0005 x at alpha 1 /// 58 0.6812 -0.185 -0.1846 0.0354 -0.1664 0.1479 -0.0379 0.1011 0.0067 -0.0314
Table 6; Group of 1645 genes that are differentially expressed iii healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hemoglobin, alpha 2 /// hemoglobin, alpha 2 SH3 domain containing,
204019, Ysc84-like 1 NM 0156 -4.00E- 3.00E- s_at (S. cerevisiae) 77 0.3686 04 0.1116 0.4887 04 0.1238 -0.3302 0.0996 -0.4647
204040_ ring finger NM_0147 at protein 144 46 0.1628 0.1231 0.0832 0.5771 0.1128 -0.1002 0.1816 -0.4842 0.1202 -0.561
204070_ retinoic acid NM_0045 at receptor 85 0.2951 0.041 0.054 0.4672 0.0367 -0.0327 0.1279 -0.3411 0.0954 -0.4452
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score responder
KJ
(tazarotene induced) 3 neurogranin
(protein kinase
204081_ C substrate, NMJ)061 at RC3) 76 0.5381 -0.1474 -0.1468 0.0237 -0.1351 0.1201 -0.032 0.0854 0.0046 -0.0216 mitogen- activated
204089_ protein kinase NM_0067 x_at kinase kinase 4 24 0.3041 -0.0086 0.0844 0.3735 -0.0079 0.007 0.0887 -0.2366 0.0763 -0.356
204115_ guanine NM_0041 0.7531 -0.1147 -0.2462 - -0.1001 0.089 0.0321 -0.0855 0.045 -0.2099
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at nucleotide 26 0.2382 binding protein
(G protein), gamma 11 tyrosylprotein
204140_ sulfotransferas NM_0035 at e l 96 -0.1601 -0.0916 -0.0816 0.4888 -0.0854 0.0759 -0.1422 0.3791 -0.1021 0.4765 enolase
204142_ superfamily NM_0175 at member 1 12 0.492 -0.1391 0.0494 0.1868 -0.1299 0.1154 0.0119 -0.0317 0.0374 -0.1746
204143_ enolase NMJ) 175 -8.00E- 7.00E- s at superfamily 12 0.461 04 0.0335 0.5082 04 0.125 -0.3333 0.103 -0.4806
Table 6: Group of 1645 genes that are differentially expressed in healthy donorSj SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 1 manic fringe
^ 204152 homolog s_at (Drosophila) AI738965 0.4126 -0.0863 0.046 0.2419 -0.0804 0.0714 0.0389 -0.1037 0.049 -0.2285 runt-related
204198_ transcription s at factor 3 AA541630 0.3098 0.0171 0.1767 0.5369 0.0149 -0.0133 0.141 -0.3759 0.1089 -0.5082 eukaryotic translation initiation factor
204211_ 2-alpha kinase NM_0027 x at 2 59 -0.4149 0.362 -0.2555 0.2891 0.345 -0.3066 0.1652 -0.4406 0.0545 -0.2544
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score peptidyl prolyl
204228_ isomerase H NM_0063
O at (cyclophilin H) 47 0.2913 -0.0092 0.0576 0.3329 -0.0086 0.0076 0.0817 -0.2179 0.0684 -0.3193
204244_ activator of S NM_0067 s_at phase kinase 16 0.3222 -0.007 0.0219 0.3366 -0.0065 0.0057 0.0807 -0.2152 0.069 -0.3221 estrogen receptor binding site
204278 associated, NM 0042 s_at antigen, 9 15 0.2023 0.0593 0.1772 0.5385 0.054 -0.048 0.1472 -0.3926 0.1118 -0.5216
204285_ phorbol-12- s at myristate-13- AI857639 -0.3459 0.2875 0.1469 0.5495 0.2656 -0.2361 0.2127 -0.5671 0.109 -0.5089
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SJLE patients (lupus score), RA patients., and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score acetate-induced protein 1
W phorbol-12- myristate-13-
204286_ acetate-induced NM_0211 s_at protein 1 27 -0.4361 0.3443 0.1147 0.5763 0.3167 -0.2815 0.2307 -0.6152 0.1115 -0.5204
204326_ metallothionein NM__0024 x_at IX 50 -0.0378 0.2402 -0.1647 0.4428 0.2257 -0.2006 0.1906 -0.5083 0.0893 -0.417
SlOO calcium
204351_ binding protein NM_0059 at P 80 -0.0889 -0.1674 0.1885 0.357 -0.1611 0.1432 -0.1335 0.356 -0.0743 0.3466
204352_ TNF receptor- NM_0046 0.3548 0.0242 0.0668 0.0217 -0.0193 0.1279 -0.3411 0.1013 -0.4725
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at associated 19 0.4969 factor 5
204388_ monoamine NM_0002 s_at oxidase A 40 -0.038 -0.1797 -0.1953 0.7067 -0.1653 0.147 -0.228 0.6081 -0.1482 0.6918 interferon, alpha-inducible
204415_ protein (clone NM_0228 at IFI-6-16) 73 -0.3831 0.4088 -0.2234 0.4777 0.3918 -0.3483 0.2236 -0.5962 0.0915 -0.4269 hemoglobin, gamma A ///
204419_ hemoglobin, NMJ)OOl x at gamma A /// 84 0.7972 -0.1687 -0.149 0.2333 -0.1496 0.133 0.0172 -0.0458 0.0443 -0.2066
Table 6: Group of 1645 genes that are differentially expressed unhealthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hemoglobin, gamma G /// hemoglobin, gamma G solute carrier family 2
(facilitated glucose/fructos
204430_ e transporter), NM_0030 s_at member 5 39 -0.3123 0.022 -0.2752 0.5301 0.0202 -0.018 -0.1254 0.3343 -0.1096 0.5114
204439_ interferon- NM_0068 at induced protein 20 -0.8455 0.8266 -0.2978 1.0407 0.7786 -0.6921 0.4831 -1.2884 0.1737 -0.8106
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
44-like zinc finger
4- 204453_ protein 84 NM_0034 at (HPF2) 28 0.3192 -0.0429 0.0913 0.3045 -0.0401 0.0356 0.0657 -0.1752 0.0624 -0.2914 synuclein, alpha (non A4 component of amyloid precursor) /// synuclein,
204466, alpha (non A4 s at component of BG260394 0.4849 -0.1741 -0.1119 0.0693 -0.1604 0.1426 -0.0664 0.177 -0.0135 0.063
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score amyloid precursor)
Ul synuclein, alpha (non A4 component of amyloid precursor) /// synuclein, alpha (non A4 component of
204467_ amyloid NM_0003 s at precursor) 45 0.4917 -0.1665 -0.1543 0.0826 -0.154 0.1368 -0.0664 0.177 -0.0162 0.0757
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chemokine (C-
X-C motif) ligand 1
(melanoma growth
204470_ stimulating NM_0015 at activity, alpha) 11 -0.4587 0.1389 0.27 0.1548 0.1275 -0.1134 0.0798 -0.2129 0.0305 -0.1421 zinc finger
204523_ protein 140 NM_0034 at (clone pHZ-39) 40 0.2644 0.0334 0.0553 0.4166 0.0308 -0.0274 0.1112 -0.2966 0.086 -0.4014
204642_ endothelial NM_0014 at differentiation, 00 0.3204 0.0013 0.1302 0.4611 0.0012 -0.0011 0.1141 -0.3044 0.0942 -0.4394
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score sphingolipid G-protein-
-4 coupled receptor, 1
204655_ NM_0029 at 85 0.3969 -0.0137 0.1113 0.4823 -0.0123 0.0109 0.118 -0.3146 0.0981 -0.458
CD52 antigen (CAMPATH-I antigen) /// CD52 antigen
204661, (CAMPATH-I NMJ)Ol 8 at antigen) 03 0.3402 -0.0122 0.0663 0.3842 -0.0111 0.0098 0.0926 -0.247 0.0781 -0.3643
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
204669. ring finger NM_0072 s_at protein 24 19 -0.8744 0.2582 0.1358 0.0874 0.2261 -0.201 0.0479 -0.1277 -0.0159 0.0743
OO intercellular
204683_ adhesion NM_0008 -2.00E- 2.00E- at molecule 2 73 0.352 04 0.101 0.4617 04 0.1153 -0.3075 0.0935 -0.4363 interferon
204698_ stimulated NM_0022 at gene 2OkDa 01 -0.4275 0.2931 -0.1929 0.1525 0.2765 -0.2458 0.1145 -0.3054 0.029 -0.1355 coagulation factor V
204714_ (proaccelerin, NMJ)OOl s at labile factor) 30 -0.515 0.0301 0.1742 0.2861 0.027 -0.024 -0.066 0.1761 -0.0564 0.263
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), MA patients.. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score mterferon- induced protein with
204747_ tetratricopeptid NM_0015 at e repeats 3 49 -0.8957 0.7108 -0.2024 0.7716 0.6549 -0.5822 0.3891 4.0376 0.1258 -0.5871 prostaglandin- endoperoxide synthase 2
(prostaglandin
G/H synthase
204748_ and NM_0009 at cyclooxygenas 63 -0.6182 0.2313 0.2823 0.2476 0.21 -0.1867 0.1273 -0.3394 0.0474 -0.2211
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score e) mal, T-cell β 204777. differentiation NM_0023 s at protein 71 0.2462 0.0162 0.1763 0.4682 0.0147 -0.0131 0.1235 -0.3293 0.0963 -0.4495
G protein- coupled receptor associated
204793_ sorting protein NM_0147 at 1 10 0.5548 -0.1144 0.0727 0.3404 -0.1019 0.0906 0.0569 -0.1517 0.0665 -0.3102
204811_ calcium NM_0060 s at channel, 30 0.3759 -0.2012 0.2324 0.0769 -0.1916 0.1703 -0.0312 0.0832 0.0154 -0.0719
Table 6: Group of 1645 genes that are differentially expressed in healthy dønørø, SLE patients (lupus score), RA patients,, and WG patients,
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score voltage- dependent, alpha 2/delta subunit 2 butyropnilin,
204821, subfamily 3, NM_0069 at member A3 94 0.0487 0.2284 -0.0282 0.6324 0.2061 -0.1832 0.2162 -0.5766 0.Ϊ29 -0.6022
204838_ mutL homolog NMJ) 143 s_at 3 (E. coli) 81 0.6738 -0.0414 -0.1212 0.4718 -0.0354 0.0315 0.1111 -0.2964 0.0907 -0.4233 hemoglobin,
204848_ gamma A /// NM_0005 x at hemoglobin, 59 0.8267 -0.2185 -0.164 0.1168 -0.1979 0.1759 -0.0265 0.0708 0.0223 -0.104
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gamma A MADl mitotic arrest
204857_ deficient-like 1 NM_0035 at (yeast) 50 0.1749 0.128 -0.0053 0.5176 0.1184 -0.1052 0.1594 -0.4251 0.1075 -0.5017 baculoviral
204860_ IAP repeat- s_at containing 1 AI817801 -0.4629 0.1961 -0.0968 0.0503 0.1837 -0.1633 0.036 -0.0961 -0.0099 0.0463 lymphocyte-
204890_ specific protein s_at tyrosine kinase U07236 0.3881 0.0475 0.0879 0.6139 0.0411 -0.0366 0.1682 -0.4485 0.1244 -0.5807
204891 lymphocyte- NM 0053 0.3935 0.0366 0.1825 0.0317 -0.0282 0.1766 -0.4708 0.1391 -0.649
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), JRA patients, and WG patients.
3 4 5 6 7 10 11 12 13
Representa Healthy tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title I IDD score score score score score 3 score score score score score s_at specific protein 5 566 0.6814 tyrosine kinase
W sin3 -associated
204900_ polypeptide, NM _0038 x_at 3OkDa 64 -0.3776 0.0442 -0.0548 0.3264 0.041 -0.0364 -0.0706 0.1882 -0.0666 0.3108
B-cell
204908_ CLL/lymphom NM _0051 s_at a 3 78 -0.651 0.1647 0.0831 0.1558 0.1464 -0.1301 0.0024 -0.0064 -0.0295 0.1376
204924_ toll-like NM _0032 at receptor 2 64 -0.4499 0.0914 -0.0816 0.3014 0.0825 -0.0734 -0.0534 0.1425 -0.0597 0.2785
204951_ ras homolog NM _0043 at gene family, 10 0.3416 0.0114 0.0144 0.3985 0.0102 -0.0091 0.1034 -0.2758 0.0807 -0.3764
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (Itjpus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
4- 4- member H protein tyrosine phosphatase, receptor type,
204960_ C-associated NM_0056 at protein 08 0.3797 0.0048 0.0906 0.4939 0.0043 -0.0038 0.1258 -0.3354 0.1006 -0.4694
2 -5'- oligoadenylate
204972_ synthetase 2, NM_0168 at 69/7IkDa 17 -0.5255 0.6049 -0.2579 0.8199 0.5699 -0.5066 0.3594 -0.9584 0.1472 -0.68:
204994 myxoviras NM 0024 -0.4731 0.339 -0.1843 0.3173 -0.282 0.1471 -0.3922 0.0434 -0.202
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe rive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at (influenza 63 0.2358 virus)
CΛ resistance 2
(mouse)
205003_ dedicator of NM_0147 at cytokinesis 4 05 -0.4773 0.2592 -0.0099 0.1868 0.2429 -0.2159 0.1126 -0.3002 0.0361 -0.1686
N-
205006_ myristoyltransf NM_0048 s_at erase 2 08 0.2744 0.0344 0.1368 -0.508 0.0309 -0.0275 0.1347 -0.3592 0.1043 -0.4866 transforming
205016_ growth factor, NM_0032 at alpha 36 -0.4255 0.0871 -0.0667 0.2732 0.0791 -0.0703 -0.0469 0.125 -0.0543 0.2534
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score muscleblmd-
0.2098 0.0865 0.103 0.5475 0.0795 -0.0706 0.1628 -0.434 0.114 -0.5322 defensin, alpha
1, myeloid- related sequence /// defensin, alpha
205033_ 3, neutrophil- NM_0040 s_at specific 84 -0.4409 -0.0133 -0.2603 0.7433 -0.0117 0.0104 -0.1916 0.5111 -0.1528 0.7131
205040_ NM_0006 at orosomucoid 1 07 -0.3259 -0.1465 0.0775 0.6539 -0.1351 0.1201 -0.2215 0.5906 -0.1364 0.6367
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients* and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe live Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score orosomucoid 1
205041_ /// NM_0006 s_at orosomucoid 2 07 -0.299 -0.1311 0.0249 0.6356 -0.1207 0.1073 -0.2086 0.5564 -0.1327 0.6194
CD79A antigen
(immunoglobul in-associated alpha) ///
CD79A antigen
205049_ (immunoglobul NMJ)017 s at in-associated 83 0.3517 0.0062 -0.0926 0.2922 0.0058 -0.0052 0.0766 -0.2043 0.0597 -0.2788
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score alpha) solute carrier family 26 (sulfate
S
205097_ transporter), at membei 2 AI025519 0.4292 -0.0549 -0.0667 0.2346 -0.0507 0.0451 0.0473 -0.1262 0.0473 -0.2208 cheniokine (C-
205098_ C motif) at receptor 1 AI421071 -0.5454 0.3679 0.0236 0.4382 0.3398 -0.302 0.2015 -0.5373 0.0818 -0.3816 chemokine (C-
205099_ C motif) NM_0012 s at receptor 1 95 -0.5211 0.4109 -0.0301 0.5263 0.3827 -0.3401 0.2395 -0.6387 0.0984 -0.4591
Table 6; Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (hipm score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chemokine (C- C motif) ligand
O 3 /// chemokine (C-C motif) ligand 3-like 1 /// chemokine (C-C motif)
205114_ ligand 3-like, NMJ)029 s_at centromeric 83 -0.3599 0.1867 0.0649 0.1872 0.1778 -0.158 0.0965 -0.2574 0.0378 -0.1764 prostaglandin-
205127_ endoperoxide NM_0009 at synthase 1 62 0.5199 -0.1027 -0.1046 0.1645 -0.0955 0.0849 0.0158 -0.0421 0.0329 -0.1537
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(prostaglandin G/H synthase
O and cyclooxygenas e) protein tyrosine phosphatase, non-receptor type 4
205171_ (megakaryocyt NM__0028 at e) 30 0.4244 -0.0017 0.0215 0.4564 -0.0015 0.0013 0.1152 -0.3071 0.0911 -0.4252
Table 6: Group of 1645 genes that are differentially expressed ia healthy døaots, SLE patients (tapis score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score glutaminyl- £ ' peptide cyclotransferas
205174_ e (glutaminyl NMJH24 s_at cyclase) 13 -0.6987 0.1002 0.1289 0.3331 0.0868 -0.0771 -0.0595 0.1586 -0.0632 0.295 rabphilin 3 A
205230_ homolog NMJ3149 at (mouse) 54 -0.4066 0.1949 -0.0855 0.0158 0.1857 -0.165 0.0531 -0.1415 0.0032 -0.0148
SCO cytochrome
205241 oxidase NM — 0051 - at deficient 38 -0.5045 0.3655 -0.1184 0.3374 0.3426 -0.3045 0.182 -0.4852 0.0626 -0.2924
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients,, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score homolog 2
K)
(yeast) early growth response 2
(Krox-20
205249_ homolog, NM__0003 at Drosophila) 99 - -00..883355'7 0.3275 0.2671 0.2638 0.2919 -0.2594 0.156 -0.4159 0.0483 -0.2252 transcription factor 7 (T-cell
205254_ specific, HMG- AW02735 x_at box) 9 0.2419 0.0419 0.1412 0.4985 0.0377 -0.0335 0.1376 -0.3669 0.1025 -0.4782
205255 transcription NM 0032 0.3709 1.00E- 0.0474 - ####### -1.00E- 0.1089 -0.2904 0.0873 -0.4073
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus seøre)> RA patients, and WG patients. ,
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score x_at factor 7 (T-cell 02 04 0.4305 04 specific, HMG-
Ul
W box) nuclear receptor subfamily 3,
205259_ group C, NM_0009 - at member 2 01 0.3767 -0.0014 0.0522 0.4373 -0.0012 0.0011 0.1102 -0.2939 0.0898 -0.4189 acylphosphatas
205260_ e 1, erythrocyte NMJ)OIl s_at (common) type 07 0.2318 0.0542 0.1694 -0.548 0.0496 -0.044 0.1478 -0.3941 0.1139 -0.5317
205267 POU domain, NM 0062 0.2462 0.0885 -0.1148 _ 0.0825 -0.0733 0.1175 -0.3134 0.0784 -0.366
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at class 2, 35 0.3808 associating factor 1 interleukin 2 receptor, beta
205291. /// interleukin 2 NM_0008 at receptor, beta 78 0.4484 -0.129 0.0792 0.1974 -0.1178 0.1047 0.0179 -0.0477 0.0388 -0.1812 spleen focus forming virus
(SFFV)
205312_ proviral NM_0031 at integration 20 -0.5169 0.1114 0.0408 0.1997 0.1026 -0.0912 -0.0228 0.0609 -0.0397 0.1853
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score oncogene spil
205353 prostatic NM_0025
'Jl
1^ s_at binding protein 67 0.3089 0.0574 0.1696 0.6368 0.0513 -0.0456 0.1702 -0.454 0.1317 -0.6145 pleomorphic
205372_ adenoma gene NM_0026 at 1 55 0.5029 -0.0803 -0.1154 0.1963 -0.0747 0.0664 0.0294 -0.0783 0.0395 -0.1844
Wiskott-
Aldrich syndrome
(eczema-
205400_ thrombocytope NM_0003 at nia) 77 -0.5501 0.1243 0.0814 0.1608 0.1119 -0.0994 -0.0096 0.0255 -0.0311 0.1453
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score interleukin 1
205403_ receptor, type NM_0046 at II 33 -0.3668 -0.0281 -0.0428 0.4964 -0.0258 0.0229 -0.128 0.3413 -0.1025 0.4783 reversion- inducing- cysteine-rich
205407_ protein with NM_0211 at kazal motifs 11 0.2975 0.0082 0.0828 -0.41 0.0075 -0.0067 0.1023 -0.2728 0.0843 -0.3932 Epstein-Barr virus induced
205419_ gene 2 NM_0049 at (lymphocyte- 51 0.2985 0.0345 0.1249 0.5218 0.0312 -0.0277 0.1396 -0.3723 0.1074 -0.5013
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score specific G protein-
Ul -4 coupled receptor)
205437_ zinc finger NM_0063 at protein 211 85 0.3942 -0.0796 0.1743 0.3642 -0.0717 0.0637 0.07 -0.1866 0.0727 -0.3392
205442_ NM_0216 at — 47 0.571 -0.1445 -0.1145 0.0965 -0.1303 0.1158 -0.0124 0.0331 0.0186 -0.0867 platelet-derived growth factor
205463_ alpha NM_0026 s_at polypeptide 07 0.4636 -0.0936 -0.0896 0.1448 -0.0871 0.0774 0.0126 -0.0335 0.029 -0.1355
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score dachshund
205471_ homolog 1 AW77208
OO s_at (Drosophila) 2 -0.2219 -0.0449 0.0268 0.324 -0.0416 0.0369 -0.0929 0.2477 -0.0665 0.3105 interferon, alpha-inducible
205483_ protein (clone NM_0051 s_at IFI-15K) 01 -0.7435 0.7396 -0.2888 0.9232 0.6939 -0.6168 0.431 -1.1492 0.1556 -0.7261 granzyme A
(granzyme 1, cytotoxic T-
205488_ lymphocyte- NM_0061 at associated 44 0.3405 0.0071 0.0747 0.4439 0.0065 -0.0058 0.1135 -0.3025 0.0909 -0.4243
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SEE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score serine esterase
3) /// granzyme
A (granzyme 1, cytotoxic T- lymphocyte- associated serine esterase
3)
205495, granulysin /// NM_0064 s_at granulysin 33 0.4926 -0.1164 0.2425 0.4338 -0.1056 0.0939 0.0796 -0.2123 0.0868 -0.4051
205513_ transcobalamin NMJ)OlO at I (vitamin B12 62 -0.4871 0.0049 -0.1713 0.6569 0.0042 -0.0038 -0.1603 0.4275 -0.132 0.6162
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score binding protein, R binder family) Gl to S phase transition 2 ///
205541_ Gl to S phase NMJ)180 s at transition 2 94 0.3545 0.048 0.0889 0.5814 0.0427 -0.038 0.1561 -0.4163 0.1192 -0.5561 2 ',5 - oligoadenylate
205552_ synthetase 1, NM_0025 s_at 40/46kDa 34 -0.7121 0.6812 -0.2974 0.7916 0.6468 -0.5749 0.3737 -0.9964 0.1366 -0.6373
205557 bactericidal/per NM_0017 -0.4085 -0.0138 -0.3136 0.7623 -0.0121 0.0108 -0.193 0.5146 -0.1573 0.7342
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at meability- 25 increasing protein lysosomal- associated
205569. membrane NM_0143 at protein 3 98 -0.5121 0.4811 -0.309 0.4543 0.4641 -0.4125 0.2508 -0.6688 0.0844 -0.394 RAS guanyl releasing protein 1
205590_ (calcium and NM_0057 at DAG- 39 0.3618 0.0088 0.1057 0.5006 0.0079 -0.007 0.1265 -0.3373 0.1022 -0.4768
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score regulated)
^ 205627 — cytidine NM — 0017 at deaminase 85 -0.3846 0.0032 0.0427 0.349 0.003 -0.0026 -0.0872 0.2326 -0.0706 0.3293
RALBPl associated Eps
205645_ domain NM_0047 at containing 2 26 -0.272 -0.0323 0.0558 0.3144 -0.03 0.0267 -0.0863 0.2302 -0.0646 0.3016
205653_ NM_0019 at cathepsin G 11 -0.4075 0.0214 -0.1727 0.5319 0.0194 -0.0173 -0.1265 0.3372 -0.1092 0.5096
2'-5'-
205660_ oligoadenylate NM_0037 at synthetase-like 33 -0.6469 0.5792 -0.2888 0.5956 0.5495 -0.4885 0.2939 -0.7837 0.104 -0.4854
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
205681_ BCL2-related NM_0040
^ at protein Al 49 -0.601 0.1901 0.0422 0.0757 0.1711 -0.1521 0.0292 -0.0778 -0.0144 0.067
©\
W
A kinase
(PRKA)
205771_ anchor protein s_at 7 ALl 37063 0.2696 0.02 0.1363 0.4642 0.0182 -0.0162 0.12 -0.3201 0.0955 -0.4455 interleukin 7 receptor ///
205798_ interleukin 7 NM__0021 - at receptor 85 0.5908 -0.0702 0.0543 0.4776 -0.0627 0.0558 0.1051 -0.2803 0.0952 -0.4443
205808_ aspartate beta- NM_0043 at hydroxylase 18 -0.1965 -0.0392 -0.1853 0.4867 -0.0364 0.0324 -0.1312 0.3498 -0.1015 0.4735
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score killer cell lectin-like receptor
205821. subfamily K, NM_0073 at member 1 60 0.4341 -0.0417 0.0885 -0.424 -0.0373 0.0332 0.0959 -0.2556 0.0851 -0.3969 myomesin (M- protein) 2, 165kDa /// myomesin (M-
205826_ protein) 2, NM_0039 at 165kDa 70 0.3401 0.0261 -0.0614 0.3632 0.0247 -0.022 0.1074 -0.2863 0.0756 -0.353
205831 CD2 antigen NM 0017 0.3223 0.0192 0.1577 0.0171 -0.0152 0.1386 -0.3697 0.1097 -0.512
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at (p50), sheep 67 0.5373 red blood cell
'Jl receptor /// CD2 antigen (p50), sheep red blood cell receptor
205844_ vanin 1 /// NM_0046 at vanin 1 66 -0.5806 0.1137 0.0279 0.2721 0.1041 -0.0925 -0.0418 0.1116 -0.054 0.2521 Spi-B
205861_ transcription NM_0031 at factor (Spi- 21 0.2958 0.0361 -0.0849 0.3214 0.0337 -0.03 0.0922 -0.2458 0.0661 -0.3085
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
1/PU.l related) /// Spi-B transcription factor (Spi- 1/PU.l related) SlOO calcium binding protein A12
(calgranulin C) /// SlOO
205863_ calcium NM 0056 at binding protein 21 -0.3938 -0.0566 0.1041 0.4591 -0.0508 0.0451 -0.1298 0.3461 -0.0928 0.4331
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
A12
(calgranulin C)
-4 three prime
205875_ repair NM_0163 s_at exonuclease 1 81 -0.258 0.3927 -0.2483 0.5407 0.3737 -0.3322 0.2398 -0.6394 0.1045 -0.4877
POU domain, class 6,
205878_ transcription NM_0027 at factor 1 02 0.3554 -0.0581 0.0889 0.2992 -0.0537 0.0477 0.0599 -0.1598 0.0607 -0.2834 integrin, alpha
205884_ 4 (antigen NM_0008 at CD49D, alpha 85 -0.0138 0.1797 0.0896 0.5512 0.1666 -0.1481 0.1833 -0.4887 0.1142 -0.5331
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
4 subunit of VLA-4
OO receptor) integrin, alpha 4 (antigen CD49D, alpha 4 subunit of
205885_ VLA-4 s_at receptor) L12002 0.1149 0.1765 0.03 0.6188 0.1611 -0.1432 0.2032 -0.5419 0.1283 -0.5988 solute carrier
205896_ family 22 NM 0030 at (organic cation 59 -0.5291 0.1031 -0.0203 0.2933 0.0921 -0.0819 -0.0476 0.1269 -0.0573 0.2674
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score transporter), member 4
"° chemokine (C-
205898_ X3-C motif) at receptor 1 U20350 0.1695 0.0284 0.2373 -0.48 0.0259 -0.023 0.1295 -0.3454 0.0991 -0.4622
205936_ hexokinase 3 NM_0021 s_at (white cell) 15 -0.4268 -0.0388 0.0963 0.4533 -0.0341 0.0303 -0.1246 0.3322 -0.0904 0.4218
205987_ CDlC antigen, NM_0017 at c polypeptide 65 0.4609 -0.0928 0.0475 0.2762 -0.0873 0.0776 0.0455 -0.1214 0.0564 -0.2631 tumor necrosis
206025_ factor, alpha- AWl 8819 s_at induced protein 8 -0.6608 0.4126 -0.1289 -0.291 0.3869 -0.3439 0.1826 -0.4869 0.0533 -0.2487
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
tumor necrosis
O factor, alpha-
206026_ induced protein NM_0071 s_at 6 15 -0.6494 0.3821 -0.0916 0.2572 0.3558 -0.3163 0.1646 -0.4389 0.0472 -0.2205 small nuclear ribonucleoprot ein polypeptide
N /// SNRPN
206042_ upstream NM_0228 x_at reading frame 04 0.5322 -0.0351 0.0729 0.5286 -0.0306 0.0272 0.1243 -0.3316 0.105 -0.4901
206055 small nuclear NM 0030 0.2296 0.0355 0.1261 - 0.0327 -0.0291 0.1218 -0.3249 0.0941 -0.4391
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at ribonucleoprot 90 0.4542 ein polypeptide A' zinc finger protein 91
206059_ ( (HHPPFF77,, NM_0034 at H HTTFFllOO)) 30 0.3718 -0.0828 0.1308 0.2909 -0.0761 0.0676 0.0534 -0.1423 0.0586 -0.2736
206099_ protein kinase NM_0062 at C C,, e ettaa 5555 0.3482 0.0013 0.0849 0.4463 0.0012 -0.0011 0.1153 -0.3076 0.0907 -0.4232
206110_ N NMM__00003355 at h hiissttoonnee 11,, H H33hh 3366 0.5449 -0.0325 -0.1854 0.2998 -0.029 0.0258 0.0702 -0.1872 0.0588 -0.2743
206111_ ribonuclease, NM_0029 -0.352 0.01 -0.0405 0.3774 0.0092 -0.0081 -0.0951 0.2536 -0.077 0.3594
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at RNase A 34
-4 family, 2 (liver, eosinophil- derived neurotoxin)
206115_ early growth NM_0044 at response 3 30 -0.4303 0.1311 0.1432 0.0412 0.1223 -0.1087 0.0456 -0.1217 0.0082 -0.0384
XIAP
206133_ associated NMJ)175 at factor- 1 23 -0.5166 0.5833 -0.2821 -0.748 0.5544 -0.4928 0.3428 -0.9141 0.1353 -0.6316
206150_ tumor necrosis NM_0012 at factor receϋtor 42 0.4636 0.0161 0.0314 0.5539 0.014 -0.0124 0.1456 -0.3881 0.1111 -0.5185
superfamily, member 7 ///
-4 tumor necrosis factor receptor superfamily, member 7 pentraxin- related gene,
206157_ rapidly induced NM_0028 at by IL-I beta 52 -0.3337 0.0078 -0.1601 0.4793 0.0071 -0.0063 -0.1187 0.3166 -0.0983 0.4587
206175, zinc finger NM_0133 x at protein 222 60 -0.38 0.2547 0.0299 0.3138 0.2416 -0.2147 0.1569 -0.4184 0.0625 -0.2915
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
206177_ NMJ)OOO s_at arginase, liver 45 -0.5834 -0.0623 -0.1034 0.8708 -0.0533 0.0473 -0.2309 0.6158 -0.1777 0.8294
206208_ carbonic NMJ0OO7 at anhydrase rV 17 -0.4691 -0.0279 -0.0184 0.5786 -0.0247 0.022 -0.1562 0.4164 -0.1174 0.548
206209_ carbonic NM_0007 s_at anhydrase rV 17 -0.2775 -0.0596 0.0523 0.3964 -0.0548 0.0487 -0.1139 0.3038 -0.0813 0.3793
RAS p21
206220_ protein NM_0073 s_at activator 3 68 0.3263 -0.0151 -0.0013 0.2968 -0.0142 0.0126 0.0731 -0.1948 0.0612 -0.2856 complement
206244_ component NM_0005 at (3b/4b) 73 -0.6033 0.088 0.1572 0.2397 0.0789 -0.0701 -0.0415 0.1108 -0.0467 0.2181
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor 1, including
-4
Knops blood group system epidermal growth factor
206254_ (beta- NMJ)019 at urogastrone) 63 0.3435 -0.1344 -0.1898 0.185 -0.1262 0.1122 -0.0885 0.2359 -0.0373 0.1741
206255_ B lymphoid NM_0017 at tyrosine kinase 15 0.5524 -0.0822 0.1586 0.5064 -0.0742 0.0659 0.109 -0.2906 0.102 -0.4762
206267_ megakaryocyte NM_0023 s at -associated 78 0.5191 -0.1211 0.1055 -0.317 -0.1103 0.098 0.0484 -0.1292 0.0629 -0.2935
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score tyrosine kinase
206271 toll-like NM_0032
-4 at receptor 3 65 0.3788 -0.0655 0.0776 0.2929 -0.0607 0.0539 0.0573 -0.1529 0.0595 -0.2775 mitogen- activated protein kinase
206296_ kinase kinase NM_0071 x at kinase 1 81 0.2959 0.0394 0.1116 0.5194 0.0363 -0.0323 0.1404 -0.3743 0.1079 -0.5037 interferon, gamma-
206332_ inducible NM_0055 s at protein 16 31 -0.5887 0.3907 -0.1745 0.2634 0.3612 -0.3211 0.1685 -0.4494 0.0467 -0.2182
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score). RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other ' Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chemokine (C-
C motif)
-4 -4 receptor 7 /// chemokine (C-
206337_ C motif) NM_0018 at receptor 7 38 0.6084 -0.0037 0.0544 0.6735 -0.0031 0.0028 0.1704 -0.4545 0.133 -0.6204 suppressor of
206359_ cytokine at signaling 3 BG035761 -0.5108 0.1176 0.011 0.2055 0.1089 -0.0968 -0.0244 0.0651 -0.041 0.1915
206366_ chemokine (C x_at motif) ligand 2 U23772 0.4128 -0.1244 0.0997 0.1925 -0.1171 0.1041 0.0168 -0.0449 0.039 -0.182
206371 folate receptor NM_0008 -0.3086 0.1021 -0.1333 0.176 0.0975 -0.0866 -0.0189 0.0505 -0.0362 0.169
Table 6: Group of 1645 genes ftat are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 3 (gamma) 04 ankyrin 3, node
∞ 206385_ ofRanvier NM_0209 s_at (ankyrin G) 87 0.3177 0.0262 0.1979 0.5899 0.0237 -0.0211 0.152 -0.4053 0.1221 -0.5697 platelet factor 4
(chemokine
206390_ (C-X-C motif) NM_0026 x_at Iigand 4) 19 0.6184 -0.1303 -0.291 0.0137 -0.1169 0.1039 -0.03 0.0801 0.0026 -0.0123
206440_ lin-7 homolog NM_0046 at A (C. elegans) 64 -0.3364 0.04 0.0098 0.2328 0.0373 -0.0331 -0.0496 0.1322 -0.0474 0.2214
206445 HMTl hnRNP NM 0015 - s_at methyltransfera 36 0.3809 -0.0068 0.1001 0.4732 -0.0061 0.0054 0.1156 -0.3084 0.0955 -0.4455
patients*
^ cerevisiae)
"° 206461_ metallothionein NM_0059 x_at IH 51 -0.2806 0.3766 -0.2699 0.4533 0.3604 -0.3203 0.2237 -0.5966 0.0875 -0.4085
BMX non-
206464_ receptor NM_0017 at tyrosine kinase 21 -0.5425 0.0257 0.0856 0.4116 0.0232 -0.0206 -0.1007 0.2684 -0.0825 0.3848 maltase- glucoamylase
206522_ (alpha- NM_0046 at glucosidase) 68 -0.2467 -0.071 0.1387 0.3117 -0.0668 0.0594 -0.0931 0.2482 -0.0643 0.3001
206553 — 2'-5'- NM — 0025 -0.2358 0.5208 -0.1495 - 0.471 -0.4187 0.3786 -1.0096 0.1918 -0.8951
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at oligoadenylate 35 1.0003 synthetase 2,
OO O
69/7IkDa
THUMP
206555_ domain NMJ)177 s_at containing 1 36 0.2794 0.0184 0.1603 0.4932 0.0168 -0.0149 0.1264 -0.3371 0.1017 -0.4747
206584_ lymphocyte NM_0153 at antigen 96 64 -0.5692 0.2673 -0.0318 -0.092 0.2445 -0.2173 0.091 -0.2428 0.0172 -0.0801
206617^ renin binding NM_0029 s_at protein 10 -0.4175 -0.0544 0.201 0.3844 -0.0497 0.0442 -0.109 0.2908 -0.0778 0.3632
206618_ interleukin 18 NM_0038 at receptor 1 55 -0.4155 0.0607 -0.1372 0.401 0.056 -0.0498 -0.0825 0.22 -0.0819 0.382
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score glycoprotein Ib
206655_ (platelet), beta NM_0004 s_at polypeptide 07 0.4999 -0.1046 -0.2617 0.0127 -0.0969 0.0861 -0.0302 0.0805 -0.0025 0.0118 granzyme K
(serine protease, granzyme 3; tryptase II) /// granzyme K
(serine
206666_ protease, NM_0021 at granzyme 3; 04 0.3367 0.0393 -0.047 0.4087 0.0365 -0.0325 0.1078 -0.2873 0.0844 -0.394
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score tryptase II)
OO fins-related
206674_ tyrosine kinase NM_0041 at 19 -0.0697 -0.1342 -0.091 0.5179 -0.1253 0.1114 -0.1632 0.4352 -0.1082 0.5048 carcinoembryo nic antigen- related cell
206676_ adhesion at molecule 8 M33326 -0.5552 0.0352 -0.374 0.842 0.0303 -0.0269 -0.2029 0.541 -0.1709 0.7974
206697_ NM_0051 s_at haptoglobin 43 -0.3047 -0.0717 -0.1307 0.633 -0.0645 0.0573 -0.1911 0.5097 -0.1313 0.6128
206710 erythrocyte NM 0123 -0.0402 0.2196 0.1627 0.1994 -0.1772 0.23 -0.6132 0.1449 -0.676
Table 6: Group of 1645 genes that are differentially expressed m. healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at membrane 07 0.7006 protein band 4.1 -like 3 Fc fragment of IgE, low affinity II,
206759_ receptor for NM_0020 at (CD23A) 02 0.3999 -0.061 -0.052 -0.202 -0.0577 0.0513 0.036 -0.096 0.0415 -0.1934
206761_ NM_0058 at CD96 antigen 16 0.3455 -0.0575 0.1964 0.3941 -0.0524 0.0466 0.0824 -0.2198 0.08 -0.3731
206785_ killer cell NM_0022 s at lectin-like 60 0.551 -0.0707 0.138 0.5158 -0.0638 0.0567 0.1101 -0.2936 0.1041 -0.486
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor
00 subfamily C, member 1 /// killer cell lectin-like receptor subfamily C, member 2
206828_ TXK tyrosine NM_0033 at kinase 28 0.5399 -0.0889 0.0416 0.3629 -0.0785 0.0698 0.0693 -0.1847 0.0709 -0.3309
206834_ hemoglobin, NM_0005 at delta /// 19 0.3896 -0.1467 -0.1795 0.1599 -0.1377 0.1224 -0.0831 0.2215 -0.0321 0.1499
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hemoglobin, delta ribonuclease,
RNase A family, 3
(eosinophil
206851_ cationic NM_0029 at protein) 35 -0.4176 -0.0039 -0.1149 0.5541 -0.0035 0.0031 -0.1448 0.3862 -0.1136 0.5302
206871_ elastase 2, NMJ)Ol 9 at neutrophil 72 -0.5426 -0.0275 -0.2767 0.9026 -0.0237 0.0211 -0.2326 0.6203 -0.1858 0.8671
206877_ MAX NM_0023 at dimerization 57 -0.3415 0.2 -0.0703 0.1115 0.1911 -0.1698 0.0792 -0.2112 0.0224 -0.1045
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein 1
OO leukocyte
O\ immunoglobuli n-like receptor, subfamily A
(without TM
206881_ domain), NM_0068 s_at member 3 65 -0.3056 0.0829 0.0649 0.0335 0.0793 -0.0705 0.0139 -0.0372 -0.0069 0.0321
206965_ Kruppel-like NMJ) 162 at factor 12 85 0.487 -0.0793 -0.05 0.2454 -0.0734 0.0653 0.0429 -0.1145 0.0494 -0.2306
206991_ chemokine (C- NM_0005 s at C motif) 79 0.1574 0.105 0.1419 0.5798 0.0953 -0.0847 0.174 -0.4639 0.1205 -0.5623
TaWe 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients. {
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor 5 protein
-4 phosphatase 3
(formerly 2B), catalytic subunit, gamma isoform
207000_ (calcineurin A NM_0056 s_at gamma) 05 0.4288 0.0743 0.1128 0.7514 0.065 -0.0577 0.2022 -0.5392 0.1547 -0.7221
207053_ solute carrier NM_0210 at family 8 97 -0.2884 -0.0644 0.1173 0.3577 -0.0605 0.0538 -0.1074 0.2864 -0.0741 0.3456
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(sodium/calciu m exchanger),
00 member 1 solute carrier family 16
(monocarboxyl ic acid
207057_ transporters), NM_0047 at member 7 31 0.4217 -0.1247 -0.0393 0.0668 -0.118 0.1049 -0.015 0.04 0.0135 -0.0631 interleukin 18
207072_ receptor NM_0038 at accessory 53 -0.4143 0.0249 -0.1222 0.4809 0.0226 -0.0201 -0.116 0.3093 -0.0981 0.4577
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein
OO colony stimulating factor 2 receptor, alpha, low-affinity
207085_ (granulocyte- NM_0061 x_at macrophage) 40 -0.2244 -0.0785 0.0514 0.3926 -0.0722 0.0642 -0.1253 0.3342 -0.0806 0.376 arachidonate
207206_ 12- NM_0006 s_at lipoxygenase 97 0.4256 -0.0495 -0.1827 0.1332 -0.0461 0.041 0.023 -0.0614 0.0268 -0.1253
207269 defensin. alϋha NM 0019 -0.4223 -0.059 -0.2757 0.8608 -0.051 0.0453 -0.2218 0.5914 -0.178 0.8304
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 4, corticostatin 25 acyl-CoA
O synthetase long-chain
207275_ family member NM_0019 s at 1 95 -0.5389 0.0951 0.0332 0.2733 0.0851 -0.0757 -0.0453 0.1209 -0.0534 0.2493 matrix metalloproteina
207329. se 8 (neutrophil NM_0024 at collagenase) 24 -0.4939 0.0644 -0.4265 0.7511 0.0556 -0.0494 -0.1731 0.4615 -0.151 0.7045
207341_ proteinase 3 NM_0027 at (serine 77 -0.2825 -0.109 -0.2106 0.7865 -0.0968 0.086 -0.2341 0.6243 -0.1643 0.767
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus scorej, RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score proteinase, neutrophil,
Wegener granulomatosis autoantigen) peptidoglycan
207384_ recognition NM_0050 at protein 1 91 -0.468 -0.1619 0.1408 0.7815 -0.1438 0.1278 -0.228 0.608 -0.1605 0.7491
207387_ NMJ)OOl s_at glycerol kinase 67 -0.4831 0.2536 -0.0016 0.1739 0.2349 -0.2088 0.112 -0.2988 0.0331 -0.1546
207460_ granzyme M NM_0053 at (lymphocyte 17 0.4085 0.0273 0.0849 0.5781 0.0242 -0.0215 0.1518 -0.4049 0.118 -0.5508
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLB patients (lupus score), RA patients,. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score met-ase 1) caspase 5,
VO apoptosis-
207500_ related cysteine NM_0043 at protease 47 -0.4233 0.2728 -0.1745 0.1203 0.2586 -0.2299 0.098 -0.2615 0.0233 -0.1088 solute carrier family 4, sodium bicarbonate
207604_ cotransporter, NM_0036 -9.00E- s_at member 7 15 0.5243 -0.1473 -0.0075 0.1437 -0.1369 0 .1217 04 0 .0025 0. 0285 -0 .1331
207610 egf-like NM 0134 -0.3589 0.0038 0.0764 0.2884 0.0035 -0 .0031 -0.075 0.2 -0 .0583 0. 2718
patients.
s at module 47 containing, mucin-like, hormone receptor-like 2
G protein-
207651_ coupled NMJH33 at receptor 171 08 0.1819 0.1511 0.036 0.6262 0.1355 -0.1204 0.1982 -0.5286 0.1294 -0.6038
Fc fragment of
207674_ IgA, receptor NMJ3020 at for 00 -0.5196 0.1238 0.121 0.0922 0.1139 -0.1012 0.0084 -0.0225 -0.0182 0.0847
207723 killer cell NM 0022 0.3489 -0.0018 0.1824 -0.0016 0.0014 0.1343 -0.3582 0.1096 -0.5115
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at lectin-like 61 0.5329 receptor subfamily C, member 3
207777_ SP 140 nuclear NM_0072 s at body protein 37 -0.2189 0.355 -0.1984 0.5287 0.3325 -0.2956 0.2249 -0.5996 0.1016 -0.4743 killer cell lectin-like receptor
207795_ subfamily D, s_at member 1 AB009597 0.4127 -0.0705 0.129 0.3643 -0.0636 0.0566 0.0738 -0.1969 0.0729 -0.3404
207796 killer cell NM 0073 0.3661 -0.0488 0.1052 -0.0443 0.0394 0.0761 -0.2029 0.0708 -0.3303
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x_at lectin-like 34 0.3508
VO receptor Ul subfamily D, member 1 cysteine-rich
207802_ secretory NM_0060 at protein 3 61 -0.7796 0.1093 -0.2151 0.7241 0.0943 -0.0839 -0.1574 0.4197 -0.1426 0.6654
207815_ platelet factor 4 NM_0026 at variant 1 20 0.4574 0.1246 -0.2999 0.5178 0.1116 -0.0992 0.1648 -0.4394 0.1036 -0.4835
207831_ deoxyhypusine NM_0134 x_at synthase 07 0.3388 -0.0734 0.1849 0.3337 -0.0682 0.0606 0.0676 -0.1802 0.0682 -0.3181
207840 CD 160 antigen NM_0070 0.526 -0.1056 0.1386 -0.0948 0.0843 0.0736 -0.1963 0.0787 -0.3673
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 53 0.3973 matrix Os 207890_ metalloproteina NM_0227 -6.00E- 5.00E- s_at se 25 18 -0.3354 04 0.061 0.2907 ####### 04 -0.0736 0.1961 -0.059 0.2755
CD40 ligand
(TNF superfamily, member 5,
207892_ hyper-IgM NM_0000 at syndrome) 74 0.2761 -0.0037 0.2891 0.5548 -0.0033 0.003 0.1383 -0.3688 0.1143 -0.5334
207979_ CD8 antigen, NM_0049 s at beta 31 0.2916 0.0722 -0.0541 0.4428 0.0657 -0.0584 0.1341 -0.3575 0.0906 -0.4229
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score polypeptide 1
(p37)
VO -4 Z-DNA binding protein
1 /// Z-DNA
208087_ binding protein NM_0307 s_at 1 76 -0.5413 0.4673 -0.3521 0.3457 0.4481 -0.3983 0.2097 -0.5593 0.0631 -0.2947 signal
208095_ recognition NM_0012 s_at particle 72kDa 22 0.1951 0.09 0.0879 -0.527 0.0821 -0.073 0.1526 -0.4071 0.1093 -0.5099
208168_ chitinase 1 NM_0034 s at (chitotriosidase 65 -0.1257 -0.1121 -0.3017 0.7197 -0.1008 0.0896 -0.205 0.5468 -0.1503 0.7014
TaMe 6: Group of 1645 genes that are differentially expressed in healthy donors, SUE patients (lupus score), RA patients, md WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
H ^e- 208185 — NMJ) 164 x_at — 15 0.4113 -0.0478 -0.1024 0.2004 -0.0446 0.0396 0.0391 -0.1044 0.0406 -0.1896 mucosa associated lymphoid tissue lymphoma
208309_ translocation NM_0067 s_at gene 1 85 0.2028 0.0379 0.088 0.3962 0.0354 -0.0314 0.108 -0.288 0.0823 -0.3839
208406_ GRB2-related NM_0048 s at adaυtor υrotein 10 0.6706 -0.0807 -0.1069 0.3774 -0.0724 0.0643 0.0798 -0.2129 0.0743 -0.3469
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
interferon
208436_ regulatory NM_0040 s_at factor 7 30 -0.6819 0.5264 -0.2783 0.4287 0.4937 -0.4389 0.2407 -0.6419 0.0736 -0.3437 related RAS viral (r-ras)
208456_ oncogene NM_0122 4.00E- -3.00E- s_at homolog 2 50 0.4716 04 0.0548 0.5429 ####### 04 0.1364 -0.3637 0.1109 -0.5176 haptoglobin ///
208470_ haptoglobin- NM_0209 s_at related protein 95 -0.3225 -0.0331 -0.2498 0.6632 -0.0299 0.0266 -0.1929 0.5144 -0.1379 0.6436
208488 complement N NMM 00000066 -0.4059 0.0094 0.1015 0.2982 0.0086 -0.0076 -0.075 0.2001 -0.0602 0.281
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at component 51
O (3b/4b) O receptor 1, including Knops blood group system growth factor independent IB (potential regulator of
208501, CDKNlA, NM_0041 at translocated in 88 0.3677 0.015 0.1269 0.5436 0.0136 -0.0121 0.1437 -0.3833 0.1117 -0.5211
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
CML) g 208581_ metallothionein NM_0059 x_at IX 52 -0.2702 0.42 -0.2579 0.5913 0.4002 -0.3558 0.2652 -0.7072 0.1142 -0.5328 tubulin, beta 1
208601_ /// tubulin, beta NM_0307 s_at 1 73 0.5819 -0.0163 -0.3046 0.2668 -0.0147 0.0131 0.0651 -0.1737 0.0526 -0.2457 serine/arginine 208610_ repetitive s_at matrix 2 AI655799 0.433 -0.1701 -0.1368 0.1365 -0.1597 0.1419 -0.0807 0.2153 -0.0272 0.127 protein
208612 disulfide - at isomerase- D83485 0.3408 0.0042 0.0591 0.4214 0.0037 -0.0033 0.1092 -0.2913 0.0853 -0.3982
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score associated 3
at PRO2640 AFl 16710 0.4017 -0.0987 0.176 0.3228 -0.0894 0.0795 0.0564 -0.1505 0.0642 -0.2998
CD24 antigen
(small cell lung carcinoma
208650_ cluster 4 s at antigen) BG327863 -0.2685 -0.0253 -0.2183 0.5562 -0.023 0.0205 -0.1411 0.3763 -0.1152 0.5375
CD24 antigen
(small cell lung
208651, carcinoma x at cluster 4 M58664 -0.2535 -0.0157 -0.2908 0.5848 -0.0141 0.0125 -0.1484 0.3957 -0.1205 0.5623
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score antigen) κ>
O tetratricopeptid
208661_ e repeat AW51069 s_at domain 3 6 0.411 -0.0185 0.0478 0.4231 -0.0168 0.0149 0.1011 -0.2697 0.0861 -0.4018 tetratricopeptid 208662_ e repeat s_at domain 3 AI885338 0.4472 -0.0375 0.0562 0.4178 -0.0336 0.0298 0.0959 -0.2556 0.0837 -0.3907 tetratricopeptid 208663_ e repeat - s_at domain 3 AI652848 0.4863 -0.0459 0.0212 0.4022 -0.0424 0.0377 0.0928 -0.2474 0.082 -0.3825
208744 heat shock - x at 105kDa/110kD BG403660 0.3901 0.0281 -0.1058 0.3774 0.0261 -0.0232 0.1067 -0.2845 0.0775 -0.3617
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score a protein 1 g 208749_ x at flotillin l AF085357 -0.3741 -0.002 0.0154 0.3786 -0.0018 0.0016 -0.0962 0.2566 -0.0758 0.3538
N- ethylrnaleimide
-sensitive factor
208751_ attachment at protein, alpha BC001165 -0.2445 0.3083 -0.0994 0.4729 0.2875 -0.2556 0.1971 -0.5256 0.0918 -0.4282 nucleosonie
208752_ assembly x at protein 1 -like 1 AI888672 0.3905 -0.0457 0.11 0.3892 -0.0405 0.036 0.0853 -0.2276 0.0776 -0.3619
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score nucleosome g 208754 assembly s at protein 1 -like 1 AL162068 0.3519 -0.0165 0.1131 0.4297 -0.0149 0.0133 0.1025 -0.2734 0.0873 -0.4073
5- aminoimidazol e-4- carboxamide ribonucleotide formyltransfera
208758_ se/IMP at cyclohydrolase D89976 0.3883 0.0169 0.0191 0.4662 0.015 -0.0133 0.1214 -0.3238 0.0939 -0.4383.
208791 clusterin M25915 0.4912 -0.0929 -0.165 -0.0866 0.0769 0.0026 -0.007 0.0206 -0.0962
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, andWG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at (complement 0.1028
O lysis inhibitor, SP-40,40, sulfated glycoprotein 2, testosterone- repressed prostate message 2, apolipoprotein
J)
208792 clusterin M25915 0.4414 -0.096 -0.231 0.0207 -0.0888 0.0789 -0.031 0.0826 -0.0041 0.0192
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at (complement
O lysis inhibitor, -4 SP-40,40, sulfated glycoprotein 2, testosterone- repressed prostate message 2, apolipoprotein
J)
208798 golgin-67 AF204231 0.4338 -0.0507 0.0512 -0.0458 0.0407 0.0786 -0.2097 0.0729 -0.3403
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x_at 0.3639
K O. 208808 - high-mobility
OO s_at group box 2 BC000903 -0.4868 0.0526 -0.0125 0.3767 0.0468 -0.0416 -0.0817 0.2178 -0.0747 0.3484 cisplatin resistance- associated
208835_ overexpressed AW08967 s_at protein 3 0.3928 -0.0101 -0.0615 0.3212 -0.0092 0.0082 0.0792 -0.2111 0.0648 -0.3024 likely ortholog of mouse
208858_ membrane s at bound C2 BC004998 0.3407 0.0445 0.2106 0.6746 0.039 -0.0347 0.1732 -0.462 0.1387 -0.6473
Table 6: Group of 1645 genes that are differentially expressed in heal thy donors „ SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score domain
O containing protein alpha thalassemia/me ntal retardation syndrome X- linked (RAD54
208859. homolog, S. s_at cerevisiae) AI650257 0.3081 -0.0539 -0.0492 0.1283 -0.0514 0.0457 0.0207 -0.0553 0.0264 -0.1234
208879^ chromosome x at 20 open BG469030 0.5264 -0.1492 0.1106 0.2544 -0.1393 0.1238 0.0262 -0.0698 0.051 -0.2382
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score reading frame 14
O major histocompatibil ity complex, class II, DR alpha /// major histocompatibil ity complex,
208894_ class II, DR at alpha M60334 0.3575 0.0097 0.0697 0.4639 0.0087 -0.0078 0.1168 -0.3114 0.0943 -0.4398
208896 DEAD (Asp- X98743 0.1808 0.0873 0.0791 0.0798 -0.0709 0.1454 -0.3878 0.1028 -0.4797
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients* and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at Glu-Ala-Asp) 0.4965 box polypeptide 18 complement component 1, q
208910^ subcomponent s at binding protein L04636 0.2886 0.0116 0.0789 0.4062 0.0106 -0.0094 0.1049 -0.2796 0.0832 -0.3882 interferon, gamma-
208965_ inducible s_at protein 16 BG256677 -0.2274 0.3179 -0.1985 0.4208 0.304 -0.2702 0.1882 -0.502 0.0832 -0.3883
208966_ interferon, AF208043 -0.6164 0.3884 -0.1664 0.3569 -0.3172 0.1632 -0.4352 0.0417 -0.1944
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score)., RA patients> and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x_at gamma- 0.2362 inducible
K) protein 16
F-box and
209005_ leucine-rich at repeat protein 5 AF 157323 -0.6632 0.1855 0.1097 0.0875 0.1603 -0.1425 0.0255 -0.0681 -0.0159 0.0744
209017_ protease, s_at serine, 15 U02389 0.3749 -0.0809 0.0972 0.2666 -0.0758 0.0674 0.0468 -0.1248 0.0544 -0.2541 synaptotagmin binding,
209024_ cytoplasmic s at RNA AI472757 0.4156 -0.0472 -0.0397 -0.267 -0.0438 0.039 0.0551 -0.1469 0.0543 -0.2532
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score interacting protein ral guanine nucleotide
209051_ dissociation s_at stimulator AF295773 0.412 0.0293 0.0908 0.5929 0.0262 -0.0233 0.157 -0.4186 0.1216 -0.5673
209072_ myelin basic at protein M13577 -0.3807 0.0098 -0.0735 0.4395 0.0088 -0.0078 -0.1123 0.2994 -0.0888 0.4144
SH3-domain
209091_ GRB2-like s_at endophilin Bl AF263293 -0.4686 0.0831 0.0153 0.2496 0.0746 -0.0663 -0.0418 0.1116 -0.049 0.2285
209113 high-mobility AF288679 0.4526 -0.0997 -0.0199 - -0.0931 0.0828 0.0216 -0.0576 0.0372 -0.1735
Table 6; Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at group 2OB 0.1843 hemoglobin, beta ///
209116_ hemoglobin, x_at beta M25079 0.6504 -0.1628 -0.214 0.0344 -0.1473 0.1309 -0.0325 0.0867 0.0066 -0.0309
209135_ aspartate beta- at hydroxylase AF289489 -0.5062 0.1055 -0.1375 0.3759 0.096 -0.0854 -0.0683 0.1823 -0.0752 0.3508
Immunoglobuli
209138_ n lambda x_at variable 3-21 M87790 0.2059 0.11 -0.2086 0.3061 0.1043 -0.0927 0.1068 -0.2849 0.0632 -0.2948
209153_ transcription s_at factor 3 (E2A M31523 0.3929 0.058 -0.0071 0.5553 0.0527 -0.0468 0.1566 -0.4175 0.1143 -0.5335
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score immunoglobuli n enhancer
(Jl binding factors
E12/E47)
209156_ collagen, type s_at VI, alpha 2 A AYY002299220088 00..448833 -0.1583 0.243 0.3128 -0.1443 0.1283 0.038 -0.1013 0.0617 -0.2877 aldo-keto reductase family 1, member C3 (3-
209160_ alpha at hydroxysteroid ABOl 8580 0.5928 -0.1593 0.2493 0.4301 -0.1437 0.1277 0.0711 -0.1896 0.0848 -0.3956
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score dehydrogenase, type II)
PRP4 pre- mRNA processing factor 4
209162, homolog s_at (yeast) U82756 0.3896 -0.0231 0.0062 0.3484 -0.0212 0.0189 0.0817 -0.218 0.0709 -0.3306
209184_ insulin receptor s_at substrate 2 BF700086 -0.142 -0.1156 0.0443 0.4129 -0.1078 0.0958 -0.1305 0.3481 -0.0854 0.3985
209185_ insulin receptor s at substrate 2 AF073310 -0.2391 -0.1337 0.107 0.5015 -0.1226 0.109 -0.1587 0.4231 -0.1031 0.4809
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
MADS box transcription
-4 enhancer factor
2, polypeptide
C (myocyte
209200_ enhancer factor at 2C) AL536517 0.3473 -0.0295 0.0833 0.3618 -0.0276 0.0245 0.0819 -0.2185 0.0746 -0.3481
209234_ kinesin family at member IB BF939474 -0.4241 -0.0641 0.079 0.5347 -0.0558 0.0496 -0.1524 0.4063 -0.107 0.4992
CDC42
209286_ effector protein at (Rho GTPase AI754416 -0.6256 0.1994 -0.0015 0.1184 0.1767 -0.1571 0.021 -0.056 -0.022 0.1029
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score binding) 3
CDC42
OO effector protein 209287_ (Rho GTPase s_at binding) 3 AF104857 -0.5234 0.176 0.0442 0.0309 0.1606 -0.1427 0.0365 -0.0974 -0.0059 0.0278
209301_ carbonic at anhydrase ll M36532 0.6274 -0.0413 -0.2459 0.3038 -0.0366 0.0326 0.069 -0.1841 0.0591 -0.276 major histocompatibil ity complex,
209312_ class II, DR 7.00E- -6.00E- x_at beta 1 /// major U65585 0.3821 04 -0.0044 0.3939 04 0.0974 -0.2597 0.0795 -0.3711
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score histocompatibil ity complex,
VO class II, DR beta l
209369_ at annexin A3 M63310 -0.8009 0.1907 -0.1208 0.4382 0.1649 -0.1466 -0.0628 0.1674 -0.0824 0.3846 immunoglobuli
209374_ n heavy s_at constant mu BC001872 0.3562 0.0256 -0.1604 0.2831 0.0239 -0.0212 0.0776 -0.207 0.058 -0.2706 growth factor
209409_ receptor-bound at protein 10 D86962 -0.2873 -0.0979 -0.1989 0.7505 -0.0859 0.0764 -0.2065 0.5507 -0.1557 0.7266
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score growth factor
209410_ receptor-bound
K)
O s_at protein 10 AF000017 -0.2897 -0.0353 -0.1633 0.5518 -0.0317 0.0282 -0.1436 0.383 -0.1135 0.5298 interferon-
2091417 '_ induced protein s at 35 BC001356 -0.4716 0.4253 -0.1795 0.4721 0.4027 -0.358 0.2244 -0.5984 0.0878 -0.4097 mutS homolog
2, colon cancer,
209421_ nonpolyposis at type 1 (E. coli) U04045 0.2391 0.1121 -0.005 -0.542 0.1007 -0.0895 0.1658 -0.442 0.1114 -0.5196
209458 hemoglobin, AF 105974 0.7088 -0.1962 -0.1885 - -0.1758 0.1562 -0.042 0.1119 0.0057 -0.0268
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at alpha 1 /// 0.0304 hemoglobin,
K) alpha 1 /// hemoglobin, alpha 2 /// hemoglobin, alpha 2
209486_ disrupter of at silencing 10 BC004546 0.4293 -0.0323 0.1158 0.4706 -0.0295 0.0262 0.1081 -0.2882 0.0963 -0.4494 carcinoembryo
209498_ nic antigen- at related cell X16354 -0.5803 0.2147 -0.1881 0.2104 0.1944 -0.1728 0.0011 -0.0029 -0.0402 0.1874
Table 6; Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score adhesion molecule 1
K) κ> (biliary glycoprotein) zinc finger
209538_ protein 32 at (KOX 30) U69645 0.3106 0.0099 0.0819 0.4274 0.0091 -0.008 0.1105 -0.2948 0.0876 -0.4089
209546_ apolipoprotein s_at L, 1 AF323540 -0.2873 0.3001 -0.0116 0.4912 0.2825 -0.2511 0.2109 -0.5625 0.0976 -0.4555
CD36 antigen
209555_ (collagen type I s at receotor. M98399 - -00..00115544 00..00225555 0.338 0.3775 0.0233 -0.0207 0.1039 -0.2772 0.0769 -0.3591
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score thrombospondi n receptor)
K) RRSl ribosome biogenesis regulator
209567_ homolog (S. at cerevisiae) BC001811 0.336 0.0983 0.0657 0.6739 0.0861 -0.0765 0.1962 -0.5233 0.1384 -0.6459 torsin family 1,
209593_ member B s at ( (ttoorrssiinn B B)) AF317129 -0.5068 0.3559 -0.1507 0.2783 0.3336 -0.2966 0.1595 -0.4252 0.0515 -0.2402
209602_ GATA binding AI796169 0.2433 0.0673 0.2879 -0.709 0.0601 -0.0534 0.1898 -0.5061 0.1475 -0.6884
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at protein 3
ATP-binding
K) cassette, sub¬ family B
209620_ (MDR/TAP), s_at member 7 AB005289 0.3375 -0.0527 0.1021 0.3077 -0.0489 0.0434 0.0633 -0.1687 0.0627 -0.2927 phosphatidylin
209625_ ositol glycan, at class H BC004100 0.1956 0.0701 0.0651 0.4525 0.0644 -0.0572 0.1312 -0.3498 0.0936 -0.4368 heat shock
209657_ transcription s at factor 2 M65217 0.4523 -0.0624 0.1133 0.4118 -0.0556 0.0494 0.0861 -0.2296 0.0821 -0.3832
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score
CDC 16 cell division cycle
209658_ 16 homolog (S. at cerevisiae) A AFF 1166445598 0.3824 -0.011 0.0081 0.3751 -0.01 0.0089 0.0904 -0.241 0.0762 -0.3558
T cell receptor alpha constant
/// T cell
209670_ receptor alpha at constant M M1122995599 0.3131 0.0968 0.0815 0.6614 0.0853 -0.0759 0.1898 -0.5061 0.1362 -0.6358
T cell receptor
209671_ alpha locus /// x at T cell receptor Ml 2423 0.3295 0.0633 0.102 0.6086 0.0567 -0.0504 0.1706 -0.455 0.1257 -0.5864
Table 6: Group of 1645 g enes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients. >
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score alpha locus /// T cell receptor
K) alpha constant /// T cell receptor alpha constant cryptochrome
209674_ 1 (photolyase- at like) D83702 0.3062 -0.02 0.1667 0.4248 -0.0181 0.0161 0.0999 -0.2664 0.0867 -0.4046
Cas-Br-M
209682_ (murine) at ecotropic U26710 0.5034 -0.0458 0.0142 0.4136 -0.0404 0.0359 0.0954 -0.2544 0.0817 -0.3812
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score retroviral transforming
K) -4 sequence b nuclear receptor subfamily 1,
209750_ group D, at member 2 N32859 0.456 -0.0947 -0.049 0.1732 -0.0879 0.0781 0.0195 -0.052 0.0348 -0.1622
209762_ SPI lO nuclear x_at body protein AF280094 -0.5071 0.2998 -0.1348 0.1437 0.2762 -0.2455 0.1144 -0.305 0.0264 -0.123
209771_ CD24 antigen x at (small cell lung AA761181 -0.25 -0.1019 -0.2833 0.8039 -0.0883 0.0785 -0.2228 0.594 -0.1667 0.7778
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score carcinoma cluster 4
QC antigen) CD24 antigen (small cell lung carcinoma
209772_ cluster 4 s at antigen) X69397 -0.3106 -0.0327 -0.2696 0.669 -0.0295 0.0262 -0.1775 0.4733 -0.1391 0.6492 T cell receptor gamma
209813_ constant 2 /// T x at cell receptor Ml 6768 0.3995 -0.0242 -0.0278 0.3229 -0.0223 0.0198 0.0776 -0.2069 0.0655 -0.3058
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients' (lupus score)4 RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gamma
K) constant 2 /// T cell receptor gamma variable 9 /// T cell receptor gamma variable 9 /// similar to T- cell receptor gamma chain C region PT-
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gamma- 1/2 /// similar to T-
O cell receptor gamma chain C region PT- gamma-1/2 /// TCR gamma alternate reading frame protein /// TCR gamma alternate
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score reading frame
W protein
--
Patched
209815_ homolog - at (Drosophila) BG054916 0.3572 -0.0522 0.2509 0.4729 -0.0466 0.0414 0.1049 -0.2798 0.0953 -0.4448 leucine rich
209840_ repeat neuronal - s_at 3 AI221950 0.4996 -0.006 0.0539 0.5539 -0.0054 0.0048 0.1396 -0.3724 0.1125 -0.5249 leucine rich
209841_ repeat neuronal - s_at 3 AL442092 0.4337 0.0288 -0.0815 0.4482 0.026 -0.0231 0.1263 -0.3369 0.0907 -0.4231
209870_ amyloid beta AW57158 0.7094 -0.0943 -0.0146 _ -0.082 0.0729 0.0935 -0.2494 0.091 -0.4245
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at (A4) precursor 0.4701 protein-
K) binding, family A, member 2 (XIl -like) linker for
209881_ activation of T s_at cells AF036905 0.4266 -0.0071 -0.0258 0.3987 -0.0064 0.0057 0.1 -0.2667 0.0809 -0.3777 complement
209906_ component 3 a at receptor 1 U62027 -0.4399 0.1028 -0.0307 0.2116 0.0952 -0.0846 -0.0271 0.0721 -0.0424 0.198
209930 nuclear factor L13974 -0.541 0.0815 0.0094 0.3348 0.0721 -0.0641 -0.0641 0.1709 -0.0653 0.305
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at (erythroid- derived 2),
45kDa
6- phosphofracto-
2- kinase/fructose
-2,6-
209992_ biphosphatase at 2 AB044805 -0.0915 -0.1267 0.572 -0.0831 0.0739 -0.1637 0.4364 -0.1188 0.5544
209993_ ATP-binding at cassette, sub- AF016535 0.4226 -0.0544 0.1114 0.4005 -0.0484 0.043 0.0869 -0.2318 0.0799 -0.3727
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score family B (MDR/TAP), member 1 ATP-binding cassette, sub¬ family B (MDR/TAP), member 1 /// ATP-binding cassette, sub¬
209994_ family B s at (MDR/TAP), AF016535 0.4678 -0.0442 0.1444 0.5063 -0.04 0.0356 0.1186 -0.3164 0.103 -0.4808
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 4
T-cell
'Jl leukemia/lymp homa lA /// T- cell
209995_ leukemia/lymp s_at homa lA BC003574 0.359 -0.0307 -0.054 0.2384 -0.0288 0.0256 0.0516 -0.1375 0.0488 -0.2277
CD3Z antigen, zeta polypeptide 210031_ (TiT3 at complex) J04132 0.7155 -0.1267 0.1637 0.5618 -0.1063 0.0945 0.1112 -0.2965 0.1064 -0.4966
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
SH3 -domain
^ 210101 GRB2-like x at endophilin Bl AF257318 -0.4186 0.0492 0.02 0.2834 0.0442 -0.0393 -0.0592 0.1579 -0.0561 0.262
SH2 domain protein IA,
Duncan's disease
(lymphoprolife
210116_ rative at syndrome) AF072930 0.4015 0.0359 0.1153 -0.623 0.0318 -0.0282 0.1597 -0.4258 0.1276 -0.5955
210128_ leukotriene B4 s at receptor U41070 -0.4022 0.003 -0.0318 0.4396 0.0027 -0.0024 -0.1124 0.2997 -0.0886 0.4136
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
210140 cystatin F
K at (leukocystatin) AF031824 -0.2865 -0.0423 -0.0707 0.4779 -0.0386 0.0343 -0.1276 0.3402 -0.0986 0.4601
-4
210142_ x at flotillin l AF117234 -0.4298 -0.0158 0.0579 0.4322 -0.014 0.0124 -0.1145 0.3054 -0.0861 0.4018 granzyme B
(granzyme 2, cytotoxic T- lymphocyte- associated serine esterase
210164_ 1) /// granzyme at B (granzyme 2, J03189 0.4644 -0.0245 0.163 0.5731 -0.0215 0.0191 0.139 -0.3706 0.1155 -0.5388
Table 6; Group of 1645 genes that are differential y expressed in healthy donors, SLE patients (iupαs score)* RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score cytotoxic T- lymphocyte- associated serine esterase
1)
210166_ toll-like at receptor 5 A AFF005511115511 --00..339944^3 0.0477 -0.0848 0.3633 0.0431 -0.0383 -0.0798 0.2128 -0.0731 0.3409
FUS interacting
210178_ protein (seriαe- x_at arginine rich) l AF047448 0.3265 0.0014 0.0601 0.4003 0.0013 -0.0012 0.1005 -0.2679 0.0827 -0.3861
210202 bridging U87558 0.52 -0.0128 0.1221 -0.0112 0.01 0.1488 -0.3967 0.1255 -0.5858
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients .(lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at integrator 1 0.6226 cathelicidin
VO
210244_ antimicrobial at peptide U19970 -0.4231 0.0041 -0.2801 0.6977 0.0036 -0.0032 -0.1701 0.4536 -0.1428 0.6664 membrane- spanning A- domains, subfamily A, member 3
210254_ (hematopoietic at cell-specific) L35848 -0.3572 -0.046 -0.1565 0.6439 -0.0412 0.0366 -0.1692 0.4511 -0.133 0.6208
210262 cysteine-rich M25532 -0.1799 -0.0056 -0.3449 0.5336 -0.0051 0.0046 -0.1399 0.373 -0.1105 0.5158
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set H) Gene Title ID score score score score score 3 score score score score score at secretory
* protein 2
O- G protein-
210279_ coupled at receptor 18 AF261135 0.5765 -0.0405 0.0502 -0.538 -0.0359 0.0319 0.1201 -0.3203 0.1076 -0.5023
210281_ zinc ringer s_at protein 198 AL136621 0.4095 -0.1274 0.0334 -0.117 -0.1204 0.107 -0.0026 0.0069 0.0237 -0.1105
210282_ zinc finger at protein 198 AL136621 0.2245 -0.0697 -0.0319 0.0163 -0.067 0.0596 -0.0149 0.0397 0.0034 -0.0157 membrane-
210356_ spanning 4- x at domains, BC002807 0.4354 -0.0284 -0.0654 0.3128 -0.0263 0.0234 0.0711 -0.1897 0.0637 -0.2971
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score subfamily A, member 1
210357_ spermine s at oxidase BC000669 0.3045 -0.0916 -0.2699 0.1884 -0.0853 0.0758 -0.0746 0.1989 -0.038 0.1773 solute carrier family 11 (proton- coupled divalent metal ion
210423_ transporters), s at member 1 L32185 -0.314 -0.0461 0.0209 0.4285 -0.0419 0.0373 -0.119 0.3174 -0.0876 0.4087
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
210425
£ x_at golgin-67 AF164622 0.5519 -0.1043 0.0738 0.3652 -0.0922 0.082 0.0678 -0.1808 0.0712 -0.3322 κ> RAR-related
210426_ orphan x_at receptor A U04897 0.3152 -0.004 0.1024 0.4147 -0.0037 0.0033 0.1011 -0.2697 0.085 -0.3966 purinergic receptor P2X,
210448_ ligand-gated s_at ion channel, 5 U49396 0.3706 0.021 -0.1172 0.3276 0.0194 -0.0172 0.0874 -0.2331 0.0666 -0.3108 hypothetical
210463_ protein x at FLJ20244 BC002492 0.4222 -0.0788 0.0723 0.2974 -0.0728 0.0647 0.0567 -0.1513 0.0601 -0.2807
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
RAR-related
Ig 210479_ orphan s at receptor A L14611 0.3176 0.0074 0.0477 0.3951 0.0068 -0.006 0.0993 -0.2648 0.0809 -0.3776 peptidylprolyl
210502_ isomerase E s_at (cyclophilin E) AF042386 0.462 -0.042 0.0937 0.4574 -0.0374 0.0332 0.1024 -0.2732 0.0917 -0.4281 baculoviral
210538_ LAP repeat- s_at containing 3 U37546 0.2345 0.0756 0.0244 0.4682 0.0691 -0.0614 0.1382 -0.3685 0.0966 -0.4508 killer cell
210606_ lectin-like x at receptor U30610 0.4248 -0.0464 0.135 0.4469 -0.0415 0.0369 0.1005 -0.2681 0.0899 -0.4196
Table 6: Group of 1645 genes that are differentially expressed in healthy donors j, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score subfamily D, member 1 fms-related
210607_ tyrosine kinase at 3 1igand U03858 0.2579 0.1226 0.0646 0.6567 0.1101 -0.0979 0.1976 -0.527 0.1363 -0.6361 tumor protein 210609_ p53 inducible s_at protein 3 BC000474 -0.4279 0.0608 -0.1417 0.418 0.0551 -0.049 -0.0988 0.2634 -0.0844 0.3939 cyclin- dependent
210622_ kinase (CDC2- x at like) 10 AF153430 0.4233 0.0098 -0.0824 0.3857 0.0088 -0.0078 0.1028 -0.2741 0.0778 -0.3628
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
A kinase
(PRKA)
" 210625 anchor protein s at 1 U34074 0.3985 -0.0518 -0.015 0.2607 -0.0479 0.0426 0.053 -0.1413 0.0528 -0.2464 tetratricopeptid
210645_ e repeat s at domain 3 D83077 0.4241 -0.0496 0.1769 0.4779 -0.044 0.0391 0.1067 -0.2845 0.0959 -0.4477 iduronate 2- sulfatase
210666_ (Hunter at syndrome) AF050145 0.3887 -0.2456 0.0415 0.2117 -0.2369 0.2106 -0.1246 0.3322 -0.0427 0.1994
210705 tripartite motif- AF220028 -0.4544 0.3555 -0.1677 0.3371 -0.2996 0.1703 -0.454 0.0596 -0.2781
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at containing 5 0.3154
Ig 210717. 5.00E- at AFl 16659 0.3758 -0.1223 -0.0632 0.0026 -0.1166 0.1036 -0.0308 0.0821 04 -0.0025 formyl peptide receptor-like 1 /// formyl
210773_ peptide s_at receptor-like 1 U81501 -0.4212 0.1502 -0.0353 0.0703 0.1404 -0.1248 0.0204 -0.0545 -0.014 0.0652 SARIa gene
210790_ homolog 1 (S. s_at cerevisiae) BC003658 0.3235 -0.0152 -0.0887 0.2095 -0.0145 0.0128 0.0521 -0.139 0.0433 -0.2019
210797 2'-5'- AF063612 -0.6192 0.5016 -0.1897 - 0.4711 -0.4187 0.2547 -0.6793 0.0911 -0.4253
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients-
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at oligoadenylate 0.5129
4- synthetase-like -4 solute carrier family 8
(sodium/calciu
210804_ m exchanger), x_at member 1 A AFF112288552244 -0.282 0.0049 -0.0751 0.3515 0.0046 -0.0041 -0.0927 0.2473 -0.0723 0.3375 tumor necrosis factor receptor superfamily,
210847_ member 25 /// x_at putative NFkB AF026071 0.4258 0.0524 0.0979 0.6755 0.0469 -0.0416 0.1883 -0.5021 0.1395 -0.6511
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score activating protein
OO apolipoprotein
B mRNA editing enzyme, catalytic
210873_ polypeptide- x_at like 3A U03891 -0.5612 0.1931 -0.1044 0.1675 0.1768 -0.1571 0.0074 -0.0198 -0.0324 0.1514 Fc fragment of
210889_ IgG, low s at affinity lib, M31933 -0.4559 0.2409 -0.2258 0.0478 0.2228 -0.198 0.0505 -0.1346 -0.0091 0.0424
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor
(CD32)
K*
210896_ aspartate beta- s_at hydroxylase AF306765 -0.4267 0.0709 -0.1065 0.3561 0.0647 -0.0575 -0.0711 0.1896 -0.0718 0.3349
210915_ T cell receptor x_at beta constant 1 M15564 0.3708 0.046 0.1378 0.6399 0.0402 -0.0357 0.1691 -0.4508 0.1307 -0.6101 lysosomal
210943_ trafficking s_at regulator U84744 0.3594 -0.1376 -0.1454 0.1342 -0.129 0.1147 -0.0705 0.188 -0.0269 0.1257 lymphoid
210948 — enhancer- - s_at binding factor AF294627 0.4515 0.0567 0.0507 0.6684 0.0501 -0.0445 0.1823 -0.4862 0.1369 -0.6386
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
T cell receptor
O alpha locus ///
210972_ T cell receptor x_at alpha constant Ml 5565 0.3244 0.0641 0.1167 0.6198 0.0567 -0.0504 0.1712 -0.4565 0.1274 -0.5944 major histocompatibil ity complex,
210982_ class II, DR s_at alpha M60333 0.3643 -0.0177 0.0534 -0.382 -0.0161 0.0143 0.09 -0.24 0.0774 -0.3612
210992_ Fc fragment of x at IgG, low U90939 -0.4504 0.206 -0.0978 0.0118 0.1912 -0.17 0.0501 -0.1337 -0.0023 0.0107
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score affinity Hc,
Ul receptor for (CD32) growth factor
210999. receptor-bound s_at protein 10 U66065 -0.3813 -0.0592 -0.1806 0.7271 -0.0523 0.0465 -0.1901 0.5069 -0.1504 0.7018 linker for
211005_ activation of T at cells AF036906 0.4263 -0.0426 0.117 0.4412 -0.0378 0.0336 0.0997 -0.2658 0.0884 -0.4124
211012_ promyelocytic s_at leukemia BC000080 -0.9629 0.49 -0.0544 0.2557 0.4377 -0.3891 0.2093 -0.558 0.0434 -0.2023
211087 mitogen- Z25432 -0.3211 0.0758 -0.1169 0.2434 0.072 -0.064 -0.0439 0.1171 -0.0502 0.2343
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at activated protein kinase
K) 14 /// mitogen- activated protein kinase 14
PRP4 pre- mRNA processing factor 4
211090_ homolog B s at (yeast) /// Z25435 0.1847 0.0619 0.0644 0.4186 0.0575 -0.0511 0.12 -0.32 0.0869 -0.4056
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score
PRP4 pre- κ> mRNA processing factor 4 homolog B
(yeast)
T cell receptor
211144, gamma x_at constant 2 M30894 0.3771 -0.0275 -0.0262 0.2924 -0.0253 0.0225 0.0686 -0.1829 0.0593 -0.2766
211275_ s_at glycogenin AF087942 -0.4286 -0.0249 -0.0086 0.5192 -0.0219 0.0195 -0.1356 0.3616 -0.1045 0.4877
211282 tumor necrosis U94506 0.4273 0.0541 0.149 - 0.0464 -0.0413 0.1902 -0.5072 0.149 -0.6953
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x_at factor receptor 0.7308 superfamily, member 25
Fc fragment of
211307_ IgA, receptor s_at for U43677 -0.5216 0.1194 0.0828 0.1429 0.1115 -0.0991 -0.0064 0.0171 -0.0287 0.1338
211339_ IL2-inducible s_at T-cell kinase D13720 0.3826 0.0171 0.168 -0.604 0.0148 -0.0132 0.1545 -0.4121 0.1224 -0.571
CDKNlA
211358_ interacting zinc s_at finger protein 1 AF234161 0.3485 -0.0262 0.0856 -0.374 -0.0241 0.0214 0.0846 -0.2256 0.0764 -0.3565
211367_ caspase 1, U13699 -0.4306 0.2928 -0.0448 -0.291 0.2716 -0.2414 0.1482 -0.3953 0.0548 -0.2556
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at apoptosis-
Ul related cysteine protease (interleukin 1, beta, convertase) interleukin 1
211372_ receptor, type s_at II U64094 -0.3344 -0.0468 -0.0625 0.5318 -0.0431 0.0384 -0.1402 0.3739 -0.1105 0.5158
Fc fragment of
211395_ IgG, low x at affinity Hc, U90940 -0.4043 0.1884 -0.0337 0.0506 0.1764 -0.1568 0.0606 -0.1615 0.01 -0.0465
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients,, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor for (CD32) immunoglobuli n heavy locus III immunoglobuli n heavy constant gamma 1 (GIm marker) ///
211430_ immunoglobuli s at n heavy M87789 0.1015 0.1378 -0.1293 0.3483 0.1328 -0.1181 0.1238 -0.33 0.0729 -0.3401
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score constant
Ul gamma 2 (G2m -4 marker) /// immunoglobuli n heavy constant gamma 3 (G3m marker) /// immunoglobuli n heavy constant mu
211456 Similar to 60S AF333388 -0.2334 0.3658 -0.1182 0.3462 -0.3077 0.2733 -0.7287 0.1232 -0.5748
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at ribosomal 0.6196 κ> protein L35 dipeptidylpepti dase 4 (CD26, adenosine deaminase
211478_ complexing s at protein 2) M74777 0.321 0.0054 0.1186 0.4615 0.005 -0.0044 0.116 -0.3094 0.0953 -0.4446 eukaryotic translation
211501 initiation factor s at 3, subunit 9 BCOOl 173 0.3692 -0.0225 -0.0159 0.3075 -0.0206 0.0183 0.0705 -0.188 0.0622 -0.2903
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, t md WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score eta, 116kDa
B 211506 s_at interleukin δ AF043337 -0.3 0.2584 0.2776 0.6454 0.2382 -0.2117 0.2555 -0.6813 0.1311 -0.6118
211513_ opioid growth 1.00E- 1.00E- s_at factor receptor AF172449 0.3192 -0.0946 -0.082 04 -0.0905 0.0804 -0.0249 0.0665 0 04 chromosome
19 open
211563_ reading frame s_at 2 AB006572 0.3508 0.0624 0.0695 0.5972 0.0551 -0.049 0.1618 -0.4315 0.1222 -0.5704 natural
211583_ cytotoxicity - x_at triggering AF031136 0.4727 -0.0539 0.0556 0.3999 -0.0482 0.0428 0.0846 -0.2256 0.0797 -0.3718
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor 3 mitochondrial
O ribosomal protein L9 /// mitochondrial
211594_ ribosomal s_at protein L9 AB0496 0.256 0.0611 0.0362 0.4633 0.0566 -0.0503 0.1362 -0.3631 0.0962 -0.4488
211623_ fibrillarin /// s_at fibrillarin M30448 0.4404 -0.1034 0.1578 0.3329 -0.0924 0.0821 0.0575 -0.1533 0.0655 -0.3056 immunoglobuli
211634_ n heavy x at constant mu /// M24669 0.3685 0.0447 -0.1796 0.3283 0.0415 -0.0369 0.0929 -0.2478 0.0671 -0.3132
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score immunoglobuli n heavy constant mu IgM rheumatoid factor RF-TTl, variable heavy chain /// IgM rheumatoid factor RF-TTl,
211635_ variable heavy x at chain M24670 0.3347 0.047 -0.1192 0.3578 0.0438 -0.0389 0.1012 -0.2699 0.0735 -0.3432
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Immunoglobuli κ> n heavy chain κ>
V region (Humha448) /// Immunoglobuli n heavy chain
211637_ V region x at (Humha448) L23516 0.2846 0.1718 -0.3313 0.4342 0.1611 -0.1432 0.1545 -0.4121 0.0887 -0.414 Anti-rabies virus
211644_ immunoglobuli x at n rearranged L 14458 0.2273 0.153 -0.2333 -0.419 0.1443 -0.1283 0.1474 -0.393 0.0864 -0.4032
Table 6; Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score kappa chain V- region /// Anti- rabies virus immunoglobuli n rearranged kappa chain V- region /// HRV Fab O27-VL /// HRV Fab 027- VL /// HRV Fab O26-VL /// HRV Fab 026-
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
VL ///
Antibody light chain variable region to HIY- l gpl20 (339bp) /// Antibody light chain variable region to HIV- l gpl20 (339bp) /// Clone 125fl2
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score anti-tetanus toxoid imniunoglobuli n light chain variable region (IGL@) mRNA, partial cds /// Clone 125fl2 anti¬ tetanus toxoid immunoglobuli n light chain
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score variable region CGL@) mRNA, partial cds ///
Immunoglobuli n kappa constant /// Immunoglobuli n kappa constant /// Clone JLCD5 immunoglobuli
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score n kappa chain (IgK) mRNA,
-4 VKIII-JKl region, partial cds. /// Clone JLCD5 immunoglobuli n kappa chain (IgK) mRNA, VKIII-JKl region, partial cds. /// Ig
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score germline
ON kappa-chain QO gene Vk3 region, 13kl l and l3kl2 /// Ig germline kappa-chain gene Vk3 region, 13kll and l3kl2 /// Ig germline kappa-chain
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gene Vk3
O\ region, 13kO4 /// Ig germline kappa-chain gene Vk3 region, 13kO4 /// Clone 136dO9 anti¬ tetanus toxoid immunoglobuli n light chain variable region
Table 6; Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(IGL@) mRNA, partial
O cds /// Clone 136dO9 anti¬ tetanus toxoid immunoglobuli n light chain variable region (IGL@) mRNA, partial cds /// Immunoglobuli
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score n heavy
-4 constant mu /// Immunoglobuli n heavy constant mu /// Immunoglobuli n kappa light chain VJ region (ID KPOLYC13) III Immunoglobuli
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score n kappa light chain VJ
K) region (ID KPOLYC13) III
Immunoglobuli n kappa light chain VJ region (ID POMOl 5) /// Immunoglobuli n kappa light
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patieϊits., and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chain VJ
KJ region (ID
POMOl 5) ///
Immunoglobuli n kappa variable 1-5 ///
Immunoglobuli n kappa variable 1-5
IgM VDJ-
211650_ region /// IgM x at VDJ-region L34164 0.2099 0.1587 -0.2884 0.3632 0.1509 -0.1342 0.1366 -0.3643 0.0748 -0.3492
Table 6: Group of 1645 genes that are differentially expressed in- healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score major
-4 histocompatibil ity complex, class II, DQ beta 1 /// major histocompatibil ity complex,
211654_ class II, DQ x_at beta l M17565 0.4986 -0.0735 -0.0583 0.2649 -0.0673 0.0598 0.0498 -0.1327 0.0529 -0.247 carcinoembryo
211657_ nic antigen- at related cell M18728 -0.3034 -0.0599 -0.3409 0.8025 -0.0516 0.0459 -0.2089 0.557 -0.1654 0.7719
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLEpatie αts (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score adhesion molecule 6 (non-specific cross reacting antigen) /// carcinoembryo nic antigen- related cell adhesion molecule 6 (non-specific cross reacting
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
3 4 5 10 11 12 13
Representa Healthy tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score antigen) κ> peroxiredoxin
2111
211658_ peroxiredoxin at 2 L19185 0.3995 -0.1007 0.1046 0.2464 -0.0933 0.0829 0.0365 -0.0975 0.0496 -0.2314 ribosomal protein L3 ///
211666_ ribosomal x_at protein L3 L22453 0.5719 -0.1256 0.1037 0.3579 -0.11 0.0978 0.0588 -0.1567 0.0688 -0.3211 hemoglobin,
211696_ beta /// x_at hemoglobin, AF349114 0.5629 -0.1574 -0.1894 0.0185 -0.1436 0.1276 -0.0446 0.1189 -0.0036 0.0167
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score beta hemoglobin,
-4 alpha 1 /// hemoglobin, alpha 1 /// hemoglobin, alpha 2 ///
211699_ hemoglobin, x_at alpha 2 AF349571 0.734 -0.1745 -0.2005 0.1028 -0.1557 0.1384 -0.0183 0.0488 0.0195 -0.0909
Fc fragment of
211734_ IgE, high s at affinity I, BC005912 0.3238 0.0782 0.2637 0.7982 0.0685 -0.0609 0.2136 -0.5695 0.1658 -0.7739
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor for; alpha polypeptide /// Fc fragment of IgE, high affinity I, receptor for; alpha polypeptide hemoglobin,
211745_ alpha 1 /// x at hemoglobin, BC005931 0.6857 -0.1887 -0.1732 0.0412 -0.1697 0.1508 -0.0374 0.0998 0.0078 -0.0366
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score alpha 1 ///
-4 hemoglobin, alpha 2 /// hemoglobin, alpha 2 prostaglandin D2 synthase 2IkDa (brain) III prostaglandin
211748_ D2 synthase x at 2IkDa (brain) BC005939 0.5379 -0.1487 0.1888 -0.343 -0.1358 0.1207 0.0522 -0.1392 0.068 -0.3173
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
211796_ T cell receptor
£ s_at beta constant 1 AF043179 0.4136 0.0342 0.1024 0.6188 0.0301 -0.0267 0.1617 -0.4312 0.1261 -0.5885
TRAF2 and
NCK
211828_ interacting s_at kinase AF172268 0.2805 0.0743 0.0689 0.5552 0.0663 -0.0589 0.1603 -0.4276 0.1141 -0.5324 tumor necrosis factor receptor
211841_ superfamily, - s_at member 25 U94510 0.4992 0.0114 0.1228 0.6664 0.0101 -0.009 0.1688 -0.4502 0.1361 -0.6352
211893_ - x_at CD6 antigen U66145 0.4362 -0.0294 0.0306 0.4034 -0.027 0.024 0.0973 -0.2594 0.0823 -0.3839
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
211900 g x-at CDo antigen U66146 0.4468 -0.0529 0.0645 0.3845 -0.0475 0.0422 0.0861 -0.2297 0.0769 -0.359
211902_ T cell receptor x_at alpha locus L34703 0.361 0.0465 0.0528 0.5491 0.0412 -0.0366 0.1489 -0.3972 0.1119 -0.5223
211948_ BAT2 domain x_at containing 1 BG261071 0.3975 -0.0666 -0.0475 0.1888 -0.0628 0.0559 0.0314 -0.0839 0.0386 -0.1801 nucleolar and coiled-body
211951_ phosphoprotein at 1 D21262 0.3115 0.0563 0.0233 0.4955 0.0503 -0.0447 0.1372 -0.3658 0.1011 -0.4718
211955_ RAN binding NM_0022 at protein 5 71 0.3525 -0.0141 0.0796 0.4045 -0.0128 0.0114 0.0971 -0.2591 0.0822 -0.3837
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score zinc finger
OO protein 36,
211965_ C3H type-like -7.00E- at 1 BE620915 -0.4667 0.1194 0.1684 0.0034 0.1108 -0.0985 0.0304 -0.0812 04 0.0032 pro-oncosis receptor inducing
211967_ membrane at injury gene BG538627 -0.1822 0.3662 -0.1653 0.6284 0.3376 -0.3001 0.2492 -0.6646 0.1212 -0.5654 leucine-rich
211971_ PPR-motif s at containing AI653608 0.3324 0.0029 0.0651 0.4153 0.0026 -0.0023 0.1044 -0.2784 0.0841 -0.3925
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
G protein- g 211979 coupled at receptor 107 AB046844 -0.2865 -0.0106 -0.0339 0.358 -0.0098 0.0087 -0.1003 0.2674 -0.0737 0.344 major histocompatibil ity complex,
211991_ class II, DP s_at alpha 1 M27487 0.2284 0.0501 0.0636 0.4319 0.0462 -0.0411 0.1185 -0.316 0.0893 -0.4168 mitogen- activated
212046_ protein kinase x at 3 X60188 -0.5473 0.0094 0.1879 0.3615 0.0084 -0.0074 -0.0914 0.2438 -0.0711 0.3318
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
G protein-
212070_ coupled at receptor 56 AL554008 0.3793 -0.055 0.2588 0.4959 -0.0496 0.0441 0.1079 -0.2876 0.1007 -0.4699 glutamate receptor, ionotropic, N- methyl D- asparate- associated protein 1
212090_ (glutamate at binding) AL571424 -0.4162 0.013 0.0585 0.3405 0.0118 -0.0104 -0.0847 0.2258 -0.0682 0.3183
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
DEAH (Asp- Glu-Ala-His)
212105_ box -4.00E- 3.00E- s_at polypeptide 9 BF313832 0.3024 04 -0.1311 0.1863 04 0.0491 -0.1308 0.0384 -0.1791
212185_ metallothionein NM_0059 x_at 2A 53 -0.2395 0.328 -0.2081 0.4259 0.3121 -0.2775 0.2044 -0.545 0.0832 -0.3883 prostaglandin
212187_ D2 synthase NM_0009 x_at 2IkDa (brain) 54 0.5719 -0.1394 0.2129 0.4263 -0.1239 0.1101 0.074 -0.1974 0.0834 -0.3891
212229_ F-box protein s_at 21 AKOO1699 0.4246 -0.0746 0.0751 0.3137 -0.0678 0.0603 0.0606 -0.1615 0.0628 -0.2929
212268 serine (or NM 0306 -0.4771 0.1021 -0.1253 0.343 0.0903 -0.0803 -0.0597 0.1593 -0.0669 0.3124
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at cysteine) 66 proteinase inhibitor, clade B (ovalbumin), member 1
212285_ AW00805 s at agrin 1 -0.2432 0.3592 -0.2643 0.4511 0.3414 -0.3035 0.2101 -0.5604 0.0868 -0.4052 amine oxidase
(flavin
212348_ containing) s_at domain 2 ABOl 1173 0.3623 0.0052 0.006 0.3954 0.0047 -0.0042 0.1008 -0.2687 0.0802 -0.3743
212380 KIAA0082 D43949 -0.1502 0.3178 -0.1159 0.296 -0.2631 0.2208 -0.5888 0.1151 -0.5371
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ED Gene Title ID score score score score score 3 score score score score score at 0.5801
K OO. 212386 — Transcription - at factor 4 BF592782 0.2614 0.0848 -0 .0157 0.4821 0.0776 -0.069 0.1413 -0.3768 0.0994 -0.464 chromosome 9
212400_ open reading - at frame 132 AL043266 0.4442 -0.0183 0. 0405 0.4507 -0.0161 0.0143 0.1098 -0.2928 0.0897 -0.4188
IMP4, U3 small nucleolar ribonucleoprot
212411_ ein, homolog - at (yeast) BE747342 0.3414 0.0066 0. 0516 0.4213 0.0059 -0.0052 0.1071 -0.2857 0.0854 -0.3984
212462 ___ AUl 44267 0.4372 -0.0793 0. 0518 -0.0719 0.0639 0.0532 -0.1419 0.0581 -0.2712
Table 6: Group of 1645 genes that are differentially expressed in healthy donors,. SLE patients (hipus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 0.2919
^ FYN oncogene
212486_ related to SRC, s_at FGR5 YES N20923 0.3229 0.0401 0.1532 0.5895 0.0352 -0.0313 0.1554 -0.4143 0.1204 -0.5618 lipocalin 2
212531_ (oncogene NM_0055 at 24p3) 64 -0.3693 -0.0029 -0.5063 0.8783 -0.0025 0.0022 -0.217 0.5786 -0.1792 0.8363
212538_ dedicator of at cytokinesis 9 AL576253 0.3406 0.0498 0.0966 -0.579 0.0449 -0.0399 0.1576 -0.4203 0.1195 -0.5578
212589 Sterol carrier - at protein 2 AI753792 0.5439 -0.0731 0.0245 0.3927 -0.0659 0.0586 0.0784 -0.209 0.0783 -0.3653
212592 ~ Immunoglobuli AV733266 0.175 0.1839 -0.2774 - 0.1745 -0.1551 0.1574 -0.4198 0.0832 -0.3883
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at n J 0.4046
OO polypeptide,
VO linker protein for immunoglobuli n alpha and mu polypeptides autism
212599_ susceptibility at candidate 2 AK025298 0.4028 -0.0446 0.0759 0.3718 -0.0403 0.0359 0.0833 -0.2221 0.0748 -0.3491
212621_ KIAA0286 at protein AB006624 0.3428 0.0108 0.0581 0.4402 0.0097 -0.0087 0.1112 -0.2966 0.0896 -0.4181
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
212634_ AW29809
£ at KIAA0776 2 0.372 -0.0151 -0.1338 0.2167 -0.0139 0.0123 0.0553 -0.1474 0.0436 -0.2037
O
WW domain containing E3 212638 _ ubiquitin s_at protein ligase l BF131791 0.3503 -0.0335 0.1083 0.3783 -0.0303 0.0269 0.0882 -0.2352 0.0765 -0.3572
EH domain
212653_ binding protein s at 1 AB020710 0.3172 -0.0756 0.1787 0.2994 -0.0702 0.0624 0.0555 -0.148 0.061 -0.2845 interleukin 1 212657_ receptor s_at antagonist U65590 -0.7733 0.4197 -0.1218 0.2001 0.3808 -0.3385 0.1594 -0.4251 0.0349 -0.1628
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score major histocompatibil
^o ity complex, class II, DQ alpha 1 /// major histocompatibil ity complex,
212671_ class II, DQ s_at alpha 2 BG397856 0.4022 -0.1261 0.3007 0.3703 -0.1159 0.1031 0.0611 -0.163 0.0744 -0.3473
212692_ LPS- s_at responsive W60686 0.4454 -0.0433 0.0339 0.3789 -0.0385 0.0342 0.0857 -0.2286 0.0752 -0.3511
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients., and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score vesicle trafficking,
K> beach and anchor containing
212709. nucleoporin at 16OkDa D83781 0.2283 0.0629 0.1095 0.5099 0.0576 -0.0512 0.1397 -0.3726 0.1057 -0.4935 protein phosphatase 1, regulatory
212750_ (inhibitor) at subunit 16B AB020630 0.2935 0.0692 0.1974 0.6791 0.0618 -0.0549 0.1879 -0.501 0.141 -0.6578
<
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
212768 s_at olfactomedin 4 AL390736 -0 .6532 0.0268 -0.4167 1. 0074 0.0224 -0.0199 -0.2503 0.6673 -0.2037 0.9508 κ> dishevelled associated activator of
212793_ morphogenesis at 2 BF513244 -0 .1411 -0.105 -0.1366 0 .558 -0.098 0.0871 -0.1612 0.4299 -0.1172 0.5468 solute carrier family 25
(mitochondrial
212826_ carrier; adenine - s at nucleotide AI961224 0.3965 -0.0935 0.2019 0.3564 -0.0839 0.0746 0.0656 -0.1748 0.0708 -0.3302
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score translocator),
VO member 6 immunoglobuli n heavy constant mu /// immunoglobuli
212827_ n heavy at constant mu X17115 0.3279 -0.022 -0.0406 0.2424 -0.0207 0.0184 0.0544 -0.1452 0.0499 -0.2329
212846_ at KIAA0179 AA811192 0.3361 -0.011 0.1276 0.4421 -0.0098 0.0087 0.1077 -0.2871 0.0897 -0.4186
212885_ M-phase at phosphoprotein AL545921 0.3813 0.0539 0.0607 0.5976 0.0484 -0.043 0.1662 -0.4433 0.123 -0.5741
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
10 (U3 small nucleolar
Ul ribonucleoprot ein)
212966_ hypermethylate at d in cancer 2 AL043112 0.2731 0.0248 0.1132 0.4582 0.0226 -0.0201 0.1199 -0.3197 0.0944 -0.4406 major histocompatibil ity complex, class II, DQ
212998_ beta 1 /// major x_at histocompatibil AI583173 0.3951 0.0923 0.0267 0.6816 0.082 -0.0729 0.1899 -0.5064 0.1405 -0.6556
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score ity complex,
VO class II, DQ beta l Bobby sox
213015_ homolog at (Drosophila) BF448315 0.3343 -0.0277 -0.0855 0.1906 -0.0258 0.0229 0.0436 -0.1162 0.0387 -0.1807 GTPase activating
213049. Rap/RanGAP at domain-like 1 BG436400 0.3521 -0.002 0.0586 0.4163 -0.0018 0.0016 0.1033 -0.2754 0.0853 -0.398
213057_ ATP synthase AWl 1860 at mitochondrial 8 0.2785 0.0263 -0.0531 0.3077 0.0246 -0.0219 0.0865 -0.2306 0.0635 -0.2962
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Fl complex assembly
-4 factor 2
T-cell lymphoma
213135_ invasion and at metastasis 1 U90902 0.2381 -0.0178 0.2808 0.4698 -0.0159 0.0142 0.1119 -0.2983 0.0955 -0.4458
Splicing factor,
213152_ arginine/serine- s_at rich, 46kD AI343248 0.2997 0.0113 0.1126 0.4495 0.0103 -0.0091 0.1139 -0.3037 0.092 -0.4294
213193_ T cell receptor x at beta constant 1 AL559122 0.3977 0.0015 0.1456 0.5565 0.0013 -0.0011 0.1381 -0.3684 0.1125 -0.5252
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
III T cell ^ receptor beta constant 1
213293_ tripartite motif- s_at containing 22 AA083478 -0.5638 0.3394 -0.2035 0.1246 0.3146 -0.2796 0.1183 -0.3156 0.0227 -0.1061
Hypothetical 213294_ protein at FLJ38348 AV755522 -0.7545 0.496 -0.1584 0.3876 0.4553 -0.4047 0.2245 -0.5987 0.0663 -0.3093
213459_ ribosomal - at protein L37a AU155515 0.3116 0.0434 -0.0604 0.3806 0.0396 -0.0352 0.1058 -0.2821 0.0776 -0.362
213515_ hemoglobin, - x_at gamma K ill AI133353 0.6798 -0.1745 -0.1082 0.1354 -0.1567 0.1393 -0.0105 0.028 0.0258 -0.1205
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hemoglobin, gamma A ///
VO hemoglobin, gamma G /// hemoglobin, gamma G
Poly(rC)
213517_ binding protein AWl 0342 at 2 2 0.426 -0.1831 -0.1342 0.1757 -0.1701 0.1512 -0.0938 0.2503 -0.0346 0.1615 putative
213524_ lymphocyte NM_0157 s at G0/G1 switch 14 -0.3428 0.1686 0.2312 0.3167 0.1586 -0.141 0.1396 -0.3723 0.0642 -0.2996
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gene
O PAS domain O containing
213534_ serine/threonin s_at e kinase D50925 0.4917 -0.0531 0.0312 0.3984 -0.0476 0.0423 0.0869 -0.2318 0.0794 -0.3708
CD3D antigen, delta polypeptide
213539_ (TiT3 NM_0007 at complex) 32 0.3665 0.031 0.089 0.5483 0.0275 -0.0245 0.146 -0.3892 0.112 -0.5225
213541_ v-ets s_at erythroblastosi AI351043 -0.1245 -0.0646 -0.2241 0.5172 -0.0593 0.0527 -0.1575 0.4199 -0.1075 0.5017
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupws score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s virus E26 oncogene like
O (avian) lactate
213564_ dehydrogenase x at B BE042354 0.4068 -0.0442 0.1594 0.4575 -0.0391 0.0348 0.1028 -0.274 0.0916 -0.4274 serine (or cysteine) proteinase inhibitor, clade
213572_ B (ovalbumin), s at member 1 AI554300 -0.4229 0.0728 -0.0511 0.2935 0.0653 -0.058 -0.0552 0.1473 -0.058 0.2705
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
213575_ Transformer-2
O a att alpha A AAA8833111177(0 0.5241 -0.125 -0.1182 0.0964 -0.1162 0.1033 -0.0076 0.0203 0.0192 -0.0896 hypothetical protein
LOC146712 ///
UDP-
GlcNAc:betaG al beta-l,3-N- acetylglucosam
213589_ inyltransferase- AW46820 s_at like 1 1 -0.2662 -0.0052 0.1678 0.1284 -0.005 0.0044 -0.0338 0.0902 -0.0265 0.1238
213593 Transformer-2 AW97889 0.3991 -0.103 -0.0119 -0.0968 0.0861 0.0065 -0.0173 0.0259 -0.1206
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients,, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at alpha 0.1277
O intercellular
213620_ adhesion s_at molecule 2 AA126728 0.3675 -0.0533 0.1359 0.3699 -0.0484 0.043 0.0792 -0.2112 0.0746 -0.3482
213622_ collagen, type at LX, alpha 2 AI733465 -0.2073 -0.0398 -0.1181 0.4348 -0.0365 0.0324 -0.1176 0.3135 -0.0897 0.4188 splicing factor,
213649. arginine/serine- at rich 7, 35kDa AA524053 0.5932 -0.1256 0.0386 0.3176 -0.1106 0.0983 0.0501 -0.1336 0.0611 -0.285
213653_ methyltransfera AW06929 at se like 3 0 0.287 0.0252 0.0694 0.4317 0.023 -0.0204 0.1113 -0.2969 0.0885 -0.4132
213670 Williams- AI768378 0.3782 -0.0127 -0.0097 -0.349 -0.0116 0.0103 0.0848 -0.2262 0.0708 -0.3304
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set DD Gene Title ID score score score score score 3 score score score score score x_at Beuren
Syndrome critical region protein 20 copy
B immunoglobuli 213674_ n heavy x_at constant delta AI858004 0.2727 0.0272 -0.0502 0.3071 0.0259 -0.023 0.0813 -0.2168 0.064 -0.2986 hypothetical protein
213701_ DKFZp434N2 AW29924 at 030 5 0.3891 -0.0318 0.0257 0.3433 -0.0295 0.0262 0.0771 -0.2057 0.0702 -0.3277
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score splicing factor,
« 213742 arginine/serine- AW24175
Ul at rich 11 2 0.3634 -0.1284 0.0617 0.0938 -0.1208 0.1073 -0.0093 0.0248 0.0189 -0.0881 golgi associated, gamma adaptin ear containing,
213772_ ARF binding s_at protein 2 BF196572 0.4284 -0.0772 -0.1595 0.0848 -0.0715 0.0636 0.002 -0.0053 0.017 -0.0792
213792_ s_at insulin receptor AA485908 -0.1739 -0.1183 -0.0326 0.5271 -0.1084 0.0964 -0.168 0.4479 -0.1093 0.5101
213797 radical s- AI337069 -0.9422 0.8498 -0.3474 - 0.8028 -0.7136 0.4733 -1.2621 0.1542 -0.7196
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients., and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at adenosyl 0.9545 meunonme domain containing 2
213813_ x_at — AI345238 -0.193 -0.0139 -0.1862 0.4165 -0.0128 0.0114 -0.1155 0.3079 -0.0861 0.402
CDNA
FLJ13601 fis, clone
213817_ PLACE101006 at 9 AL049435 -0.35 -0.0977 0.0035 0.6201 -0.0868 0.0771 -0.182 0.4854 -0.1272 0.5937
213830_ T cell receptor AW00775 0.6151 -0.0349 0.1672 -0.03 0.0267 0.1669 -0.4451 0.1409 -0.6577
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (hipϊts score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at delta locus /// 1 0.7057
T-cell receptor- delta mRNA, 3' end. v-myb myeloblastosis viral oncogene
213906_ homolog AW59226 at (avian)-like 1 6 0.4493 -0.0308 0.2611 0.6352 -0.027 0.024 0.1492 -0.3977 0.1284 -0.5993 hypothetical
213908. protein at LOC339005 AI824078 0.5178 -0.0737 0.0622 0.4004 -0.0662 0.0589 0.0811 -0.2162 0.0798 -0.3725
Table 6: Gi'oup of 1645 genes fliat are differentially expressed in healthy donors5 SLE patients, (lupus øcore), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
213947 nucleoporin
O s at 21OkDa AI867102 0.5073 -0.1056 0.1482 0.3871 -0.0954 0.0848 0.0684 -0.1824 0.077 -0.3593 centrosome-
213956_ associated AW29929 at protein 350 4 0.3344 -0.162 -0.1128 0.1937 -0.1522 0.1353 -0.0941 0.251 -0.0389 0.1814
213958_ CD6 antigen /// AWl 3482 at CD6 antigen 3 0.3479 -0.0266 0.078 -0.365 -0.0243 0.0216 0.0842 -0.2246 0.0742 -0.3461 chromosome 19 open
213986_ reading frame s_at 6 AI805266 0.3917 -0.0925 -0.0358 -0.125 -0.087 0.0773 0.0084 -0.0223 0.0253 -0.1182
214011 hypothetical BE314601 0.3849 -0.0328 -0.026 -0.0307 0.0273 0.0655 -0.1747 0.0587 -0.2741
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at protein 0.2867
O HSPCl I l
214020_ x at Integrin, beta 5 BE138575 0.4079 -0.1145 -0.1407 0.0179 -0.1085 0.0964 -0.0354 0.0943 -0.0036 0.0169 zeta-chain
(TCR) associated
214032_ protein kinase at 7OkDa AI817942 0.5249 -0.0228 0.0997 0.5797 -0.0196 0.0174 0.1407 -0.3753 0.1151 -0.5373
214049. CD7 antigen x_at (p41) AI829961 0.353 -0.0015 0.1286 0.4858 -0.0014 0.0012 0.1227 -0.3271 0.0997 -0.4652
214059 Interferon- BE049439 -0.7265 0.6386 -0.3896 0.6137 -0.5455 0.308 -0.8213 0.0993 -0.4633
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (luptts score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at induced protein 0.5742
44
O serine hydroxymethyl
214096_ transferase 2 AWl 9031 s_at (mitochondrial) 6 0.3572 -0.0156 0.1382 -0.462 -0.014 0.0124 0.1097 -0.2927 0.0939 -0.4381
PDZ and LIM
214121_ domain 7 x_at (enigma) AA086229 -0.3649 0.1029 0.0209 0.0839 0.0971 -0.0863 0.0047 -0.0125 -0.017 0.0794 pro-platelet
214146_ basic protein s at (chemokine R64130 0.5592 -0.1555 -0.2496 0.075 -0.1418 0.126 -0.0593 0.158 -0.0146 0.0679
Table 6; Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(C-X-C motif)
W ligand 7) chromosome
19 open
214173_ reading frame AW51490 x at 2 0 0.3497 0.0475 0.0373 0.5254 0.0426 -0.0379 0.144 -0.384 0.1075 -0.5017 complement component 1, q
214214_ subcomponent s_at binding protein AU151801 0.2971 0.0676 0.0157 0.5034 0.0607 -0.0539 0.1423 -0.3796 0.1031 -0.4811
214218_ s at AV699347 -0.4726 0.4109 -0.0243 0.5823 0.3901 -0.3468 0.3034 -0.809 0.1131 -0.528
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score mitogen- activated protein kinase
214219_ kinase kinase x_at kinase 1 B BEE66446666118Σ 0.2837 0.0364 0.1315 0.5178 0.0337 -0.03 0.1387 -0.3698 0.108 -0.5039 nuclear mitotic
214251_ apparatus s_at protein 1 AI337584 0.4164 -0.0571 0.1372 0.4116 -0.0532 0.0473 0.0949 -0.2531 0.0846 -0.3948 heterogeneous nuclear
214280_ ribonucleoprot x at eui Al X79536 0.4609 -0.079 0.0747 0.3391 -0.0703 0.0625 0.0653 -0.174 0.0668 -0.3116
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score homogentisate
U- dioxygenase
214308_ (homogentisate -8.00E- 6.00E- s_at oxidase) A AII447788117722 0.3692 04 -0.2296 0.1598 04 0.0404 -0.1078 0.032 -0.1494
Tumor necrosis factor (ligand) superfamily, member 10 ///
Tumor necrosis
214329_ factor (ligand) AW47443 x_at superfamily, 4 -0.6403 0.3286 0.0221 0.2334 0.3023 -0.2687 0.151 -0.4025 0.0434 -0.2024
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), HA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 10 w 214351_ ribosomal x_at protein L13 AA789278 0.5223 -0.1122 0.1194 0.3575 -0.1 0.0889 0.062 -0.1653 0.0701 -0.327 heat shock
214359_ 9OkDa protein s_at l. beta AI218219 0.4208 0.0072 -0.0026 0.4531 0.0064 -0.0057 0.1179 -0.3145 0.0912 -0.4257 hemoglobin, alpha 2 ///
214414_ hemoglobin, - x_at alpha 2 T50399 0.5818 -0.15 -0.1693 0.0402 -0.1367 0.1215 -0.0278 0.074 0.0078 -0.0364
214437_ serine NM_0054 - s_at hydroxymethyl 12 0.4245 -0.0238 0.0652 0.4395 -0.0218 0.0193 0.1035 -0.2759 0.0896 -0.4183
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG- Set ID Gene Title ID score score score score score 3 score score score score score transferase 2
(mitochondrial)
'Jl
214439_ bridging x at integrator 1 AF043899 0.3832 -0.0392 0.092 0.3815 -0.035 0.0311 0.0865 -0.2306 0.0763 -0.3563 v-ets erythroblastosi s virus E26 oncogene
214447_ homolog 1 NM_0052 at (avian) 38 0.2088 0.0913 -0.0176 0.4431 0.0845 -0.0751 0.1512 -0.4033 0.0917 -0.4278
214450_ cathepsin W NM 0013 at (lymphopain) 35 0.4811 -0.05 0.1745 0.5337 -0.0441 0.0392 0.1191 -0.3175 0.1071 -0.4996
Table 6: Group of 1645 genes that are differentially expressed in healthy donors', SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
/// cathepsin W w (lymphopain) interferon-
214453_ induced protein NM_0064 s_at 44 17 -0.7088 0.6951 -0.3435 0.7876 0.662 -0.5885 0.379 -1.0107 0.1347 -0.6288
214469_ NM_0210 at histone 1, H2ae 52 0.6045 -0.109 -0.3066 -0.041 -0.0993 0.0882 -0.0176 0.0469 0.008 -0.0374 killer cell lectin-like receptor
214470_ subfamily B, NM_0022 - at member 1 /// 58 0.6369 -0.1002 0.1685 0.5555 -0.0868 0.0771 0.1115 -0.2974 0.1086 -0.5067
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score killer cell
U( lectin-like receptor subfamily B, member 1 zinc finger
214482_ protein 46 NM_0069 at (KUP) 77 0.4043 0.0064 0.0126 0.4484 0.0056 -0.005 0.1151 -0.3069 0.0898 -0.4191
214505_ four and a half s_at LIM domains 1 AF220153 0.5309 -0.1229 -0.0117 0.2115 -0.1144 0.1017 0.0222 -0.0591 0.0424 -0.1979
214511_ x at L03419 -0.5691 0.2343 -0.0189 0.0163 0.2173 -0.1931 0.0639 -0.1705 0.0032 -0.0147
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
214522 NM 0210
£ x at histone 1, Mid 65 -0.3663 0.2255 -0.0868 0.1379 0.218 -0.1938 0.098 -0.2613 0.0279 -0.1303 214551_ CD7 antigen NM_0061 s_at (p41) 37 0.3007 0.009 0.1893 -0.518 0.0081 -0.0072 0.1314 -0.3505 0.1065 -0.4969 chemokine (C motif) ligand 1
/// chemokine
214567_ (C motif) NMJ)(Bl s_at ligand 2 75 0.4796 -0.1479 0.2436 0.3374 -0.138 0.1227 0.0462 -0.1231 0.0681 -0.3179 azurocidin 1
214575_ (cationic NMJ)Ol 7 s at antimicrobial 00 -0.3801 -0.0523 -0.2428 0.7676 -0.0461 0.041 -0.2025 0.5401 -0.1591 0.7423
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein 37) ubiquitin-
VO conjugating enzyme E2D 1
(UBC4/5
214590_ homolog, s_at yeast) A ALL5544557766(0 -0.4768 0.173 0.0597 0.0243 0.1605 -0.1427 0.0518 -0.1381 0.0048 -0.0222 perforin 1
(pore forming protein) ///
214617_ perform 1 at (pore forming AI445650 0.5001 -0.066 0.2016 0.5368 -0.058 0.0516 0.1178 -0.314 0.1071 -0.4997
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein) w K) 214637 -
© at oncostatin M BG437034 -0.4588 0.0464 0.1218 0.2349 0.0437 -0.0388 -0.0498 0.1327 -0.0481 0.2243 tumor protein 214667_ p53 inducible s_at protein 11 AK026607 -0.6272 0.1399 0.08 0.2004 0.1277 -0.1135 -0.0161 0.0428 -0.0393 0.1833
Immunoglobuli 214669_ n kappa x_at constant BG485135 0.1946 0.1592 -0.191 0.4422 0.1491 -0.1325 0.1528 -0.4074 0.091 -0.4246
MADS box
214684_ transcription at enhancer factor X63381 -0.4733 0.0997 -0.0179 0.2424 0.0897 -0.0797 -0.036 0.0961 -0.0475 0.2218
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ED Gene Title ID score score score score score 3 score score score score score
2, polypeptide
U( A (myocyte enhancer factor
2A)
Anti-fflV-1 gpl20 V3 loop antibody
DO142-10
214777_ light chain at variable region BG482805 0.3292 0.1713 -0.3121 0.4977 0.1588 -0.1412 0.1697 -0.4525 0.1015 -0.4735
214836_ HRV Fab N8- x at VL BG536224 0.1701 0.1164 -0.0639 0.4253 0.1089 -0.0968 0.1375 -0.3666 0.0881 -0.4113
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score upstream binding
K) transcription 214881_ factor, RNA s_at polymerase I X56687 0.2561 0.0279 0.0331 -0.372 0.0261 -0.0232 0.1023 -0.2729 0.0771 -0.36 transformation/ transcription domain-
214908_ associated s_at protein AC004893 0.4451 -0.1114 0.0516 0.2143 -0.1031 0.0917 0.0258 -0.0688 0.0429 -0.2002
214916_ immunoglobuli x_at n heavy locus BG340548 0.3071 0.0675 -0.2903 0.2189 0.0627 -0.0557 0.0731 -0.195 0.0442 -0.2064
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA ρatients} and WG patients,
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
III
K) immunoglobuli n heavy constant alpha 1 11/ immunoglobuli n heavy constant alpha 2 (A2m marker) /// immunoglobuli n heavy
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score constant gamma 1 (GIm
4- marker) /// immunoglobuli n heavy constant gamma 2 (G2m marker) /// immunoglobuli n heavy constant gamma 3 (G3m
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score marker) /// immunoglobuli
1» rji n heavy constant mu /// hypothetical protein
MGC27165 /// similar to Ig heavy chain V- III region VH26 precursor
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
214945_ AW51426 w at — 7 0.4207 -0.1625 0.1929 0.1887 -0.1518 0.1349 0.0066 -0.0175 0.0376 -0.1756
214962_ nucleoporin s_at 16OkDa AK026236 0.2206 0.0877 -0.0452 0.4192 0.0815 -0.0725 0.1358 -0.362 0.0867 -0.4047 chemokine (C- 214974_ X-C motif) x_at Iigand 5 AK026546 0.4792 -0.0141 -0.1403 0.3243 -0.0128 0.0114 0.0831 -0.2215 0.065 -0.3034
PI-3-kinase- related kinase
SMG-1-like ///
215002_ pps22-l at protein /// BE000837 0.3984 -0.1648 -0.2146 0.2331 -0.1559 0.1386 -0.107 0.2852 -0.0472 0.2202
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score similar to PI-3- kinase-related
-4 kinase SMG-I isoform 1; lambda/iota protein kinase C-interacting protein; phosphatidylin ositol 3-kinase- related protein kinase ///
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score similar to
MGC9515 protein /// similar to
MGC9515 protein sodium channel,
215026_ nonvoltage- x_at gated 1 alpha U81961 -0.486 -0.0104 0.1347 0.4021 -0.0094 0.0083 -0.1099 0.2931 -0.0804 0.3753 215049_ x at CD 163 antigen Z22969 -0.36 -0.0258 -0.1009 0.5393 -0.0231 0.0206 -0.1395 0.3721 -0.1105 0.5155
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
215111 TSC22 domain s at family 1 AK027071 0.4907 -0.0159 -0.1763 0.2966 -0.0141 0.0125 0.0735 -0.1961 0.0579 -0.2701 immunoglobuli n lambda locus /// immunoglobuli n lambda constant 1 (Meg marker) ///
215121, immunoglobuli x at n lambda AA680302 0.1744 0.1353 -0.211 0.3385 0.1284 -0.1142 0.1211 -0.323 0.0699 -0.3261
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score constant 2
(Kern-Oz-
O marker) /// immunoglobuli n lambda variable 2-14
215176_ HRV Fab 027- AW40489 x_at VL 4 0.1914 0.1636 -0.228 0.4153 0.1535 -0.1365 0.1468 -0.3915 0.0852 -0.3974
215177_ integrin, alpha s_at 6 AV733308 0.4323 -0.0849 0.0156 -0.237 -0.0785 0.0697 0.0381 -0.1015 0.0477 -0.2225
215182_ MRNA; cDNA x at DKFZp586E12 AL050122 0.3436 -0.0946 -0.2777 0.1634 -0.088 0.0782 -0.0718 0.1914 -0.0328 0.1532
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
1 (from clone DKFZp586E12
1) major histocompatibil ity complex,
215193_ class II, DR x_at beta l AJ297586 0.4062 0.0429 -0.0131 0.5229 0.0377 -0.0335 0.1411 -0.3762 0.1055 -0.4926
215221_ Forkhead box at Pl AK025064 0.4725 -0.2422 -0.1245 0.2758 -0.2237 0.1989 -0.1377 0.3671 -0.0534 0.2492
215236_ phosphatidylin s at ositol binding AV721177 -0.343 0.1441 0.0556 0.0822 0.1364 -0.1212 0.0587 -0.1566 0.0166 -0.0774
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score clathrin assembly protein growth factor
215248_ receptor-bound at protein 10 AU145002 -0.1507 -0.1701 0.7783 -0.1359 0.1208 -0.2382 0.6351 -0.1635 0.7629
Clone 24629
215262_ mRNA at sequence AF052160 0.3788 -0.0362 0.1298 0.4212 -0.0336 0.0298 0.0958 -0.2555 0.0866 -0.4041
TRAF3-
215275_ interacting Jun AW96313 at N-terminal 8 0.402 0.003 -0.0462 0.3805 0.0027 -0.0024 0.1014 -0.2703 0.0763 -0.3559
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score kinase (JNK)- activating modulator CD8 antigen, beta
215332_ polypeptide 1 AW29630 s at (p37) 9 0.2716 0.0345 -0.0066 0.3672 0.0321 -0.0285 0.1064 -0.2837 0.0758 -0.3537 natural killer- tumor
215338_ recognition s_at sequence AI688640 0.5279 -0.155 -0.0256 0.1095 -0.1448 0.1287 -0.0117 0.0312 0.0218 -0.1017
215342 RAB GTPase AB019490 0.3456 -0.0521 0.0225 - -0.0486 0.0432 0.0499 -0.133 0.0491 -0.2291
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at activating 0.2411 protein 1-like PoIy(A)
215374_ polymerase at alpha AK024849 0.4385 -0.1843 -0.0586 0.0932 -0.1749 0.1555 -0.0709 0.1889 -0.0187 0.0873 immunoglobuli n lambda locus III immunoglobuli n lambda
215379_ constant 1 x at (Meg marker) AV698647 0.0984 0.1367 -0.2739 0.2029 0.1307 -0.1162 0.0847 -0.2258 0.0417 -0.1944
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
III immunoglobuli
'Jl n lambda constant 2 (Kern-Oz- marker) /// immunoglobuli n lambda variable 2-14 /// immunoglobuli n lambda
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score joining3 w 215561_ interleukin 1 s_at receptor, type I AK026803 -0.3489 0.0488 -0.1182 0.3453 0.0458 -0.0407 -0.0795 0.212 -0.0711 0.3319
215706_ x_at zyxin BC002323 -0.4609 0.0503 0.0461 0.2996 0.0448 -0.0398 -0.0644 0.1716 -0.059 0.2753
N-
215743_ myristoyltransf at erase 2 AL134489 0.4348 -0.0642 0.0452 0.3234 -0.0586 0.0521 0.0644 -0.1717 0.065 -0.3034 alkaline phosphatase,
215783_ liver/bone/kidn s at ey X14174 -0.3599 0.0116 0.0311 0.3124 0.0108 -0.0096 -0.0773 0.2061 -0.064 0.2987
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
T cell receptor gamma
-4 constant 2 /// T cell receptor gamma variable 9 /// similar to T- cell receptor gamma chain C region PT-
215806_ gamma-1/2 /// 9.00E- x at TCR gamma M13231 0.4028 -0.0522 04 0.2793 -0.048 0.0427 0.0584 -0.1557 0.0564 -0.2631
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score alternate w reading frame
90 protein prostaglandin 215894_ D2 receptor at (DP) AI460323 0.408 -0.1353 0.0869 0.1461 -0.1263 0.1123 0.0028 -0.0074 0.0292 -0.1364
215925_ s_at CD72 antigen AF283777 0.3805 0.0443 -0.1621 0.3565 0.0414 -0.0368 0.101 -0.2693 0.0733 -0.3422
215967_ lymphocyte s — at antigen 9 AL582804 0.4677 -0.0187 0.1255 -0.556 -0.0168 0.0149 0.1339 -0.3571 0.1134 -0.529
215984_ ADP- s_at ribosylation AL121845 0.3515 -0.0155 -0.0782 -0.248 -0.0145 0.0129 0.0613 -0.1634 0.0509 -0.2373
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score factor related w protein 1
B-cell
CLL/lymphom 215990_ a 6 (zinc finger s_at protein 51) S67779 -0.3298 0.0516 -0.0784 0.2801 0.0477 -0.0424 -0.0577 0.1539 -0.0569 0.2656
FYN oncogene 216033_ related to SRC5 s_at FGR5 YES S74774 0.4252 -0.0215 0.1029 0.4827 -0.0187 0.0166 0.1164 -0.3105 0.0961 -0.4484
CDNA:
216050_ FLJ20931 fis, at clone AK024584 0.4484 -0.1549 0.1474 0.1939 -0.1459 0.1297 0.0103 -0.0275 0.0391 -0.1823
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
ADSEO 1282 reversion-
O inducing- cysteine-rich
216153 protein with x at kazal motifs AK022897 0.4316 -0.1473 -0.199 0.1369 -0.1346 0.1196 -0.0775 0.2066 -0.0267 0.1246 similar to 60S ribosomal protein L29 (Cell surface
216177_ heparin AW58226 at binding protein 7 0.411 -0.0404 0.0088 0.3271 -0.0368 0.0327 0.0701 -0.1869 0.0659 -0.3077
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set H) Gene Title ID score score score score score 3 score score score score score
HIP)
4- T cell receptor alpha locus /// 216191_ T cell receptor s_at delta locus X72501 0.6445 -0.0307 0.1015 0.6843 -0.0263 0.0234 0.1617 -0.4312 0.136 -0.6344 mitogen- activated
216199_ protein kinase s_at kinase kinase 4 AL109942 0.3309 -0.0614 0.155 0.3286 -0.057 0.0507 0.0645 -0.172 0.0671 -0.3131 serine
216202_ palmitoyltransf s_at erase, long U15555 -0.4673 0.1426 -0.124 0.2238 0.1308 -0.1162 -0.0205 0.0547 -0.0442 0.2061
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (hipus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chain base
4- subunit 2
216233_ at CD 163 antigen Z22970 -0.3038 -0.0041 0.0025 0.3235 -0.0039 0.0034 -0.0841 0.2243 -0.0668 0.3119 solute carrier family 2
(facilitated glucose transporter), member 3 ///
216236_ solute carrier s at family 2 ALl 10298 -0.4709 0.1207 -0.0101 0.1761 0.1108 -0.0985 -0.0145 0.0387 -0.0348 0.1625
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(facilitated glucose transporter), member 14 glycerol kinase /// glycerol
216316_ kinase x at pseudogene 3 X78713 -0.3351 0.1955 0.0042 -0.178 0.1847 -0.1642 0.0963 -0.2568 0.0355 -0.1655 similar to dJ753D5.2
216348_ (novel protein at similar to AL049693 0.3527 0.0141 0.0333 0.4354 0.0127 -0.0113 0.1173 -0.3128 0.0886 -0.4135
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
RPS 17 (40S
<*> ribosomal protein S 17)) CD24 antigen (small cell lung carcinoma
216379_ cluster 4 x at antigen) AK000168 -0.2333 -0.102 -0.29 0.7932 -0.0888 0.0789 -0.2197 0.5859 -0.1646 0.7682 ribosomal protein Ll 8a ///
216383_ similar to at ribosomal U52111 0.1962 0.0496 0.107 0.4388 0.0457 -0.0407 0.1279 -0.3412 0.0909 -0.424
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein L 18a; w 60S ribosomal protein Ll 8a similar to
216384_ prothymosin x_at alpha AF257099 0.3756 -0.0339 -0.0256 0.2745 -0.0312 0.0278 0.0631 -0.1682 0.0556 -0.2595 tumor rejection 216449_ antigen (gp96) x at 1 AK025862 0.3231 0.1011 -0.0728 0.5344 0.0936 -0.0832 0.1651 -0.4403 0.111 -0.518
- immunoglobuli
216510_ n heavy x at constant AB035175 0.2751 0.1591 -0.1864 0.5301 0.1473 -0.1309 0.1726 -0.4604 0.1091 -0.5092
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gamma 1 (GIm
4- marker) /// immunoglobuli n heavy constant mu /// similar to Ig heavy chain V- III region VH26 precursor
216565_ similar to x at Interferon- AL121994 -0.4728 0.3158 -0.2005 0.1587 0.2962 -0.2633 0.1184 -0.3158 0.0297 -0.1385
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score induced transmembrane
-4 protein 3 (Interferon- inducible protein 1-8U)
216570_ x_at AL096829 0.5045 -0.0896 0.0279 -0.311 -0.079 0.0702 0.0565 -0.1506 0.0604 -0.2817
216576_ HRV Fab 027- x_at VL AF103529 0.1822 0.1728 -0.3017 0.3592 0.1637 -0.1455 0.1375 -0.3667 0.0736 -0.3433
216598_ chemokine (C- s at C motif) ligand S69738 -0.2637 0.3032 -0.3053 -0.241 0.2945 -0.2618 0.1342 -0.3579 0.048 -0.2242
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients.. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
2 w 216705 adenosine J HH itH nHilH iHt iif- ae s at deaminase X02189 0.2881 0.1215 # 0.6219 0.1078 -0.0958 0.1813 -0.4834 0.1278 -0.5962
RRN3 RNA polymerase I transcription
216902_ factor homolog s at (yeast) AF001549 0.4636 0.0202 0.002 0.5365 0.0179 -0.0159 0.1381 -0.3682 0.1084 -0.506
T cell receptor gamma
216920_ constant 2 /// T s at cell receptor M27331 0.4352 -0.0819 0.0102 0.2427 -0.0755 0.0671 0.0416 -0.111 0.0487 -0.2274
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score gamma variable 9 /// similar to T- cell receptor gamma chain C region PT- gamma-1/2 /// TCR gamma alternate reading frame protein
216925 T-cell acute X51990 0.559 -0.1672 -0.1206 -0.1541 0.1369 -0.0387 0.1032 0.0034 -0.016
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at lymphocytic 0.0176
Ul leukemia 1
O
PAS domain containing
216945_ serine/threonin x_at e kinase U79240 0.4655 -0.0651 0.0048 0.3137 -0.0589 0.0524 0.0629 -0.1678 0.0625 -0.2917
Fc fragment of
IgG, high affinity Ia,
216950_ receptor s_at (CD64) X14355 -0.552 0.2097 -0.0414 0.0532 0.1938 -0.1723 0.0397 -0.1059 -0.0103 0.0481
216956 inteεrin. alpha -0.0818 -0.2959 -0.013 -0.0766 0.0681 -0.0181 0.0482 0.0026 -0.0122
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at 2b (platelet
U( glycoprotein lib of Ifb/IIIa complex, antigen
CD41B) plectin 1, intermediate filament
216971_ binding protein s_at 50OkDa Z54367 0.4235 -0.1281 -0.0809 0.0198 -0.1216 0.1081 -0.0273 0.0727 0.004 -0.0187
216984_ Immunoglobuli D84143 0.1892 0.1215 -0.1689 0.1156 -0.1027 0.1193 -0.3182 0.0742 -0.3464
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at n lambda 0.3574
U(
Ά variable 3-21
K> immunoglobuli n heavy constant alpha Mil immunoglobuli n heavy constant alpha 2 (A2m
217022_ marker) /// s at hypothetical S55735 0.196 0.1463 -0.2755 0.3281 0.1405 -0.1249 0.128 -0.3414 0.0681 -0.3178
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein
Ul MGC27165
T cell receptor alpha locus ///
217143_ T cell receptor s_at delta locus X06557 0.6383 -0.0435 0.1177 0.6594 -0.0369 0.0328 0.1535 -0.4094 0.1296 -0.6046
T cell receptor
217147_ interacting s_at molecule AJ240085 0.2106 0.1361 0.1731 0.7481 0.1207 -0.1073 0.2181 -0.5815 0.1559 -0.7275 immunoglobuli
217148_ n lambda x at variable 2-14 AJ249377 0.2545 0.1246 -0.2578 0.3479 0.1169 -0.1039 0.1199 -0.3196 0.0712 -0.3324
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Nuclear <jj 217152_ receptor co-
4- at repressor 1 AK024136 0.4905 -0.1242 -0.2548 0.068 -0.1152 0.1024 -0.0505 0.1347 -0.0135 0.063
217 '165 _ metallothionein x_at IF (functional) M10943 -0.1636 0.3735 -0.1886 0.6448 0.3525 -0.3133 0.2833 -0.7555 0.128 -0.5972
217185_ zinc finger s_at protein 259 Z95118 0.3859 -0.0127 0.0492 0.4137 -0.0117 0.0104 0.1013 -0.2702 0.0846 -0.3948 signal transducer and activator of
217199_ transcription 2, s at 113kDa S81491 -0.3586 0.2715 -0.2506 -0.111 0.2612 -0.2321 0.1011 -0.2696 0.022 -0.1024
Table 6: Group of 1645 genes that are differentially expressed in healthy donors* SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
217232 hemoglobin,
U( x at beta AF059180 0.5788 -0.1621 -0.1986 0.0233 -0.1479 0.1315 -0.0469 0.125 -0.0045 0.021
'Jl
IgM rheumatoid factor RF-TT9,
217281_ variable heavy x_at chain AJ239383 0.3325 0.101 -0.1373 -0.482 0.094 -0.0836 0.1461 -0.3895 0.0997 -0.4655
217379_ at AL121934 0.3731 -0.0262 0.1313 0.4436 -0.0233 0.0207 0.1064 -0.2838 0.0894 -0.417
217414_ hemoglobin, x_at alpha 2 V00489 0.7024 -0.1728 -0.2031 0.0721 -0.1551 0.1378 -0.0255 0.068 0.0137 -0.0641
217418 membrane- X12530 0.4345 -0.0384 -0.0624 - -0.0358 0.0318 0.0623 -0.1662 0.0586 -0.2737
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score x at spanning 4- 0.2879
'Jl domains,
Os subfamily A, member 1
217466_ ribosomal x at protein S2 L48784 0.3511 -0.0159 0.1062 -0.424 -0.0145 0.0129 0.1046 -0.279 0.0866 -0.4043 interferon- induced protein with
217502_ tetratricopeptid at e repeats 2 BE888744 -0.5484 0.5553 -0.234 0.6868 0.5263 -0.4679 0.3076 -0.8203 0.1242 -0.5798
217506 Hypothetical H49382 0.4791 -0.1077 0.0102 -0.0987 0.0878 0.0277 -0.074 0.0436 -0.2034
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at gene supported 0.2195
'Jl by BC041875; -4
BX648984
MyoD family inhibitor
217599_ domain s_at containing B BEE9911006600(0 0.1762 0.0328 0.2092 0.4716 0.0303 -0.027 0.1246 -0.3324 0.098 -0.4575
Secβl alpha 1
217716_ subunit (S. NM_0133 s_at cerevisiae) 36 0.405 -0.0591 0.1059 0.3644 -0.0544 0.0484 0.076 -0.2025 0.0741 -0.3457
217729_ amino-terminal NMJ)OIl s at enhancer of 30 0.3815 -0.009 0.0956 0.4638 -0.008 0.0071 0.1147 -0.3059 0.0937 -0.4372
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score split
U(
Ά retinol
06 dehydrogenase
217775_ 11 (all-trans NMJ) 160 s_at and 9-cis) 26 0.2489 0.0516 0.1938 0.5822 0.0457 -0.0406 0.155 -0.4134 0.1197 -0.5585 butyrate-
217777 '_ induced NMJ)163 s_at transcript 1 95 0.1886 0.1027 -0.0413 0.4297 0.0954 -0.0848 0.1374 -0.3665 0.0889 -0.4149 nuclear ubiquitous
217802_ casein kinase NM_0227 s at and cvclin- 31 0.4449 -0.0938 0.0821 0.2905 -0.0848 0.0754 0.0499 -0.1329 0.0576 -0.2687
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score)., RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score dependent kinase
VO substrate glioma tumor suppressor
217807_ candidate NM_0157 s at region gene 2 10 0.4292 -0.0932 0.0948 0.2879 -0.0845 0.0751 0.0489 -0.1304 0.0572 -0.2668 ubiquitin- conjugating enzyme E2, Jl
217823_ (UBC6 s at homolog, AL562528 -0.5265 0.1401 -0.1763 0.3422 0.1225 -0.1089 -0.0511 0.1364 -0.0654 0.3054
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score yeast) ubiquitin- o conjugating enzyme E2, Jl
(UBC6
217826 homolog, NM_0160 s_at yeast) 21 -0.4232 0.1472 -0.0956 0.1383 0.1364 -0.1212 0.0022 -0.0059 -0.0274 0.1277
217838 NM 0163 s_at Enah/Vasp-like 37 0.3195 0.0421 0.1286 0.5674 0.0372 -0.033 0.1525 -0.4067 0.116 -0.5415
217848_ pyrophosphatas NM_0211 s_at e (inorganic) 29 0.3631 -0.0016 0.0156 0.3872 -0.0015 0.0013 0.0983 -0.2621 0.0785 -0.3666
217895 FLJ20758 NM 0179 0.4194 -0.0478 0.0283 -0.0431 0.0383 0.0709 -0.1891 0.0669 -0.3124
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients. !
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein 52 0.3347
217929_ KIAA0319- NM_0248
^ s_at like 74 -0.5045 0.1401 -0.0298 0.1783 0.1318 -0.1171 -0.0097 0.0259 -0.0359 0.1676 leucine
217933_ aminopeptidase NMJ) 159 s_at 3 07 -0.342 0.4342 -0.1532 0.6558 0.4079 -0.3626 0.2741 -0.731 0.1252 -0.5842 translocase of outer mitochondrial membrane 22
217960_ homolog NMJ)202 s at (yeast) 43 0.4272 -0.0432 0.0244 0.3514 -0.0395 0.0351 0.0784 -0.209 0.071 -0.3315
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score nerve growth w factor receptor
K)
(TNFRSF 16)
217963_ associated NM_0143 s_at protein 1 80 0.4953 -0.1103 -0.0376 0.1832 -0.1 0.0889 0.0185 -0.0493 0.0359 -0.1673
217979_ NM_0143 at tetraspanin 13 99 0.3938 -0.0344 -0.0506 0.2679 -0.0317 0.0282 0.0587 -0.1566 0.0541 -0.2525
218012_ NM_0221 at TSPY-like 2 17 0.3908 0.0181 0.0919 -0.542 0.0159 -0.0142 0.141 -0.3759 0.1098 -0.5122 chromatin
218085 modifying NM 0159 - at protein 5 61 -0.6325 0.424 -0.1568 0.3237 0.3922 -0.3486 0.1883 -0.5021 0.0572 -0.2667
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
218092_ HIV-I Rev NM_0045
$ s_at binding protein 04 -0.3764 0.0101 -0.0328 0.395 0.009 -0.008 -0.0961 0.2563 -0.0794 0.3707
Ui
218152_ high-mobility NM_0182 at group 20A 00 0.3142 -0.0053 0.0863 0.3948 -0.0048 0.0043 0.097 -0.2586 0.0805 -0.3758 molybdenum
218212_ cofactor NM_0045 s_at synthesis 2 31 0.2455 0.0589 0.1014 0.5092 0.0536 -0.0477 0.1407 -0.3752 0.1053 -0.4914 solute carrier
218237_ family 38, NM_0306 - s_at member 1 74 0.4908 -0.1182 0.1332 0.3221 -0.1066 0.0948 0.0504 -0.1344 0.0635 -0.2964
218244_ nucleolar NM_0179 - at protein 8 48 0.2659 0.0236 0.0578 0.3944 0.0217 -0.0193 0.1045 -0.2787 0.0811 -0.3784
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical w 218272 protein NMJ)179 at FLJ20699 31 0.3002 0.0393 0.1575 0.5678 0.0354 -0.0314 0.1638 -0.4367 0.1172 -0.5468 hepatocellular carcinoma-
218345_ associated NMJ)184 at antigen 112 87 0.1845 0.0556 0.1637 0.4972 0.0517 -0.046 0.1458 -0.3887 0.1039 -0.4848 2 '-5'- oligoadenylate
218400_ synthetase 3, NM_0061 at 10OkDa 87 -0.6704 0.6652 -0.2723 0.8163 0.6279 -0.5582 0.3755 -1.0014 0.1416 -0.6607
218429 hypothetical NM 0183 -0.2394 0.3064 -0.1104 0.2861 -0.2543 0.1933 -0.5154 0.0897 -0.4187
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at protein 81 0.4624 w FLJl 1286 hypothetical
218449_ protein NMJ) 183 at FLJ11200 59 0.2481 0.0264 0.0363 0.3628 0.0246 -0.0218 0.0944 -0.2516 0.0749 -0.3496 hypothetical
218454_ protein NM_0248 at FLJ22662 29 -0.3252 -0.1417 0.1108 0.6084 -0.1224 0.1088 -0.1906 0.5083 -0.1222 0.5703
218477 — transmembrane NM — 0140 - at protein 14A 51 0.3364 0.048 0.082 0.5559 0.0434 -0.0386 0.1515 -0.4041 0.1146 -0.5349
218543_ zinc finger NM_0227 - s_at CCCH type 50 -0.3582 0.4571 -0.2493 0.6075 0.4301 -0.3823 0.2692 -0.7179 0.1123 -0.5238
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score domain containing 1
Os
218545_ GGA binding NM_0183 at partner 18 0.2002 0.0502 0.1197 0.4566 0.0459 -0.0408 0.126 -0.3361 0.0944 -0.4404 melanoma
218573_ antigen family NM_0140 at H, l 61 0.3021 -0.0425 0.1701 0.3637 -0.0391 0.0348 0.0792 -0.2111 0.0743 -0.3466 progressive external
218590_ ophthalmoplegi NM_0218 at a l 30 0.4208 -0.0019 -0.0421 0.3908 -0.0017 0.0015 0.0968 -0.258 0.0785 -0.3663
218660 dysferlin, limb NM 0034 -0.4292 -0.0206 0.1606 0.3454 -0.0185 0.0165 -0.0938 0.2501 -0.0689 0.3217
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at girdle muscular 94 dystrophy 2B
-4
(autosomal recessive)
218670_ pseudouridylat NM_0252 at e synthase 1 15 0.4068 0.0313 -0.1003 0.4088 0.0287 -0.0255 0.1143 -0.3048 0.0834 -0.389 eukaryotic translation initiation factor
218696_ 2-alpha kinase NM_0048 at 3 36 0.2096 0.0314 0.0969 0.3944 0.0292 -0.0259 0.1035 -0.2761 0.0817 -0.3814
218711 serum NM 0046 0.6739 -0.1172 -0.1431 -0.1023 0.0909 0.0334 -0.0891 0.047 -0.2194
Table 6: Group of 1645 genes that are differentially expressed hi healthy donors, SLE patients (ktpϊts score), RA patients, and. WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at deprivation 57 0.2485
Qy response OC
(phosphatidyls erine binding protein)
218764_ protein kinase NM_0240 at C, eta 64 0.3764 -0.02 0.093 0.4266 -0.0177 0.0158 0.1012 -0.2699 0.0856 -0.3994 sex comb on
218793_ midleg-like 1 NM_0067 s_at (Drosophila) 46 0.4485 -0.0099 0.0578 0.4943 -0.009 0.008 0.1256 -0.3349 0.1009 -0.4708
218805_ GTPase, IMAP NMJ)183 at family member 84 0.3581 -0.0135 0.1547 0.4843 -0.0119 0.0106 0.1179 -0.3145 0.0977 -0.4561
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
5 /// GTPase,
IMAP family
VO member 5 hypothetical
218865_ protein NM_0227 at FLJ22390 46 -0.3568 -0.0513 0.1183 0.3929 -0.0476 0.0423 -0.1141 0.3042 -0.0807 0.3767 chondroitin
218871, sulfate NMJ)185 x_at GalNAcT-2 90 -0.3649 0.0471 -0.0235 0.2755 0.0432 -0.0384 -0.0577 0.154 -0.0556 0.2596
218880_ FOS-like at antigen 2 N36408 -0.4704 0.0828 0.0892 0.1811 0.0749 -0.0666 -0.0264 0.0704 -0.0356 0.166
218918 mannosidase, NM 0203 0.3722 0.0063 0.1748 - 0.0056 -0.0049 0.1446 -0.3856 0.1162 -0.5421
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at alpha, class 1C, 79 0.5711 member 1
O zinc finger,
218919_ ANl -type NM_0246 at domain 1 99 0.2173 0.0547 0.1658 0.5307 0.0498 -0.0443 0.1423 -0.3795 0.11 -0.5134 carbohydrate
(chondroitin 4)
218927 sulfotransferas NMJ)186 s_at e l2 41 0.2639 0.0338 0.0551 -0.417 0.0314 -0.0279 0.1149 -0.3063 0.0864 -0.4033
218935 EH-domain NM_0146 at containing 3 00 0.4568 -0.1681 -0.1003 0.0712 -0.1585 0.1409 -0.0601 0.1603 -0.0142 0.0665
218943_ DEAD (Asp- NM_0143 -0.715 0.5825 -0.2224 0.544 -0.4835 0.2991 -0.7977 0.102 -0.4762
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at Glu-Ala-Asp) 14 0.5978
-4 box polypeptide 58 hypothetical
218957_ protein NM_0251 s_at FLJl 1848 55 0.2525 0.0051 0.0914 0.3635 0.0048 -0.0042 0.0933 -0.2488 0.0755 -0.3524
218967_ phosphotriester NMJB06 s_at ase related 64 0.2835 -0.0442 0.153 0.3235 -0.0412 0.0366 0.0685 -0.1828 0.0664 -0.3099 hypothetical
218986_ protein NM__0176 s_at FLJ20035 31 -0.6112 0.6606 -0.2735 0.8645 0.6214 -0.5524 0.3798 -1.0128 0.1512 -0.7055
219013_ UDP-N-acetyl- NM_0220 0.3473 0.0387 0.0216 0.0346 -0.0308 0.1289 -0.3438 0.0985 -0.4598
patients.
gaiactosamine: polypeptide N- acetylgalactosa minyltransferas e ll (GaINAc- TIl) zinc finger,
219062^ CCHC domain NM_0177 s_at containing 2 42 -0.5819 0.5722 -0.251 0.6808 0.536 -0.4764 0.3233 -0.8621 0.1184 -0.5524
219093_ hypothetical NMJH79 at protein 33 03078 0.0164 0.2713 0.6242 0.0145 -0.0129 0.1571 -0.4189 0.1281 -0.598
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patieats (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
FLJ20701 /// hypothetical protein
FLJ20701 hypothetical
219130_ protein NM_0190 at FLJ10287 83 0.3273 0.022 0.049 0.4453 0.0198 -0.0176 0.1155 -0.3079 0.0907 -0.4235 kelch-like 2,
219157_ Mayven NM_0072 at (Drosophila) 46 -0.4065 0.0076 -0.0339 0.4339 0.0068 -0.0061 -0.1071 0.2856 -0.0876 0.4086
219158_ NMDA NM_0250 s at receptor 85 0.4598 -0.1035 0.1412 0.3368 -0.0956 0.085 0.0581 -0.155 0.068 -0.3174
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus- score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score regulated 1 interferon
-4 induced with
219209_ helicase C NM_0221 at domain 1 68 -0.4637 0.5039 -0.1814 0.6883 0.4731 -0.4205 0.2949 -0.7864 0.1267 -0.5911 ubiquitin
219211_ specific NM_0174 at protease 18 14 -0.7075 0.6368 -0.3162 0.6599 0.6096 -0.5418 0.3326 -0.887 0.1154 -0.5383 5', 3'-
219214_ nucleotidase, NM_0211 s_at cytosolic 63 0.4002 0.0097 -0.0445 -0.398 0.0087 -0.0077 0.1012 -0.2698 0.0802 -0.374
219271 UDP-N-acetyl- NM 0245 -0.5046 0.1119 -0.1758 0.3941 0.1019 -0.0905 -0.0773 0.2062 -0.0788 0.3679
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at alpha-D- 72
-J galactosamine: Ui polypeptide N- acetylgalactosa minyltransferas e 14 (GaINAc-
T14)
219279_ dedicator of NM_0177 at cytokinesis 10 18 0.3551 0.0539 0.1082 0.6162 0.0483 -0.0429 0.1655 -0.4414 0.1271 -0.593 enoyl
219298_ Coenzyme A NM_0246 at hydratase 93 -0.0796 -0.1582 -0.0432 0.5461 -0.1473 0.131 -0.1718 0.4582 -0.1138 0.5312
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score domain containing 3 chromosome 6
219307_ open reading NM_0203 at frame 210 81 0.3899 -0.0731 0.1208 0.3257 -0.0683 0.0607 0.0639 -0.1705 0.0666 -0.3108 chromosome
16 open
219315_ reading frame NM_0246 s_at 30 00 0.41 -0.0301 0.0701 0.4123 -0.0265 0.0235 0.0975 -0.2599 0.0819 -0.3821
219352_ hect domain NMJ)179 at and RLD 6 12 -0.4576 0.5463 -0.2776 -0.715 0.5172 -0.4598 0.3203 -0.8543 0.1302 -0.6074
219356 chromatin NM 0164 -0.678 0.4524 -0.1638 0.4164 -0.3701 0.2009 -0.5357 0.0599 -0.2795
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s at modifying 10 0.3456 protein 5
-4 likely ortholog
219364_ of mouse NM_0241 at Dl llgp2 19 -0.5315 0.47 -0.1849 0.5241 0.4503 -0.4003 0.2562 -0.6832 0.0985 -0.4595 phosphatidyl
219394_ ycerophosphate NM_0244 at synthase 19 -0.5257 0.1094 -0.1248 0.3736 0.0975 -0.0866 -0.0669 0.1784 -0.0733 0.3422 tumor necrosis factor receptor
219423_ superfamily, NM_0037 x at member 25 90 0.3589 0.0289 0.1181 0.5629 0.0257 -0.0229 0.1441 -0.3843 0.1152 -0.5378
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score chromosome 3 20 open
219443_ reading frame NM_0177 at 13 14 0.2624 0.0591 -0.0591 0.3727 0.0549 -0.0488 0.1117 -0.2978 0.0768 -0.3585
219519_ sialoadhesin /// NM_0230 s_at sialoadhesin 68 -0.633 0.608 -0.3923 0.5872 0.5941 -0.5281 0.2979 -0.7943 0.1069 -0.499
B-cell
CLL/lymphom
219528_ a HB (zinc NM_0228 - s_at finger protein) 98 0.47 -0.0028 0.1374 0.6122 -0.0024 0.0022 0.152 -0.4054 0.1231 -0.5745
219529 chloride NM 0046 - at intracellular 69 0.7159 -0.1258 0.1574 0.5585 -0.1106 0.0983 0.1054 -0.2811 0.1096 -0.5113
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score channel 3 hypothetical
219541_ protein NM_0178 at FLJ20406 06 0.3587 -0.0479 0.0718 0.3134 -0.0443 0.0394 0.0667 -0.1778 0.0639 -0.298
PDZKl
219630_ interacting NM_0057 at protein 1 64 0.6768 -0.1278 -0.015 0.3467 -0.1128 0.1003 0.0586 -0.1563 0.0668 -0.3116
B-cell scaffold protein with
219667_ ankyrin repeats NM_0179 s_at 1 35 0.3546 0.0141 -0.0035 0.4018 0.0131 -0.0116 0.1021 -0.2724 0.0829 -0.3869
219669 polycythemia NM 0204 -0.4238 -0.0314 -0.1927 0.7089 -0.028 0.0249 -0.1812 0.4831 -0.1464 0.6834
803
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at rubra vera 1 06
/8KJJ interferon
219684_ responsive NM_0221 at protein 47 -0.3264 0.4651 -0.1732 0.7349 0.4394 -0.3905 0.2955 -0.7881 0.1419 -0.6621 sterile alpha
219691_ motif domain NM_0176 at containing 9 54 -0.5955 0.5586 -0.1637 0.7144 0.5165 -0.4591 0.3176 -0.8468 0.1249 -0.5828
SIDl transmembrane
219734_ family, NM_0176 at member 1 99 0.3647 -0.0134 0.0224 -0.364 -0.0121 0.0108 0.0881 -0.2348 0.0735 -0.3432
Table 6: Group of 1645 genes that are differentia] Iy expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
219762_ ribosomal NM_0154
& s_at protein L36 14 0.365 -0.0051 0.0908 0.4523 -0.0045 0.004 0.1129 -0.3011 0.0915 -0.4268
GTPase, IMAP
219777 '_ family member NM_0247 at 6 11 0.26 0.031 0.1537 0.5003 0.0278 -0.0247 0.1338 -0.3569 0.1025 -0.4782 dehydrogenase/ reductase
219799_ (SDR family) NM_0057 s_at member 9 71 -0.5054 0.2771 -0.1599 0.0608 0.2603 -0.2314 0.0863 -0.2302 0.0117 -0.0544 mitochondrial
219819 ribosomal NM 0140 - s at protein S28 18 0.2449 0.0893 0.1187 0.6062 0.0803 -0.0714 0.1691 -0.451 0.1257 -0.5866
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
219863 hect domain NM_0163
OO at and RLD 5 23 -0.8171 0.7281 -0.3047 0.8008 0.6835 -0.6076 0.3899 -1.0397 0.1319 -0.6155 latent transforming growth factor
219922_ beta binding NM_0210 s_at protein 3 70 0.5929 -0.1332 0.245 0.4955 -0.1193 0.106 0.0908 -0.2422 0.0982 -0.4584
219971_ interleukin 21 NM_0217 at receptor 98 0.4133 -0.0356 -0.0153 0.3189 -0.0329 0.0292 0.0725 -0.1933 0.0648 -0.3022 thioesterase
219975_ domain NMJ)183 x at containing 1 24 -0.4173 -0.1067 -0.1396 0.8516 -0.0931 0.0827 -0.2378 0.6343 -0.1769 0.8256
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score mannosidase, g 219999 alpha, class NM_0186 at 2A, member 2 21 -0.1892 -0.078 -0.0848 0.4859 -0.0706 0.0627 -0.1403 0.3741 -0.1001 0.4672 peptidyl arginine
220001. deiminase, type NM_0123 at IV 87 -0.2843 -0.0837 0.1159 0.4064 -0.0773 0.0687 -0.1231 0.3282 -0.0834 0.3892 interleukin-1 receptor-
220034_ associated NM_0071 at kinase 3 99 -0.4411 -0.0091 -0.0644 0.5437 -0.0081 0.0072 -0.141 0.3761 -0.1104 0.5151
220054_ interleukin 23, NM_0165 0.3461 0.0323 -0.0239 0.0293 -0.026 0.1128 -0.3007 0.0859 -0.401
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at alpha subunit 84 0.4222
OO pl9 caspase recruitment
220066_ domain family, NM_0221 at member 15 62 -0.3817 0.1635 -0.1298 0.0847 0.1538 -0.1367 0.02 -0.0535 -0.0169 0.0789 chromosome 6
220094_ open reading NM_0221 s_at frame 79 02 0.4565 -0.0359 -0.0838 -0.297 -0.0328 0.0291 0.0639 -0.1703 0.0596 -0.2781
C-type lectin
220132_ superfamily 2, NM_0132 s at member D 69 0.2972 0.0936 -0.0703 0.4902 0.0845 -0.0751 0.1516 -0.4043 0.1001 -0.4671
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score tumor necrosis w factor, alpha-
220187_ induced protein NM_0246 at 9 36 -0.3967 0.1764 0.0802 0.1363 0.1665 -0.148 0.08 -0.2132 0.0273 -0.1272
220232_ stearoyl-CoA NM_0249 at desaturase 4 06 0.5713 -0.1536 -0.3036 0.1094 -0.1369 0.1217 -0.072 0.1919 -0.0208 0.097 male germ cell- 220302 associated NM 0059 at kinase 06 -0.3805 0.0554 -0.0223 0.2682 0.0517 -0.0459 -0.0571 0.1524 -0.0547 0.2551 hypothetical 220326_ protein NM_0180 s_at FLJ10357 71 -0.3409 0.0039 0.0259 0.3182 0.0036 -0.0032 -0.0785 0.2095 -0.0647 0.3021
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
SAM domain, & SH3 domain and nuclear
220330_ localisation NM_0221 s_at signals, 1 36 -0.4124 0.0671 0.07 0.1813 0.0622 -0.0553 -0.0289 0.077 -0.0365 0.1704
220368_ NM_0179 s_at KIAA2010 36 0.3423 -0.015 0.0633 -0.376 -0.0136 0.0121 0.095 -0.2534 0.0763 -0.3559 ubiquitin
220370_ specific NM_0250 - s_at protease 36 90 0.2897 0.0153 0.1507 0.4864 0.0141 -0.0125 0.1337 -0.3565 0.1006 -0.4696
220418_ ubiquitin NMJ)189 - at associated and 61 0.455 0.0287 0.2001 0.7412 0.0253 -0.0225 0.1904 -0.5078 0.1525 -0.7119
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
SH3 domain containing, A
220421_ butyrophilin- NM_0248 at like δ 50 -0.2315 0.1733 -0.0227 0.2002 0.1681 -0.1495 0.0977 -0.2604 0.0414 -0.1931 signal-
220485_ regulatory NMJ)185 s_at protein beta 2 56 0.382 0.0349 0.018 0.5066 0.0314 -0.0279 0.1324 -0.353 0.1035 -0.4828
220492_ NM_0048 s_at otoferlin 02 -0.3659 0.4234 -0.3387 0.4236 0.4121 -0.3663 0.2032 -0.5418 0.0819 -0.3824
220528_ NM_0183 at vanin 3 99 -0.4988 0.1785 -0.0788 0.1172 0.1641 -0.1459 0.0155 -0.0414 -0.0228 0.1064
220532 LR8 protein NM 0140 0.2471 0.0268 0.2337 0.025 -0.0222 0.1518 -0.4049 0.1159 -0.5409
$ 220570 NM_0204 at resistm 1 155 -0.2349 -0.0959 -0.1856 0.6781 -0.0864 0.0768 -0.1904 0.5076 -0.1415 0.6601 multiple C2- domains with two
220603_ transmembrane NMJ)183 s_at regions 2 49 -0.4482 0.0636 0.043 0.2538 0.0575 -0.0511 -0.0477 0.1273 -0.0502 0.2345 male sterility
220615_ domain NMJ)180 s_at containing 1 99 -0.5065 0.0841 -0.1605 0.4556 0.0738 -0.0656 -0.0977 0.2606 -0.0897 0.4186
220646 killer cell NM 0165 0.6055 -0.1832 0.3216 -0.1629 0.1448 0.065 -0.1733 0.0872 -0.4069
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
3 4 5 10 11 12 13
Representa Healthy tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score s_at lectin-like 23 0.4493
OO receptor
VO subfamily F, member 1
220684_ NMJ)133 at T-box 21 51 0.3911 -0.0975 0.1609 0.3007 -0.0884 0.0786 0.0518 -0.1382 0.0598 -0.2791 chromosome
21 open
220918_ reading frame NM_0251 at 96 43 0.6199 -0.2886 -0.1038 0.2266 -0.266 0.2365 -0.1341 0.3576 -0.043 0.2008
220925_ MAKlO NM_0219 at homolog, 29 0.2594 0.0922 0.1023 0.6133 0.084 -0.0746 0.1782 -0.4753 0.1278 -0.5964
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score amino-acid N- e subunit, (S. cerevisiae)
220940_ NM_0251 at KIAA1641 90 0.6251 -0.1886 -0.0476 0.0994 -0.1726 0.1534 -0.0224 0.0599 0.0192 -0.0897
220960_ ribosomal NM_0009 x_at protein L22 83 0.4247 -0.0754 0.1101 0.3454 -0.0672 0.0597 0.0677 -0.1807 0.0683 -0.3188 unc-93 homolog Bl
220998_ (C. elegans) /// NMJB09 s at unc-93 30 -0.4147 0.3385 -0.127 0.3502 0.3218 -0.2861 0.1867 -0.4979 0.0674 -0.3147
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score homolog Bl (C. elegans) likely ortholog of mouse limb- bud and heart gene /// likely ortholog of mouse limb-
221011_ bud and heart NM 0309 s_at gene 15 0.4954 -0.0261 0.0899 0.5309 -0.0224 0.02 0.127 -0.3388 0.1051 -0.4904
221060_ toll-like NM 0032 s at receptor 4 /// 66 -0.3543 0.1403 -0.0161 0.0088 0.1319 -0.1173 0.0333 -0.0889 -0.0018 0.0082
239
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score toll-like receptor 4 chromosome X
221196_ open reading NM_0243 - x_at frame 53 32 0.2343 0.1084 -0.071 0.4637 0.1003 -0.0891 0.1449 -0.3864 0.0958 -0.447
221205_ NM_0180 at — 41 0.0572 -0.1039 -0.2034 0.4135 -0.096 0.0853 -0.1341 0.3577 -0.0851 0.3972 chromosome
21 open
221211_ reading frame NM_0201 - s_at 7 52 0.7095 -0.0608 -0.2023 0.3789 -0.052 0.0462 0.0833 -0.2222 0.0717 -0.3347
221221 kelch-like 3 NM 0174 0.4459 -0.0864 0.0496 _ -0.0793 0.0705 0.0487 -0.1299 0.056 -0.2615
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score s_at (Drosophila) 15 0.2797
BTB and CNC homology 1, basic leucine zipper transcription factor 2 ///
BTB and CNC homology 1, basic leucine
221234_ zipper NM_0218 s at transcription 13 0.598 -0.0642 -0.0244 0.4254 -0.0563 0.05 0.0908 -0.242 0.0831 -0.3879
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score factor 2 u proτem-
221345_ coupled NM_0053 - at receptor 43 06 -0.4125 0.3231 -0 .0935 0 .3438 0.3072 -0.2731 0.169 -0.4508 0.0667 -0.3114
UDP-
Gal:betaGlcNA c beta 1 ,4- galactosyltrans
221485_ ferase, at polypeptide 5 AL035683 -0.523 0.1172 -0 .0387 0 .2671 0.1056 -0.0939 -0.038 0.1014 -0.0523 0.2441
221548_ integrin-linked - s at kinase- AY024365 0.4118 -0.0594 0. 0236 0 .2916 -0.0543 0.0483 0.058 -0.1547 0.0586 -0.2736
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score associated
VO serine/threonin e phosphatase 2C lymphoid enhancer-
221558_ binding factor s at 1 AF288571 0.4589 0.0272 0.0858 0.6309 0.0236 -0.021 0.1641 -0.4377 0.1276 -0.5954
Fas apoptotic inhibitory
221601. molecule /// s at Fas apoptotic AI084226 0.3768 -0.0124 0.0698 0.4249 -0.0111 0.0098 0.1037 -0.2765 0.0857 -0.4
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score inhibitory molecule Fas apoptotic inhibitory molecule /// Fas apoptotic
221602_ inhibitory s at molecule AF057557 0.4428 -0.0205 0.0396 0.4425 -0.0184 0.0164 0.1044 -0.2784 0.0891 -0.416 zinc ringer
221645_ protein 83 s at ((HHPPFFll)) M27877 0.4535 -0.0271 0.0806 0.4757 -0.0245 0.0218 0.1084 -0.2891 0.0966 -0.4508
221657_ ankyrinrepeat BC001719 0.4237 -0.1393 0.1008 -0.165 -0.1311 0.1165 0.0066 -0.0177 0.0333 -0.1552
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at and SOCS box-
VO containing 6 -4
221658_ interleukin 21 s_at receptor A AFF226699113333 00..33119999 0.0881 -0.0116 0.5554 0.0804 -0.0715 0.1649 -0.4396 0.1149 -0.5362 immunoglobuli n kappa constant /// immunoglobuli
221671_ n kappa x_at variable 1-5 M63438 0.2496 0.0756 -0.1498 0.3162 0.0709 -0.063 0.1009 -0.269 0.0651 -0.3036
221691_ nucleophosmin x at (nucleolar AB042278 0.4248 -0.0057 0.0178 0.4424 -0.0051 0.0045 0.1103 -0.294 0.0886 -0.4133
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score phosphoprotein
B23, numatrin)
00
/// nucleophosmin
(nucleolar phosphoprotein
B23, numatrin)
221728_ x_at AA628440 -0.4585 0.3758 -0.0671 0.4622 0.3598 -0.3198 0.2604 -0.6943 0.0903 -0.4212
221756_ HGFL gene /// at HGFL gene AL540260 0.5044 -0.1183 0.1233 0.3263 -0.1058 0.094 0.0547 -0.146 0.0639 -0.298
221757 HGFL gene /// BE042976 0.5923 -0.077 -0.003 -0.0671 0.0596 0.0881 -0.2349 0.0788 -0.3677
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at HGFL gene 0.4061
Ul
^o DEAD (Asp- ^o
Glu-Ala-Asp)
221780_ box s at polypeptide 27 AF336851 0.3754 -0.0204 0.1534 0.4825 -0.0184 0.0164 0.1123 -0.2996 0.0983 -0.4586
DnaJ (Hsp40) homolog,
221781_ subfamily C, s_at member 10 BG168666 0.1614 0.1257 -0.0021 0.5007 0.1176 -0.1045 0.158 -0.4214 0.1045 -0.4877 low density
221790_ lipoprotein s at receptor AL545035 0.505 -0.0016 0.0803 0.5969 -0.0014 0.0012 0.1491 -0.3975 0.12 -0.5599
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score adaptor protein
4- 1 j.
O O hypothetical gene supported
221823_ by AF038182; at BC009203 A ALL5566557744Ϊ1 -0.1161 -0.0895 -0.2304 0.581 -0.0809 0.0719 -0.1696 0.4524 -0.1205 0.5622
CDNA clone
IMAGE:52170
21, with
221973_ apparent at retained intron AI983904 0.3204 0.069 -0.027 0.4902 0.063 -0.056 0.1468 -0.3916 0.1009 -0.4709
221988_ Hypothetical A AAA4466338855:3 0.4076 -0.1171 0.0855 -0.1096 0.0974 0.0185 -0.0493 0.0389 -0.1815
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score at protein 0.1928
4-
© MGC2747 nascent- polypeptide- associated
222018_ complex alpha at polypeptide AI992187 0.4356 -0.1087 0.01 0.1714 -0.102 0.0907 0.016 -0.0425 0.0347 -0.1617
222062_ interleukin 27 at receptor, alpha AI983115 0.3104 -0.0532 0.2028 0.3753 -0.0483 0.043 0.0789 -0.2105 0.076 -0.3544 solute carrier
222088_ family 2 s at (facilitated AA778684 -0.4773 0.0729 0.0562 0.2466 0.0659 -0.0586 -0.0443 0.118 -0.0487 0.2274
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score glucose
O transporter), member 3 /// solute carrier family 2 (facilitated glucose transporter), member 14 Zinc finger
222136_ protein 43 x at (HTF6) AK022905 0.2055 0.0588 -0.0032 -0.367 0.0552 -0.049 0.1097 -0.2927 0.0761 -0.3553
Table 6: Group of 1645 genes that are differential y expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
222146_ transcription
4-
O s at factor 4 AK026674 0.2092 0.1158 -0.1651 0.3667 0.1098 -0.0976 0.1284 -0.3424 0.0761 -0.3551
DNA polymerase-
222154_ transactivated s_at protein 6 AK002064 -0.5106 0.5957 -0.3732 0.6996 0.5749 -0.511 0.3405 -0.908 0.1273 -0.5943
G protein- 222155_ coupled s_at receptor 172A AK021918 0.4488 -0.0537 -0.0821 0.2432 -0.0496 0.0441 0.0494 -0.1317 0.049 -0.2287
RRN3 RNA
222204_ polymerase I s_at transcription ALl 10238 0.2551 0.0268 0.1297 0.4608 0.0245 -0.0217 0.1192 -0.3178 0.095 -0.4435
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score factor homolog
(yeast) hypothetical
222228_ protein s_at FLJ20013 A AKK00226600997'. 0.3708 -0.041 -0.0237 0.2525 -0.038 0.0338 0.0536 -0.1429 0.0513 -0.2393 chondroitin
222235_ sulfate s_at GalNAcT-2 AL139812 0.0462 -0.0797 0.3841 0.0416 -0.037 -0.0849 0.2263 -0.0772 0.3601
Chromosome
19 open
222266_ reading frame at 2 BF796940 0.5119 -0.0701 0.0397 -0.382 -0.0637 0.0566 0.0767 -0.2045 0.0766 -0.3576
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
222303 έ at — AV700891 -0.2503 -0.0491 0.0034 0.3873 -0.0456 0.0406 -0.1116 0.2976 -0.08 0.3735
222306_ 5-azacytidine at induced 2 AA521034 0.49 -0.18 -0.0744 0.0435 -0.1684 0.1497 -0.0611 0.1629 -0.0086 0.0401
CCR4-NOT transcription
222313_ complex, AW97235 at subunit 2 9 0.5871 -0.2266 -0.0416 0.0356 -0.2142 0.1904 -0.0724 0.1929 -0.007 0.0328
Phosphodiester
222330_ ase 3B, cGMP- AW97499 - at inhibited 5 0.4984 -0.0949 -0.2213 0.0507 -0.0892 0.0793 -0.0119 0.0318 0.0102 -0.0478
222357 zinc fineer and AW97482 0.51 -0.227 -0.1256 0.1973 -0.2092 0.186 -0.113 0.3013 -0.0381 0.1777
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at BTB domain 3
O containing 20 butyrate-
222404_ induced x at transcript 1 AI984229 0.3737 -0.0086 0.0562 0.4187 -0.0078 0.0069 0.104 -0.2774 0.085 -0.3968 aldehyde dehydrogenase
222416_ 18 family, at member Al U76542 0.1617 0.0765 0.1016 0.4695 0.0712 -0.0633 0.1384 -0.369 0.0979 -0.4569 ubiquitin-
222435_ conjugating s at enzyme E2, Jl AF161502 -0.4774 0.1187 -0.0394 0.2165 0.1071 -0.0952 -0.0247 0.0658 -0.0423 0.1972
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(UBC6 g homolog,
-4 yeast)
222453_ cytochrome b at reductase 1 AL136693 -0.2703 -0.0747 0.1296 0.3548 -0.0695 0.0618 -0.1093 0.2915 -0.0728 0.3399
222496_ RNA-binding AW24174 s_at protein 2 -0.5578 0.1733 0.0213 0.0958 0.156 -0.1387 0.0194 -0.0516 -0.0183 0.0852
222498_ 5-azacytidine at induced 2 AI809206 -0.4961 0.2353 -0.0977 0.0189 0.2187 -0.1944 0.0703 -0.1875 0.0036 -0.0169 hypothetical
222551_ protein - s — at FLJ20989 AI197841 0.2655 0.0215 -0.014 0.3192 0.0202 -0.0179 0.0904 -0.2411 0.066 -0.3078
Table 6: Group of 1645 g enes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical
§ 222662 protein oe at LOC286044 W60806 -0.5195 0.1296 -0.0353 0.2271 0.1167 -0.1038 -0.0243 0.0649 -0.0442 0.2062 fibronectin
222692_ type III domain s_at containing 3B BF444916 -0.4883 0.214 0.002 0.0661 0.1987 -0.1766 0.0717 -0.1912 0.0128 -0.0598 fibronectin
222693_ type III domain at containing 3B BF444916 -0.5046 0.2635 -0.0596 -0.122 0.2485 -0.2209 0.0988 -0.2634 0.0237 -0.1107 serum
222717_ deprivation at response BF982174 0.5418 -0.0113 -0.2647 0.2767 -0.0101 0.009 0.0687 -0.1833 0.0542 -0.2531
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(phosphatidyls
O erine binding protein) trimethyllysine 222744_ hydroxylase, s_at epsilon AI635160 -0.6302 0.1088 0.0183 0.3458 0.0956 -0.0849 -0.0703 0.1875 -0.0667 0.3111 chromosome
15 open
222745_ reading frame s_at 29 AI924685 -0.5763 0.2402 -0.0223 0.0215 0.2216 -0.197 0.0671 -0.179 0.0041 -0.0191
222787_ hypothetical s_at protein AV705186 0.3402 -0.1319 0.0042 0.0052 -0.1259 0.1119 -0.033 0.088 0.0011 -0.0049
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
FLJl 1273
DEAD (Asp-
Glu-Ala-Asp)
222793_ box - at polypeptide 58 AK023661 -0.417 0.37 -0.1171 0.4416 0.3481 -0.3094 0.2022 -0.5392 0.0834 -0.3891 zinc finger,
222816_ CCHC domain - s_at containing 2 BE676543 -0.1824 0.3638 - -00..221133 00..55775588 0.348 -0.3093 0.2366 -0.6309 0.1149 -0.5363 hypothetical
222833_ protein at FLJ20481 AUl 54202 -0.6465 0.2205 0.0395 0.0442 0.1991 -0.-177 0.0459 0.1225 -0.0083 0.0389
222841 translocase of AI762874 0.2457 -0.0125 0.1829 -0.0115 0.0103 0.0973 0.2595 0.0819 -0.382
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score s_at inner 0.3976 mitochondrial membrane 22 homolog
(yeast) leucine zipper
222848_ protein - at FKSG14 BC005400 0.257 0.0394 -0.0473 0.3261 0.0371 -0.033 0.1033 -0.2755 0.0676 -0.3155 dual adaptor of phosphotyrosin
222859_ e and 3- - s_at phosphoinositi AA150186 -0.4842 0.2963 -0.0681 0.2223 0.2748 -0.2443 0.1328 -0.3542 0.0416 -0.194
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score des
B-cell
CLL/lymphom 222895_ a HB (zinc s_at finger protein) AA918317 0.4842 -0.0111 0.1476 0.6146 -0.0097 0.0086 0.1501 -0.4004 0.1242 -0.5796
222920_ KIAA0748 s_at gene product BG231515 0.3459 0.0536 0.1192 0.6163 0.0486 -0.0432 0.1671 -0.4455 0.1279 -0.597
C-type lectin
222934_ domain family s_at 4, member E BC000715 -0.4534 0.0979 -0.0201 0.2283 0.0905 -0.0805 -0.0326 0.087 -0.0458 0.2136
222945_ thioesterase x at domain AI125696 -0.2866 -0.0386 -0.144 0.5389 -0.035 0.0311 -0.143 0.3813 -0.1112 0.5192
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score containing 1
£ 222986_ s at scotm BC001463 -0.5814 0.321 -0.1189 0.1385 0.2954 -0.2625 0.1158 -0.3088 0.0253 -0.1183 ubiquitin-
223014_ conjugating at enzyme E2R 2 BC004862 -0.4989 0.048 0.1213 0.2725 0.0421 -0.0374 -0.0572 0.1525 -0.0527 0.246
223027_ at sorting nexin 9 BF972871 0.2384 0.0286 0.1152 0.4346 0.0264 -0.0235 0.1133 -0.3021 0.0899 -0.4196 solute carrier family 40
223044_ (iron-regulated at transporter), AL136944 -0.5593 0.0651 0.0617 0.347 0.0567 -0.0504 -0.0707 0.1886 -0.067 0.3129
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score member 1 egl nine
223046_ homolog 1 (C. at elegans) ALl 17352 -0.5815 0.1417 0.0487 0.1781 0.1255 -0.1115 -0.0094 0.025 -0.0338 0.1579 ankylosis, progressive 223092_ homolog at (mouse) AA854943 0.399 -0.0212 0.254 0.6019 -0.0186 0.0165 0.1411 -0.3763 0.122 -0.5691
DEAH (Asp-
Glu-Ala-His) 223138_ box s_at polypeptide 36 AI937206 0.3278 0.002 -0.0323 0.3142 0.0018 -0.0016 0.0821 -0.2189 0.0644 -0.3004
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Hypothetical
4- 223144_ protein 8.00E- Ul s at PRO2266 BC000764 -0.6202 0.1791 -0.0106 0.1758 0.1585 -0.1409 04 -0.0022 -0.0331 0.1543 poly (ADP- ribose) polymerase
223220_ family, s at member 9 AF307338 -0.8747 0.4601 -0.1171 0.2072 0.4098 -0.3642 0.1737 -0.4633 0.0349 -0.1627 serologically defined colon
223282_ cancer antigen at 33 W60810 0.1538 0.0798 0.1873 0.5528 0.0719 -0.0639 0.1578 -0.4209 0.1143 -0.5333
Table 6: Group of 1645 genes that are differentially expressed in healthy donors 5 SLE patients (lupus score), RA patients j, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
223298_ 5 -nucleotidase, s at cytosolic III AF312735 -0.4523 0.3977 -0.2748 0.3269 0.377 -0.3351 0.1811 -0.483 0.0599 -0.2797 solute carrier family 37 (glycerol-3- phosphate
223304_ transporter), at member 3 AL136583 -0.6505 0.0021 0.0866 0.5857 0.0018 -0.0016 -0.1489 0.397 -0.1141 0.5327 hypothetical protein
223418_ DKFZp566Dl x at 346 AL136717 0.1617 0.0928 0.1094 0.5207 0.0854 -0.0759 0.1532 -0.4087 0.1084 -0.5057
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score guanylate ^ 223434_ binding protein at 3 AL136680 -0.2648 0.251 -0.0563 0.3405 0.2395 -0.2129 0.1501 -0.4002 0.0684 -0.3192
223451_ chemokine-like s_at factor AF096895 -0.5824 0.1928 -0.0693 0.1567 0.1722 -0.1531 0.0092 -0.0246 -0.0295 0.1378 chemokine (C- 223454_ X-C motif) at ligand lδ AF275260 -0.4488 0.1057 -0.016 0.199 0.0962 -0.0855 -0.0241 0.0643 -0.0392 0.1831 tumor necrosis factor (ligand)
223501_ superfamily, AW15136 - at member 13b 0 -0.7307 0.4155 -0.066 0.2867 0.3772 -0.3353 0.1802 -0.4805 0.0502 -0.2344
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients,, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score tumor necrosis factor (ligand)
QO 223502_ superfamily, s_at member 13b AF134715 -0.7348 0.4171 -0.1257 0.2294 0.3797 -0.3375 0.1655 -0.4415 0.04 -0.1869
Notch homolog
1, translocation- 223508_ associated at (Drosophila) AF308602 -0.3588 0.0158 0.0402 0.2912 0.0149 -0.0133 -0.0718 0.1914 -0.0601 0.2804 caspase
223514_ recruitment at domain family, AF322641 0.3832 -0.0167 0.1408 0.4886 -0.0153 0.0136 0.124 -0.3308 0.1004 -0.4687
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score member 11 leucine rich 223552_ repeat at containing 4 AF196976 -0.6619 -0.0028 0.0767 0.6199 -0.0024 0.0021 -0.161 0.4293 -0.123 0.5739
223553_ docking s_at protein 3 BC004564 -0.5511 0.0753 0.0481 0.3245 0.0659 -0.0586 -0.0633 0.1689 -0.0627 0.2928
223592_ ring finger s_at protein 135 BC005084 -0.2785 -0.0555 0.0027 0.4341 -0.0503 0.0447 -0.123 0.328 -0.0888 0.4145 solute carrier family 12
223596_ (potassium/chl at oride AF 105366 -0.5194 0.121 0.0263 0.1905 0.1096 -0.0974 -0.0176 0.047 -0.0372 0.1736
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score transporters),
4- member 6
O
223599_ tripartite motif- at containing 6 AF220030 -0.5306 0.4268 -0.2548 0.3426 0.4092 -0.3638 0.2043 -0.5448 0.0641 -0.2991
223609_ at ropporin 1-like AF239723 -0.4932 0.0448 0.1267 0.27 0.0398 -0.0354 -0.0563 0.1502 -0.0528 0.2464
223649_ s at CGI-69 protein AF317711 0.5512 -0.1427 0.0405 0.2301 -0.127 0.1129 0.0235 -0.0626 0.0441 -0.206 nuclear receptor
223650_ binding factor s at 2 AF267866 -0.5311 0.1485 0.039 0.1172 0.1338 -0.1189 0.0079 -0.0211 -0.0225 0.105
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
223660_ at AD026 protein AF226731 -0.3855 -0.0216 0.0674 0.3924 -0.0202 0.0179 -0.1064 0.2838 -0.081 0.3779 ubiquitin
223701_ specific s_at protease 47 AF059318 0.2873 0.0194 0.0093 0.3587 0.0181 -0.0161 0.0976 -0.2603 0.0739 -0.3451
223717_ acrosin binding s_at protein AB051833 0.5574 -0.1191 -0.174 -0.093 -0.1064 0.0946 -0.0069 0.0183 0.0178 -0.0833
223733_ s_at — AFl 19843 -0.628 0.0805 0.0508 0.3877 0.0708 -0.0629 -0.0809 0.2157 -0.0754 0.3517
223750 toll-like AW66525 s at receptor 10 -0.5496 0.2325 -0.1951 0.1378 0.2134 -0.1897 0.0268 -0.0716 -0.0264 0.1231
223754_ hypothetical BC005083 0.6378 -0.1156 -0.1973 -0.163 -0.1022 0.0908 0.012 -0.0321 0.0311 -0.1449
Table 6: Group of 1645 genes that are differentially expressed ill healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein MGC13057
K) general transcription factor HH,
223758_ polypeptide 2, s_at 44IcDa BC005345 -0.3997 0.2549 -0.1309 0.1391 0.2423 -0.2154 0.1031 -0.2749 0.0273 -0.1273 G protein-
223161 _ coupled at receptor 84 AF237762 -0.4207 0.0211 -0.1269 0.5023 0.0192 -0.0171 -0.1308 0.3488 -0.1029 0.4802
223777_ hypothetical at protein BC005070 0.4694 -0.1903 -0.0781 0.0959 -0.1785 0.1587 -0.0755 0.2012 -0.019 0.0886
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
MGCl 3005
4- contactin associated protein-like 3 /// similar to cell recognition
223796_ molecule at CASPR3 AF333769 -0.353 -0.0018 -0.0292 0.399 -0.0017 0.0015 -0.104 0.2773 -0.0823 0.3839 lectin, galactoside-
223828_ binding, s at soluble, 12 AF222694 0.4792 -0.1593 0.0996 0.1681 -0.1485 0.132 0.0022 -0.0059 0.0335 -0.1561
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(galectin 12)
223836 at Ksp37 protein AB021123 0.3698 -0.0947 0.3368 0.4553 -0.0862 0.0766 0.0885 -0.2361 0.092 -0.4295
MovlO,
Moloney leukemia virus
223849_ 10, homolog s at (mouse) BC002548 -0.59 0.5251 -0.1421 0.6514 0.4972 -0.442 0.3072 -0.8193 0.1199 -0.5597 G protein-
223887_ coupled at receptor 132 BC004555 -0.3132 -0.0749 0.2272 0.3059 -0.0695 0.0618 -0.1019 0.2716 -0.0622 0.2903
223952_ dehydrogenase/ AF240698 -0.5042 0.2788 -0.1254 0.2626 -0.2334 0.0974 -0.2597 0.0192 -0.0896
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus scored RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at reductase 0.0997
(SDR family) member 9 dehydrogenase/ reductase
224009_ (SDR family) x_at member 9 AF240697 -0.5206 0.2709 -0.0905 0.0954 0.2545 -0.2262 0.0938 -0.2503 0.0184 -0.0857 224148_ at AFl 16653 -0.3049 0.2254 -0.0449 0.2416 0.2147 -0.1908 0.1178 -0.3141 0.0483 -0.2256 mitochondrial
224173_ ribosomal s at protein L30 BC000217 0.3058 -0.0221 0.199 0.4499 -0.0201 0.0179 0.1045 -0.2787 0.092 -0.4295
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupws score), RA patients, and WG patients-
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score tripartite motif-
4- containing 34 /// tripartite motif- containing 6 and tripartite
224175_ motif- s_at containing 34 AB039904 -0.4021 0.2023 -0.0023 0.1204 0.1927 -0.1713 0.0876 -0.2335 0.0241 -0.1126 ets variant gene
224225_ 7 (TEL2 s_at oncogene) AF218365 -0.4291 0.3441 -0 .1897 0 .2898 0.3303 -0 .2936 0 .172 -0.4587 0.0561 -0.2619
224314 egl nine AF277174 -0.707 0.2066 0. 0036 0 .1789 0.1853 -0 .1647 0. 0081 -0.0215 -0.0339 0.1582
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ED Gene Title ID score score score score score 3 score score score score score s at homolog 1 (C.
4- elegans) -4 transmembrane protein with EGF-like and two follistatin- like domains 2 /// transmembrane protein with
224321_ EGF-like and at two follistatin- AB004064 -0.3881 0.1218 -0.1862 0.257 0.1135 -0.1009 -0.0343 0.0916 -0.0518 0.2419
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients-, and WG patients- „,
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score like domains 2 toll-like
OO receptor 4 /// 224341_ toll-like x_at receptor 4 U93091 -0.6125 0.275 -0.0646 -0.036 0.2512 -0.2233 0.0786 -0.2097 0.0067 -0.0313 brain expressed
X-linked 2 ///
224367_ brain expressed at X-linked 2 AF251053 0.2685 0.035 0.0777 0.4465 0.0322 -0.0286 0.1213 -0.3234 0.0922 -0.4304 cat eye
224393_ syndrome s at chromosome AF307451 -0.7063 0.1365 0.1388 0.2348 0.1219 -0.1083 -0.0265 0.0707 -0.0452 0.2109
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score region,
4- candidate 6 /// cat eye syndrome chromosome region, candidate 6 caspase recruitment domain family,
224414_ member 6 /// s at caspase AF356193 -0.5865 0.1113 0.044 0.2691 0.0969 -0.0862 -0.0406 0.1083 -0.0511 0.2385
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score recruitment domain family,
O member 6 hypothetical protein
MGCl 1324 /// hypothetical
224480_ protein s_at MGCl 1324 BC006236 -0.5626 0.018 0.0898 0.449 0.0156 -0.0139 -0.108 0.2881 -0.0879 0.4101 hypothetical
224489. protein at LOC284058 /// BC006271 0.4671 -0.2349 0.1044 0.0414 -0.2236 0.1988 -0.0724 0.1931 -0.0082 0.0383
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupos score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical
4- protein
LOC284058 hypothetical protein
LOC284058 /// hypothetical
224490_ protein s_at LOC284058 BC006271 0.5381 -0.2754 0.0699 0.109 -0.2644 0.235 -0.1043 0.2782 -0.0216 0.1009
224549_ x_at AF194537 0.3102 -0.088 -0.2314 0.1357 -0.0826 0.0734 -0.0579 0.1544 -0.0275 0.1283
224560 tissue inhibitor BF107565 -0.6935 0.1963 0.0487 0.1488 0.17 -0.1511 0.012 -0.032 -0.0272 0.1269
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at of
4- metalloproteina se 2 metastasis associated lung adenocarcinom a transcript 1
224567_ (non-coding x_at RNA) BG534952 0.2382 -0.0141 -0.178 -0.038 -0.0135 0.012 0.0061 -0.0162 0.0079 -0.0367 endoplasmic
224576_ reticulum-golgi at intermediate AK000752 -0.3575 -0.0797 0.0694 0.5165 -0.0715 0.0636 -0.1488 0.3968 -0.1052 0.4911
Table 6: Group of 1645 genes that are differeiitially expressed in healthy donors , SLE patients (lupus score), RA patients, arid WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score compartment
4- 32 kDa protein endoplasmic reticulum-golgi intermediate
224577_ compartment at 32 kDa protein AB033007 -0.3261 -0.0368 -0.0068 0.4428 -0.0335 0.0298 -0.1185 0.316 -0.0907 0.4235
224588_ at AA167449 -0.7412 0.5348 -0.0146 0.6433 0.5091 -0.4525 0.3977 -1.0605 0.1205 -0.5625
224589_ at BF223193 -0.5591 0.4522 -0.0482 0.5798 0.4312 -0.3833 0.3261 -0.8695 0.1111 -0.5186
224590 BE644917 -0.8555 0.5298 -0.0166 - 0.501 -0.4454 0.3733 -0.9954 0.0936 -0.4366
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 0.5095
224595_ CDW92 at antigen AK022549 -0.473 0.038 0.1489 0.2458 0.0351 -0.0312 -0.0538 0.1434 -0.0495 0.2311
HCV F-
224605_ transactivated at protein 1 AV727336 -0.4856 0.194 -0.1031 0.0855 0.1779 -0.1581 0.0279 -0.0744 -0.0165 0.0768
Lectin,
224629_ mannose- at binding, 1 BF217539 0.3443 -0.0056 0.0604 0.4003 -0.0051 0.0045 0.0983 -0.2622 0.0817 -0.3811
Cl 14 SLIT-
224686_ like testicular x_at protein /// AA045233 0.5001 -0.2235 0.0887 0.0079 -0.2088 0.1856 -0.0548 0.1461 0.0015 -0.0072
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and. WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Hypothetical
4- W LOC388397 Ul poly (ADP- ribose) polymerase
224701 _ family, at member 14 A AAA0055665544S8 -0.5652 0.4383 -0.1528 0.4355 0.4114 -0.3657 0.2248 -0.5996 0.0791 -0.3691 putative
224707_ nuclear protein at ORF1-FL49 AL522667 0.0882 -0.0933 0.5295 0.0756 -0.0672 -0.1124 0.2997 -0.1025 0.4784
224736_ cell division at cycle and BE617899 0.3748 -0.0345 -0.015 0.2821 -0.0321 0.0285 0.0625 -0.1666 0.0575 -0.2681
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set DD Gene Title ID score score score score score 3 score score score score score apoptosis regulator 1 hypothetical
224759_ protein s_at MGC17943 A AKK000011773311 00..334422 00..11119933 0.0288 0.7006 0.1054 -0.0937 0.2057 -0.5486 0.1445 -0.6744 development and differentiation
224790_ enhancing at factor 1 AI023398 -0.5778 0.1542 0.0612 0.1292 0.1378 -0.1224 0.0065 -0.0172 -0.0246 0.1148
224796_ development at and W03103 -0.5749 0.0973 0.0842 0.2557 0.0842 -0.0749 -0.0413 0.11 -0.0484 0.2257
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score differentiation enhancing
-4 factor 1
224818_ at sortilin 1 BE622952 -0.4626 0.037 -0.0721 0.4505 0.032 -0.0284 -0.1063 0.2834 -0.0886 0.4134 cytoplasmic polyadenylatio n element
224831_ binding protein at 4 BE620832 -0.5498 0.2302 -0.1342 0.0855 0.2102 -0.1869 0.0367 -0.0979 -0.0162 0.0756
224833_ v-ets at erythroblastosi BE218980 0.2318 0.0891 0.1315 0.6046 0.0786 -0.0698 0.1752 -0.4673 0.1244 -0.5807
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s virus E26 oncogene
OO homolog 1
(avian)
224840_ FK506 binding at protein 5 AI753747 -0.1991 -0.0354 -0.1051 0.4021 -0.0332 0.0295 -0.1085 0.2892 -0.0837 0.3906
SH3KBP1
224846_ binding protein at 1 AI348000 -0.5065 0.0183 0.0794 0.4 0.0162 -0.0144 -0.0959 0.2557 -0.079 0.3688
224856_ FK506 binding at protein 5 W86302 -0.1696 -0.0534 -0.0696 0.3852 -0.0503 0.0447 -0.1073 0.2861 -0.0804 0.375
224889 forkhead box BE888885 -0.2235 -0.0631 0.0613 0.341 -0.0583 0.0518 -0.1034 0.2757 -0.0699 0.3261
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at O3A cirrhosis, autosomal
224903_ recessive IA at (cirhin) AL519818 0.1779 0.0799 0.0647 0.4599 0.0748 -0.0665 0.1422 -0.3791 0.096 -0.4481
UDP-glucose ceramide
224967_ glucosyltransfe at rase W72338 -0.3774 0.0346 -0.1693 0.4621 0.0307 -0.0273 -0.1044 0.2784 -0.0929 0.4334
Hypothetical
224996_ protein at MGC34646 N30209 -0.5327 0.1025 -0.1929 0.465 0.0912 -0.0811 -0.0918 0.2448 -0.0922 0.4301
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
RAB3D,
4- 4- member RAS
O
225001_ oncogene at family AI744658 -0.4299 -0.0064 0.1352 0.3326 -0.0057 0.0051 -0.0865 0.2306 -0.0659 0.3076 Hypothetical
225008_ protein AW46935 at MGC34646 1 -0.283 -0.0182 -0.131 0.468 -0.0164 0.0146 -0.1214 0.3238 -0.0958 0.4472 signal-induced proliferation-
225056_ associated 1 at like 2 AB037810 -0.7242 0.2383 -0.1598 0.2694 0.2133 -0.1896 -0.0078 0.0209 -0.0509 0.2374
225076 KLAA1404 AA150460 -0.539 0.2181 -0.0419 0.0177 0.1975 -0.1756 0.0516 -0.1377 -0.0033 0.0155
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at protein
225098_ AbI interactor at 2 BF245400 0.3651 0.0102 -0.0064 0.3996 0.0093 -0.0082 0.1042 -0.278 0.0814 -0.3799
225129_ AWl 7057 at copine ll 1 -0.1784 -0.1485 0.0284 0.5538 -0.1336 0.1188 -0.1786 0.4764 -0.1136 0.5302
225142_ KIAA1718 AW29402 at protein 2 -0.5924 0.1681 0.0162 0.1504 0.1491 -0.1325 0.0046 -0.0123 -0.0283 0.1323 hypothetical
225149_ protein at FLJl 1305 AU144029 0.2146 0.1106 0.0526 0.5681 0.1011 -0.0899 0.177 -0.472 0.1181 -0.5511
225155_ chromosome 6 at open reading BG339050 0.3738 -0.1951 0.1926 0.0529 -0.1847 0.1642 -0.0375 0.0999 0.0105 -0.0492
frame 160 tetratricopeptid 225178_ e repeat at domain 14 W73788 0.3732 -0.0049 -0.0476 0.3281 -0.0044 0.0039 0.0831 -0.2215 0.0665 -0.3101 musashi
225237_ homolog 2 s_at (Drosophila) BF435123 0.2565 0.0209 0.1532 0.4692 0.0189 -0.0168 0.1208 -0.3221 0.0963 -0.4496
225262_ FOS-like at antigen 2 AI670862 -0.5187 0.0917 0.0487 0.2465 0.0811 -0.0721 -0.0395 0.1054 -0.0476 0.2221 polyribonucleo
225291_ tide at nucleotidyltran AI967971 -0.2791 0.415 -0.212 0.6131 0.387 -0.344 0.2578 -0.6874 0.1153 -0.5379
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score sferase 1
4- ADP-
225347_ ribosylation at factor-like 1OB AL520984 -0.7875 0.1311 0.073 0.3969 0.1113 -0.0989 -0.0743 0.1981 -0.074 0.3454 heterogeneous nuclear
225385_ ribonucleoprot AW27381 s_at ein L-like 1 - -00..44112255 0.2502 -0.0049 0.2346 0.2368 -0.2105 0.1393 -0.3715 0.0463 -0.2159
RNA pseudouridylat
225398_ e synthase 5.00E- -4.00E- at domain AL580514 0.2729 04 0.0864 0.3675 04 0.0904 -0.241 0.0755 -0.3526
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score containing 4 * 225415_ deltex 3-like
J- at (Drosophila) AA577672 -0.5874 0.3782 -0.0947 0.3082 0.3465 -0.308 0.176 -0.4694 0.0548 -0.2557
225457_ DKFZP564I11 s_at 71 protein BF528646 0.331 0.0297 -0.0349 0.3889 0.0276 -0.0245 0.109 -0.2905 0.0801 -0.3737
225458_ DKFZP564I11 at 71 protein BF528646 0.1882 0.0545 0.1035 0.4403 0.0503 -0.0448 0.1272 -0.3391 0.0913 -0.4259 hypothetical
225466_ protein at FLJ36874 BG291961 -0.5321 0.2394 0.0452 -0.13 0.2168 -0.1927 0.095 -0.2534 0.0243 -0.1132
225468_ hypothetical at protein AI761804 -0.4313 0.2527 -0.0454 0.1829 0.2358 -0.2096 0.1092 -0.2913 0.0351 -0.1637
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
3 4 10 11 12 13
Representa Healthy tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score
FLJ36874
225496_ synaptotagmin-
'Jl s_at Iike 2 N21426 0.5084 -0.1309 0.0902 -0.265 -0.1176 0.1046 0.0349 -0.0932 0.0516 -0.2409 dehydrogenase/ reductase
225503_ (SDR family) at X-linked AL547782 -0.4413 -0.0239 0.3127 0.2204 -0.0219 0.0195 -0.0614 0.1636 -0.044 0.2052 protein phosphatase 4,
225519_ regulatory at subunit 2 AA206408 -0.5497 0.1287 -0.0118 0.2383 0.1142 -0.1015 -0.0275 0.0733 -0.0457 0.2134
225525 KIAA1671 AB051458 0.1104 0.1191 0.1753 0.1064 -0.0946 0.1814 -0.4837 0.1242 -0.5797
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein 0.6009
£ 225557_ AXINl up- at regulated 1 AI091372 -0.6935 0.2913 0.0054 0.0628 0.2626 -0.2334 0.0932 -0.2485 0.0115 -0.0537 Hypothetical
225599_ protein AW30330 s_at LOC286144 0 -0.3441 0.0305 -0.098 0.3698 0.0276 -0.0246 -0.0864 0.2303 -0.0749 0.3493 Hypothetical
225603_ protein s__at LOC286144 BE962119 -0.4162 -0.01 -0.0317 0.4888 -0.0087 0.0078 -0.1324 0.3531 -0.0979 0.4567 UDP-
225612_ GlcNAc:betaG -9.00E- s at al beta-l,3-N- BE672260 -0.7299 0.2231 -0.0671 0.2267 0.1958 -0.174 04 0.0025 -0.0419 0.1958
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score acetylglucosam myitransrerase
5 hypothetical
225615_ protein - at LOC126917 AK024480 0.2896 0. 0072 0 .1102 0.4258 0.0067 -0.0059 0.1084 -0.289 0.0876 -0.409 zinc finger and
225629_ BTB domain s_at containing 4 AI669498 0.3195 -0 .0094 0 .1491 -0.45 -0.0084 0.0074 0.1112 -0.2964 0.0914 -0.4263
RAB43,
225632_ member RAS s at oncogene BE736242 -0.6056 0. 1461 0 .0308 0.2088 0.1287 -0.1144 -0.0167 0.0445 -0.0395 0.1845
Table 6: Group of 1645 g enes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score family
4- signal
90 transducer and activator of
225636_ transcription 2, at 113kDa H98105 -0.4254 0.3567 -0.1175 0.3969 0.3368 -0.2994 0.1928 -0.5142 0.0754 -0.3518 ubiquitrn-like, containing PHD and
225655_ RING finger at domains, 1 AK025578 -0.3642 0.0911 -0.1343 0.2641 0.0858 -0.0763 -0.0458 0.122 -0.0541 0.2523
225661 interferon AA811138 -0.6664 0.1926 0.0272 0.1512 0.1703 -0.1514 0.0105 -0.0281 -0.0283 0.1319
Table 6: Group of 1645 genes that are differentially expressed in healthy "donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score at (alpha, beta and omega) receptor 1 CDC42 effector protein
225685_ (Rho GTPase at binding) 3 AI801777 -0.6313 0.1464 0.0749 0.1921 0.1266 -0.1125 -0.0117 0.0312 -0.0356 0.1663 CDNA FLJ34013 fis, clone
225710_ FCBBF200211 at 1 H99792 -0.5588 0.2743 -0.0949 0.0606 0.249 -0.2213 0.0854 -0.2277 0.0111 -0.0518
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
225712_ AW02456 at 3 0.1982 0.0214 0.125 0.3828 0.02 -0.0177 0.1053 -0.2809 0.0795 -0.371
O nuclear receptor subfamily 1,
225768_ group D, at member 2 AI761621 0.2271 0.0772 0.0343 0.4746 0.0709 -0.063 0.1387 -0.3698 0.0982 -0.4581
225782_ AW02733 at — 3 -0.207 -0.0081 -0.2154 0.4437 -0.0075 0.0067 -0.119 0.3174 -0.0922 0.4301
225792_ Hook homolog at 1 (Drosophila) AA618420 0.2798 -0.0112 0.1713 0.4252 -0.0102 0.0091 0.103 -0.2747 0.0871 -0.4066
225796 PX domain AI684747 -0.4713 0.0613 -0.0203 0.3448 0.0541 -0.0481 -0.0727 0.1939 -0.0676 0.3155
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at containing serine/threonin e kinase thyrotrophic
225840_ embryonic at factor AA779795 0.4806 -0.1285 0.0461 0.2002 -0.1185 0.1054 0.0182 -0.0486 0.0398 -0.1856 breast cancer
225864 membrane at protein 101 AL039862 0.1515 0.1063 0.0839 0.5213 0.0968 -0.086 0.157 -0.4186 0.1079 -0.5037
225866 brix domain at containing 1 AA976536 0.1692 0.0753 0.1994 0.5683 0.0683 -0.0607 0.1612 -0.4299 0.118 -0.5507
225897_ Myristoylated AI709406 -0.68 0.3998 -0.0445 -0.318 0.3626 -0.3223 0.184 -0.4906 0.056 -0.2613
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at alanine-rich protein kinase C substrate chromosome 17 open
225929. reading frame s at 27 AA233374 -0.3999 0.3359 -0.2209 0.2681 0.3181 -0.2827 0.1591 -0.4243 0.0505 -0.2355 chromosome 17 open
225931_ reading frame s_at 27 AI954660 -0.3605 0.3752 -0.2808 0.3562 0.3558 -0.3163 0.1872 -0.4991 0.0662 -0.3088
225935 FP6778 AI350995 -0.3123 -0.129 0.1575 0.5163 -0.1128 0.1002 -0.1713 0.4567 -0.1031 0.481
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at
4- Ul eukaryotic
(*) translation
225940_ initiation factor at 4E member 3 BE465037 -0 .6522 0 .186 0.0126 0.1681 0.1625 -0.1445 0.0046 -0.0123 -0.0311 0.1452
225954_ -8 .00E- 7.00E- s_at midnolin AL512725 -0 .2783 04 -0.0103 0.3008 04 -0.0768 0.2047 -0.0616 0.2873 transporter 2,
ATP-binding cassette, sub¬
225973_ family B at (MDR/TAP) AA573502 -0 .3496 0. 2589 -0.0471 0.2824 0.2441 -0.217 0.1349 -0.3596 0.0552 -0.2578
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
226003_ kinesin family £ at member 21A AB051495 0.2757 0.0074 0.1353 0.4361 0.0069 -0.0061 0.1104 -0.2944 0.0901 -0.4205 disrupted in 226026_ renal at carcinoma 2 AI147467 -0.3665 -0.0534 0.1635 0.3652 -0.0475 0.0422 -0.1066 0.2844 -0.0726 0.339
Murine retrovirus
226047_ integration site at l homolog N66571 -0.4595 0.0511 0.0194 0.3215 0.0461 -0.041 -0.0699 0.1863 -0.0641 0.2989 slingshot
226080_ homolog 2 at (Drosophila) BE676214 -0.4658 0.0371 0.0162 0.3686 0.0325 -0.0289 -0.0837 0.2233 -0.0724 0.3378
Table 6: Group of 1645 genes that are differentially expressed in healthy donors* SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score
Chromobox homolog 5
(HPl alpha 226085_ homolog, at Drosophila) AA181060 0.4775 -0.168 0.0891 0.1329 -0.1552 0.1379 -0.009 0.0241 0.0261 -0.1217 elongation factor, RNA
226099_ polymerase II, at 2 AI924426 -0.3232 0.1742 -0.1574 0.0222 0.1646 -0.1463 0.0399 -0.1065 -0.0044 0.0207
TRAF-
226117_ interacting at protein with a AA195074 -0.4283 0.2729 -0.0467 0.2385 0.2548 -0.2265 0.131 -0.3493 0.0456 -0.2126
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients .(lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score forkhead-
4- associated domain hypothetical
226121_ protein at MGC23280 AI076793 -0.552 0.1492 -0.0456 0.2185 0.1347 -0.1198 -0.0176 0.0469 -0.0424 0.1979
226155_ at KIAA1600 AB046820 -0.4905 0.0645 -0.0015 0.3381 0.0564 -0.0501 -0.0696 0.1856 -0.0657 0.3066
226169_ SET binding AW27657 at factor 2 2 -0.5246 0.1936 -0.0366 0.0629 0.1759 -0.1564 0.0332 -0.0885 -0.012 0.0559
226179_ at FP15737 N63920 -0.4683 0.0557 0.0472 0.2919 0.0499 -0.0444 -0.0609 0.1623 -0.0577 0.2691
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Homo sapiens, clone
-4
226203_ IMAGE:52998 at 88, mRNA AA868896 0.2988 -0.0157 -0.0444 0.2252 -0.0149 0.0132 0.0541 -0.1444 0.0465 -0.2171
226218_ Interleukin 7 at receptor BE217880 0.3437 0.022 0.1687 0.5777 0.0196 -0.0174 0.1498 -0.3995 0.1182 -0.5516 pleckstrin homology domain containing,
226247_ family A at (phosphoinositi AI346026 0.3505 -0.0343 0.1361 0.4031 -0.0309 0.0274 0.0946 -0.2523 0.0815 -0.3802
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score de binding
Ul specific) member 1 226254_ s_at KIAA1430 AI912523 0.2786 0.0228 0.1393 0.4839 0.0206 -0.0183 0.126 -0.336 0.0993 -0.4632
226259_ SEC15-like 1 at (S. cerevisiae) AL137438 -0.6454 0.1566 -0.0815 0.3302 0.136 -0.1209 -0.0438 0.1167 -0.0623 0.2906 jun
226267 dimerization at protein 2 AA716425 -0.3388 0.0239 -0.0177 0.3046 0.0219 -0.0194 -0.0709 0.1891 -0.0616 0.2877
226272_ Full length - at insert cDNA N25986 0.3775 -0.0246 0.1605 0.4804 -0.0222 0.0197 0.1149 -0.3063 0.0977 -0.4559
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score clone ZD79H10 likely ortholog of mouse TORC2- specific protein
226310_ AVO3 (S. at cerevisiae) AI743511 -0.4465 0.2702 -0.1401 0.1226 0.2535 -0.2254 0.097 -0.2586 0.0234 -0.1093 Full-length cDNA clone
226311_ CS0DI014YH2 at 1 of Placenta BF058422 -0.2581 -0.0214 -0.3069 0.6202 -0.0194 0.0173 -0.1535 0.4093 -0.1289 0.6014
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Cot 25- normalized of o Homo sapiens (human) transcription elongation
226388_ factor A (SII), at 3 AI675780 0.287 -0.012 0.0499 0.3137 -0.0112 0.01 0.0767 -0.2045 0.0647 -0.3019 ankyrin repeat and BTB
226442_ (POZ) domain at containing 1 H06267 -0.2152 -0.0275 0.0516 0.2467 -0.0259 0.0231 -0.068 0.1814 -0.051 0.238
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Solute carrier family 39 (zinc
226444_ transporter), - at member 10 A AII770000447766 00..44339977 - -00..00661144 00..00772288 00..33662233 -0.057 0.0506 0.0775 -0.2067 0.0739 -0.345 phosphoinositi de-3 -kinase
226459_ adaptor protein AW57575 at 1 4 - -00..553344 00..22663366 --00..00559955 00..00991188 0.2402 -0.2135 0.0903 -0.2408 0.017 -0.0792 transmembrane
226489_ and coiled-coil at domains 3 BG177562 -0.4622 0.1115 0.0171 0.1656 0.1021 -0.0907 -0.0138 0.0369 -0.0327 0.1526
226497 Fms-related AA149648 -0.2556 0.0385 -0.0365 0.1975 0.0362 -0.0321 -0.0413 0.11 -0.0405 0.1888
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at tyrosine kinase
1 (vascular endothelial growth factor/vascular permeability factor receptor) branched chain
226517_ aminotransfera at se 1 , cytosolic AL390172 -0.1531 -0.1045 -0.046 0.4818 -0.0964 0.0857 -0.1537 0.4098 -0.1 0.4666
226542_ Full-length at cDNA clone AI300571 -0.6162 0.0861 0.0477 0.3634 0.0745 -0.0662 -0.07 0.1866 -0.0696 0.3246
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
CS0DJ002YF0
2 of T cells
(Jurkat cell line) Cot 10- normalized of
Homo sapiens
(human) hypothetical
226548_ protein at LOCI 12868 AI935915 0.3654 0.0143 0.198 0.6078 0.0129 -0.0115 0.1526 -0.4069 0.1254 -0.5851
226576_ Rho GTPase at activating AI768563 -0.561 0.1161 0.0023 0.2699 0.1013 -0.0901 -0.0388 0.1034 -0.0514 0.2396
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients., and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein 26
Prader-
226587_ Willi/Angelma at n region-1 BE783065 0.4144 -0.0909 0.0438 0.2294 -0.0847 0.0753 0.0367 -0.098 0.0464 -0.2165 chromosome 7 226603_ open reading at frame 6 BE966604 -0.6921 0.4861 -0.1438 -0.44 0.4509 -0.4008 0.2373 -0.6328 0.0771 -0.3599
Transforming growth factor, - beta receptor 226625_ III (betaglycan, AWl 9369 at 30OkDa) 0.3586 -0.0484 0.2193 -0.454 -0.0433 0.0385 0.1031 -0.2748 0.0915 -0.4272
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical
*j 226682 protein AW00618 at LOC283666 5 0.3003 0.0105 0.1816 0.5141 0.0094 -0.0083 0.1302 -0.3471 0.1052 -0.4909 hypothetical
226702_ protein at LOC129607 AI742057 -0.897 0.7298 -0.2344 0.7901 0.6819 -0.6061 0.3956 -1.0549 0.1309 -0.6107
O- acyltransferase
(membrane
226726_ bound) domain at containing 2 W63676 -0.464 0.0504 0.0074 0.3399 0.0446 -0.0396 -0.073 0.1947 -0.0669 0.3122
226733 6- AA587884 -0.3815 -0.0363 -0.0508 0.5413 -0.033 0.0293 -0.1434 0.3823 -0.1115 0.5202
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at phosphofructo-
2- kinase/fructose
-2,6- biphosphatase
2 interferon- induced protein with
226757_ tetratricopeptid at e repeats 2 AA131041 -0.8553 0.6201 -0.2297 0.5456 0.5733 -0.5096 0.299 -0.7974 0.09 -0.42
226771 ATPase, Class AB032963 0.1451 0.01 0.322 0.009 -0.008 0.1245 -0.3319 0.0998 -0.4658
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at I, type 8B, 0.4871 member 2
-4 syntaxin
226794_ binding protein at 5 (tomosyn) AI825998 -0.434 0.1053 -0.0346 0.2026 0.0961 -0.0854 -0.0243 0.0649 -0.0401 0.187
226830_ x at LOC440309 BG339245 -0.303 0.2328 -0.1087 0.2019 0.2246 -0.1996 0.1178 -0.3143 0.0408 -0.1903 regulatory factor X, 2 (influences
226872_ HLA class II at expression) AK024288 -0.3785 -0.073 0.0736 0.5163 -0.0655 0.0582 -0.1505 0.4012 -0.1051 0.4905
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score nuclear g. ubiquitous casein kinase and cyclin- dependent 226880_ kinase at substrate AL035851 0.289 0.013 0.0905 0.4215 0.0118 -0.0105 0.1102 -0.2939 0.0863 -0.4027 leucine rich
226884_ repeat neuronal at 1 N71874 -0.6045 0.1138 0.0624 0.2634 0.1048 -0.0932 -0.0389 0.1038 -0.0525 0.2451
226905_ hypothetical at protein BG036514 -0.0214 -0.2823 0.286 0.4995 -0.2606 0.2316 -0.1979 0.5276 -0.0982 0.4582
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
MGC45871 acid
226925_ phosphatase- AW06972 at Iike 2 9 -0.1771 -0.0735 -0.0406 0.4187 -0.0673 0.0598 -0.1216 0.3243 -0.0862 0.4024
226968_ kinesin family at member IB AK023184 -0.3786 -0.0151 -0.0671 0.4976 -0.0133 0.0118 -0.1289 0.3437 -0.1004 0.4685
Nuclear factor of activated T- cells, cytoplasmic,
226991_ calcineurin- - at dependent 2 AA489681 0.1765 0.073 0.1199 0.4931 0.0688 -0.0612 0.1492 -0.398 0.1037 -0.484
Table 6: Group of 1645 genes that are differentially expressed ήi healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
227030_ Putative 0RB3 at gene, 5' BG231773 0.2648 0.026 0.1564 0.4946 0.0242 -0.0215 0.1312 -0.3498 0.1031 -0.4813
O
227077_ zinc finger at protein 286 BF432238 0.389 -0.0756 0.1452 0.3417 -0.069 0.0614 0.0656 -0.1748 0.0688 -0.3213
227088_ at — BF221547 0.368 0.0355 -0.3024 -0.185 0.0331 -0.0294 0.0572 -0.1524 0.0375 -0.1748
Inhibin, beta A
(activin A, activin AB
227140_ alpha at polypeptide) AI343467 -0.3073 0.0338 -0.2707 0.4891 0.0312 -0.0277 -0.1205 0.3214 -0.1009 0.4709
227198_ Lymphoid AW08550 0.4613 -0.062 -0.0237 - -0.0579 0.0515 0.0568 -0.1516 0.0592 -0.2761
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupps score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at nuclear protein 0.2902 related to AF4 Scm-like with
227210_ four mbt at domains 2 T65020 0.3349 0.0661 0.0629 0.5841 0.0588 -0.0522 0.1621 -0.4324 0.1198 -0.5593 RNA-binding region (RNPl,
227223_ RRM) at containing 2 BE466173 0.4417 -0.1767 -0.1004 0.1098 -0.1658 0.1474 -0.0766 0.2043 -0.0218 0.1019
227232_ at Enah/Vasp-like T58044 0.6305 -0.0958 0.0785 0.4739 -0.0846 0.0752 0.0958 -0.2553 0.0932 -0.435
227233 tetraspanin 2 AU147132 -0.4384 0.0814 -0.1082 0.3417 0.0744 -0.0661 -0.0648 0.1729 -0.0687 0.3206
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at
$ 227236_ at tetraspanin 2 AI743596 -0.4389 0.0461 -0.0858 0.4147 0.0414 -0.0368 -0.0926 0.247 -0.0832 0.3884
Kringle containing
227250_ transmembrane at protein 1 BF221745 -0.4226 -0.0206 0.1548 0.3442 -0.0188 0.0167 -0.0937 0.2498 -0.0693 0.3235
227261_ Kruppel-like at factor 12 AA020010 0.3228 -0.0078 0.1451 0.4535 -0.0071 0.0063 0.1096 -0.2924 0.0924 -0.4314 hypothetical
227270_ protein at LOC285550 BF593037 -0.4865 0.0966 -0.0282 0.2741 0.0863 -0.0767 -0.0457 0.1217 -0.0536 0.25
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
227297'_ Integrin,alpha
5 at 9 AI479176 -0.1731 -0.0353 -0.2904 0.5533 -0.0324 0.0288 -0.1547 0.4125 -0.1151 0.5369 hairy and enhancer of
227347_ split 4 NM_0211 - x_at (Drosophila) 70 -0.4035 0.5114 -0.265 0.6901 0.4892 -0.4349 0.3205 -0.8547 0.1302 -0.6075 chromosome
16 open
227351_ reading frame - at 52 H06491 0.2518 0.0362 0.0167 0.3738 0.0338 -0.0301 0.1069 -0.2852 0.0774 -0.3612
227356_ CDNA: at FLJ22198 fis, BG499974 -0.4624 0.0751 0.0904 0.1924 0.0677 -0.0602 -0.0298 0.0795 -0.0377 0.1762
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score clone
HRC01218 U 227404_ Early growth s_at response 1 AI459194 -0.6076 0.1134 0.1913 0.1436 0.104 -0.0924 -0.0086 0.023 -0.0283 0.1321
CDNA
FLJ40165 fis, 227425_ clone at TESTI2015962 AI984607 -0.2451 -0.0701 0.0527 0.3902 -0.0644 0.0573 -0.115 0.3067 -0.0801 0.3737
227438_ at alpha-Mnase 1 AI760166 -0.5655 0.1598 -0.1074 0.2638 0.1419 -0.1261 -0.0262 0.07 -0.0504 0.2353
227458 — : - at CD274 antigen AI608902 -0.5357 0.3102 -0.1261 0.1501 0.2899 -0.2577 0.1182 -0.3151 0.0282 -0.1317
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Leukocyte-
-4 derived Ul
227462_ arginine at aminopeptidase BE889628 0.0158 0.1524 -0.0251 0.3984 0.1449 -0.1288 0.1465 -0.3907 0.0829 -0.3867 hypothetical
227466_ protein at LOC285550 BF108695 -0.4347 0.0276 -0.0034 0.3805 0.0241 -0.0214 -0.0907 0.2419 -0.0748 0.3491
227552_ at septin 1 AI003777 0.2515 0.0563 0.0336 0.4433 0.0513 -0.0456 0.1294 -0.345 0.0911 -0.4252 epithelial
227609_ stromal at interaction 1 AA633203 -0.7528 0.6536 -0.2625 0.7094 0.6179 -0.5492 0.3514 -0.9371 0.1218 -0.5683
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(breast)
$ threonyl-tRNA
227611_ synthetase-like at 2 AA442856 0.3237 -0.0151 0.0419 0.3356 -0.014 0.0124 0.0795 -0.2121 0.0687 -0.3205 hypothetical 227686_ protein at BC008322 BE465433 0.4902 0.0015 0.0529 0.5633 0.0013 -0.0011 0.1452 -0.3873 0.1115 -0.5202 suppressor of
227697_ cytokine at signaling 3 AI244908 -0.7263 0.1898 0.0537 0.1953 0.1683 -0.1496 -0.0015 0.0039 -0.0368 0.1718
221169 _ G protein- 3.00E- at coupled AI703476 -0.6681 0.2089 04 0.1355 0.1869 -0.1661 0.0183 -0.0489 -0.0255 0.119
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score receptor 27
4- -4 Poly (ADP- -4 ribose) polymerase 227807_ family, at member 9 AI738416 -0.5875 0.3388 -0.0887 -0.209 0.3104 -0.2759 0.1424 -0.3798 0.0378 -0.1762
Phosphatidylgl 227851_ ycerophosphate s_at synthase AI084056 -0.2705 -0.0208 -0.0815 0.4143 -0.0191 0.017 -0.1138 0.3035 -0.0854 0.3984 hypothetical 227867_ protein at LOC129293 AA005361 0.4163 -0.0388 0.1116 0.4357 -0.0347 0.0309 0.1023 -0.2729 0.0876 -0.4089
Table 6: Group of 1645 genes that are differentially expressed iii healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Cas-Br-M
-4 (murine)
OO ecotropic retroviral
227900_ transforming at sequence b AV70175< 0.0306 0.0192 0.4235 0.0284 -0.0252 0.1118 -0.2982 0.0875 -0.4083
Homo sapiens, clone
227929_ IMAGE:52779 at 45, mRNA AUl 5134 0.0976 0.0317 0.3006 0.0859 -0.0764 -0.0518 0.1381 -0.058 0.2706
227952_ Hypothetical at protein AI580142 0.6298 -0.1245 -0.1617 0.1656 -0.1145 0.1018 0.0112 -0.0297 0.0327 -0.1527
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
FLJ90036 Homo sapiens, clone
IMAGE:52426
227984_ 23, mRNA, at partial cds BE464483 0.3766 -0.013 0.1102 0.4619 -0.0119 0.0106 0.1125 -0.3001 0.0948 -0.4422 Ras protein- specific guanine nucleotide-
228109_ releasing factor at 2 AI912976 0.4473 -0.1117 0.1364 0.2973 -0.1006 0.0894 0.046 -0.1228 0.0585 -0.2731
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical
228152_ protein
O s_at FLJ31033 AK023743 -0.9335 0.495 -0.1977 0.1614 0.4412 -0.3922 0.1681 -0.4481 0.0268 -0.1251
228153_ IBR domain at containing 2 AI953847 -0.4229 0.0404 0.0202 0.3115 0.0361 -0.0321 -0.0682 0.1819 -0.0617 0.2881 Golgi autoantigen,
228174_ golgin at subfamily a, 1 AI832363 0.2159 0.0256 0.1687 0.4545 0.0234 -0.0208 0.1188 -0.3167 0.0938 -0.4379 CDNA
228191_ FLJ33420 fis, at clone AA206016 0.3787 -0.0205 0.023 0.3603 -0.0185 0.0164 0.0875 -0.2334 0.0726 -0.3387
Table 6: Group of 1645 genes that are differentially expressed hi healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
BRACE20200
28 ^ Hypothetical
228195_ protein at MGC13057 BE645119 0.6278 -0.1288 -0.1585 0.1549 -0.114 0.1013 0.0067 -0.0179 0.0294 -0.1374
CDNA
FLJ38931 fis, clone
228209_ NT2NE201318 at 9 AI147033 -0.1282 -0.0504 -0.1647 0.4259 -0.0474 0.0421 -0.1307 0.3484 -0.089 0.4154
228230_ peroxisomal - at proliferator- AL121829 -0.709 0.4306 -0.1029 0.3138 0.3963 -0.3523 0.1901 -0.5068 0.0556 -0.2595
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score activated
4-
OO receptor A interacting complex 285
228245_ AW59432 s_at ovostatin 2 0 0.3838 -0.073 -0.0328 0.1719 -0.069 0.0613 0.0256 -0.0683 0.0352 -0.1641 hypothetical
228298_ protein at MGC 16044 BF056901 0.2147 0.0454 0.1417 0.4801 0.0411 -0.0365 0.1338 -0.3567 0.0989 -0.4614
228304_ Transcribed at locus BE674118 -0.0493 0.2375 -0.0574 0.5269 0.2201 -0.1956 0.1913 -0.5102 0.1069 -0.499
228325 KIAA0146 AI363213 -0.4082 -0.0083 0.1253 0.3247 -0.0075 0.0067 -0.0837 0.2231 -0.0654 0.3051
Table 6: Group of 1645 genes that are differentially expressed in. healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein
4-
OO Nudix
(nucleoside diphosphate linked moiety
228341_ X)-type motif at 16 AI809108 -0.3056 0.0128 -0.1363 0.414 0.0116 -0.0103 -0.1011 0.2696 -0.0842 0.393
SNRPN
228370_ upstream at reading frame BFl 14870 0.42 -0.0578 0.146 0.4221 -0.0525 0.0467 0.0932 -0.2486 0.0854 -0.3988
228390_ Homo sapiens, at clone AA489100 0.2753 0.0515 0.006 0.4287 0.0483 -0.043 0.1216 -0.3243 0.0893 -0.4167
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
IMAGE:52592 * 72, HiRNA
228408_ SDAl domain s_at containing 1 AI738666 0.2671 0.0297 0.089 0.4419 0.027 -0.024 0.118 -0.3146 0.0907 -0.423
228409_ at KIAA1881 T62068 -0.3711 -0.0237 -0.0011 0.4493 -0.0218 0.0194 -0.1243 0.3314 -0.0924 0.4312 hypothetical
228439_ protein AW08382 at BC012330 0 -0.6302 0.3828 -0.0154 0.3524 0.3567 -0.317 0.1907 -0.5085 0.0656 -0.3059
Nuclear factor
228442 of activated T- - at cells, AI770171 0.3316 0.0132 0.2431 0.6131 0.0117 -0.0104 0.1525 -0.4066 0.1257 -0.5868
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score cytoplasmic,
OO calcineurin- Ul dependent 2 solute carrier family 22
(organic cation
228497_ transporter), at member 15 AI279062 -0.453 0.0659 -0.0066 0.3003 0.0589 -0.0524 -0.0587 0.1564 -0.0592 0.2763
6- phosphofructo-
228499_ 2- at kinase/fructose AL038787 -0.4614 0.0537 -0.0483 0.3819 0.0478 -0.0425 -0.0825 0.2201 -0.0759 0.354
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score
-2,6- biphosphatase
4 sterile alpha
228531. motif domain at containing 9 AA741307 -0.6291 0.4843 -0.2175 0.4297 0.454 -0.4035 0.2361 -0.6295 0.0756 -0.3529
Metastasis associated lung adenocarcinom a transcript 1
228582_ (non-coding x at RNA) AI475544 -0.3761 0.2342 0.022 0.2556 0.2234 -0.1986 0.1267 -0.3379 0.0513 -0.2392
Table 6: Group of 1645 genes that are differential] y expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Weakly similar
S 228585 to zinc finger at protein 195 AI301948 -0.3656 0.0033 -0.0676 0.4354 0.003 -0.0026 -0.1085 0.2893 -0.0883 0.4122 Membrane- spanning 4- domains,
228592_ subfamily A, AW47485 at member 1 2 0.2693 0.0372 -0.0685 0.3124 0.0351 -0.0312 0.0865 -0.2307 0.0648 -0.3024 T-S'- oligoadenylate
228607_ synthetase 2, at 69/7IkDa AI651594 -0.3464 0.4273 -0.2092 0.5788 0.4041 -0.3592 0.2556 -0.6816 0.1095 -0.5109
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
RABI l family
*± interacting
00
228613_ protein 3 (class at II) BF183535 0.4531 -0.0941 0.0406 0.2579 -0.0861 0.0766 0.0409 -0.1091 0.0514 -0.2401
XIAP
228617_ associated at factor-1 AA142842 -0.7218 0.6379 -0.2372 0.7241 0.6019 -0.535 0.35 -0.9334 0.1255 -0.5858 leucine-rich
228648_ alpha-2- at glycoprotein 1 AA622495 -0.4747 0.0962 -0.0246 0.2593 0.0875 -0.0777 -0.041 0.1093 -0.0514 0.2398
228674 echinoderm - s at microtubule AA524507 0.4006 -0.1171 -0.042 0.0628 -0.1104 0.0981 -0.0141 0.0377 0.0127 -0.0592
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score associated
OO protein like 4
VO
Serine (or cysteine) proteinase inhibitor, clade
228726_ B (ovalbumin), AW51219 at member 1 6 -0.4535 0.0539 -0.0496 0.3741 0.0474 -0.0422 -0.0807 0.2151 -0.0736 0.3436
228758_ Hypothetical AW26403 at LOC389185 6 -0.5864 0.0549 -0.0167 0.478 0.0478 -0.0425 -0.1076 0.2869 -0.0937 0.4375
228818_ Tumor protein at D52 BFl 10792 0.5007 -0.0231 -0.0113 0.4468 -0.0209 0.0185 0.1076 -0.287 0.0901 -0.4206
Tab] Ie 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Homo sapiens, clone
O
228828_ IMAGE:52159 at 17, mRNA AI761658 0.3745 0.025 0.0148 0.4693 0.0221 -0.0197 0.1278 -0.3409 0.0946 -0.4417
228855_ at — AI927964 0.1797 0.0555 0.1302 0.4596 0.0512 -0.0455 0.1317 -0.3512 0.0954 -0.4453
228866_ Ankyrin repeat at domain 11 BF514864 0.3418 -0.2407 -0.0478 0.3333 -0.2306 0.205 -0.1531 0.4084 -0.0676 0.3153 dachshund
228915_ homolog 1 at (Drosophila) AI650353 -0.4688 0.0073 0.069 0.4002 0.0066 -0.0058 -0.1022 0.2726 -0.0801 0.374
229007_ hypothetical N50864 0.3013 -0.0317 0.1449 - -0.0299 0.0266 0.0883 -0.2354 0.0765 -0.357
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein 0.3676 LOC283788 Transcribed locus, weakly similar to XP_499236.1 LOC442377
229029. [Homo at sapiens] AI745230 0.411 0.0181 -0.0011 0.4734 0.0161 -0.0143 0.1293 -0.3448 0.0956 -0.4464 chromosome 6
229070_ open reading at frame 105 AA470369 0.1552 0.0324 0.2859 0.5228 0.0296 -0.0263 0.1424 -0.3797 0.1083 -0.5052
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (tapus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Homo sapiens, clone
229072_ IMAGE:52592 at 72, mRNA BF968097 0.3524 0.0342 0.0502 -0.505 0.0315 -0.028 0.1332 -0.3551 0.1046 -0.4883
Hypothetical 229101_ protein at LOC150166 AI963142 -0.6171 0.0599 0.0969 0.387 0.0509 -0.0453 -0.0836 0.223 -0.0735 0.3428
CDNA
FLJ44441 fis, clone
229121_ UTERU20202 - at 42 BE857553 0.4209 -0.0946 0.2474 0.4226 -0.086 0.0764 0.082 -0.2187 0.0851 -0.3973
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
229141 WD repeat AW27537
£ at domain 33 9 0.4056 -0.0656 0.11 0.3518 -0.059 0.0524 0.0722 -0.1925 0.0702 -0.3277 polycomb
229194_ group ring at finger 5 AL045882 -0.2369 0.3825 -0.2541 0.5297 0.36 -0.32 0.2328 -0.6209 0.1007 -0.4701
229202_ Pecanex-like 2 at (Drosophila) AI768826 0.247 0.0432 0.177 0.5417 0.039 -0.0347 0.144 -0.384 0.1119 -0.522 cAMP responsive element
229228_ binding protein at 5 AI819043 -0.6048 0.1753 -0.0517 0.2096 0.1574 -0.1399 -0.0087 0.0231 -0.0402 0.1874
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Karyopherin alpha 5
229317_ (importin alpha at 6) BG231980 0.3189 -0.0097 0.0493 0.3522 -0.0089 0.0079 0.0862 -0.2298 0.0717 -0.3344 nuclear ubiquitous casein kinase and cyclin- dependent
229353_ kinase AW51544 s_at substrate 3 0.4543 -0.052 -0.0067 -0.326 -0.0479 0.0426 0.0694 -0.185 0.066 -0.3081
229373 Transcribed AW13971 -0.3201 0.011 -0.0923 0.3915 0.01 -0.0089 -0.095 0.2533 -0.0796 0.3715
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients-
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at locus 9 hypothetical
229382_ protein AW14927 at LOC284465 0 - -00..66777744 00..00660011 0.1972 0.3523 0.0535 -0.0476 -0.0779 0.2078 -0.0689 0.3213
Staufen, RNA binding protein,
229417_ homolog 2 at (Drosophila) W46994 -0.495 0.1167 0.0119 0.1906 0.1067 -0.0948 -0.0236 0.063 -0.0376 0.1754 interferon-
229450_ induced protein at with AI075407 -0.9219 0.6475 -0.1471 0.6289 0.5898 -0.5243 0.3334 -0.889 0.1027 -0.4792
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score tetratricopeptid
4- e repeats 3 similar to
229452_ RIKEN cDNA at 2600017H02 AL544576 -0.5196 0.0246 0.1571 0.3218 0.0222 -0.0197 -0.0783 0.2089 -0.0638 0.2977
CDNA
FLJ37917 fis, clone
229460_ CTONGl 0001 at 37 A AII992277660055 --00..559988 00..11552244 -0.0518 0.2637 0.1356 -0.1205 -0.028 0.0746 -0.0506 0.236
229521_ hypothetical at protein BE466274 -0.6999 0.2639 0.0597 0.0354 0.2358 -0.2096 0.0759 -0.2025 0.0065 -0.0304
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
FLJ36031
Unc-84
-4
229548_ homolog B (C. at elegans) BG231709 -0.5835 0.1634 -0.0846 0.2508 0.1473 -0.131 -0.0228 0.0607 -0.0485 0.2265
229584_ leucine-rich at repeat kinase 2 AK026776 -0.6031 0.2066 0.0889 0.0112 0.184 -0.1636 0.0561 -0.1496 0.0021 -0.0097
Guanylate
229625_ binding protein at 5 BG545653 -0.3745 0.3586 -0.0813 0.4895 0.3382 -0.3007 0.2168 -0.5782 0.0945 -0.4412
229629_ Transcribed at locus AI923633 0.2222 0.0393 0.1495 0.4792 0.0357 -0.0318 0.1303 -0.3475 0.0989 -0.4613
229694_ WD repeat BF062828 0.4205 -0.1803 0.0639 -0.017 -0.1695 0.1507 -0.042 0.112 0.0034 -0.0157
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at domain 11
VO hypothetical 229770_ protein at FLJ31978 AI041543 -0.5144 0.0408 0.0821 0.3456 0.0363 -0.0322 -0.0775 0.2068 -0.0681 0.3177
Hypothetical 229778_ protein at MGC10946 BE326710 0.4602 -0.104 -0.0254 0.1755 -0.0978 0.087 0.0185 -0.0494 0.0356 -0.1661
COBW domain containing 1 ///
COBW domain
229804_ containing 2 /// AWl 6933 x_at dopamine 3 -0.3897 0.3065 -0.0883 0.3282 0.2898 -0.2576 0.1694 -0.4518 0.0634 -0.296
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score responsive g protein
229817_ zinc finger at protein 608 AI452715 -0.4602 0.0129 -0.1656 0.6023 0.0114 -0.0102 -0.1519 0.405 -0.1225 0.5717 hypothetical
229873_ protein at LOC283219 AI391633 -0.6988 0.1103 0.1234 0.3117 0.0971 -0.0863 -0.0539 0.1437 -0.0598 0.2791
229881_ Kruppel-like at factor 12 R41200 0.5632 -0.0966 0.0582 0.3825 -0.0884 0.0786 0.0747 -0.1991 0.0769 -0.3586
229899_ similar to RPE- s_at spondin AI625235 -0.3491 -0.0774 0.1326 0.4408 -0.0703 0.0625 -0.1295 0.3454 -0.0896 0.418
229934 — Transcribed N39230 -0.4777 0.0055 0.035 0.447 0.0049 -0.0043 -0.1127 0.3006 -0.0893 0.4166
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at locus g chromosome 7
O
230036_ open reading at frame 6 BE669858 -0.6582 0.4969 -0.2067 0.4436 0.4672 -0.4153 0.2407 -0.6419 0.0786 -0.3667
230048_ Transcribed at locus BF061555 -0.4961 0.1562 0.1409 0.0378 0.1432 -0.1273 0.0497 -0.1326 0.0074 -0.0344
230141_ at — AI640594 -0.5631 0.2147 0.044 0.0309 0.196 -0.1742 0.0684 -0.1824 0.0059 -0.0274
230170_ at oncostatin M AI079327 -0.6043 0.1585 0.0752 0.1315 0.1446 -0.1286 0.0078 -0.0208 -0.0256 0.1194
230245_ hypothetical - s — at p rrotein AI926479 0.3673 -0.0415 -0.099 0.1751 -0.0391 0.0347 0.0343 -0.0915 0.0358 -0.1672
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ED Gene Title ID score score score score score 3 score score score score score
LOC283663
O u pro lem- h-i
230252_ coupled AWl 8308 - at receptor 92 0 0. .3502 -0.0468 0.0528 0. 2893 -0.0435 0.0386 0.06 -0.1601 0.059 -0.2755
ST8 alpha-N- acetyl- neuraminide alpha-2,8-
230261_ sialyltransferas - at e 4 AA552969 -0 .5774 0.2574 -0.0087 0. 0791 0.234 -0.208 0.0855 -0.2281 0.0147 -0.0687
230314_ Similar to AW01455 - at hypothetical 7 -0 .1722 0.4046 -0.28 0. 6308 0.3759 -0.3341 0.2582 -0.6884 0.1197 -0.5584
Table 6: Group of 1645 genes that are differential y expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein 628
Ul
O NFAT KJ activating
230322_ protein with at ITAM motif 1 AI492017 -0.4428 0.0336 0.1012 0.2722 0.0302 -0.0269 -0.061 0.1627 -0.054 0.2518
230323_ transmembrane AW24283 s_at protein 45B 6 -0.4232 0.108 0.1689 0.0119 0.1007 -0.0895 0.0334 -0.089 0.0024 -0.0111
230332_ at PRO1550 AA872187 0.4721 -0.242 -0.1074 0.2591 -0.2244 0.1994 -0.1331 0.355 -0.0503 0.2347
230354_ Transcribed at locus BG236273 -0.3735 -0.1584 0.0693 0.743 -0.1426 0.1268 -0.2227 0.5939 -0.1541 0.7192
230416 Solute carrier AI709335 -0.3036 0.0351 -0.1223 0.339 0.0322 -0.0286 -0.0776 0.207 -0.069 0.3218
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at family 18
O (vesicular monoamine), member 2 endothelial differentiation, sphingolipid
G-protein-
230464_ coupled at receptor, 8 AI814092 0.511 -0.0961 0.2597 0.5236 -0.0862 0.0766 0.1041 -0.2776 0.1051 -0.4906
230480_ piwi-like 4 at (Drosophila) AI808955 -0.3971 0.0871 -0.1269 0.3019 0.0804 -0.0715 -0.0564 0.1504 -0.061 0.2847
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
230494
'M at — AI671885 0.2461 -0.018 0.0928 0.2967 -0.0171 0.0152 0.0715 -0.1906 0.0619 -0.2891
Similar to
Chloride intracellular channel protein
4 (Intracellular chloride ion
230543_ channel protein at p64Hl) AI761675 -0.424 0.0402 0.0389 0.2951 0.0376 -0.0334 -0.068 0.1814 -0.0604 0.282
230559_ FYVE, x at RhoGEF and AI277617 -0.3998 0.078 -0.1437 0.3449 0.0713 -0.0634 -0.07 0.1866 -0.0695 0.3242
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
PH domain
O containing 4 Ul
RasGEF
230563_ domain family, at member IA BF446578 -0.4298 0.0795 -0.1334 0.3623 0.0717 -0.0637 -0.0708 0.1888 -0.0723 0.3376
Slingshot
230590_ homolog 2 at (Drosophila) BE675486 0.1145 -0.1983 -0.1249 0.5303 -0.1851 0.1646 -0.1942 0.5179 -0.1094 0.5105
230653_ Transcribed at locus AI469960 0.4582 -0.1175 0.064 0.2236 -0.107 0.0951 0.0281 -0.0751 0.0441 -0.2058
230656_ cirrhosis, 5.00E- s at autosomal AL578336 0.2852 0.0609 04 0.4587 0.0567 -0.0504 0.1325 -0.3533 0.0953 -0.4447
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score recessive IA g (cirhin)
230690_ at tubulin, beta 1 N63244 0.568 -0.107 -0.1412 0.1678 -0.097 0.0862 0.0156 -0.0416 0.0328 -0.1532
Zinc finger
230760_ protein, Y- at linked BF592062 0.4676 -0.2896 0.0839 0.2066 -0.2794 0.2483 -0.1401 0.3735 -0.0411 0.1919
Rho GTPase
230803_ activating s_at protein 24 AI761947 -0.1816 -0.1461 0.0482 0.5315 -0.1352 0.1202 -0.174 0.464 -0.1102 0.5144
230833_ acrosin binding - at protein AI141116 0.6958 -0.071 -0.3406 0.2044 -0.0638 0.0568 0.0351 -0.0937 0.0398 -0.1857
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, arid WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
230860 Transcribed AW66574
Ui
O at locus 8 -0.5259 0.1886 -0.0841 0.1236 0.1725 -0.1533 0.0167 -0.0446 -0.0239 0.1113 -4
230866_ at BE549540 -0.3927 0.3358 0.0458 0.5323 0.3094 -0.275 0.2194 -0.585 0.1024 -0.4776
Slingshot
230970_ homolog 2 at (Drosophila) AA975530 0.1612 -0.2137 -0.0876 0.4871 -0.2028 0.1803 -0.1834 0.4891 -0.1006 0.4696 CCR4-NOT transcription
231005_ complex, at subunit 1 T91195 0.3926 -0.2324 0.0856 0.1301 -0.2213 0.1967 -0.0916 0.2442 -0.0258 0.1204
231093 Fc receptor- BF514552 0.2576 0.0552 0.1007 - 0.0502 -0.0446 0.1401 -0.3736 0.1057 -0.4931
850
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at like protein 3 0.5113
repeat, RNA
231109_ binding protein at 2 R44974 0. 2501 -0.1745 -0 .1234 0 .325 -0.1662 0.1478 -0.1371 0.3656 -0.0667 0.3111
231124_ Lymphocyte - x_at antigen 9 AI524095 0. 3533 -0.0077 0. 2415 0. 5784 -0.007 0.0062 0.138 -0.3681 0.1191 -0.5557
Wiskott-
Aldrich syndrome
231182_ protein - at interacting BF446719 -0 .5517 0.1903 0. 1343 0. 0646 0.1709 -0.1519 0.0673 -0.1794 0.0122 -0.0569
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score protein
O natural killer- tumor
231235_ recognition at sequence AA732581 0.4841 -0.1065 -0.2103 0.0154 -0.0986 0.0876 -0.0242 0.0645 0.0031 -0.0143 similar to mouse
231292_ 1700027M21R at ik gene AI964053 0.3759 -0.1145 0.2553 0.3303 -0.1062 0.0944 0.0515 -0.1374 0.0668 -0.3118
231455_ FLJ42418 at protein AA768888 -0.3217 0.4111 -0.123 0.6442 0.3915 -0.348 0.2866 -0.7641 0.1268 -0.5917
231470 BE138486 -0.2843 0.0138 -0.0383 0.2948 0.0131 -0.0117 -0.0749 0.1996 -0.0612 0.2856
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at « 231472 F-box protein
O at 15 BE464323 0.2452 0.0271 0.0368 0.3619 0.0252 -0.0224 0.1024 -0.2729 0.0748 -0.3491 chromosome 11 open
231530_ reading frame s at 1 BG150085 0.2241 0.0744 0.1233 0.5496 0.0669 -0.0594 0.1571 -0.4189 0.1134 -0.5294 guanylate binding protein 1, interferon-
231577_ inducible, AW01459 s at 67kDa 3 -0.4544 0.4695 -0.1317 0.6539 0.4412 -0.3921 0.2897 -0.7725 0.1224 -0.5712
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
X (inactive)-
« 231592_ specific at transcript AV646335 -0.4446 0.2666 -0.007 0.2432 0.2528 -0.2247 0.1566 -0.4175 0.0478 -0.2232
231597_ x_at AI371550 0.8218 -0.3195 -0.2971 0.2858 -0.2882 0.2561 -0.1617 0.4311 -0.0532 0.2484 231662_ at Argmase, liver AV652232 -0.3335 0.0019 -0.1199 0.4563 0.0017 -0.0015 -0.1193 0.3182 -0.0946 0.4414
231688_ Transcribed AW33783 at locus 3 -0.6812 0.0631 -0.409 0.9321 0.0521 -0.0463 -0.2155 0.5748 -0.1846 0.8614 cysteinyl
231747_ leukotriene NM_0066 at receptor 1 39 -0.3836 0.3556 -0.0111 0.5397 0.3293 -0.2927 0.2236 -0.5962 0.1032 -0.4817
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score
231769 at F-box protein 6 AF129536 -0.6374 0.3262 -0.0108 0.1984 0.3015 -0.268 0.1347 -0.3591 0.037 -0.1727 calcium/cahno dulin- dependent protein kinase
231793_ (CaM kinase) s_at IIdelta AA448956 0.3007 0.0203 0.0389 0.4034 0.0188 -0.0167 0.1055 -0.2814 0.0831 -0.388
231798_ at Noggin AL575177 0.6751 -0.1697 0.1076 0.3513 -0.1534 0.1363 0.0459 -0.1223 0.0686 -0.3203
231840_ x at AK000803 0.1806 0.1244 -0.0402 0.4804 0.1155 -0.1027 0.1544 -0.4116 0.0996 -0.4648
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
231886 Hypothetical
<2 at LOC388572 AL137655 -0.0518 -0.168 0.005 0.4969 -0.1574 0.1399 -0.1717 0.4579 -0.1032 0.4815
MRNA; cDNA
DKFZp586O0
clone
231929_ DKFZp586O0 at 724) AI458439 0.256 0.1023 0.0796 0.6149 0.0936 -0.0832 0.1787 -0.4765 0.1284 -0.5992
231956_ at KIAA1618 AA976354 -0.3284 0.2996 -0.2743 0.1942 0.2864 -0.2546 0.1233 -0.3288 0.0377 -0.1757
232014_ zinc ringer at protein 30 AI700188 0.4464 -0.1106 0.1323 0.2954 -0.1014 0.0902 0.0449 -0.1199 0.0591 -0.2756
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(KOX 28) hypothetical
232034_ protein at LOC203274 AL117607 -0.5864 0.1873 -0.0403 0.1474 0.1693 -0.1505 0.0102 -0.0272 -0.0282 0.1316
232058_ Actinin, alpha at 4 AU158358 0.4098 -0.2804 -0.098 0.4172 -0.2626 0.2334 -0.1828 0.4875 -0.0823 0.3839 phenylalanine- tRNA
232063_ synthetase-like, AW02461 x_at beta subunit 7 0.4525 -0.1299 0.157 0.2741 -0.1216 0.1081 0.0366 -0.0976 0.0555 -0.2589 232068_ toll-like s at receptor 4 AF177765 -0.7321 0.3226 -0.0277 0.0745 0.2925 -0.26 0.101 -0.2694 0.0136 -0.0635
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Chromosome 2
« 232071 open reading
Ul at frame 3 BF670827 0.3947 -0.0356 -0.2257 0.0971 -0.0335 0.0298 0.0161 -0.043 0.0198 -0.0922 EST from
232081. clone 208499, at full insert AL355688 -0.6311 0.194 -0.0211 0.1574 0.1786 -0.1588 0.01 -0.0265 -0.0307 0.1432 neutral sphingomyelin ase (N-SMase) activation
232149. associated s at factor BF056507 -0.3975 0.1923 -0.1412 0.0354 0.1792 -0.1593 0.0395 -0.1054 -0.0069 0.0323
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
TNFAIP3 2 232160_ interacting s_at protein 2 AL137262 -0.5019 0.0855 0.1107 0.1861 0.0783 -0.0696 -0.027 0.072 -0.0369 0.1723
Pellino
232213_ homolog 1 at (Drosophila) AU147506 -0.4998 0.1507 -0.0144 0.1304 0.1374 -0.1221 0.0052 -0.014 -0.0254 0.1183 chromosome
18 open 232222_ reading frame - at 49 AK000229 -0.6397 0.506 -0.1619 0.5302 0.4737 -0.4211 0.2848 -0.7594 0.0942 -0.4395
232264_ E3 identified at by differential AK022204 0.4108 -0.2172 -0.205 0.3507 -0.2016 0.1792 -0.1538 0.4101 -0.0695 0.3244
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score display
CΛ Lymphoid
232286_ nuclear protein at related to AF4 AA572675 0.4844 -0.1428 -0.1066 0.0189 -0.1322 0.1175 -0.0325 0.0866 0.0037 -0.0174
232303_ zinc finger at protein 608 AB033107 -0.141 -0.0666 -0.1831 0.5002 -0.0619 0.0551 -0.1467 0.3913 -0.1045 0.4876
232315_ Zinc finger- at like AU149712 0.2541 0.0125 0.0086 0.3052 0.0118 -0.0105 0.0827 -0.2204 0.0631 -0.2947
START
232322_ domain x_at containing 10 D60944 -0.4323 0.0856 0.0609 0.1614 0.0798 -0.071 -0.0199 0.053 -0.0326 0.152
232375_ Signal AI539443 -0.4576 0.3182 -0.0668 - 0.2974 -0.2643 0.1621 -0.4322 0.0585 -0.2728
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at transducer and 0.3097 activator of
QO transcription 1,
9IkDa solute carrier family 5
(sodium/glucos e
232378_ cotransporter), at member 9 AI767388 -0.4688 0.0431 -0.1999 0.5639 0.0387 -0.0344 -0.1363 0.3635 -0.1147 0.5354
232392_ Splicing factor, at arginine/serine- BE927772 0.3158 0.0328 -0.1277 -0.292 0.0307 -0.0273 0.0873 -0.2328 0.06 -0.2798
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score rich 3 hypothetical
S 232489_ protein at FLJl 0287 AKOOl 149 0.5911 -0.1489 -0.0922 0.1272 -0.137 0.1218 -0.0056 0.0149 0.025 -0.1166
232563_ zinc finger AW27501 at protein 684 6 -0.5066 0.315 -0.1719 0.1491 0.3022 -0.2687 0.1265 -0.3372 0.0291 -0.1358
232599_ SEC15-like 1 at (S. cerevisiae) AF220217 -0.1872 -0.0329 -0.1786 0.4539 -0.0306 0.0272 -0.1316 0.351 -0.0945 0.4411 chromosome Y
232618_ open reading at frame 15A AF332224 0.5126 -0.3144 0.1254 0.1861 -0.3012 0.2677 -0.1318 0.3515 -0.0363 0.1695
232629 prokineticin 2 AF182069 -0.7021 0.1909 0.0688 0.1529 0.1711 -0.1521 0.0097 -0.0259 -0.0291 0.1356
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at
2'-5'- oligoadenylate
232666_ synthetase 3, at 10OkDa R13458 -0.4149 0.3893 -0.129 0.4835 0.3694 -0.3284 0.2249 -0.5997 0.0925 -0.4316
Homo sapiens, clone
232726_ IMAGE:51942 at 04, mRNA AK024956 0.2462 -0.2241 -0.0989 0.4375 -0.2099 0.1866 -0.1701 0.4535 -0.0885 0.4128
Spi-B
232739_ transcription at factor (Spi- AK025419 0.4207 -0.1176 -0.0122 -0.111 -0.1116 0.0992 -0.0017 0.0045 0.0226 -0.1054
Table 6: Group of 1645 genes that are differentially expressed in healthy donors j, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
1/PU.l related)
'Jl κ> cnromosome o
232777_ open reading s_at frame 118 AI206615 -0.353 0.049 -0.0066 0.2419 0.0458 -0.0407 -0.0516 0.1375 -0.0494 0.2306 peroxisomal proliferator- activated receptor A
232787_ interacting at complex 285 AK023724 -0.2015 0.2442 -0.0231 -0.42 0.2302 -0.2046 0.1684 -0.449 0.0845 -0.3943
232876_ CDNA: at FLJ21881 fis, AK025534 -0.3844 -0.019 -0.1469 0.5906 -0.0166 0.0148 -0.1554 0.4143 -0.1201 0.5603
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score clone 3 HEP02746 κ>
232914_ synaptotagmin- s_at like 2 AB046817 0.3536 -0.0199 0.0637 0.3749 -0.0179 0.0159 0.0904 -0.2411 0.0756 -0.3529
233072_ at netrin G2 AI348745 -0.7776 0.3097 -0.1671 0.1414 0.2743 -0.2438 0.0426 -0.1135 -0.0255 0.1189 thioesterase
233126_ domain s_at containing 1 AK001844 -0.3098 -0.0387 -0.3603 0.7715 -0.034 0.0303 -0.2137 0.5698 -0.1596 0.7447
Neural
233223_ precursor cell at expressed, AK000850 0.0228 -0.1431 -0.1059 0.4601 -0.1335 0.1187 -0.1598 0.4261 -0.0953 0.4447
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score developmentall y down- regulated 9 phosphatase and tensin homolog (mutated in multiple
233254_ advanced x_at cancers 1) AU144828 -0.3346 0.0383 -0.1143 0.355 0.035 -0.0311 -0.0824 0.2198 -0.0721 0.3364 233302_ B-cell at CLL/lymphom AU146285 0.6462 -0.1745 0.0308 0.2343 -0.156 0.1387 0.0154 -0.0411 0.0448 -0.209
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score a HB (zinc
K> finger protein) zinc finger,
233425_ CCHC domain at containing 2 AU147903 -0.6659 0.5438 -0.2601 -0.509 0.5203 -0.4625 0.3058 -0.8155 0.0917 -0.4277 signal-induced proliferation-
233587_ associated 1 s_at like 2 A AKK002222885522 --00..55009977 00..116677 -0.1152 0.1943 0.153 -0.136 -0.0068 0.0181 -0.038 0.1773
CDNA:
233591_ FLJ23098 fis, at clone AK026751 -0.4012 0.3244 -0.1839 0.2718 0.3106 -0.2761 0.1526 -0.4071 0.0527 -0.2461
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
LNG07440
^ 233819 zinc finger
'Jl s at protein 294 AK023499 0.4875 -0.144 -0.1545 0.0274 -0.1358 0.1207 -0.0451 0.1202 -0.0055 0.0256 Rho GTPase
233849_ activating s at protein 5 AK023014 0.1743 0.0611 0.0545 0.3961 0.0572 -0.0509 0.1144 -0.3052 0.0824 -0.3847 chromosome 17 open
233880_ reading frame at 27 AL161961 -0.4405 0.3304 -0.1022 0.3258 0.3095 -0.2751 0.166 -0.4426 0.0612 -0.2857
233955_ x at CXXC finger 5 AK001782 0.3946 -0.0705 0.0376 0.2574 -0.0652 0.058 0.0502 -0.134 0.052 -0.2428
Table 6: Group of 1645 genes that are differentially expressed in healthy donors^ SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Mitogen-
Ul K> activated protein kinase kinase kinase 7
233957_ interacting at protein 2 ALl 17426 0.36 -0.0185 -0.0338 0.2913 -0.0171 0.0152 0.0688 -0.1835 0.0593 -0.2767 butyrate-
234000_ induced s_at transcript 1 AJ271091 0.3455 -0.028 0.1093 0.3889 -0.0257 0.0228 0.089 -0.2372 0.0794 -0.3706
234032_ at PRO1550 AF119847 0.4554 -0.2139 -0.1124 0.2065 -0.1995 0.1773 -0.1142 0.3046 -0.0405 0.1892
234151 CUG triplet AK024629 0.3808 -0.1729 -0.0973 0.1599 -0.1659 0.1474 -0.0853 0.2276 -0.0326 0.1522
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
3 4 5 8 9 10 11 12 13
Representa Healthy tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score at repeat, RNA
Ui κ> binding protein
2
CDNA:
FLJ22748 fis,
234186_ clone at KAIA0249 AK026401 0.4368 -0.065 0.009 0.2882 -0.0596 0.053 0.0568 -0.1514 0.0579 -0.2702 glioma tumor suppressor
234339_ candidate s_at region gene 2 AF296124 0.44 -0.0662 0.0169 0.2961 -0.06 0.0533 0.0591 -0.1575 0.059 -0.2754
234344 RAP2C, AF093744 -0.3355 0.2402 -0.0706 0.228 -0.2027 0.1181 -0.315 0.0444 -0.2072
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at member of 0.2247
RAS oncogene family
TCRAVNl mRNA for T- cell receptor
234396_ alpha-chain V at region AE000660 0.216 0.0687 0.0114 0.4182 0.0637 -0.0566 0.1235 -0.3292 0.0866 -0.4041
Chemokine-
234562_ like factor -5.00E- x_at super family 8 AKOOOl 15 0.4115 -0.0697 -0.2526 0.0025 -0.0657 0.0584 -0.019 0.0506 04 0.0023
234644 CDNA: AK026079 -0.3992 0.0946 0.0034 0.1584 0.0879 -0.0781 -0.0159 0.0424 -0.0318 0.1484
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients,, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at FLJ22426 fis, clone
VO
HRC08780
CDNA:
FLJ23566 fis,
234675_ clone x at LNG10880 AK027219 0.3946 -0.0367 -0.261 0.0601 -0.0336 0.0299 0.0065 -0.0172 0.0119 -0.0556
CDNA:
FLJ21228 fis,
234723_ clone x_at COL00739 AK024881 0.4848 -0.1077 -0.3361 0.108 -0.0972 0.0864 -0.0574 0.153 -0.021 0.0979
234744 KRMPl AB033338 0.2691 -0.0198 -0.2903 0.0532 -0.0186 0.0165 -0.0194 0.0517 -0.0108 0.0505
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score x at mRNA for mitotic
O kinesin-related protein, partial cds, alternative exon sequence. Ig lambda chain V-region (VL-AIG) /// Immunoglobuli
234764_ n lambda x at variable 3-21 U96394 0.1067 0.1522 -0.3201 0.2082 0.1458 -0.1296 0.0935 -0.2493 0.0427 -0.1994
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
T-cell antigen
Ul receptor beta chain /// T cell receptor V beta6-D-J /// T
234883_ cell receptor V- x_at beta 6 M97943 0.1182 0.0571 0.2757 0.5404 0.0517 -0.046 0.1492 -0.3977 0.1116 -0.521 chromosome 6
234897_ open reading s_at frame 21 AF129756 0.4228 - -00. .00777744 - -00. .11442222 0 0. .00995511 - -00..00772266 0 0. .00664466 0.0044 -0.0116 0.0192 -0.0897
234970_ membrane -1 .00E- - 1 .00E- at targeting AI741469 0.3294 04 0. 0584 0 .3975 04 0.0992 -0.2646 0.0817 -0.3815
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(tandem) C2 domain
Is) containing 1 chromosome
13 open
234993_ reading frame at 6 B BEE330011770022 --00..44119944 0.2021 0.032 0.1348 0.1908 -0.1696 0.093 -0.248 0.0268 -0.125
Mitogen- activated
235011_ protein kinase at kinase kinase 2 BG504375 -0.3623 0.1421 -0.046 0.0409 0.1344 -0.1195 0.0274 -0.0732 -0.0083 0.0385
235020 TAF4b RNA AI366784 0.1809 0.1384 -0.1293 0.129 -0.1147 0.154 -0.4106 0.089 -0.4154
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at polymerase II, 0.4322 TATA box binding protein (TBP)- associated factor, 105kDa CDNA FLJ42313 fϊs, clone
235028_ TRACH20194 at 25 BG288330 0.0824 -0.1253 -0.1756 0.4179 -0.116 0.1031 -0.1406 0.3749 -0.0859 0.4007
235046 Transcribed AA456099 0.1969 0.0612 0.2308 0.0556 -0.0494 0.1591 -0.4243 0.1226 -0.5721
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at locus 0.5896
% 235048_ KIAA0888 at protein AV720650 0.3019 0.0066 0.1447 -0.47 0.0061 -0.0054 0.1267 -0.3377 0.0976 -0.4555 protein phosphatase IK (PP2C
235061_ domain at containing) AV706522 0.004 0.2868 -0.2737 0.5053 0.2709 -0.2408 0.2049 -0.5465 0.1017 -0.4745 mastermind-
235106_ like 2 AW84731 - at (Drosophila) 8 -0.2526 0.2698 0 .0494 0 .5052 0.2497 -0.222 0.2089 -0.557 0.1003 -0.4683
235145 Zinc finger BE778059 -0.4454 0.0427 0 .1249 0 .2277 0.0389 -0.0346 -0.0481 0.1284 -0.0454 0.2118
Attorney Docket No. 037377-57021-PCT Express Mail Label No. ER 293 835 748 US
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein 67 homolog
(mouse)
Poly (ADP- ribose) polymerase
235157_ family, AW29773 at member 14 1 -0.3446 0.316 -0.1326 0.3576 0.3032 -0.2695 0.1742 -0.4645 0.0706 -0.3293 guanylate
235175_ binding protein at 4 BG260886 -0.2852 0.2694 -0.0869 0.3391 0.256 -0.2275 0.1528 -0.4074 0.0671 -0.3133
235213 CDNA clone AA348410 0.3476 -0.0891 -0.0353 -0.0846 0.0752 -1.00E- 1.00E- 0.0182 -0.0848
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at IMAGE:62017 0.0889 04 04
73 establishment of cohesion 1
235216_ homolog 1 (S. at cerevisiae) BG532121 0.1902 -0.0389 -0.2301 0.1282 -0.0371 0.033 -0.0438 0.1167 -0.0264 0.1234
CDNA clone
235227_ IMAGE.-52871 at 21, partial cds AI025829 -0.3675 0.0577 -0.1181 0.341 0.0527 -0.0468 -0.0751 0.2004 -0.0689 0.3216 galactose
235256_ mutarotase s at (aldose 1- BE788984 -0.3738 0.3642 -0.1209 0.4672 0.344 -0.3057 0.2092 -0.558 0.0895 -0.4176
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score). RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score epimerase)
235276
-j at — AA781795 -0.8187 0.7067 -0.2885 0.7577 0.6701 -0.5956 0.3887 -1.0366 0.1284 -0.5992 polycomb
235331_ group ring x_at finger 5 AI341142 -0.345 0.3786 -0.206 0.4533 0.363 -0.3226 0.2235 -0.5961 0.0879 -0.41
EST from
235427_ clone 223524, at 5 'end AA418074 -0.5788 0.1172 0.0144 0.274 0.102 -0.0907 -0.0396 0.1056 -0.052 0.2426 hypothetical
235514_ protein at FLJ25084 AI739528 -0.492 0.1963 -0.0957 0.0789 0.1795 -0.1595 0.0295 -0.0787 -0.0151 0.0705
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score solute carrier family 8
(sodium/calciu 235518_ m exchanger), at member 1 AI741439 -0.4779 0.0457 -0.0247 0.3976 0.0406 -0.0361 -0.089 0.2372 -0.079 0.3685
235549_ IBR domain at containing 2 AL575512 -0.3723 0.0199 0.0816 0.2545 0.0186 -0.0166 -0.0617 0.1644 -0.0521 0.2434
CDNA
FLJ31407 fis, clone
235567_ NT2NE200013 - at 7 AA034012 0.416 -0.0334 0.004 0.3461 -0.0311 0.0276 0.0817 -0.218 0.0709 -0.3309
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical 235568_ protein
Ui at LOC199675 BF433657 -0.5489 -0.0318 -0.0834 0.7344 -0.0272 0.0242 -0.1906 0.5084 -0.1481 0.6911 guanylate
235574_ binding protein AW39295 at 4 2 -0.1996 0.2862 -0.105 0.4551 0.2719 -0.2417 0.1846 -0.4923 0.0912 -0.4258 chromosome 7 235643_ open reading at frame 6 BE886225 -0.2171 0.31 -0.2095 0.3998 0.3006 -0.2672 0.1828 -0.4876 0.0806 -0.3762
235670_ Transcribed at locus AI916948 -0.6516 0.2102 0.0156 0.1002 0.1855 -0.1649 0.0282 -0.0752 -0.0185 0.0864
235699_ hypothetical H19232 -0.5106 0.1279 -0.1102 0.2944 0.1146 -0.1018 -0.0421 0.1122 -0.0574 0.2677
Table 6: Group of ϊ 645 ge»es that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
2 3 4 5 6 7 8 9 10 11 12 13
Represenia Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score at protein FLJ38964
4-
O Multiple C2- cbmains with two
235740. transmembrane at regions 1 BG250585 -0.4946 0.1101 -0.0668 0.2837 0.0984 -0.0875 -0.0476 0.1268 -0.0554 0.2585 Chromosome 10 open
235757_ reading frame at 18 AAS14006 0.4527 -0.1845 -0.0809 0.1006 -0.174 0.1546 -0.0764 0.2037 -0.02 0.0935
235764 Transcribed AA029888 -0.3786 0.0319 0.1672 0.1465 0.0297 -0.0264 -0.0289 0.0771 -0.0296 0.138
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at locus chromosome
14open
235802_ reading frame at 175 BE676703 0.3813 -0.0116 0.0652 0.4275 -0.0104 0.0093 0.1025 -0.2734 0.0867 -0.4045
RaI-GDS
235816_ related protein s_at Rgr AI867408 -0.4372 -0.0056 -0.025 0.4924 -0.005 0.0044 -0.1252 0.3337 -0.0994 0.464
235818_ at LAIRhlog AI498747 -0.3895 0.0357 0.2202 0.0966 0.0335 -0.0298 -0.0158 0.0421 -0.0196 0.0916
235925_ Transcription AW05752 at factor 12 0 0.6335 -0.2466 -0.1552 0.1501 -0.2274 0.2022 -0.1037 0.2765 -0.0289 0.1347
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (hipus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(HTF4, helix-
4- loop-helix transcription factors 4) Anaphase promoting
235926_ complex at subunit 5 AI312527 0.4985 -0.1847 0.0059 0.0302 -0.1723 0.1531 -0.0393 0.1047 0.0059 -0.0277 Transcribed locus, weakly
235949_ similar to 4.00E- -1.00E- 4.00E- at NP 775735.1 BF664545 -0.4074 0.1628 -0.0127 04 0.1547 -0.1375 0.0403 -0.1073 04 04
. O
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score transcriptional adaptor 2
(AD A2
236248_ homolog, x_at yeast)-beta AI859834 -0.4582 -0.0148 0.2141 0.3085 -0.0133 0.0118 -0.084 0.2239 -0.061 0.2848
CDNA
FLJ31407 fis, clone 236266_ NT2NE200013 - at 7 BG149557 0.2622 0.0389 0.0219 0.3968 0.0358 -0.0318 0.1199 -0.3196 0.0816 -0.3807
236280_ Transcribed - at locus AI225238 0.1254 0.174 0.1066 0.6966 0.1563 -0.1389 0.2164 -0.577 0.1448 -0.6757
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Hypothetical
« 236285 protein
'Jl at BC009980 AI631846 -0.2497 0.3075 -0.0961 0.4684 0.2897 -0.2575 0.1943 -0.5181 0.0922 -0.4303 Ras homolog
236293_ gene family, at member H BE676335 0.4823 -0.1481 0.0062 0.1113 -0.139 0.1235 -0.0098 0.026 0.0223 -0.104
236295_ s_at NOD3 protein AA694067 0.361 -0.0358 0.1666 0.4393 -0.0321 0.0286 0.0995 -0.2655 0.0888 -0.4143
236297_ Plexin domain at containing 2 AI420817 -0.5396 0.1473 0.0035 0.1635 0.1322 -0.1176 -0.0042 0.0111 -0.0314 0.1466
236301_ Full length at insert cDNA AA789123 0.2147 0.0193 0.1847 0.4519 0.0176 -0.0156 0.118 -0.3147 0.093 -0.4342
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score clone
YY82H04 cyclin- dependent kinase inhibitor
236313_ 2B (pl5, AW44476 at inhibits CDK4) 1 - -00..55007711 0.086 0.1418 0.1601 0.0791 -0.0703 -0.0206 0.0548 -0.0318 0.1486
Choline/ethano lamine
236327_ phosphotransfe at rase 1 AA767373 0.3309 -0.1112 -0.1624 0.1099 -0.1051 0.0934 -0.0579 0.1543 -0.0223 0.1041
236341 cytotoxic T- AI733018 0.062 0.131 0.1162 0.1219 -0.1083 0.1683 -0.4488 0.1097 -0.5118
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at lymphocyte- 0.5256
4- associated -4 protein 4 potassium voltage-gated channel, Isk-
236407_ related family, at member 1 R73518 -0.3019 -0.0564 -0.0649 0.5261 -0.0523 0.0465 -0.1523 0.406 -0.1097 0.5119
236423_ Transcribed at locus AI022821 -0.5721 0.1223 0.027 0.2411 0.1132 -0.1006 -0.0309 0.0824 -0.0482 0.2247
236524_ Beta-amyloid at binding protein AA737437 0.3802 -0.1534 -0.0407 0.0539 -0.1461 0.1298 -0.0547 0.1458 -0.0109 0.051
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score precursor
Ubiquitin-
J-
OO conjugating enzyme E2, Jl
(UBC6
236528_ homolog, at yeast) N64079 -0.383 0.0259 -0.0545 0.3806 0.0234 -0.0208 -0.0905 0.2414 -0.0769 0.3587
Muscleblind-
236558_ like at (Drosophila) AA699809 0.3153 -0.2035 -0.0746 0.2874 -0.1963 0.1745 -0.1305 0.3481 -0.059 0.2755
236571_ Solute carrier AWl 9743 at family 2 1 -0.2639 -0.0257 0.0103 0.3322 -0.0238 0.0212 -0.0918 0.2448 -0.0683 0.3189
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
(facilitated glucose
VO transporter), member 3 Similar to hepatocellular carcinoma- associated
236607_ antigen at HCA557b AI921882 0.5141 -0.2261 0.0342 0.0367 -0.2124 0.1888 -0.0687 0.1833 -0.0072 0.0336
236694_ Chromosome AW46888 at Y open reading 5 0.3971 -0.2182 0.0532 0.1189 -0.2062 0.1833 -0.0904 0.2411 -0.0235 0.1095
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score frame 15A
Ul Ul Muscleblind-
O
236699_ Iike 2 at (Drosophila) AL566294 0.6716 -0.2102 0.0454 0.1796 -0.1934 0.1719 -0.0077 0.0206 0.0349 -0.1629 sterile alpha
236782_ motif domain at containing 3 AI 129628 0.2615 0.0591 0.0713 0.4974 0.0533 -0.0474 0.139 -0.3707 0.1022 -0.4771
BTB and CNC homology 1, basic leucine
236796_ zipper at transcription AI052447 0.6025 -0.1253 0.001 0.2917 -0.1109 0.0986 0.0425 -0.1135 0.0562 -0.2621
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score factor 2
$ 236801_ at T61953 0.599 -0.0873 -0.2685 0.1299 -0.0793 0.0705 0.0119 -0.0319 0.0255 -0.1188
236802_ Homeobox at C14 AI732132 -0.024 -0.1411 -0.1701 0.5648 -0.1298 0.1154 -0.1932 0.5152 -0.1175 0.5481
236841_ CXYorfl- at related protein BE464132 0.4021 -0.1348 -0.0901 0.0292 -0.1277 0.1135 -0.0427 0.1138 -0.0059 0.0275 Golgi associated PDZ and coiled-coil
236862_ motif at containing AA279958 0.4265 -0.066 -0.0616 0.2071 -0.0619 0.055 0.0361 -0.0962 0.0422 -0.1967
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
A disintegrin- like and metalloproteas e (reprolysin type) with thrombospondi
236901_ n type 1 motif, at 2 AA035730 -0.3054 -0.0332 -0.3237 0.7169 -0.0297 0.0264 -0.1872 0.4991 -0.1488 0.6946
G protein-
236946_ coupled -6.00E- at receptor 75 AI220134 0.3748 -0.1087 -0.1053 0.0027 -0.1035 0.092 -0.0293 0.0782 04 0.0026
237018 A kinase AI051967 0.5076 -0.248 -0.1087 0.2397 -0.2344 0.2084 -0.1284 0.3424 -0.0475 0.2215
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set BD Gene Title ID score score score score score 3 score score score score score at (PRKA)
Ul Ul anchor protein
13
237076_ at — AI634534 -0.3238 0. 0927 -0.293 0.3707 0.0854 -0.0759 -0.0797 0.2126 -0 .0752 0. 3509
237156_ - at — BE676171 0.4722 -0 .0914 -0.2376 0.0173 -0.0852 0.0758 -0.0196 0.0523 0. 0035 -0 .0161
237179_ 1.00E- at — BF509219 0.4675 -0 .2401 04 0.1554 -0.2257 0.2006 -0.1033 0.2754 -0 .0304 0. 1417
GTPase
237216_ activating - at Rap/RanGAP AV739182 0.4014 -0 .1583 0.0272 0.0204 -0.1521 0.1352 -0.0375 0.1 0. 0042 -0 .0194
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score domain-like 1 8 237218_ at — BFl 10977 0.3942 -0.1061 -0.212 0.0783 -0.0985 0.0876 -0.0476 0.1269 -0.0156 0.0729
237310_ Exostoses at (multiple) 1 AI743607 0.0604 -0.128 -0.1215 0.3956 -0.1209 0.1075 -0.1372 0.3659 -0.0822 0.3836 solute carrier 237340_ family 26, at member 8 BE551631 -0.6616 0.2029 0.012 0.1334 0.1836 -0.1632 0.019 -0.0506 -0.0254 0.1187
Insulin-like
237377 growth factor 1
— at receptor AA069425 0.3682 -0.2456 -0.045 0.3164 -0.2341 0.2081 -0.1401 0.3735 -0.0636 0.2966
237514_ — AA778658 0.3738 -0.0393 -0.2727 - -0.0366 0.0326 -0.0052 0.0139 0.0041 -0.0189
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 0.0201 hypothetical
237870_ protein at LOC285771 B BFF443344553399 -0.2952 -0.0262 -0.0297 0.4046 -0.024 0.0213 -0.1155 0.3079 -0.083 0.3872
Trinucleotide
237895_ repeat at containing 6B A AVV7700009933(0 0.3249 -0.252 -0.0977 0.4293 -0.2366 0.2103 -0.1858 0.4954 -0.0859 0.4011
237943_ at — AI820802 0.3179 -0.2253 -0.0469 0.3163 -0.2172 0.1931 -0.1435 0.3826 -0.0647 0.302
Source of
238303_ immunodomin AW07037 at ant MHC- 1 0.3268 -0.1635 -0.0032 0.1002 -0.1566 0.1392 -0.074 0.1972 -0.0204 0.0951
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score associated peptides
RNA binding motif, single stranded
238317_ interacting x at protein 1 BF439728 0.3685 -0.2301 -0.0918 0.3199 -0.2212 0.1966 -0.1428 0.3808 -0.0652 0.3043
GRB2- associated
238405_ binding protein at 2 AI792896 -0.374 0.0601 -0.3043 0.5207 0.0548 -0.0488 -0.1165 0.3106 -0.1066 0.4976
238420 CDNA clone AV721958 -0.3015 0.2039 0.0397 0.1963 -0.1745 0.1239 -0.3304 0.0551 -0.2571
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score at IMAGE:52635 0.2693
Ul Ul 31, partial cds -4 potassium inwardly- rectifying channel,
238428_ subfamily J, at member 15 BG542347 -0.5521 0.2636 -0.0152 0.1158 0.2435 -0.2165 0.0979 -0.261 0.0219 -0.1024
238439_ ankyrin repeat at domain 22 AI925518 -0.6423 0.1591 -0.059 0.2985 0.1431 -0.1272 -0.0364 0.0972 -0.0579 0.2702
238451_ membrane at protein, BF693302 -0.2657 0.0465 -0.0595 0.2088 0.0438 -0.0389 -0.0441 0.1176 -0.0428 0.1998
Table 6: Group of 1645 genes that are differentially expressed ήi healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score pahnitoylated 7
(MAGUK ρ55 subfamily member 7)
238455_ Plexin domain at containing 2 AA329676 -0.4709 0.1773 -0.008 0.0232 0.1636 -0.1454 0.039 -0.1039 -0.0045 0.0211 eukaryotic translation
238461_ initiation factor at 4E member 3 AA228031 -0.4397 0.1589 0.0229 0.0103 0.1477 -0.1312 0.0377 -0.1007 -0.002 0.0094
238469_ Chromosome 6 at open reading BE620374 -0.4239 0.2845 -0.0197 0.3002 0.2678 -0.238 0.149 -0.3975 0.0583 -0.272
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score frame 155
8 238488 at synleurin BF511602 -0.4629 0.0178 -0.0839 0.5134 0.0161 -0.0143 -0.1337 0.3566 -0.1047 0.4885
Proline rich
GIa (G- carboxyglutami c acid) 4
238513_ (transmembran at e) BF905445 -0.6472 0.2981 -0.1133 0.0148 0.2747 -0.2442 0.0816 -0.2177 0.0028 -0.0129 solute carrier
238546_ family 8 at (sodium/calciu BF344961 -0.5673 0.0947 0.0789 0.2599 0.0854 -0.0759 -0.0451 0.1203 -0.051 0.238
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score m exchanger),
Ui member 1
O
Muscleblind-
238558_ like at (Drosophila) AI445833 0.2532 -0.0979 -0.2771 0.2653 -0.091 0.0809 -0.0976 0.2603 -0.0537 0.2507
Guanylate
238581_ binding protein at 5 BG271923 -0.5041 0.4185 -0.1369 0.4613 0.3971 -0.353 0.2278 -0.6075 0.0867 -0.4048
238595_ Transcribed at locus AV702101 0.4847 -0.195 -0.0872 0.1013 -0.1827 0.1624 -0.0734 0.1957 -0.02 0.0933
238642_ AW36757 at 1 0.2627 -0.1748 -0.0152 0.2083 -0.1673 0.1487 -0.1009 0.2691 -0.0425 0.1982
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score);, RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Hypothetical u CS. 238743 - protein at FL J38348 BG251692 -0.4456 0.2805 -0.0377 0.2495 0.2656 -0.2361 0.1363 -0.3636 0.0487 -0.2273 Mediator of RNA polymerase II transcription, subunit 28
238761_ homolog at (yeast) BE645241 0.2589 0.0134 0.0692 0.3709 0.0125 -0.0111 0.0964 -0.2571 0.0768 -0.3583
238774_ Hypothetical AW96045 at protein 4 0.3169 -0.2741 -0.0271 0.4282 -0.2624 0.2332 -0.1961 0.5229 -0.0868 0.4049
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
LOC284058 hypothetical
238783_ protein at MGC33214 AA213701 0.439 -0.0733 0.0517 0.3096 -0.0659 0.0586 0.0595 -0.1586 0.0614 -0.2865
Hypothetical
238807_ protein AW97396 at LOC157567 4 0.6173 -0.1652 0.0636 0.2609 -0.1492 0.1326 0.0239 -0.0637 0.0506 -0.236
Thyroid hormone receptor
238883_ associated AW97505 at protein 2 1 0.1243 -0.1679 -0.1743 0.4868 -0.1551 0.1378 -0.1749 0.4663 -0.0998 0.4656
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients*
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Splicing factor, g 238929 arginine/serine- at rich, 46kD N30132 0.2685 0.0269 0.0251 0.3743 0.0249 -0.0221 0.0998 -0.2662 0.0771 -0.36
Zinc finger
238970_ RNA binding at protein BF509781 0.5348 -0.2411 0.0416 0.0482 -0.23 0.2045 -0.0748 0.1995 -0.0096 0.0447 hypothetical
238983_ protein at FLJ14001 AI538394 -0.4361 0.0804 -0.0907 0.3252 0.0741 -0.0659 -0.0601 0.1602 -0.0657 0.3068
239067_ s_at pannexin 2 AI360417 -0.5394 0.0034 0.1853 0.3719 0.0031 -0.0028 -0.0972 0.2593 -0.0743 0.347
239093 chromosome BGl 65743 0.2423 0.0251 0.1268 - 0.0231 -0.0205 0.1165 -0.3106 0.091 -0.4248
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at 10 open 0.4403
Ul reading frame
65
Male sterility
239108_ domain at containing 1 H16791 -0.4142 0.0433 -0.1248 0.4342 0.0384 -0.0342 -0.0985 0.2627 -0.0868 0.4052
239171_ Adducin 3 at (gamma) AA766886 0.4038 -0.1758 -0.0642 0.1118 -0.1654 0.147 -0.0757 0.202 -0.0223 0.1039
Calciurn/calmo dulin-
239179_ dependent at protein kinase AU155612 0.0148 -0.1504 -0.1096 0.4912 -0.1395 0.124 -0.1727 0.4606 -0.1017 0.4745
Ul II gamma
Chromosome
14 open
239188_ reading frame at 24 AA838428 -0.27 -0.007 -0.0879 0.3833 -0.0065 0.0058 -0.1099 0.293 -0.0797 0.3718 hypothetical
239203_ protein AW01472 at FLJ39575 8 -0.342 0.0069 -0.1455 0.4764 0.0062 -0.0055 -0.1195 0.3186 -0.097 0.4527 chromosome 6
239212_ open reading AW23621 at frame 93 4 0.3462 -0.030? -0.0603 0.2187 -0.029 0.0257 0.0481 -0.1282 0.0448 -0.2089
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients. ,;
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
239237
Ui at LOC442534 AI798822 0.3435 -0.0675 0.2049 0.3736 -0.0611 0.0543 0.0806 -0.2149 0.0752 -0.351
Os
239250_ zinc finger at protein 542 BE966038 0.4138 0.0268 -0.2612 -0.249 0.0242 -0.0215 0.0708 -0.1888 0.0494 -0.2304
239266_ Transcribed - at locus A AII773344225588 0 0..33993377 - -00..00990088 0 0..00224477 0 0..11990011 -0.0849 0.0755 0.0258 -0.0687 0.0385 -0.1796
Likely ortholog of mouse acyl-
Coenzyme A
239277_ thioesterase 2, - at mitochondrial AI559696 -0.3882 0.2668 -0.1082 0.2048 0.2512 -0.2233 0.1183 -0.3155 0.0394 -0.1841
239296 Zinc finger AI623184 0.3231 -0.1694 -0.1192 0.2316 -0.1601 0.1423 -0.104 0.2773 -0.0468 0.2183
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at homeobox Ib
RAS p21
-4 protein activator
(GTPase
239301_ activating at protein) 1 BE551451 0.3552 -0.185 -0.0717 0.1941 -0.1773 0.1576 -0.0978 0.2608 -0.0395 0.1844
239364_ AWl 9547 at 5 -0.3947 0.1931 -0.0634 0.0444 0.1844 -0.1639 0.0639 -0.1705 0.0089 -0.0417
239448_ at AI475033 0.4983 -0.165 -0.0299 0.0479 -0.1567 0.1393 -0.0311 0.0831 0.0097 -0.0451
239449 Ankylosis, AV693734 0.4487 -0.0626 -0.02 - -0.0581 0.0517 0.0569 -0.1516 0.0566 -0.2641
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG
Set ID Gene Title ID score score score score score 3 score score score score score at progressive 0.2791
Ul homolog
OO
(mouse)
Tumor rejection
239451_ antigen (gp96) at 1 AI684643 0.4642 -0.064 -0.0341 0.2779 -0.0579 0.0515 0.0555 -0.1479 0.0552 -0.2576
239479_ Transcribed x_at locus AI718964 0.332 -0.0828 0.1638 0.2812 -0.0774 0.0688 0.0501 -0.1336 0.0574 -0.2677
239487_ DKFZP564F05 at 22 protein AI743261 0.42 -0.0893 -0.0991 0.1019 -0.0846 0.0752 0.0032 -0.0087 0.0208 -0.097
239545 O- AI335004 0.4615 -0.1216 -0.0631 -0.1126 0.1001 -0.0071 0.0189 0.0186 -0.0867
Table 6: Group of 1645 genes fhat are differential y expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at acetyltransferas 0.0936 e
PABPl- dependent poly A-specific
239597_ ribonuclease at subunit PAN3 AA993566 0.3697 -0.1564 -0.0986 0.1286 -0.1493 0.1327 -0.0741 0.1976 -0.0262 0.1221 Transforming growth factor, beta receptor I
239605_ (activin A x at receptor type AI743727 0.3535 -0.1185 -0.2372 0.1778 -0.1128 0.1003 -0.0782 0.2085 -0.0364 0.1698
Table 6: Group of 1645 genes that are differentially expressed in healthy donors^ SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
II-like kinase, 53kDa)
O General
239649_ transcription at factor II, i AI817960 0.3882 -0.0189 -0.0697 -0.285 -0.0176 0.0156 0.0684 -0.1824 0.0582 -0.2714
239660_ KIAA1272 at protein BF110518 -0.2948 -0.0278 -0.0371 0.4157 -0.0255 0.0226 -0.112 0.2986 -0.0853 0.3979 Hypothetical protein FLJl 0770 ///
239695_ Janus kinase 1 at (a protein AI280194 0.2999 -0.1776 -0.1238 0.2818 -0.1699 0.1511 -0.1188 0.3168 -0.0578 0.2695
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set E) Gene Title ID score score score score score 3 score score score score score tyrosine
-4 Kinase;
239704_ IBR domain at containing 2 BE274992 -0.2644 -0.0655 -0.1191 0.5634 -0.0603 0.0536 -0.1646 0.4389 -0.1176 0.5488
239744_ AWl 5166 at — 0 0.4464 -0.0675 0.2437 0.5176 -0.0609 0.0542 0.1118 -0.2982 0.105 -0.4898
Zinc finger,
239757_ A20 domain at containing 3 AA741493 0.1585 -0.1582 -0.0498 0.3054 -0.1521 0.1352 -0.1309 0.3491 -0.0633 0.2956
Nuclear
239815_ receptor at coactivator 5 Rl6784 0.4099 -0.2033 -0.1278 0.2402 -0.1915 0.1702 -0.116 0.3093 -0.048 0.2238
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Activating
239825_ transcription
Ul -4 at factor 6 Rl 7746 -0.5048 0.1885 -0.1939 0.2075 0.1726 -0.1534 -0.005 0.0134 -0.0403 0.1883 Multiple C2- domains with two
239893_ transmembrane at regions 2 AA702409 -0.3232 0.0164 -0.0608 0.3501 0.015 -0.0133 -0.0844 0.2249 -0.0713 0.3328 Hypothetical
239901_ protein at FLJ43663 BF642798 0.4909 -0.2612 -0.0702 0.255 -0.2452 0.2179 -0.1339 0.357 -0.0498 0.2326
239979 Epithelial BE645480 -0.5588 0.5148 -0.2819 0.4947 -0.4397 0.2615 -0.6972 0.0957 -0.4466
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at stromal 0.5219 interaction 1
'Jl
-J (breast)
239988_ Hect domain at and RLD 6 AA708470 -0.4103 0.4091 -0.1418 0.5289 0.3822 -0.3397 0.2451 -0.6535 0.098 -0.4575
240027_ lin-7 homolog at A (C. elegans) BF062244 -0.499 0.1663 -0.0417 0.1141 0.1541 -0.137 0.0133 -0.0354 -0.0225 0.1048
240036_ SEC14-like 1 at (S. cerevisiae) AI022082 0.4172 -0.1295 -0.1492 0.0565 -0.1225 0.1089 -0.0497 0.1325 -0.0114 0.0533
240057_ KIAA0280 at protein AI653262 -0.2535 -0.0968 0.1244 0.4012 -0.0899 0.0799 -0.1341 0.3577 -0.0825 0.3851
240094 Hypothetical AL042660 -0.2989 -0.1012 0.0873 0.4959 -0.0912 0.0811 -0.1539 0.4104 -0.1011 0.4718
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at protein
-4 DJ971N18.2
Transcribed locus, weakly similar to
XP_209041.2
KIAAl 503
240165_ protein [Homo at sapiens] AI678013 -0.6068 0.1882 0.054 0.0754 0.1692 -0.1504 0.0293 -0.078 -0.0143 0.0667
CDNA
240246_ FLJ44826 fis, AW29472 at clone 2 0.342 -0.1408 0.067 0.0435 -0.1353 0.1202 -0.0246 0.0655 0.0089 -0.0416
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 1 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
BRACE30467
'Jy -4 62 'Jy
CDNA
FLJ12931 fis, clone
240263_ NT2RP200486 -5.00E- at 1 N74924 0.5676 -0.1718 -0.1383 0.0027 -0.1584 0.1408 -0.0456 0.1215 04 0.0025 pyrin and HIN 240413_ domain family, at member 1 AI827431 0.1612 0.1321 0.1079 0.6234 0.1196 -0.1063 0.194 -0.5173 0.1297 -0.6051
240593_ Calcium/calmo x at dulin- R98767 0.4595 -0.0827 -0.1694 -0.093 -0.077 0.0685 0.0026 -0.0069 0.0187 -0.0871
Table 6: Group of 1645 genes fhat are differentially expressed in healthy donors „ SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score dependent protein kinase
(CaM kinase)
II delta
240594_ Chromodomain at protein, Y-like W86659 0.2436 -0.1365 -0.064 0.173 -0.1307 0.1162 -0.0891 0.2377 -0.0355 0.1658
240652_ at T91029 0.3213 -0.1883 -0.0552 0.222 -0.1806 0.1606 -0.1091 0.2908 -0.0453 0.2113
Cancer
240718_ susceptibility AW30338 at candidate 1 4 -0.419 0.152 0.1065 0.0733 0.1431 -0.1272 0.0584 -0.1557 0.0147 -0.0686
240721 Bridging BE672858 -0.5215 0.1513 -0.0143 0.1512 0.1411 -0.1254 0 -1.00E- -0.0301 0.1406
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at integrator 3 04 RAS guanyl
-4
240862_ releasing at protein 4 AA923524 -0.4674 0.042 0.0929 0.2834 0.0374 -0.0332 -0.0618 0.1647 -0.0557 0.2601
240870_ Histone at deacetylase 4 AI056293 -0.4195 0.0118 -0.14 0.5386 0.0106 -0.0094 -0.1345 0.3587 -0.1101 0.514 Solute carrier family 8 (sodium/calciu
241041_ m exchanger), at member 1 BF223010 0.188 -0.2073 -0.1391 0.4918 -0.1961 0.1743 -0.1776 0.4735 -0.1015 0.4737
241133 Tcellreceptor AI016855 0.4977 -0.1291 -0.1387 -0.119 0.1058 -0.0234 0.0624 0.0075 -0.035
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at beta chain 0.0381 (TCRB)
OO mRNA, TCRB-BV27 J2-4 BC2 allele
241195_ 2.00E- at AI791152 0.454 -0.1954 04 0.0502 -0.1858 0.1651 -0.0654 0.1745 -0.01 0.0469
CDNA FLJ42259 fis, clone
241365_ TKIDN201128 at 9 AA002140 0.4408 -0.0315 0.052 -0.423 -0.0287 0.0255 0.0974 -0.2598 0.0858 -0.4006
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
V-ets erythroblastosi s virus E26 oncogene
241435_ homolog 1 at (avian) AA702930 0.4251 -0.0865 0.0485 0.2568 -0.0791 0.0703 0.0439 -0.1172 0.0512 -0.2391
Chromosome 5
241494_ open reading AW02734 at frame 12 2 0.3623 -0.1678 0.1611 0.0833 -0.1605 0.1427 -0.022 0.0586 0.0169 -0.0789
241652_ Lin-7 homolog x_at A (C. elegans) T82147 -0.3551 0.1272 0.0013 0.0278 0.1212 -0.1078 0.0243 -0.0647 -0.0057 0.0265
241734 serum response AI391443 0.1954 0.1196 -0.0183 0.1112 -0.0988 0.1612 -0.43 0.1049 -0.4893
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score)-, RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at factor binding 0.5041
OO protein 1 O solute carrier family 8 (sodium/calciu
241752_ m exchanger), at member 1 AA094434 -0.3002 0.0228 0.0038 0.2467 0.0212 -0.0189 -0.0556 0.1482 -0.0503 0.2347 calcium/calmo dulin- dependent
241871_ protein kinase at IV AL529104 0.3994 0.0451 -0.012 0.5229 0.0406 -0.0361 0.1418 -0.3782 0.1069 -0.4987
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
241916_ Phospholipid at scramblase l AI984040 -0.6718 0.4107 -0.1849 0.2205 0.3826 -0.3401 0.1591 -0.4244 0.0398 -0.1855
Z-DNA
242020_ binding protein s_at 1 AI925506 -0.6543 0.4931 -0.1708 -0.472 0.4664 -0.4146 0.2415 -0.6441 0.0855 -0.3989
242051_ Transcribed at locus AI695695 0.2677 0.039 0.0826 0.4612 0.0352 -0.0313 0.1299 -0.3465 0.0945 -0.4408
242059_ Ethanolamine AW97663 at kinase 1 1 0.2987 -0.0518 -0.1093 0.0666 -0.0494 0.0439 0.0041 -0.0108 0.0137 -0.064
Similar to 4OS 242099_ ribosomal at protein S3 T83938 0.4687 -0.0754 -0.0081 0.2771 -0.0689 0.0613 0.051 -0.136 0.0554 -0.2584
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score hypothetical protein
LOC200030 /// hypothetical
242191_ LOC400781 /// at AGl protein AI701905 0.4016 -0.0695 0.066 0.2947 -0.0637 0.0566 0.0569 -0.1516 0.0592 -0.2765
XIAP
242234_ associated at factor-1 AI859280 -0.4009 0.4282 -0.1911 0.5422 0.4046 -0.3597 0.2454 -0.6544 0.1015 -0.4736 242289_ AW96241 at — 3 0.2185 0.0368 0.1789 0.4968 0.0339 -0.0302 0.1353 -0.3609 0.1034 -0.4823 242335 FP15737 AA382004 -0.3543 0.0728 -0.0653 0.2363 0.067 -0.0595 -0.0408 0.1087 -0.0475 0.2217
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at
$ 242343_ Zinc ringer x_at protein 518 H57111 0.4839 -0.1896 -0.1134 0.1131 -0.1768 0.1572 -0.0785 0.2094 -0.0223 0.1039
Nipped-B
242352_ homolog AW27226 at (Drosophila) 2 0.3859 -0.1947 0.0663 0.0551 -0.1881 0.1672 -0.0637 0.1699 -0.0112 0.0524 serine/threonin e/tyrosine
242408_ interacting AW96893 at protein 5 0.2322 0.0877 -0.096 0.3822 0.0819 -0.0728 0.1228 -0.3274 0.0789 -0.3682
242429_ zinc finger at protein 567 BF435183 0.345 0.0263 -0.1434 0.2899 0.0245 -0.0218 0.0801 -0.2137 0.0593 -0.2766
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
242457_ Transcribed AW45110
O £C at locus 7 0.0885 -0.093 -0.1728 0.3228 -0.0882 0.0784 -0.1037 0.2766 -0.067 0.3126
242463_ zinc finger x_at protein 600 AI620827 0.427 -0.0919 0.1441 0.3364 -0.0838 0.0745 0.0626 -0.1669 0.0674 -0.3147
242509_ MGCl 7624 at protein R71072 0.4771 -0.171 -0.1295 0.086 -0.161 0.1431 -0.0675 0.1799 -0.0172 0.0801
Family with sequence 242594 similarity 44, at member A AI889584 -0.4715 0.0968 0.1661 0.0708 0.0906 -0.0806 0.0069 -0.0184 -0.0142 0.0665
242625 — radical s- AWl 8984 - at adenosyl 3 -1.0103 0.8426 -0.258 0.9509 0.7856 -0.6983 0.4721 -1.259 0.153 -0.7139
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score methionine
Ul
OO domain containing 2 242648_ kelch-like 8 at (Drosophila) BE858995 -0.4538 0.01 0.0549 0.3911 0.009 -0.008 -0.0986 0.263 -0.0786 0.3668
242761_ zinc finger s_at protein 420 AI061288 0.2695 0.0191 0.1225 0.4484 0.0177 -0.0157 0.1193 -0.3182 0.0929 -0.4336 zinc finger,
242776_ CCHC domain at containing 6 AA584428 -0.391 0.1629 -0.1477 0.1132 0.1522 -0.1353 0.0127 -0.0338 -0.0225 0.1049
242808_ at — AI733287 -0.4441 0.0365 -0.1579 0.5151 0.0331 -0.0294 -0.1222 0.3258 -0.1051 0.4903
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
242827_ Transcribed
& x_at locus AA806368 0.4457 -0.2822 -0.1214 0.4073 -0.2607 0.2317 -0.1791 0.4776 -0.0789 0.3684
242859_ Transcription at factor CP2 BE156563 0.3968 -0.1964 0.1045 0.0116 -0.1861 0.1654 -0.0525 0.1399 -0.0023 0.0108
Chromosome
19 open
242877_ reading frame at 13 AI821399 0.372 -0.2061 -0.0207 0.1839 -0.1942 0.1726 -0.1054 0.281 -0.0364 0.1701
242898_ - at — AI494047 -0.3639 0.3137 -0.1296 0.3343 0.2986 -0.2654 0.1642 -0.4379 0.065 -0.3033
242907_ guanylate - at binding protein BF509371 -0.5072 0.2687 -0.0886 0.1052 0.2486 -0.221 0.0974 -0.2598 0.0198 -0.0924
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
2, interferon- inducible
242916_ centrosomal at protein 1 AA642477 0.4233 -0.1013 -0.2058 0.0293 -0.0956 0.085 -0.0343 0.0916 -0.0059 0.0277
Phosphatidylin ositol-3- phosphate/phos phatidylinositol 242926_ 5-kinase, type at πi AI798124 0.3702 -0.1217 -0.1113 0.0477 -0.1161 0.1032 -0.0436 0.1164 -0.0097 0.0455
242943_ ST8 alpha-N¬ at acetyl- AA352113 -0.5973 0.2208 0.0716 0.0383 0.2 -0.1778 0.0654 -0.1744 0.0072 -0.0337
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score neuraminide alpha-2,8- 00 sialyltransferas e 4
DEAD (Asp-
Glu-Ala-Asp)
242961_ box x_at polypeptide 58 AI304317 -0.1365 0.2044 -0.0597 -0.346 0.1964 -0.1746 0.1368 -0.3648 0.0712 -0.3323
243178_ AW96970 at 3 -0.3269 -0.0078 -0.0312 0.3899 -0.0071 0.0063 -0.1007 0.2685 -0.0796 0.3716
243222_ Full-length AW29534 at cDNA clone 0 -0.674 0.1733 -0.0773 0.3112 0.1559 -0.1386 -0.0368 0.0981 -0.0603 0.2812
Table 6: Group of 1645 genes that are differentiaϊly expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
CS0DF024YN
14 of Fetal brain of Homo sapiens
(human)
PABPl- dependent poly
A-speciflc
243233_ ribonuclease at subunit PAN3 AI701943 0.3042 -0.1454 0.1019 0.0258 -0.1403 0.1247 -0.031 0.0828 0.0053 -0.0247
243256_ MAP kinase AW79636 at interacting 4 -0.321 0.0275 -0.1695 0.4228 0.0248 -0.0221 -0.0985 0.2626 -0.0859 0.4009
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score serine/threonin S O≤ e kinase 1
Chromosome 7 243271_ open reading at frame 6 AI064690 -0.5642 0.382 -0.2032 0.2377 0.3617 -0.3215 0.1617 -0.4311 0.0443 -0.2068
243332_ at — BE972639 0.5166 -0.1468 -0.1989 0.0474 -0.1368 0.1216 -0.0533 0.1422 -0.0094 0.0439
243489_ at — BF514098 0.5741 -0.1492 -0.0561 0.1435 -0.1367 0.1215 -0.0015 0.0039 0.0281 -0.1311
YYl
243561 associated at factor 2 AA651631 0.3564 -0.1787 -0.1212 0.2236 -0.1701 0.1512 -0.108 0.2879 -0.0454 0.2117
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Activating ζg 243581_ transcription AWl 1722 at factor 6 9 -0.3715 0.0773 -0.1145 0.2893 0.0726 -0.0645 -0.057 0.152 -0.0592 0.2764 hypothetical
243589_ protein at LOC284058 AI823453 0.5885 -0.247 -0.0543 0.1007 -0.2318 0.2061 -0.0914 0.2438 -0.0197 0.0918
Similar to
FRGl protein
243689_ (FSHD region s_at gene 1 protein) AI681945 0.364 -0.0197 -0.2021 0.1304 -0.0184 0.0164 0.0299 -0.0797 0.0265 -0.1237
243729_ CDNA at FLJ37931 fis, AI457984 0.4315 -0.0878 0.1052 0.3146 -0.0798 0.0709 0.0567 -0.1512 0.0628 -0.2931
Table 6: Group of 1645 genes that are differentially expressed in hsa, thy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score clone
'Jl CTONG20043 κ>
97
SUMOl/sentri
243768_ n specific at protease 6 AA026388 0.4656 -0.1645 -0.1408 0.0914 -0.1528 0.1358 -0.0676 0.1803 -0.018 0.0841
CDNA clone
243835_ IMAGE:48380 at 03, partial cds BE467787 0.3713 -0.0201 0.1295 0.4563 -0.0183 0.0162 0.1091 -0.2909 0.0933 -0.4355
243842_ Checkpoint at suppressor 1 BE463896 0.5676 -0.1212 -0.2965 0.0203 -0.1097 0.0975 -0.0378 0.1009 -0.0039 0.0183
243878 Forkhead box AI248610 0.4363 -0.0961 -0.2065 0.0027 -0.09 0.08 -0.026 0.0694 -5.00E- 0.0026
-
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at Pl 04 a 243908 Zinc finger at protein 638 AI308174 0.4392 -0.1573 -0.0761 0.0373 -0.149 0.1324 -0.0515 0.1373 -0.0075 0.035
243932_ Transcribed at locus AI286254 0.2915 0.0213 0.0283 0.3864 0.0199 -0.0177 0.1035 -0.276 0.08 -0.3733
Serologically defined colon
243963_ cancer antigen at 8 AI473707 0.5297 -0.2967 -0.0526 0.2925 -0.2831 0.2517 -0.1578 0.4207 -0.0579 0.27
SNF2 histone
243964_ linker PHD at RING helicase AI631201 0.5741 -0.2617 0.2733 0.1605 -0.2453 0.2181 -0.0248 0.066 0.0313 -0.146
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
Eukaryotic translation
244015_ initiation factor at 4 gamma, 3 AA704163 -0.1597 -0.0834 -0.0848 0.4696 -0.0771 0.0685 -0.1548 0.4127 -0.0976 0.4553
244042_ x_at — AA883831 0.4152 0.0042 -0.147 0.3001 0.0039 -0.0034 0.0812 -0.2165 0.0613 -0.2859
Protein kinase, interferon- inducible double
244047_ stranded RNA at dependent AA447714 0.358 -0.016 0.0484 -0.375 -0.0148 0.0132 0.0952 -0.2538 0.0769 -0.3589
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score activator similar to cell
Ul recognition
244065_ molecule AWOl 675 at CASPR3 1 - -00..331199 --00..00008899 --00..00447744 00..44000033 -0.0083 0.0074 -0.1071 0.2857 -0.0828 0.3866
Chromosome 9
244094_ open reading - at frame 93 AA406237 0.3357 -0.0027 -0.024 0.3178 -0.0025 0.0022 0.0835 -0.2226 0.0655 -0.3057
Methionyl
244185_ aminopeptidase - at 2 AA921841 0.4238 -0.0963 0.1118 0.2904 -0.0888 0.079 0.0485 -0.1292 0.0585 -0.2729
244218 Staphylococcal AI374686 -0.3001 -0.0401 -0.0514 0.4677 -0.0364 0.0324 -0.1368 0.3648 -0.096 0.4481
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at nuclease domain containing 1 Special AT- rich sequence binding protein 1 (binds to nuclear matrix/scaffold
244267_ -associating at DNA's) AA237039 0.7308 -0.215 -0.1086 -0.08 -0.1967 0.1748 -0.0352 0.0938 0.0154 -0.0718
244313 Transcribed AI052659 -0.5543 0.0366 0.1622 0.3211 0.0321 -0.0285 -0.0729 0.1945 -0.0623 0.2906
Tab! Ie 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at locus
V-raf-1 murine
-4 leukemia viral
244373_ oncogene at homolog l AI740571 -0.4627 0.0373 0.0188 0.3622 0.0335 -0.0298 -0.0863 0.2302 -0.0722 0.337
244375_ AW87360 at Enah/Vasp-like 6 0.5953 -0.1001 -0.0194 0.3316 -0.0864 0.0768 0.0589 -0.157 0.063 -0.2941
244383_ at AI283051 0.3551 -0.2001 -0.0234 0.188 -0.1919 0.1706 -0.1028 0.2741 -0.0381 0.1779
244398_ zinc finger x_at protein 684 BE328243 -0.4101 0.3575 -0.2845 -0.254 0.3433 -0.3052 0.1616 -0.4309 0.0487 -0.2271
244482 Eukaryotic AI753104 0.3526 -0.3455 0.101 0.4586 -0.3346 0.2974 -0.2356 0.6282 -0.0919 0.4289
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (hipus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score at translation initiation factor
OO
IA, Y-linked
Tumor protein
244536_ p53 binding at protein, 2 AA702963 -0.3508 0.0413 -0.0741 0.3249 0.0385 -0.0342 -0.0749 0.1998 -0.0666 0.3109
Rho GTPase
244548_ activating at protein 26 AI189587 -0.0859 -0.0644 -0.1871 0.441 -0.0598 0.0532 -0.1373 0.366 -0.0917 0.4277
Spectrin repeat
244568_ containing, at nuclear AL035992 0.3362 -0.1804 -0.0625 0.1925 -0.1736 0.1543 -0.0987 0.2633 -0.0394 0.1838
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score envelope 2 Friend
VO
244592_ leukemia virus at integration 1 BE675040 0.2405 -0.1672 -0.0594 0.2537 -0.1603 0.1424 -0.1091 0.2909 -0.0521 0.2431 Protein inhibitor of
244633_ activated at STAT, 2 AA404996 0.1107 -0.196 -0.0733 0.4783 -0.1817 0.1615 -0.1729 0.4611 -0.0976 0.4557 Transcribed locus,
244674_ moderately 5.00E- 1.00E- -5.00E- at similar to AA936428 0.4414 -0.1799 0.0234 04 -0.169 0.1502 -0.0462 0.1231 04 04
Table 6: Group of 1645 genes that are differentially expressed m healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
XP_496299.1 o hypothetical o protein
LOC148206
[Homo sapiens]
244753_ Actinin, alpha at 4 BF000430 0.2897 -0.1969 -0.0769 0.2987 -0.1854 0.1648 -0.132 0.3519 -0.06 0.2802
Phosphatidyl
244826_ ositol transfer at protein, beta R24061 0.3511 -0.1228 -0.0319 -0.006 -0.1157 0.1028 -0.0311 0.083 0.0012 -0.0056
244871 ubiquitin AW26835 -0.3327 -0.0063 -0.0719 0.431 -0.0056 0.005 -0.1135 0.3026 -0.0874 0.4079
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score)* RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score s_at specific 7 o protease 32
244889_ AW59224 at — 2 -0.5726 0.1673 -0.2193 0.3588 0.1493 -0.1328 -0.0488 0.1302 -0.0695 0.3243
CD24 antigen
(small cell lung carcinoma cluster 4 266_s_at antigen) L33930 -0.239 -0.0299 -0.3311 0.6464 -0.0267 0.0238 -0.1656 0.4416 -0.1336 0.6236 cleavage and polyadenylatio 33132_at n specific U37012 0.3705 -0.0465 0.0909 0.3476 -0.0433 0.0385 0.075 -0.2 0.0712 -0.3324
Table 6: Group of 1645 genes that are differentially expressed in healthy donors , SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score factor 1, g 16OkDa
CD52 antigen (CAMPATH-I 34210_at antigen) N90866 0.2675 0.0227 0.1003 0.4346 0.0207 -0.0184 0.1125 -0.3001 0.0892 -0.4161
37145_at granulysin M85276 0.5411 -0.1212 0.2284 0.4579 -0.109 0.0969 0.0838 -0.2236 0.0911 -0.4249 butyrophilin, subfamily 3, -
38241 — at member A3 U90548 -0.077 0.2873 -0.0539 0.6345 0.2604 -0.2315 0.2321 -0.6189 0.1266 -0.5909
39248_at aquaporin 3 N74607 0.2191 0.0896 0.1342 0.5953 0.0804 -0.0715 0.1715 -0.4574 0.1233 -0.5752
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score peroxiredoxin
§ 39729_at 2 L19185 0.3681 -0.0315 0.183 0.4738 -0.0282 0.0251 0.1106 -0.2948 0.0959 -0.4473
SET translocation (myeloid leukemia- 40189_at associated) M93651 0.3047 0.007 0.126 0.4559 0.0062 -0.0055 0.1156 -0.3082 0.0926 -0.4319
44673 at sialoadhesin N53555 -0.4433 0.407 -0.2904 0.3458 0.3909 -0.3475 0.1852 -0.4939 0.0652 -0.3043
- sema domain, immunoglobuli -
46665_at n domain (Ig), AI949392 0.4107 -0.0779 0.134 0.3471 -0.0708 0.0629 0.0683 -0.182 0.0696 -0.3248
Table 6: Group of 1645 genes that are differentially expressed in healthy donors, SLB patients (lupus score), RA patients., and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score transmembrane o domain (TM) and short cytoplasmic domain,
(semaphorin)
4C hypothetical protein
53720_at FLJl 1286 AI862559 -0.2596 0.3737 -0.1439 0.5886 0.3438 -0.3056 0.2444 -0.6517 0.1109 -0.5174 KIAAl 196 55872_at protein AI493119 0.3463 -0.0024 0.0229 0.3748 -0.0021 0.0019 0.094 -0.2508 0.0762 -0.3554
Table 6: Group of 1645 genes that are dϊffereiitialiy expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score low density o lipoprotein
Ul receptor adaptor protein -3.00E- 2.00E-
57082_at 1 A AAA11669977880 0.39 04 0.0762 0.4772 04 0.1227 -0.3272 0.0961 -0.4485 hypothetical
58780_s protein
_at FLJ10357 R42449 -0.3387 0.0026 0.0231 0.3221 0.0024 -0.0021 -0.0804 0.2143 -0.0656 0.3061
AFFX- signal AFFX-
HUMIS transducer and HUMISG
GF3 A/M activator of F3A/M979
97935_3 transcription 1, 35_3 -0.4821 0.3611 -0.1119 0.3553 0.3378 -0.3003 0.1845 -0.492 0.0659 -0.3076
Table 6: Group of 1645 genes that are differentially expressed in healthy donors. SLE patients (lupus score), RA patients.. and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
_at 9IkDa
§ AFFX- signal HUMIS transducer and AFFX- GF3A/M activator of HUMISG 97935_5 transcription 1, F3A/M979 _at 9IkDa 35_5 -0.2983 0.3243 -0.21 0.3533 0.3131 -0.2783 0.1726 -0.4602 0.0699 -0.3264
AFFX- signal HUMIS transducer and AFFX- GF3A/M activator of HUMISG 97935_ transcription 1, F3A/M979 MA_at 9IkDa 35_MA -0.3585 0.3285 -0.1584 0.3519 0.3135 -0.2787 0.1721 -0.459 0.0683 -0.3188 AFFX- signal AFFX- -0.5104 0.4097 -0.1752 0.3876 -0.3446 0.2044 -0.5451 0.0731 -0.3411
Table 6: Group of 1645 genes that are differential] y expressed in healthy donors, SLE patients (lupus score), RA patients, and WG patients.
1 2 3 4 5 6 7 8 9 10 11 12 13
Representa Healthy
Probe tive Public Donor Lupus RA WG Lupus Other Lupus WG Other 3 WG Set ID Gene Title ID score score score score score 3 score score score score score
HUMIS transducer and HUMISG 0.3945
GF3A/M activator of F3A/M979
97935_ transcription 1, 35_MB
MB at 9IkDa
o
o
ON
4-
-4
κ>
Ul
K>
o
ON
KJ
Table 1OA: Positive Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is increased when the disease activity in WG is increased.
Accession Correl. P-
# Number Gene Names Corr. Coeff value
1 NM_007219 Ring finger protein 24 0.733 2.69E-06
2 AL562528 Ubiquitin-conjugating enzyme E2, 0.729 3.23E-06 Table 1OA: Positive Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is increased when the disease activity in WG is increased.
Accession Correl. P-
# Number Gene Names Corr. Coeff value
Jl (UBC6 homolog, yeast)
V-ets erythroblastosis virus E26
3 AL575509 oncogene homolog 2 (avian) 0.728 3.46E-06 4 AI760166 Lymphocyte alpha-kinase 0.728 3.47E-06 5 U41070 Leukotriene B4 receptor 0.724 4.18E-06
B-cell CLL/lymphoma 6 (zinc
6 NM_001706 finger protein 51) 0.719 5.23E-06
7 AI538394 Hypothetical protein FLJ14001 0.714 6.34E-06 8 AW592242 Similar to CGl 5828-PA 0.713 6.72E-06 9 NM_007246 Kelch-like 2, Mayven (Drosophila) 0 0..770088 8.25E-06 10 AW264036 Hypothetical LOC389185 0.706 8.96E-06
Acyl-CoA synthetase long-chain
11 NM_001995 family member 1 0.693 1.58E-05
Solute carrier family 22 (organic
12 NM_003059 cation transporter), member 4 0.691 1.70E-05
Transcribed locus, moderately
13 AK025534 similar to XP_375099.1 0.690 1.74E-05
14 AI768563 Rho GTPase activating protein 26 0.689 1.82E-05
15 AW295340 Lymphocyte alpha-kinase 0.688 1.86E-05
16 L32185 Solute carrier family 11 member 1 0.686 2.06E-05
Nuclear factor (erythroid-derived
17 L13974 2), 45kDa 0.684 2.19E-05
Solute carrier family 2 (facilitated
18 NM_006931 glucose transporter), member 3 0.679 2.72E-05 19 NM_000717 Carbonic anhydrase IV 0.677 2.91E-05
Nuclear factor, interleukin 3
20 NM_005384 regulated 0.676 2.95E-05 Table 1OA: Positive Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is increased when the disease activity in WG is increased.
Accession Carrel. P-
# Number Gene Names Corr. Coeff value
21 W60806 0.676 2.96E-05
22 AI084056 Transcribed locus 0.673 3.30E-05
B-cell CLL/lymphoma 6 (zinc
23 S67779 finger protein 51) 0.673 3.33E-05 24 AI452715 Zinc finger protein 608 0.673 3.36E-05
25 NM_018324 Thioesterase domain containing 1 0.673 3.39E-05
Maltase-glucoamylase (alpha-
26 NM_004668 glucosidase) 0.668 4.09E-05
Staphylococcal nuclease domain
27 AI374686 containing 1 0.667 4.22E-05 28 ALl 36944 Solute carrier family 40, member 1 0 0..666677 4.24E-05 29 AF 177765 0.664 4.62E-05 30 AI767388 0.664 4.71E-05
V-ets erythroblastosis virus E26
31 NM_005239 oncogene homolog 2 (avian) 0.661 5.14E-05 32 BC004564 Docking protein 3 0.660 5.32E-05
CDNA FLJl 3601 fis, clone
33 AL049435 PLACE1010069 0.660 5.42E-05
Table 1OB: Negative Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is decreased, when the activity of WG is increased.
Accession Correl. P-
Number Gene Names Corr. Coeff value
BE217880 Interleukin 7 receptor -0.755 2.12E-05
NM_006159 NEL-like 2 (chicken) -0.738 2.46E-04
Killer cell lectin-like receptor
U30610 subfamily D, member 1 -0.727 1.45E-04 Table 1OB: Negative Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is decreased, when the activity of WG is increased.
Accession Correl. P-
# Number Gene Names Corr. Coeff value
Chromosome 16 open reading
4 NM_024600 frame 30 -0.725 4.75E-05 5 NM_000436 3-oxoacid CoA transferase 1 -0.720 2.60E-04 6 BE042354 Lactate dehydrogenase B -0.720 9.41E-05 7 L34703 T cell receptor alpha chain -0.719 1.20E-04 8 AA976536 Brix domain containing 1 -0.717 2.17E-05 9 AI761658 Hypothetical protein FLJ20315 -0.714 1.26E-05
V-ets erythroblastosis virus E26
10 BE218980 oncogene homolog 1 (avian) -0.713 2.79E-05
Mannosidase, alpha, class 1C,
11 NM_020379 member 1 -0.712 5.01E-05 12 NM_006720 Actin binding LIM protein 1 -0.711 3.28E-04 13 NM_021129 Pyrophosphatase (inorganic) -0.710 5.15E-05 14 AF043899 Bridging integrator 1 -0.707 8.08E-05
Serine hydroxymethyltransferase 2
15 AWl 90316 (mitochondrial) -0.704 8.33E-05 16 D13720 IL2-inducible T-cell kinase -0.698 1.28E-04
Nuclear factor of activated T-cells, cytoplasmic, calcineurin-dependent
17 AI770171 2 -0.697 1.44E-05
18 AK025298 Autism susceptibility candidate 2 -0.695 1.10E-04
19 AA169780 LDL receptor adaptor protein -0.694 9.23E-07
20 AW450363 ADP-ribosylation factor-like 7 -0.692 2.78E-04
Cirrhosis, autosomal recessive 6
21 AL578336 (cirhin) -0.692 7.47E-06
22 NM_02102 Ribosomal protein L36a -0.691 2.79E-04
23 N NMM_00115544114 Ribosomal protein L36 -0.691 4.41E-05 Table 1OB: Negative Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is decreased, when the activity of WG is increased. Accession Carrel. P-
# Number Gene Names Corr. Coeff value
24 BE465433 Hypothetical protein BC008322 -0.691 1.66E-05
Ankylosis, progressive homolog
25 AA854943 (mouse) -0.688 3.13E-05
26 AB051458 KIAA 1671 protein -0.687 2.57E-05
27 BC001051 ADP-ribosylation factor-like 7 -0.686 2.74E-04
CD2 antigen (p50), sheep red
28 NM_0017έ blood cell receptor -0.685 2.03E-04
29 AA541630 Runt-related transcription factor 3 -0.684 2.37E-04
30 N NMM__00221166443 Tribbles homolog 2 (Drosophila) -0.684 2.74E-04
31 AI745230 Transcribed locus -0.681 9.77E-06
32 T65020 Transcribed locus -0.680 1.91E-05
Developmentally regulated GTP
33 BF223206 binding protein 2 -0.679 2.55E-04
34 AF204231 Golgin-67 -0.678 1.88E-04
Protein kinase, cAMP-dependent,
35 AAl 30247 catalytic, beta -0.678 2.65E-04
36 U87558 Bridging integrator 1 -0.677 1.51E-04
CD3Z antigen, zeta polypeptide
37 J04132 (TiT3 complex) -0.676 1.58E-04
Ras protein-specific guanine
38 AI912976 nucleotide-releasing factor 2 -0.676 1.59E-05
39 AF036906 Linker for activation of T cells -0.676 1.29E-04
Lymphoid enhancer-binding factor
40 AF288571 1 -0.675 3.58E-05
41 AL021786 Integral membrane protein 2A -0.674 2.61E-04
B-cell CLL/lymphoma HB (zinc
42 NM_022898 finger protein) -0.674 4.48E-05 Table 1OB: Negative Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is decreased, when the activity of WG is increased. Accession Correl. P-
# Number Gene Names Corr. Coeff value 43 NM_016337 Enah/Vasp-like -0.673 5.26E-05
Serologically defined colon cancer
44 W60810 antigen 33 -0.671 3.05E-05
T cell receptor beta chain BV20S1 45 AL559122 BJ1-5 BCl -0.671 1.01E-04
Killer cell lectin-like receptor
46 AB009597 subfamily D, member 1 -0.669 1.95E-04 47 NM_000986 Ribosomal protein L24 -0.668 3.55E-04 48 NM_001009 Ribosomal protein S5 -0.666 3.54E-04 49 N25986 -0.666 2.00E-05 50 AL121934 -0.665 5.28E-05 51 BE314601 Hypothetical protein HSPCl 11 -0.665 8.80E-05 Butyrophilin, subfamily 3, member
52 U90548 A3 -0.664 3.63E-06
Lymphocyte-specific protein
53 NM_005356 tyrosine kinase -0.663 2.32E-04
Killer cell lectin-like receptor
54 NM_002258 subfamily B, member 1 -0.663 7.86E-05
Tumor necrosis factor receptor
55 U94506 superfamily, member 25 -0.662 1.29E-04 (Major histocompatibility complex, class II, DR beta 3, Major histocompatibility complex, class
56 AJ297586 II, DR beta 4) -0.662 7.36E-05
57 BF217539 Lectin, mannose-binding, 1 -0.661 2.92E-05 FUS interacting protein (serine-
58 AF047448 arginine rich) 1 -0.661 1.51E-04 Table 1OB: Negative Spearman Correlation of BVAS scores with gene fragments. The expression of these genes is decreased, when the activity of WG is increased.
Accession Carrel. P-
# Number Gene Names Corr. Coeff value
59 M12423 T cell receptor alpha locus -0.660 1.70E-04
(Heterogeneous nuclear ribonucleoprotein Al, Similar to Heterogeneous nuclear ribonucleoprotein Al (Helix- destabilizing protein) (Single- strand binding protein) (hnRNP core protein Al) (HDP-I) (Topoisomerase-inhibitor
60 X79536 suppressed)) -0.660 8.19E-05 61 AF 164622 Golgin-67 -0.660 1.47E-04
Table 12: Comparison of clinical and demographic parameters between patients belonging the low and high IFN-regulated gene groups. aAll values are provided as the number of positive patients per group, with the exception of Age, SLEDAI score and SLEDAI score (truncated) in which the mean and (SD) are indicated; 13NS indicates not significant; CC - Caucasian, B — Black, O — Other; number of patients positive for either arthritis or myositis; enumber of patients positive for either urinary casts, hematuria, proteinuria or pyuria; Wmber of patients positive for either rash, alopecia or mucosal ulcers; gSLEDAI score (truncated) is defined as the SLEDAI score less the contributions by low complement and increased DNA binding
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% ' IFN group vs. the high-
IFN group The 659 probes correspond to 297 genes.
> low IFN MgIi IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
Fc fragment of IgG, high affinity Ia,
21451 l_x_at FCGRlA L03419 -1.1317 0.6552 -0.2105 0.1339 receptor(CD64)
Fc fragment of IgG, high affinity Ia,
216950_s_at FCGRlA X14355 -1.0677 0.6181 -0.1225 0.0779 receptor(CD64)
213294_at Hypothetical protein FLJ38348 FLJ38348 AV755522 -0.9996 0.5787 0.0473 -0.0301
Chromosome 7 open
243271_at C7orf6 AI064690 -0.9341 0.5408 -0.6366 0.4051 reading frame 6 peroxisomal proliferator-
228230_at PRIC285 ALl 21829 -0.9173 0.5311 0.0623 -0.0397 activated receptor A interacting complex 285
DKFZP564F05
212333_at DKFZP564F0522 protein AL049943 -0.8993 0.5207 -0.022 0.014
22
218085_at chromatin modifying protein 5 CHMP5 NMJH5961 -0.8775 0.508 -0.4444 0.2828
Table 13: List of the 659 Gene Probes with Corresponding CentroM Scores for Classifying SLE - Healthy and the kro ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
218304_s_at oxysterol binding protein-like 11 OSBPLI l NM_022776 -0.8705 0.504 0.1602 -0.1019 interferon, alpha-inducible protein (clone IFI-
205483_s_at G1P2 NMjxmoi -0.8584 0.497 -0.9014 0.5736 15K)
ON
212185_x_at metallothionein 2A MT2A NM_005953 -0.8549 0.4949 -0.3994 0.2542
225415_at deltex 3 -like (Drosophila) DTX3L AA577672 -0.8402 0.4864 -0.459 0.2921 interferon-induced protein with tetratricopeptide repeats 1 /// interferon-
203153_at IFITl NMJ)01548 -0.8098 0.4689 -0.8238 0.5242 induced protein with tetratricopeptide repeats
1 1
20241 l_at interferon, alpha-inducible protein 27 IFI27 NM_005532 -0.8035 0.4652 -0.9187 0.5846
201470_at glutathione S-transferase omega 1 GSTOl NM_004832 -0.8007 0.4636 -0.1832 0.1166
206026_s_at tumor necrosis factor, alpha-induced protein 6 TNFAIP6 NM_007115 -0.7918 0.4584 -0.255 0.1623
214453_s_at interferon-induced protein 44 IFI44 NM_006417 -0.784 0.4539 -0.9491 0.604
218085_at chromatin modifying protein 5 CHMP5 NM_015961 -0.7822 0.4529 -0.3927 0.2499
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ϊD Gene Name Symbol Ace, No. SLE score group group score score score interferon-induced protein with
229450_at IFIT3 AI075407 -0.7815 0.4525 -0.7178 0.4568 tetratricopeptide repeats 3
78383_at Topoisomerase I binding, arginine/serine-rich TOPORS AI150117 -0.78 0.4516 0.0836 -0.0532
4-
226603_at chromosome 7 open reading frame 6 C7orf6 BE966604 -0.7795 0.4513 -0.6931 0.4411
226702_at hypothetical protein LOC 129607 LOC129607 AI742057 -0.7776 0.4502 -0.9359 0.5956
206025_s_at tumor necrosis factor, alpha-induced protein 6 TNFAIP6 AWl 88198 -0.7748 0.4486 -0.262 0.1667 tumor necrosis factor (ligand) superfamily,
202687_s_at member 10 /// tumor necrosis factor (ligand) TNFSFlO U57059 -0.7662 0.4436 -0.3212 0.2044 superfamily, member 10
Tumor necrosis factor (ligand) superfamily,
214329_x_at member 10 /// Tumor necrosis factor (ligand) TNFSFlO AW474434 -0.7604 0.4402 -0.38 0.2418 superfamily, member 10
222986_s_at scotin SCOTIN BC001463 -0.7595 0.4397 0.0283 -0.018
204415_at interferon, alpha-inducible protein (clone IFI- G1P3 NM_022873 -0.7584 0.4391 -0.0599 0.0381
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN jtieaitiiy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
6-16) tumor necrosis factor (ligand) superfamily,
223502_s_at TNFSF 13B AF134715 -0.7563 0.4378 -0.323 0.2055 member 13b interferon-induced protein with
204747_at IFIT3 NMJ)Ol 549 -0.751 0.4348 -0.7699 0.4899 tetratricopeptide repeats 3
20858 l_x_at metallothionein IX MTlX NM_005952 -0.7505 0.4345 -0.3343 0.2127
228152_s_at hypothetical protein FLJ31033 FLJ31033 AK023743 -0.747 0.4325 -0.3443 0.2191
208966_x_at interferon, gamma-inducible protein 16 IFIl 6 AF208043 -0.7468 0.4323 -0.3534 0.2249
202837_at FLN29 gene product FLN29 NM_006700 -0.7461 0.4319 -0.2178 0.1386
235276_at Epithelial stromal interaction 1 (breast) EPSTIl AA781795 -0.7456 0.4317 -0.7704 0.4903
214453_s_at interferon-induced protein 44 IFI44 NM_006417 -0.7406 0.4288 -1.0111 0.6434 solute carrier family 23 (nucleobase
209236_at SLC23A2 AL389886 -0.7386 0.4276 0.0167 -0.0106 transporters), member 2
Table 13; List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the k«v IFN group vs. the high
IFN group >. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. IMo. SLE score group group score score score serine (or cysteine) proteinase inhibitor, clade
200986_at G (Cl inhibitor), member 1, (angioedema, SERPINGl NM_000062 -0.7381 0.4273 -0.6162 0.3921 hereditary)
4_
204439_at interferon-induced protein 44-like IFI44L NM_006820 -0.7348 0.4254 -1.4373 0.9147
235276_at Epithelial stromal interaction 1 (breast) EPSTIl AA781795 -0.7342 0.4251 -0.8115 0.5164 tumor necrosis factor (ligand) superfamily,
223502_s_at TNFSF13B AF134715 -0.7309 0.4231 -0.3263 0.2076 member 13b
204439_at interferon-induced protein 44-like IFI44L NM_006820 -0.7297 0.4224 -0.9813 0.6245
N-ethylmaleimide-sensitive factor attachment
20875 l_at NAPA BCOOl 165 -0.729 0.4221 0.0624 -0.0397 protein, alpha
213294_at Hypothetical protein FLJ38348 FLJ38348 AV755522 -0.7286 0.4218 -0.5528 0.3518 peroxisomal proliferator-activated receptor A
228230_at PRIC285 AL121829 -0.7255 0.42 -0.4661 0.2966 interacting complex 285
224957_at cDNA sequence BC022357 BC022357 AL572206 -0.7251 0.4198 -0.0395 0.0251
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lovs ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score „ similar to Interferon-induced transmembrane
216565_x_at LOC391020 ALl 21994 -0.7153 0.4141 -0.2301 0.1464 protein 3 (Interferon-inducible protein 1-8U) eukaryotic translation initiation factor 2-alpha
20421 l_x_at EIF2AK2 NM_002759 -0.7039 0.4075 -0.5452 0.347 kinase 2
239979_at Epithelial stromal interaction 1 (breast) EPSTIl BE645480 -0.7015 0.4061 -0.7884 0.5017
223577_x_at PRO 1073 protein PRO1073 AA827878 -0.7 0.4053 -0.181 0.1152 interferon-induced protein with
229450_at IFIT3 AI075407 -0.6984 0.4043 -0.7166 0.456 tetratricopeptide repeats 3
202343_x_at cytochrome c oxidase subunit Vb COX5B NMJ)01862 -0.6968 0.4034 -0.1134 0.0722 radical S-adenosyl methionine domain
213797_at RSAD2 AI337069 -0.6945 0.4021 -1.1284 0.7181 containing 2
235276_at Epithelial stromal interaction 1 (breast) EPSTIl AA781795 -0.6919 0.4006 -0.7842 0.499
202430_s_at phospholipid scramblase 1 PLSCRl NM_021105 -0.692 0.4006 -0.503 0.3201
208855_s_at serine/threonine kinase 24 (STE20 homolog, STK24 AF083420 -0.6882 0.3985 -0.0585 0.0372
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
AffylD Gene Name Symbol Ace. No. SLE score group group score score score yeast)
225919_s_at chromosome 9 open reading frame 72 C9orf72 AI832598 -0.6863 0.3973 -0.0935 0.0595 radical S-adenosyl methionine domain
242625_at RSAD2 AWl 89843 -0.6852 0.3967 -1.1837 0.7533 containing 2 dehydrogenase/reductase (SDR family)
219799_s_at DHRS9 NM_005771 -0.6815 0.3945 -0.2696 0.1715 member 9 radical S-adenosyl methionine domain
213797_at RSAD2 AI337069 -0.6808 0.3942 -1.0289 0.6548 containing 2
233425_at zinc finger, CCHC domain containing 2 ZCCHC2 AU147903 -0.6791 0.3932 -0.8697 0.5534
20241 l_at interferon, alpha-inducible protein 27 IFI27 NM_005532 -0.678 0.3925 -0.8661 0.5511
211012_s_at promyelocytic leukemia PML BC000080 -0.6774 0.3922 -0.356 0.2265
Poly (ADP-ribose) polymerase family,
227807_at PARP9 AI738416 -0.6684 0.3869 -0.2206 0.1404 member 9
239979_at Epithelial stromal interaction 1 (breast) EPSTIl BE645480 -0.6681 0.3868 -1.0319 0.6567
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ? IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol _ Ace, No. SLE score group group score score score
221827_at chromosome 20 open reading frame 18 C20orfl8 BE788439 -0.6673 0.3864 -0.3455 0.2198
219356_s_at chromatin modifying protein 5 CHMP5 NM_016410 -0.6654 0.3852 -0.3687 0.2346
DEAD (Asp-Glu-Ala-Asp) box polypeptide
242961_x_at DDX58 AI304317 -0.6603 0.3823 -0.0821 0.0522 58 eukaryotic translation initiation factor 2-alpha
20421 l_x_at EIF2AK2 NM_002759 -0.6604 0.3823 -0.4852 0.3088 kinase 2 tumor necrosis factor (ligand) superfamily,
223501_at TNFSF 13B AWl 51360 -0.6573 0.3806 -0.4563 0.2904 member 13b myxovirus (influenza virus) resistance 2
204994_at MX2 NM_002463 -0.6569 0.3803 -0.3939 0.2507 (mouse) guanine nucleotide binding protein (G
207157_s_at GNG5 NM_005274 -0.6426 0.372 -0.1859 0.1183 protein), gamma 5 interferon-induced protein with
226757_at IFIT2 AA131041 -0.6418 0.3716 -0.6274 0.3993 tetratricopeptide repeats 2
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low 11FN group vs. the high
IFN grout. >. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
205098_at chemokine (C-C motif) receptor 1 CCRl AI421071 -0.6407 0.3709 -0.5611 0.3571
SCO cytochrome oxidase deficient homolog 2
205241_at SCO2 NM_005138 -0.6367 0.3686 -0.3668 0.2334 (yeast)
226941_at Activating transcription factor 6 ATF6 BF439325 -0.6346 0.3674 -0.2223 0.1415
232645_at hypothetical protein LOC153684 LOC153684 AW665885 -0.6297 0.3646 -0.0224 0.0143
Signal transducer and activator of
232375_at STATl AI539443 -0.6282 0.3637 -0.2377 0.1513 transcription 1, 9IkDa
225415_at deltex 3 -like (Drosophila) DTX3L AA577672 -0.6258 0.3623 -0.3625 0.2307 interferon-induced protein with tetratricopeptide repeats 1 /// interferon-
203153_at IFITl NM_pO1548 -0.6243 0.3614 -0.8062 0.513 induced protein with tetratricopeptide repeats
1 1
221345_at G protein-coupled receptor 43 GPR43 NM_005306 -0.6232 0.3608 -0.2163 0.1376
212185_x_at metallothionein 2 A MT2A NM_005953 -0.6198 0.3588 0.0888 -0.0565
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the km IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ϊD Gene Name Symbol Ace. No. SLE score group group score score score
218400_at 2 -5 -oligoadenylate synthetase 3, 10OkDa OAS3 NM_006187 -0.6171 0.3573 -0.8285 0.5273 interferon, alpha-inducible protein (clone IFI-
205483_j5_at G1P2 NM_005101 -0.6161 0.3567 -0.9313 0.5927 15K)
4- caspase 1, apoptosis-related cysteine protease
211367_s_at CASPl U13699 -0.6135 0.3552 -0.4356 0.2772 (interleukin 1, beta, convertase)
Transcribed locus, moderately similar to
235220_at XP_517655.1 similar to KIAA0825 protein — BG168199 -0.6124 0.3546 -0.3387 0.2155
[Pan troglodytes]
218618_s_at fibronectin type III domain containing 3 B FNDC3B NM_022763 -0.6114 0.354 -0.1889 0.1202
Likely ortholog of mouse acyl-Coenzyme A
239277_at ACATE2 AI559696 -0.6068 0.3513 -0.4803 0.3056 thioesterase 2, mitochondrial
224957_at cDNA sequence BC022357 BC022357 AL572206 -0.606 0.3509 -0.1159 0.0738
202145_at lymphocyte antigen 6 complex, locus E LY6E NM_002346 -0.6047 0.3501 -1.009 0.6421
22470 l_at poly (ADP-ribose) polymerase family, PARP14 AA056548 -0.596 0.3451 -0.5456 0.3472
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy arid the kro ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes. <•
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score member 14
222986_s_at scotin SCOTIN BC001463 -0.5955 0.3448 -0.3965 0.2523
219209_at interferon induced with helicase C domain 1 IFIHl NM_022168 -0.5952 0.3446 -0.7018 0.4466
Ul 227458_at CD274 antigen PDCDlLGl AI608902 -0.5951 0.3445 -0.5119 0.3258
228050_at Src-associated protein SAW FLJl 2787 AA046406 -0.5941 0.344 -0.2897 0.1844
219352_at hect domain and RLD 6 HERC6 NMJU7912 -0.593 0.3433 -0.6414 0.4082
202863__at nuclear antigen SpIOO SPlOO NMJ)03113 -0.5927 0.3431 -0.3765 0.2396
214059_at Interferon-induced protein 44 IFI44 BE049439 -0.5918 0.3426 -0.0172 0.011 interferon-induced protein with
203595_s_at IFIT5 N47725 -0.5873 0.34 -0.7444 0.4737 tetratricopeptide repeats 5
210797_s_at 2 -5 '-oligoadenylate synthetase-like OASL AF063612 -0.5868 0.3397 -0.6916 0.4401
213350_at Ribosomal protein SI l RPSIl BF680255 -0.5864 0.3395 -0.3412 0.2171
204225_at histone deacetylase 4 HDAC4 NM_006037 -0.5851 0.3387 -0.2898 0.1844
221943_x_at Ribosomal protein L38 RPL38 AW303136 -0.5851 0.3387 -0.4185 0.2663
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
202008_s_at nidogen (enactin) NID NM_002S08 -0.5847 0.3385 -0.1285 0.0817
220492_s_at otoferlin OTOF NM_004802 -0.5843 0.3383 -0.0177 0.0112
218773_s_at methionine sulfoxide reductase B2 MSRB2 NM_012228 -0.5825 0.3372 -0.1194 0.076
Os 217933_s_at leucine aminopeptidase 3 LAP3 NM_015907 -0.5811 0.3364 -0.6709 0.4269
219863_at hect domain and RLD 5 HERC5 NM_016323 -0.5784 0.3349 -0.9824 0.6252
205552_s_at 2',5 -oligoadenylate synthetase 1, 40/46kDa OASl NM_002534 -0.5779 0.3346 -0.8845 0.5628
223062_s_at phosphoserine aminotransferase 1 PSATl BC004863 -0.577 0.3341 -0.5011 0.3189
230179_at hypothetical protein LOC285812 LOC285812 N52572 -0.5756 0.3332 -0.4227 0.269
225076_s_at KIAAl 404 protein KIAA1404 AAl 50460 -0.5746 0.3327 -0.2216 0.141
Transcribed locus, weakly similar to
240165_at XP_209041.2 KIAAl 503 protein [Homo — AI678013 -0.5743 0.3325 -0.4119 0.2621 sapiens]
21921 l_at ubiquitin specific protease 18 USP 18 NM_017414 -0.5744 0.3325 -1.0738 0.6833
213199_at DKFZP586P0123 protein DKFZP586P01 AL080220 -0.5728 0.3316 -0.4504 0.2866
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high
BFN group. The 659 probes correspond to 297 genes.
low IFN high IFN jcieaitiiy
Affy BD Gene Name Symbol Ace. Ko. SLE score group score score score
23
218400_at 2 -5 -oligoadenylate synthetase 3, 10OkDa OAS3 NM_006187 -0.5724 0.3314 -0.9572 0.6091
223298_s_at 5 -nucleotidase, cytosolic III NT5C3 AF312735 -0.5717 0.331 -0.2299 0.1463
Ul -4 228570_at BTB (POZ) domain containing 11 BTBDIl BF510581 -0.5718 0.331 0.1547 -0.0984
223062_s_at phosphoserine aminotransferase 1 PSATl BC004863 -0.5718 0.331 -0.3949 0.2513
232563_at zinc finger protein 684 ZNF684 AW275016 -0.5718 0.331 -0.5135 0.3268
227354_at FLJ37858 protein FLJ37858 BF589359 -0.5706 0.3303 -0.1473 0.0937
Nance-Horan syndrome (congenital cataracts
228933_at NHS BF111819 -0.5697 0.3298 -0.4038 0.257 and dental anomalies)
219559_at chromosome 20 open reading frame 59 C20orf59 NM_022082 -0.5694 0.3296 -0.2289 0.1456
212285_s_at agrin AGRN AW008051 -0.568 0.3289 -0.6139 0.3907
231956_at KIAA1618 KIAA1618 AA976354 -0.5681 0.3289 -0.6082 0.387
Fc fragment of IgG, high affinity Ia, receptor
214511_x_at FCGRlA L03419 -0.5669 0.3282 -0.1567 0.0997 (CD64)
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
AffyID Gene Name Symbol Ace. No. SLE score group group score score score
223577_x_at PRO 1073 protein PRO 1073 AA827878 -0.5662 0.3278 -0.2247 0.143
233425_at zinc finger, CCHC domain containing 2 ZCCHC2 AU147903 -0.5661 0.3277 -0.663 0.4219
212531_at lipocalin 2 (oncogene 24p3) LCN2 NM_005564 -0.5647 0.3269 -0.4259 0.271 poly (ADP-ribose) polymerase family,
223220_s_at PARP9 AF307338 -0.5642 0.3266 -0.4421 0.2814 member 9
204170_s_at CDC28 protein kinase regulatory subunit 2 CKS2 NMJ)01827 -0.564 0.3265 -0.4924 0.3134
44673_at sialoadhesin SN N53555 -0.5633 0.3261 -1.0109 0.6433
78383_at Topoisomerase I binding, arginine/serine-rich TOPORS AI150117 -0.5626 0.3257 -0.355 0.2259
Metastasis associated lung adenocarcinoma
228582_x_at MALATl AI475544 -0.5615 0.3251 -0.28 0.1782 transcript 1 (non-coding RNA) 209546_s_at apolipoprotein L, 1 APOLl AF323540 -0.5598 0.3241 -0.4161 0.2648
MCM4 minichromosome maintenance 222036_s_at MCM4 AI859865 -0.5596 0.324 -0.4585 0.2918 deficient 4 (S. cerevisiae) 222532 at signal recognition particle receptor, B subunit SRPRB BF983948 -0.5595 0.3239 -0.1972 0.1255
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
201649_at ubiquitin-conjugating enzyme E2L 6 UBE2L6 NM_004223 -0.5593 0.3238 -0.3627 0.2308
22529 l_at polyribonucleotide nucleotidyltransferase 1 PNPTl AI967971 -0.5574 0.3227 -0.57 0.3627
213524_s_at putative lymphocyte G0/G1 switch gene G0S2 NM_015714 -0.5568 0.3223 -0.4215 0.2683
Ul
<o 230354_at Transcribed locus — BG236273 -0.5561 0.3219 -0.3847 0.2448
Transcribed locus, weakly similar to
241368_at NP_003148.1 NIMA (never in mitosis gene — All 90693 -0.556 0.3219 0.0465 -0.0296 a)-related kinase 4 [Homo sapiens]
Poly (ADP-ribose) polymerase family,
235157_at PARP 14 AW297731 -0.5547 0.3212 -0.8667 0.5515 member 14
224589_at — — BF223193 -0.5531 0.3202 -0.4285 0.2727
226702_at hypothetical protein LOC 129607 LOC 129607 AI742057 -0.5532 0.3202 -0.9896 0.6297
208966_x_at interferon, gamma-inducible protein 16 IFI16 AF208043 -0.5521 0.3196 -0.3623 0.2306
202595_s_at leptin receptor overlapping transcript-like 1 LEPROTLl AF161461 -0.5496 0.3182 -0.472 0.3003
223952_x_at dehydrogenase/reductase (SDR family) DHRS9 AF240698 -0.5494 0.3181 -0.3798 0.2417
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ϊD Gene Name Symbol Ace. Ko. SLE score group group score score score member 9 -
MCM4 minichromosome maintenance
222036_s_at MCM4 AI859865 -0.5495 0.3181 -0.0903 0.0575
Os deficient 4 (S. cerevisiae) O\
O serine/threonine kinase 24 (STE20 homolog,
208855_s_at STK24 AF083420 -0.5495 0.3181 0.0169 -0.0107 yeast)
MCM6 minichromosome maintenance
201930_at deficient 6 (MIS5 homolog, S. pombe) (S. MCM6 NM_005915 -0.5492 0.318 -0.4464 0.2841 cerevisiae)
218618_s_at fibronectin type III domain containing 3B FNDC3B NM_022763 -0.549 0.3178 -0.3711 0.2362
219356_s_at chromatin modifying protein 5 CHMP5 NM_016410 -0.5476 0.317 -0.5562 0.354
237544_at Transcribed locus — BF508786 -0.547 0.3167 -0.4772 0.3037
212356_at KIAA0323 KIAA0323 AB002321 -0.5465 0.3164 -0.0164 0.0104
MCM6 minichromosome maintenance
201930_at MCM6 NM_005915 -0.5447 0.3154 -0.4378 0.2786 deficient 6 (MIS5 homolog, S. pombe) (S.
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN Mgh IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score cerevisiae)
240718_at Cancer susceptibility candidate 1 CASCl AW303384 -0.5441 0.315 -0.4522 0.2878
235175_at guanylate binding protein 4 GBP4 BG260886 -0.5437 0.3148 -0.1063 0.0676
YDD 19 protein /// chromosome 6 open YDD 19 ///
215207_x_at reading frame 68 /// similar to hypothetical C6orf68 /// BF695847 -0.543 0.3144 -0.4448 0.2831 protein, MGC:7199 LOC440128
210797_s_at 2 -5 -oligoadenylate synthetase-like OASL AF063612 -0.5414 0.3135 -0.9108 0.5796
219684_at 28kD interferon responsive protein IFRG28 NM_022147 -0.5403 0.3128 -0.8232 0.5238
218915_at neurofibromin 2 (bilateral acoustic neuroma) NF2 NM_016418 -0.5399 0.3126 -0.4305 0.274
244398_x_at zinc finger protein 684 ZNF684 BE328243 -0.5372 0.311 -0.5321 0.3386
SCO cytochrome oxidase deficient homolog 2
205241_at SC02 NM_005138 -0.5369 0.3109 -0.3725 0.237 (yeast)
235276_at Epithelial stromal interaction 1 (breast) EPSTIl AA781795 -0.5365 0.3106 -0.6529 0.4155
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low < IFN group vs. the high
IFN gi'ouf ). The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
230314_at Similar to hypothetical protein 628 — AW014557 -0.5365 0.3106 -0.5232 0.333
201649_at ubiquitin-conjugating enzyme E2L 6 UBE2L6 NM_004223 -0.5359 0.3103 -0.4191 0.2667
48117_at hypothetical protein BCOl 1981 LOCI 12869 AAl 60496 -0.5357 0.3101 -0.4525 0.2879
230314_at Similar to hypothetical protein 628 — AW014557 -0.5357 0.3101 -1.0033 0.6385
218400_at 2 -5'-oligoadenylate synthetase 3, 10OkDa OAS3 NM_006187 -0.5353 0.3099 -1.1506 0.7322
225076_s_at KIAAl 404 protein KIAA1404 AAl 50460 -0.5351 0.3098 -0.1802 0.1147
241916_at Phospholipid scramblase 1 PLSCRl AI984040 -0.5347 0.3096 -0.7703 0.4902
241016_at Cullin 3 CUL3 AI017888 -0.5328 0.3085 -0.4724 0.3006
Solute carrier family 4 (anion exchanger),
242030_at SLC4A1AP AI934909 -0.5319 0.308 -0.1395 0.0888 member 1, adaptor protein
228151_at Transcribed locus — BF970431 -0.5319 0.3079 -0.4747 0.3021
201641_at bone marrow stromal cell antigen 2 BST2 NM_004335 -0.5314 0.3076 -0.5593 0.3559
219209_at interferon induced with helicase C domain 1 IFIHl NM_022168 -0.5305 0.3071 -0.6925 0.4407
230354_at Transcribed locus — BG236273 -0.5302 0.3069 -0.3427 0.2181
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% 1 IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group ~ score score score
218872_at hypothetical protein FLJ20607 TSC NMJ) 17899 -0.5299 0.3068 0.1437 -0.0915
203243_s_at PDZ and LIM domain 5 PDLIM5 NM__006457 -0.53 0.3068 -0.1515 0.0964
ON myxovirus (influenza virus) resistance 2
204994_at MX2 NMJ)02463 -0.5297 0.3067 0.0073 -0.0047 (mouse)
234986_at Glutamate-cysteine ligase, modifier subunit GCLM AA630626 -0.5296 0.3066 -0.3822 0.2432 membrane-spanning 4-domains, subfamily A,
224358_s_at member 7 /// membrane-spanning 4-domains, MS4A7 AF237916 -0.5278 0.3055 -0.4836 0.3077 subfamily A, member 7 interferon, alpha-inducible protein (clone IFI-
204415_at G1P3 NM_022873 -0.5273 0.3053 -1.0987 0.6992 6-16)
23533 l_x_at polycomb group ring finger 5 PCGF5 AI341142 -0.5272 0.3052 -0.4676 0.2976 -
230645_at FERM domain containing 3 FRMD3 BFl 10588 -0.5267 0.3049 -0.14 0.0891
DEAD (Asp-Glu-Ala-Asp) box polypeptide
218943_s_at DDX58 NM_014314 -0.5264 0.3048 -0.582 0.3704 58
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
242446_at chromosome 6 open reading frame 163 C6orfl63 AI033106 -0.5256 0.3043 -0.4608 0.2932 peroxisomal proliferator-activated receptor A
228230_at PRIC285 AL121829 -0.5249 0.3039 -0.5806 0.3695 interacting complex 285
33850_at microtubule-associated protein 4 MAP4 W28892 -0.5248 0.3038 -0.4072 0.2592
216246_at Ribosomal protein S20 RPS20 AFl 13008 -0.5248 0.3038 0.0307 -0.0195
235106_at mastermind-like 2 (Drosophila) MAML2 AW847318 -0.5235 0.3031 -0.4755 0.3026
209684_at Ras and Rab interactor 2 RIN2 ALl 36924 -0.5233 0.303 -0.5062 0.3221
222154_s_at DNA polymerase-transactivated protein 6 DNAPTP6 AK002064 -0.5232 0.3029 -0.5788 0.3683
238739_at Transcribed locus — AW902062 -0.5229 0.3027 -0.3886 0.2473
222816_s_at zinc finger, CCHC domain containing 2 ZCCHC2 BE676543 -0.5223 0.3024 -0.5538 0.3524
202028_s_at ribosomal protein L38 RPL38 BC000603 -0.5217 0.3021 -0.4832 0.3075
219426_at eukaryotic translation initiation factor 2C, 3 EIF2C3 NM_024852 -0.5217 0.3021 -0.4482 0.2852 membrane-spanning 4-domains, subfamily A,
224358_s_at MS4A7 AF237916 -0.5215 0.3019 -0.4998 0.3181 member 7 /// membrane-spanning 4-domains,
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the km r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score subfamily A, member 7
243271_at Chromosome 7 open reading frame 6 C7orf6 AI064690 -0.5208 0.3015 -0.5667 0.3606
ON 238743_at Hypothetical protein FLJ38348 FLJ38348 BG251692 -0.5207 0.3015 -0.4359 0.2774
Ui
DEAD (Asp-Glu-Ala-Asp) box polypeptide
218943_s_at DDX58 NM_014314 -0.5206 0.3014 -0.4341 0.2762 58 solute carrier family 23 (nucleobase
209236_at SLC23A2 AL389886 -0.5206 0.3014 -0.4802 0.3056 transporters), member 2
232666_at 2-5 -oligoadenylate synthetase 3, 10OkDa OAS3 R13458 -0.52 0.301 -0.061 0.0388
213293_s_at tripartite motif-containing 22 TRIM22 AA083478 -0.5185 0.3002 -0.5672 0.3609
222154_s_at DNA polymerase-transactivated protein 6 DNAPTP6 AK002064 -0.5177 0.2997 -1.0887 0.6928
201545_s_at poly(A) binding protein, nuclear 1 PABPNl NM_004643 -0.517 0.2993 -0.1674 0.1065 guanylate binding protein 2, interferon-
242907_at GBP2 BF509371 -0.5166 0.2991 -0.4255 0.2708 inducible
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the krø r IEN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
228151_at Transcribed locus — BF970431 -0.5166 0.2991 -0.4011 0.2552
222986_s_at scotin SCOTIN BC001463 -0.5164 0.2989 -0.3278 0.2086 caspase 1, apoptosis-related cysteine protease
211367_s_at CASPl U13699 -0.5161 0.2988 -0.4477 0.2849 (interleukin 1, beta, convertase)
202595_s_at leptin receptor overlapping transcript-like 1 LEPROTLl AF161461 -0.5156 0.2985 -0.2161 0.1375
DEAD (Asp-Glu-Ala-Asp) box polypeptide
218943_s_at DDX58 NMJU4314 -0.5153 0.2983 -0.4631 0.2947 58
233591_at CDNA: FLJ23098 fis, clone LNG07440 — AK026751 -0.515 0.2982 -0.4556 0.2899
204225_at histone deacetylase 4 HDAC4 NM_006037 -0.5144 0.2978 -0.2752 0.1751
215221_at Forkheadbox Pl FOXPl AK025064 -0.5142 0.2977 -0.3321 0.2113
202010_s_at zinc finger protein 410 ZNF410 NM_021188 -0.5141 0.2976 -0.4983 0.3171
219559_at chromosome 20 open reading frame 59 C20orf59 NM_022082 -0.5139 0.2975 -0.4112 0.2616
Transcribed locus, moderately similar to
235220_at — BG168199 -0.5125 0.2967 -0.4542 0.289 XP_517655.1 similar to KIAA0825 protein
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% r IFN group vs. the high
EFN grout. ). The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Afly ED Gene Name Symbol Ace, No. SLE score group group score score score
[Pan troglodytes]
209684_at Ras and Rab interactor 2 RIN2 AL136924 -0.5108 0.2957 -0.5028 0.3199
202869_at 2',5'-oligoadenylate synthetase 1, 40/46kDa OASl NM_016816 -0.5107 0.2956 -0.9604 0.6112
-4 peroxisomal proliferator-activated receptor A
228230_at PRIC285 AL121829 -0.5089 0.2946 -0.4983 0.3171 interacting complex 285 guanylate binding protein 1, interferon-
202270_at inducible, 67kDa /// guanylate binding protein GBPl NM_002053 -0.5083 0.2943 -0.542 0.3449
1, interferon-inducible, 67kDa
212356_at KIAA0323 KIAA0323 AB002321 -0.5082 0.2942 -0.4297 0.2734
215221_at Forkheadbox Pl FOXPl AK025064 -0.5078 0.294 -0.4586 0.2919
202636_at ring finger protein 103 RNF103 NM_005667 -0.5077 0.2939 -0.4071 0.259
212657_s_at interleukin 1 receptor antagonist ILlRN U65590 -0.5074 0.2938 -0.3295 0.2097
203091_at far upstream element (FUSE) binding protein FUBPl NM_003902 -0.5074 0.2937 -0.2572 0.1637
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the krø r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes. -
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
1
226941_at Activating transcription factor 6 ATF6 BF439325 -0.5064 0.2932 -0.4555 0.2899
33850_at microtubule-associated protein 4 MAP4 W28892 -0.5065 0.2932 -0.392 0.2494 oe 202863_at nuclear antigen SpIOO SPlOO NM_003113 -0.5063 0.2931 -0.4572 0.291 nm_014143 PDCDlLGl PDCDlLGl nm_014143 -0.5063 0.2931 -0.039 0.0248
227347_x_at hairy and enhancer of split 4 (Drosophila) HES4 NM_021170 -0.5053 0.2926 -0.5448 0.3467
232222_at chromosome 18 open reading frame 49 C18orf49 AK000229 -0.5045 0.2921 -0.4824 0.307
235643_at chromosome 7 open reading frame 6 C7orf6 BE886225 -0.5043 0.292 -0.7368 0.4689
Homo sapiens, clone IMAGE:5261213,
228315_at — AI632728 -0.5042 0.2919 -0.4722 0.3005 mRNA
218986_s_at hypothetical protein FLJ20035 FLJ20035 NM_017631 -0.5043 0.2919 -1.0228 0.6509
220019_s_at zinc finger protein 224 ZNF224 NM_005774 -0.5031 0.2912 -0.4884 0.3108
226603_at chromosome 7 open reading frame 6 C7orf6 BE966604 -0.5007 0.2899 -0.6608 0.4205
201202_at proliferating cell nuclear antigen PCNA NM_002592 -0.5002 0.2896 -0.4078 0.2595
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high BFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
205569_at lysosomal-associated membrane protein 3 LAMP3 NM_014398 -0.4999 0.2894 -0.5254 0.3344
232563_at zinc finger protein 684 ZNF684 AW275016 -0.4998 0.2894 -0.4666 0.2969
205099_s_at chemokine (C-C motif) receptor 1 CCRl NMJ)01295 -0.4974 0.288 -0.5734 0.3649
ON
223298_s_at 5 -nucleotidase, cytosolic III NT5C3 AF312735 -0.497 0.2878 -0.3114 0.1981
210312_s_at intraflagellar transport protein IFT20 IFT20 BC002640 -0.4971 0.2878 -0.4439 0.2825
225919_s_at chromosome 9 open reading frame 72 C9orf72 AI832598 -0.496 0.2872 -0.0697 0.0443
203713_s_at lethal giant larvae homolog 2 (Drosophila) LLGL2 NM__004524 -0.4954 0.2868 -0.1498 0.0953
219352_at hect domain and RLD 6 HERC6 NM_017912 -0.4947 0.2864 -0.7943 0.5054
206075_s_at casein kinase 2, alpha 1 polypeptide CSNK2A1 NM__001895 -0.4943 0.2862 -0.0804 0.0512
202446_s_at phospholipid scramblase 1 PLSCRl AI825926 -0.4944 0.2862 -0.5523 0.3514
223414_s_at hypothetical protein FLJ20425 LYAR ALl 36750 -0.4939 0.286 -0.5189 0.3302 transporter 1 , ATP-binding cassette, sub- 202307 s at TAPl NM_000593 -0.4929 0.2854 -0.3272 0.2082
~ ~ family B (MDR/TAP)
204615_x_at isopentenyl-diphosphate delta isomerase IDIl NM 004508 -0.4929 0.2853 -0.3952 0.2515
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
202446_s_at phospholipid scramblase 1 PLSCRl AI825926 -0.4926 0.2852 -0.5449 0.3468
ATPase, H+ transporting, lysosomal 42kDa,
202872_at ATP6V1C1 AW024925 -0.4907 0.2841 -0.0117 0.0074 Vl subunit C, isoform 1
-4
O guanylate binding protein 2, interferon-
242907_at GBP2 BF509371 -0.4902 0.2838 -0.3055 0.1944 inducible
220492_s_at otoferlin OTOF NM_004802 -0.4892 0.2832 -0.5692 0.3622
22529 l_at polyribonucleotide nucleotidyltransferase 1 PNPTl AI967971 -0.4891 0.2832 -0.5774 0.3674 guanylate binding protein 1, interferon-
202270_at inducible, 67kDa /// guanylate binding protein GBPl NM_002053 -0.4885 0.2828 -0.5127 0.3263
1, interferon-inducible, 67kDa
CDNA FLJ12226 fis, clone
215995_x_at — AUl 47598 -0.4878 0.2824 -0.0319 0.0203 MAMMAlOOl 143
CD44 antigen (homing function and Indian
204489_s_at CD44 NM_000610 -0.4871 0.282 -0.1748 0.1112 blood group system)
Table 13: List of the 659 Gene Probes with Corresponding Ceiitroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
202010_s_at zinc finger protein 410 ZNF410 NM_021188 -0.4864 0.2816 -0.1666 0.106
206133_at XIAP associated factor-1 HSXIAPAFl NM_017523 -0.486 0.2814 -1.0225 0.6507
ON 219863_at hect domain and RLD 5 HERC5 NM_016323 -0.4858 0.2813 -0.9398 0.5981 -4
219684_at 28kD interferon responsive protein IFRG28 NM_022147 -0.4853 0.281 -0.6293 0.4005
DKFZP564F05
212333_at DKFZP564F0522 protein AL049943 -0.4851 0.2808 -0.4155 0.2644
22
230036_at chromosome 7 open reading frame 6 C7orf6 BE669858 -0.4848 0.2806 -0.6662 0.4239 201641_at bone marrow stromal cell antigen 2 BST2 NM_004335 -0.4841 0.2803 -0.5741 0.3654
Poly (ADP-ribose) polymerase family,
235157_at PARP14 AW297731 -0.484 0.2802 -0.6805 0.433 member 14 225416_at Ring finger protein 12 RNF12 N58188 -0.4822 0.2792 -0.4884 0.3108
Chromosome 9 open reading frame 10 239391_at C9orflOOS AA195528 -0.4818 0.2789 -0.4318 0.2748 opposite strand 201233 at proteasome (prosome, macropain) 26 S PSMD 13 NM 002817 -0.4806 0.2783 -0.4661 0.2966
Table 13: List of the 659 Gene Probes wifb. Corresponding CentroM Scores for Classifying SLE - Healthy and the kro r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No, „ SLE score group group
* score score score subunit, non-ATPase, 13
219519_s_at sialoadhesin /// sialoadhesin SN NM_023068 -0.48 0.2779 -0.2982 0.1898
230866_at cysteinyl leukotriene receptor 1 CYSLTRl BE549540 -0.4789 0.2773 -0.4419 0.2812 βs -J κ> 202430_s_at phospholipid scramblase 1 PLSCRl NM_021105 -0.4787 0.2771 -0.5775 0.3675
235574_at guanylate binding protein 4 GBP4 AW392952 -0.4782 0.2768 -0.5294 0.3369
209593_s_at torsin family 1, member B (torsin B) TORlB AF317129 -0.4772 0.2763 -0.3978 0.2531
229625_at Guanylate binding protein 5 GBP5 BG545653 -0.4765 0.2759 -0.3255 0.2072
204860_s_at baculoviral IAP repeat-containing 1 BIRCl AI817801 -0.4762 0.2757 -0.0731 0.0465
242898_at — — AI494047 -0.4754 0.2752 -0.5215 0.3319
205875_s_at three prime repair exonuclease 1 TREXl NM_016381 -0.4745 0.2747 -0.3673 0.2337 programmed cell death 4 (neoplastic
202730_s_at PDCD4 NM_014456 -0.474 0.2744 -0.5141 0.3271 transformation inhibitor)
230179_at hypothetical protein LOC285812 LOC285812 N52572 -0.4731 0.2739 -0.3495 0.2224
20875 l_at N-ethylmaleimide-sensitive factor attachment NAPA BCOOl 165 -0.4719 0.2732 -0.0139 0.0088
Table 13: List of the 659 Gene Probes with Corresponding Centroid Seores for Classifying SLE - Healthy and the lo% r IFN group vs. the high
BFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
AffyID Gene Name Symbol Ace, No. SLE score group group score score score protein, alpha proteasome (prosome, macropain) subunit,
202243_s_at PSMB4 NM_002796 -0.472 0.2732 -0.0524 0.0334 beta type, 4
Acyl-CoA synthetase long-chain family
201660_at ACSL3 AL525798 -0.4717 0.2731 -0.4581 0.2915 member 3
225076_s_at KIAA1404 protein KIAA1404 AAl 50460 -0.4711 0.2728 -0.1942 0.1236
235573_at Heat shock 105kDa/l 1OkDa protein 1 HSPHl AL536101 -0.4706 0.2725 -0.4773 0.3037
221827_at chromosome 20 open reading frame 18 C20orfl8 BE788439 -0.4702 0.2722 -0.3412 0.2171
225065_x_at hypothetical protein MGC40157 MGC40157 AI826279 -0.469 0.2715 -0.0123 0.0078
206115_at early growth response 3 EGR3 NM_004430 -0.4683 0.2711 -0.2114 0.1345
228607_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa OAS2 AI651594 -0.4671 0.2704 -0.2311 0.147
227347_x_at hairy and enhancer of split 4 (Drosophila) HES4 NM_021170 -0.4665 0.2701 -0.4279 0.2723 radical S-adenosyl methionine domain
242625_at RSAD2 AWl 89843 -0.4655 0.2695 -0.5963 0.3795 containing 2
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% ' IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
206332_s_at interferon, gamma-inducible protein 16 IFIl 6 NM_005531 -0.4649 0.2692 -0.3371 0.2145
218915_ at neurofibromin 2 (bilateral acoustic neuroma) NF2 NM_016418 -0.4646 0.269 -0.4903 0.312
20482 ljat butyrophilin, subfamily 3, member A3 BTN3A3 NM_006994 -0.4632 0.2682 -0.3222 0.2051
-4
4- 235386_at Hypothetical protein LOC285535 LOC285535 AWl 62768 -0.4628 0.2679 -0.5241 0.3335
DEAD (Asp-Glu-Ala-Asp) box polypeptide
222793_at DDX58 AK023661 -0.4618 0.2674 -0.6291 0.4003 58
219684_at 28kD interferon responsive protein IFRG28 NM_022147 -0.4618 0.2673 -0.7793 0.4959
205003_at dedicator of cytokinesis 4 DOCK4 NMJH4705 -0.4617 0.2673 -0.2767 0.1761
204326_x_at metallothionein IX MTlX NM_002450 -0.4611 0.2669 -0.3016 0.1919
205552_s_at 2',5 -oligoadenylate synthetase 1, 40/46kDa OASl NM_002534 -0.4604 0.2665 -0.6074 0.3865
232222_at chromosome 18 open reading frame 49 C18orf49 AK000229 -0.4603 0.2665 -0.371 0.2361
241916_at Phospholipid scramblase 1 PLSCRl AI984040 -0.4602 0.2664 -0.442 0.2812
232563_at zinc finger protein 684 ZNF684 AW275016 -0.4596 0.2661 -0.3976 0.253
218429_s_at hypothetical protein FLJl 1286 FLJl 1286 NM_018381 -0.4584 0.2654 -0.349 0.2221
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group - score score score
214059_at Interferon-induced protein 44 IFI44 BE049439 -0.4583 0.2653 -0.2716 0.1728 early growth response 2 (Krox-20 homolog,
205249_at EGR2 NM_000399 -0.4568 0.2645 -0.5052 0.3215 Drosophila)
Ul programmed cell death 4 (neoplastic
202730_s_at PDCD4 NM_014456 -0.4567 0.2644 -0.4788 0.3047 transformation inhibitor)
N-acetylneuraminic acid synthase (sialic acid
218189_s_at NANS NM_018946 -0.4562 0.2641 -0.5146 0.3275 synthase)
204698_at interferon stimulated gene 2OkDa ISG20 NM_002201 -0.4559 0.2639 -0.2701 0.1719
242020_s_at Z-DNA binding protein 1 ZBPl AI925506 -0.4549 0.2633 -0.2891 0.184
DEAD (Asp-Glu-Ala-Asp) box polypeptide
218943_s_at DDX58 NM_014314 -0.4545 0.2631 -0.6489 0.4129 58
228617_at XIAP associated factor- 1 HSXIAPAFl AA142842 -0.454 0.2628 -0.8417 0.5356 phorbol- 12-myristate- 13 -acetate-induced
204286_s_at PMAIPl NM_021127 -0.4524 0.2619 -0.4558 0.2901 protein 1
Table 13: List of the 659 Gene Probes with Corresponding Centrøid Scores for Classifying SLE - Healthy and the low IFN group vs. the high IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Afiy ID Gene Name Symbol Ace, "No. SLE score group group score score score
204972_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa OAS2 NM_016817 -0.451 0.2611 -0.9839 0.6261 235106_at mastermind-like 2 (Drosophila) MAML2 AW847318 -0.4506 0.2608 -0.4507 0.2868 dehydrogenase/reductase (SDR family)
219799_s_at DHRS9 NM_005771 -0.4488 0.2598 -0.5079 0.3232 member 9 212657_s_at interleukin 1 receptor antagonist ILlRN U65590 -0.4486 0.2597 -0.3135 0.1995 mitochondrial ribosomal protein SIl /// 211595_s_at MRPSIl AB049944 -0.4485 0.2597 -0.4736 0.3014 mitochondrial ribosomal protein SI l pro-oncosis receptor inducing membrane
211967_at PORIMIN BG538627 -0.4484 0.2596 -0.3479 0.2214 injury gene
NM_014143 PDCDlLGl PDCDlLGl NM_014143 -0.4473 0.2589 -0.3963 0.2522 222816_s_at zinc finger, CCHC domain containing 2 ZCCHC2 BE676543 -0.447 0.2588 -0.5859 0.3728 224835_at hypothetical protein KIAA1434 KIAA1434 ALl 09935 -0.4455 0.2579 0.0352 -0.0224
ATPase, H+ transporting, lysosomal 42kDa,
202874 s at ATP6V1C1 NM 001695 -0.4452 0.2577 -0.3962 0.2521
Vl subunit C, isoform 1
Table 13: List of the 659 Gene Probes with Corresponding Centrøid Scores for Classifying SLE - Healthy and the km r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
- low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
226326_at polycomb group ring ringer 5 PCGF5 AI798098 -0.445 0.2576 -0.5073 0.3228
235256_s_at galactose mutarotase (aldose 1-epimerase) GALM BE788984 -0.4442 0.2572 -0.4146 0.2638
-4 218543_s_at zinc finger CCCH type domain containing 1 ZC3HDC1 NM_022750 -0.4437 0.2569 -0.5997 0.3816
-4
231747_at cysteinyl leukotriene receptor 1 CYSLTRl NM_006639 -0.4436 0.2568 -0.5314 0.3382
202863_at nuclear antigen SpIOO SPlOO NM_003113 -0.4426 0.2562 -0.2786 0.1773
225710_at CDNA FLJ34013 fis, clone FCBBF2002111 — H99792 -0.4424 0.2561 -0.2677 0.1703
242020_s_at Z-DNA binding protein 1 ZBPl AI925506 -0.4424 0.2561 -0.4899 0.3118
210797_s_at 2 -5 '-oligoadenylate synthetase-like OASL AF063612 -0.4409 0.2552 -0.8782 0.5589
202869_at 2 ',5 '-oligoadenylate synthetase 1, 40/46kDa OASl NMJ)16816 -0.4405 0.255 -0.8316 0.5292 interferon-induced protein with
203596_s_at IFIT5 NM_012420 -0.4404 0.2549 -0.5348 0.3403 tetratricopeptide repeats 5 phorbol- 12-myristate- 13-acetate-induced
204285_s_at PMAIPl AI857639 -0.4402 0.2549 -0.4883 0.3107 protein 1
20687 l_at elastase 2, neutrophil ELA2 NMJ)01972 -0.4401 0.2548 -0.3927 0.2499
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
239988_at Hect domain and RLD 6 HERC6 AA708470 -0.4399 0.2547 -0.3896 0.2479 interferon-induced protein with 203596_s_at IFIT5 NM_012420 -0.4394 0.2544 -0.6745 0.4292
ON tetratricopeptide repeats 5 OO 224225_s_at ets variant gene 7 (TEL2 oncogene) ETV7 AF218365 -0.4386 0.2539 -0.5499 0.3499
Nance-Horan syndrome (congenital cataracts 228933_at NHS BF111819 -0.4383 0.2538 -0.493 0.3137 and dental anomalies) succinate dehydrogenase complex, subunit B,
202675_at SDHB NM_003000 -0.4382 0.2537 -0.387 0.2463 iron sulfur (Ip)
232645_at hypothetical protein LOCI 53684 LOCI 53684 AW665885 -0.4381 0.2536 0.0307 -0.0195
232666_at 2 -5 -oligoadenylate synthetase 3, 10OkDa OAS3 R13458 -0.4376 0.2533 -0.2767 0.1761
230036_at chromosome 7 open reading frame 6 C7orf6 BE669858 -0.4374 0.2532 -0.5206 0.3313
202438_x_at iduronate 2-sulfatase (Hunter syndrome) IDS BF346014 -0.4372 0.2531 -0.4341 0.2763
243122_at PARK2 co-regulated PACRG Hl 8468 -0.4371 0.2531 -0.1811 0.1152
209593 s at torsin family 1, member B (torsin B) TORlB AF317129 -0.4372 0.2531 -0.4146 0.2638
Table 13: List of the 659 Gene Probes with Corresponding Ceritroid Scores for Classifying SLE - Healthy and the kro ' IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
» low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. IMo. SLE score group group score score score
241916_at Phospholipid scramblase 1 PLSCRl AI984040 -0.4371 0.253 -0.739 0.4703 succinate dehydrogenase complex, subunit B,
202675_at SDHB NM_003000 -0.4367 0.2528 -0.1027 0.0653
ON iron sulfur (Ip)
218872_at hypothetical protein FLJ20607 TSC NM_017899 -0.4354 0.2521 -0.4883 0.3107
231769_at F-box protein 6 FBX06 AF129536 -0.4353 0.252 -0.6288 0.4002
21921 l_at ubiquitin specific protease 18 USPl 8 NM_017414 -0.4353 0.252 -0.8174 0.5201 dehydrogenase/reductase (SDR family)
223952_x_at DHRS9 AF240698 -0.4351 0.2519 -0.3268 0.2079 member 9 signal transducer and activator of
225636_at STAT2 H98105 -0.4351 0.2519 -0.5636 0.3587 transcription 2, 113kDa peroxisomal proliferator-activated receptor A
232787_at PRIC285 AK023724 -0.4346 0.2516 -0.3397 0.2162 interacting complex 285
204615_x_at isopentenyl-diphosphate delta isomerase IDIl NM_004508 -0.4341 0.2513 -0.4493 0.2859
Table 13: List of the 659 Gene Probes with Corresponding CentroM Scores for Classifying SLE - Healthy and the low IFN group ¥s. the high
EFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score family with sequence similarity 21, member
211068_x_at C /// family with sequence similarity 21, FAM21C BC006456 -0.434 0.2512 -0.0538 0.0342 member C
O
48117_at hypothetical protein BCOl 1981 LOCI 12869 AAl 60496 -0.4309 0.2495 -0.3508 0.2232
TRAF-interacting protein with a forkhead-
226117_at TIFA AA195074 -0.4303 0.2491 -0.364 0.2316 associated domain interferon-induced protein with
203596_s_at IFIT5 NM_012420 -0.4301 0.249 -0.4927 0.3136 tetratricopeptide repeats 5
236285_at Hypothetical protein BC009980 MGC16635 AI631846 -0.4294 0.2486 -0.4342 0.2763 proteasome (prosome, macropain) subunit,
202243_s_at PSMB4 NM_002796 -0.428 0.2478 -0.1383 0.088 beta type, 4
TRAF-interacting protein with a forkhead-
226117_at TIFA AA195074 -0.4278 0.2476 -0.4651 0.296 associated domain
212531_at lipocalin 2 (oncogene 24p3) LCN2 NM_005564 -0.4275 0.2475 -0.2304 0.1466
Table 13: List of the 659 Gene Probes with. Corresponding Centroid Scores for Classifying SLE - Healthy and the km ' IFN group vs. the high
IFN grouj: >. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
Likely ortholog of mouse acyl-Coenzyme A
239277_at ACATE2 AI559696 -0.4272 0.2473 -0.3233 0.2057 tbioesterase 2, mitochondrial
Myristoylated alanine-rich protein kinase C
ON 00 225897_at MARCKS AI709406 -0.4263 0.2468 -0.3241 0.2062 substrate tumor necrosis factor (ligand) superfamily,
223501_at TNFSF 13B AW151360 -0.4263 0.2468 -0.4651 0.296 member 13b
MovlO, Moloney leukemia virus 10, homolog
223849_s_at MOVlO BC002548 -0.4258 0.2465 -0.3791 0.2412 (mouse) myxo virus (influenza virus) resistance 1, interferon-inducible protein p78 (mouse) ///
202086_at MXl NMJ302462 -0.425 0.2461 -0.7102 0.452 myxovirus (influenza virus) resistance 1, interferon-inducible protein p78 (mouse)
223599_at tripartite motif-containing 6 TRIM6 AF220030 -0.424 0.2455 -0.3535 0.2249
202837_at FLN29 gene product FLN29 NM_006700 -0.4238 0.2454 -0.3898 0.248
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
EFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy lD Gene Name Symbol Ace. No. SLE score group group score score score
201202_at proliferating cell nuclear antigen PCNA NM_002592 -0.4225 0.2446 -0.3532 0.2248
215338_s_at natural killer-tumor recognition sequence NKTR AI688640 -0.4212 0.2439 -0.4657 0.2964 translocated promoter region (to activated
20173 l_s_at TPR NM_003292 -0.4212 0.2438 -0.4785 0.3045 κ» MET oncogene) chemokine (C-X-C motif) ligand 1
204470_at (melanoma growth stimulating activity, CXCLl NM_001511 -0.4202 0.2433 -0.0397 0.0252 alpha)
242234_at XIAP associated factor- 1 HSXIAPAFl AI859280 -0.4197 0.243 -0.4483 0.2853 far upstream element (FUSE) binding protein
203091_at FUBPl NM_003902 -0.4193 0.2428 -0.5597 0.3562 1 nm_002046 GAPDH GAPDH nm_002046 -0.4193 0.2428 0.0673 -0.0428 carcinoembryonic antigen-related cell
209498_at CEACAMl X16354 -0.4191 0.2426 -0.5186 0.33 adhesion molecule 1 (biliary glycoprotein)
235256_s_at galactose mutarotase (aldose 1-epimerase) GALM BE788984 -0.4188 0.2424 -0.4477 0.2849
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
Wiskott-Aldrich syndrome protein interacting
231182_at WASPIP BF446719 -0.4187 0.2424 -0.2794 0.1778 protein
206026_s_at tumor necrosis factor, alpha-induced protein 6 TNFAIP6 NM_007115 -0.4183 0.2422 -0.2915 0.1855
206026_s_at tumor necrosis factor, alpha-induced protein 6 TNFAIP6 NM_007115 -0.4178 0.2419 -0.2665 0.1696
202996_at polymerase (DNA-directed), delta 4 POLD4 NM_021173 -0.4177 0.2418 0.1547 -0.0984
227755_at CDNA clone IMAGE:4077090, partial cds — AA042983 -0.4169 0.2413 -0.1824 0.1161
212916_at PHD finger protein 8 PHF8 AW249934 -0.4167 0.2413 -0.0924 0.0588 poly (ADP-ribose) polymerase family,
223220_s_at PARP9 AF307338 -0.4168 0.2413 -0.568 0.3614 member 9 peptidylglycine alpha-amidating
214620_x_at PAM BF038548 -0.4148 0.2402 -0.0529 0.0337 monooxygenase
223298_s_at 5 -nucleotidase, cytosolic III NT5C3 AF312735 -0.4145 0.24 -0.3215 0.2046
Protein tyrosine phosphatase, non-receptor
241930_x_at PTPNIl AA223204 -0.412 0.2385 -0.3441 0.219 type 11 (Noonan syndrome 1)
Table 13: List of the 659 Gene Probes with Corresponding CentroM Scores for Classifying SLE - Healthy and the lo% r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ED Gene Name Symbol Ace, No. SLE score group group score score score
211965_at zinc finger protein 36, C3H type-like 1 ZFP36L1 BE620915 -0.4106 0.2377 -0.363 0.231
241910_x_at Hypothetical LOC400590 LOC400590 AI610396 -0.4104 0.2376 -0.4741 0.3017 transporter 1, ATP-binding cassette, sub¬
202307_s_at TAPl NM_000593 -0.4103 0.2375 -0.2447 0.1557 family B (MDR/TAP)
Wiskott-Aldrich syndrome protein interacting
231182_at WASPIP BF446719 -0.4095 0.2371 -0.3497 0.2225 protein
202018_s_at lactotransferrin LTF NM_002343 -0.4085 0.2365 -0.2496 0.1588
226702_at hypothetical protein LOCI 29607 LOC129607 AI742057 -0.408 0.2362 -0.3854 0.2453
206553_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa OAS2 NM_002535 -0.4077 0.236 -0.4816 0.3065 chemokine (C-X-C motif) ligand 1
204470_at (melanoma growth stimulating activity, CXCLl NM_001511 -0.4067 0.2355 -0.2494 0.1587 alpha)
211506_s_at interleukin 8 IL8 AF043337 -0.4067 0.2354 -0.1176 0.0748
211012_s_at promyelocyte leukemia PML BC000080 -0.4059 0.235 -0.572 0.364
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No, SLE score group group score score score
215338_s_at natural killer-tumor recognition sequence NKTR AI688640 -0.4052 0.2346 -0.5168 0.3289
242020_s_at Z-DNA binding protein 1 ZBPl AI925506 -0.4045 0.2342 -0.5481 0.3488
225291_at polyribonucleotide nucleotidyltransferase 1 PNPTl AI967971 -0.4036 0.2337 -0.3701 0.2355
90 Ui DEAD (Asp-Glu-Ala-Asp) box polypeptide
242961_x_at DDX58 AI304317 -0.4027 0.2331 -0.362 0.2303 58
206461_x_at metallothionein IH MTlH NM_005951 -0.4026 0.2331 -0.3327 0.2117
224835_at hypothetical protein KIAAl 434 KIAAl 434 ALl 09935 -0.4024 0.233 -0.0237 0.0151
205569_at lysosomal-associated membrane protein 3 LAMP3 NM_014398 -0.4012 0.2323 -0.2814 0.1791
226702_at hypothetical protein LOC129607 LOC129607 AI742057 -0.4008 0.2321 -0.4217 0.2684
228617_at XIAP associated factor- 1 HSXIAPAFl AA142842 -0.3999 0.2315 -0.9428 0.6 family with sequence similarity 21, member
211068_x_at C /// family with sequence similarity 21, FAM21C BC006456 -0.3995 0.2313 -0.1436 0.0914 member C
235643_at chromosome 7 open reading frame 6 C7orf6 BE886225 -0.3993 0.2312 -0.6216 0.3956
Table 13: List of the 659 Gene Probes with Corresponding Cetrtrøid Scores for Classifying SLE - Healthy and the lov* IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
228152_s_at hypothetical protein FLJ31033 FLJ31033 AK023743 -0.3992 0.2311 -0.4422 0.2814
212380_at KIAA0082 KIAA0082 D43949 -0.3991 0.2311 -0.4902 0.312 upstream binding transcription factor, KNA
ON 00 225982_at UBTF BG341575 -0.399 0.231 -0.4599 0.2926 polymerase I
35156_at hypothetical protein LOC203069 LOC203069 AL050297 -0.3968 0.2297 -0.3422 0.2178
226106_at ring finger protein 141 RNF141 AI307808 -0.3963 0.2294 0.0466 -0.0296
240718_at Cancer susceptibility candidate 1 CASCl AW303384 -0.3955 0.229 -0.474 0.3016
211582_x_at leukocyte specific transcript 1 LSTl AF000424 -0.3955 0.229 0.0954 -0.0607
241916_at Phospholipid scramblase 1 PLSCRl AI984040 -0.3954 0.2289 -0.3711 0.2361 proteasome (prosome, macropain) subunit,
202659_at PSMBlO NM_002801 -0.3954 0.2289 -0.1831 0.1165 beta type, 10
219364_at likely ortholog of mouse Dlllgp2 LGP2 NM_024119 -0.395 0.2287 -0.3415 0.2173 nm_001101 actin, beta ACTB nm_001101 -0.3947 0.2285 0.0625 -0.0398
231182_at Wiskott-Aldrich syndrome protein interacting WASPIP BF446719 -0.3945 0.2284 -0.378 0.2406
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lav, r IFN group Λ?S. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ϊD Gene Name Symbol Acc» No, SLE score group group score score score protein
TRAF-interacting protein with a forkhead-
226117_at TIFA AA195074 -0.3943 0.2283 -0.392 0.2495 associated domain
-4 218821_at aminopeptidase-like 1 NPEPLl AL139349 -0.3942 0.2282 -0.1542 0.0981
218986_s_at hypothetical protein FLJ20035 FLJ20035 NM_017631 -0.3937 0.228 -0.7727 0.4917 guanylate binding protein 1, interferon-
231577_s_at GBPl AW014593 -0.3937 0.2279 -0.2978 0.1895 inducible, 67kDa makorin, ring finger protein, 1 /// makorin,
201285_at MKRNl NM_013446 -0.3937 0.2279 0.2148 -0.1367 ring finger protein, 1
240718_at Cancer susceptibility candidate 1 CASCl AW303384 -0.3934 0.2278 -0.1202 0.0765
219691_at sterile alpha motif domain containing 9 SAMD9 NMJ) 17654 -0.3926 0.2273 -0.5612 0.3571
Myristoylated alanine-rich protein kinase C
225897_at MARCKS AI709406 -0.3921 0.227 -0.3269 0.208 substrate
Table 13: List of the 659 Gene Probes with Corresponding Centrøid Scores for Classifying SLE - Healthy and the km ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ϊD Gene Name Symbol Ace. No. SLE score group group score score score myxovirus (influenza virus) resistance 1, interferon-inducible protein p78 (mouse) ///
202086_at MXl NM_002462 -0.3919 0.2269 -0.4502 0.2865 myxovirus (influenza virus) resistance 1,
ON OC 00 interferon-inducible protein p78 (mouse) peroxisomal proliferator-activated receptor A
232787_at PRIC285 AK023724 -0.3914 0.2266 -0.1064 0.0677 interacting complex 285
213293_s_at tripartite motif-containing 22 TRIM22 AA083478 -0.3912 0.2265 -0.4792 0.3049
235574_at guanylate binding protein 4 GBP4 AW392952 -0.3909 0.2263 -0.2966 0.1887
218304_s_at oxysterol binding protein-like 11 OSBPLI l NM_022776 -0.3906 0.2262 -0.0523 0.0333
202996_at polymerase (DNA-directed), delta 4 POLD4 NM_021173 -0.3904 0.226 -0.0491 0.0312
242234_at XIAP associated factor- 1 HSXIAPAFl AI859280 -0.39 0.2258 -0.818 0.5206
236285_at Hypothetical protein BC009980 MGC16635 AI631846 -0.3899 0.2257 -0.3783 0.2407 translocated promoter region (to activated
201731_s_at TPR NM_003292 -0.3895 0.2255 -0.4513 0.2872 MET oncogene)
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the krø > IFN group vs. the high
EFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
204821_at butyrophilin, subfamily 3, member A3 BTN3A3 NM_006994 -0.3888 0.2251 -0.3683 0.2344 interferon-induced protein with
217502_at IFIT2 BE888744 -0.3852 0.223 -0.4314 0.2745 tetratricopeptide repeats 2
<o 229625_at Guanylate binding protein 5 GBP5 BG545653 -0.3849 0.2228 -0.3883 0.2471
202438_x_at iduronate 2-sulfatase (Hunter syndrome) IDS BF346014 -0.3848 0.2228 -0.4041 0.2572
204326_x_at metallothionein IX MTlX NM_002450 -0.3849 0.2228 0.1542 -0.0981 lectin, galactoside-binding, soluble, 3 binding
200923_at LGALS3BP NM_005567 -0.3839 0.2222 -0.3592 0.2286 protein
211012_s_at promyelocyte leukemia PML BC000080 -0.3829 0.2217 -0.4167 0.2652
209417_s_at interferon-induced protein 35 IFI35 BC001356 -0.3826 0.2215 -0.6746 0.4293
236285_at Hypothetical protein BC009980 MGC16635 AI631846 -0.3814 0.2208 -0.2971 0.1891
213524_s_at putative lymphocyte G0/G1 switch gene G0S2 NMJ)15714 -0.3811 0.2206 -0.3125 0.1989
202018_s_at lactotransferrin LTF NM_002343 -0.3808 0.2204 -0.1595 0.1015
Table 13: List of the 659 Gene Probes with Corresponding Certtroid Scores for Classifying SLE - Healthy and the kro 1 IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
AffyID Gene Name Symbol Ace. No, SLE score group group score score score
YDD 19 protein /// chromosome 6 open YDD19 ///
215207_x_at reading frame 68 /// similar to hypothetical C6orf68 /// BF695847 -0.3807 0.2204 -0.1763 0.1122 protein, MGC:7199 LOC440128
211506_s_at interleukin 8 IL8 AF043337 -0.3795 0.2197 -0.4244 0.2701
223599_at tripartite motif-containing 6 TRIM6 AF220030 -0.3783 0.219 -0.4328 0.2754 poly (ADP-ribose) polymerase family,
22470 l_at PARP14 AA056548 -0.3775 0.2185 -0.5831 0.3711 member 14 phorbol- 12-myristate- 13 -acetate-induced
204285_s_at PMAIPl AI857639 -0.3769 0.2182 -0.4717 0.3001 protein 1
228439_at hypothetical protein BC012330 MGC20410 AW083820 -0.376 0.2177 -0.4718 0.3002
204972_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa OAS2 NMJ)16817 -0.3751 0.2172 -0.8922 0.5678
232034_at hypothetical protein LOC203274 LOC203274 ALl 17607 -0.3741 0.2166 -0.1186 0.0755
202636_at ring finger protein 103 RNF 103 NM_005667 -0.3728 0.2158 -0.0513 0.0327
205099_s_at chemokine (C-C motif) receptor 1 CCRl NMJ)01295 -0.3724 0.2156 -0.6835 0.435
Table 13: List of the 659 Gene Probes with. Corresponding CentroM Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group , score score score *
235106_at mastermind-like 2 (Drosophila) MAML2 AW847318 -0.3716 0.2151 -0.365 0.2323
223298_s_at 5 -nucleotidase, cytosolic III NT5C3 AF312735 -0.3707 0.2146 -0.306 0.1947
227458_at CD274 antigen PDCDlLGl AI608902 -0.3688 0.2135 -0.2397 0.1525
Os
^O
202864_s_at nuclear antigen SpIOO SPlOO NM_003113 -0.3686 0.2134 -0.5133 0.3266
225919_s_at chromosome 9 open reading frame 72 C9orf72 AI832598 -0.3661 0.2119 -0.0821 0.0522
232034_at hypothetical protein LOC203274 LOC203274 ALl 17607 -0.3653 0.2115 -0.4401 0.2801
238423_at synaptotagmin-like 3 SYTL3 AI674404 -0.3643 0.2109 -0.0652 0.0415
Metastasis associated lung adenocarcinoma
228582_x_at MALATl AI475544 -0.3622 0.2097 -0.4641 0.2954 transcript 1 (non-coding RNA)
235106_at mastermind-like 2 (Drosophila) MAML2 AW847318 -0.3614 0.2093 -0.3485 0.2218
206332_s_at interferon, gamma-inducible protein 16 IFI16 NM_005531 -0.3612 0.2091 -0.3909 0.2488
207777_s_at SP 140 nuclear body protein SP140 NM_007237 -0.3599 0.2084 -0.3072 0.1955
230405_at hypothetical gene supported by AL713721 LOC441109 AI143416 -0.3592 0.2079 -0.4388 0.2793
211506_s_at interleukin 8 IL8 AF043337 -0.3587 0.2077 -0.3752 0.2388
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lø\* ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group * score score score interferon-induced protein with
203595_s_at IFIT5 N47725 -0.3581 0.2073 -0.3981 0.2533 tetratricopeptide repeats 5
N-acyl-phosphatidylethanolamine-
ON 238722_x_at NAPE-PLD AI460037 -0.358 0.2073 -0.5065 0.3223
VO hydrolyzing phospholipase D
206553_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa OAS2 NM_002535 -0.358 0.2072 -0.5231 0.3329
206461_x_at metallothionein IH MTlH NM_005951 -0.3574 0.2069 -0.3245 0.2065
44673_at sialoadhesin SN N53555 -0.3568 0.2065 0.0051 -0.0033
211012_s_at promyelocytic leukemia PML BC000080 -0.3566 0.2064 -0.4942 0.3145
230405_at hypothetical gene supported by AL713721 LOC441109 AI143416 -0.3564 0.2063 -0.4254 0.2707
202343_x_at cytochrome c oxidase subunit Vb COX5B NMJ)01862 -0.3552 0.2057 -0.1056 0.0672
206133_at XIAP associated factor-1 HSXIAPAFl NM_017523 -0.3548 0.2054 -0.7706 0.4904
202863_at nuclear antigen SpIOO SPlOO NM_003113 -0.3527 0.2042 -0.5733 0.3648
222816_s_at zinc finger, CCHC domain containing 2 ZCCHC2 BE676543 -0.3516 0.2035 -0.7492 0.4768
223758_s_at general transcription factor HH, polypeptide GTF2H2 BC005345 -0.3508 0.2031 -0.3739 0.2379
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% r IFN group vs. the high
IFN group t. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
2, 44kDa
209546_j3_at apolipoprotein L, 1 APOLl AF323540 -0.348 0.2015 -0.0314 0.02
Signal transducer and activator of
232375_at STATl AI539443 -0.348 0.2015 -0.4078 0.2595 transcription 1, 9IkDa
217933_s_at leucine aminopeptidase 3 LAP3 NMJ) 15907 -0.3478 0.2014 -0.6815 0.4337
238423_at synaptotagmin-like 3 SYTL3 AI674404 -0.3474 0.2012 -0.2923 0.186
22853 l_at sterile alpha motif domain containing 9 SAMD9 AA741307 -0.3471 0.2009 -0.6863 0.4367
227458_at CD274 antigen PDCDlLGl AI608902 -0.3459 0.2003 -0.3989 0.2538
243768_at SUMOl/sentrin specific protease 6 SENP6 AA026388 -0.3447 0.1996 -0.391 0.2488
230405_at hypothetical gene supported by AL713721 LOC441109 AI143416 -0.3426 0.1984 -0.3384 0.2153 tumor necrosis factor (ligand) superfamily,
202687_s_at member 10 /// tumor necrosis factor (ligand) TNFSFlO U57059 -0.3416 0.1978 -0.4054 0.258 superfamily, member 10
218543_s_at zinc finger CCCH type domain containing 1 ZC3HDC1 NM_022750 -0.3412 0.1976 -0.3219 0.2049
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
226326_at polycomb group ring finger 5 PCGF5 AI798098 -0.3392 0.1964 -0.35 0.2227
209417_s_at interferon-induced protein 35 IFI35 BC001356 -0.3378 0.1956 -0.9221 0.5868 inhibitor of DNA binding 2, dominant negative helix-loop-helix protein /// inhibitor
201566_x_at ID2 /// ID2B D13891 -0.331 0.1917 -0.1373 0.0874 of DNA binding 2B, dominant negative helix- loop-helix protein general transcription factor IIH, polypeptide
223758_s_at GTF2H2 BC005345 -0.3298 0.1909 -0.3885 0.2472 2, 44kDa
205230_at rabphilin 3 A homolog (mouse) RPH3A NM_014954 -0.3292 0.1906 0.1572 -0.1
231956_at KIAA1618 KIAA1618 AA976354 -0.3274 0.1895 -0.5951 0.3787
20858 l_x_at metallothionein IX MTlX NM_005952 -0.3268 0.1892 -0.1222 0.0778 transporter 2, ATP-binding cassette, sub¬
225973_at TAP2 AA573502 -0.3268 0.1892 -0.3314 0.2109 family B (MDR/TAP)
227458_at CD274 antigen PDCDlLGl AI608902 -0.3247 0.188 -0.3075 0.1957
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% 11FN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ϊD Gene Name Symbol Ace. No. SLE score group group score score score unc-93 homolog Bl (C. elegans) /// unc-93
220998_s_at UNC93B1 NM_030930 -0.3227 0.1868 -0.2518 0.1603 homolog Bl (C. elegans) protein phosphatase IK (PP2C domain
Os 235061_at PPMlK AV706522 -0.322 0.1864 -0.5004 0.3184 containing)
205875_s_at three prime repair exonuclease 1 TREXl NMJ)16381 -0.3193 0.1849 -0.3648 0.2321
225506_at KIAA1468 KIAA1468 AA523958 -0.3171 0.1836 -0.1065 0.0678 makorin, ring finger protein, 1 /// makorin,
201285_at MKRNl NM_013446 -0.3144 0.182 0.2148 -0.1367 ring finger protein, 1
233880_at chromosome 17 open reading frame 27 C17orf27 AL161961 -0.3127 0.181 0.163 -0.1037
219364_at likely ortholog of mouse Dl Ilgp2 LGP2 NM_024119 -0.3103 0.1796 -0.6334 0.4031
233880_at chromosome 17 open reading frame 27 C17orf27 AL161961 -0.3093 0.1791 -0.5651 0.3596
Protein tyrosine phosphatase, non-receptor
241930_x_at PTPNIl AA223204 -0.3075 0.178 0.1847 -0.1175 type 11 (Noonan syndrome 1) nrn_002046 GAPDH GAPDH nm_002046 -0.3061 0.1772 0.0451 -0.0287
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
HeaMry
Affy ϊD Gene Name Symbol Ace. No. SLE score group group score score score
229194_at polycomb group ring finger 5 PCGF5 AL045882 -0.3055 0.1769 -0.2737 0.1742
22853 l_at sterile alpha motif domain containing 9 SAMD9 AA741307 -0.303 0.1754 -0.5053 0.3216
Poly (ADP-ribose) polymerase family,
ON 227807_at PARP9 AI738416 -0.3026 0.1752 -0.4629 0.2946 member 9 unc-93 homolog Bl (C. elegans) /// unc-93
220998_s_at UNC93B1 NM_O3O93O -0.302 0.1749 -0.358 0.2278 homolog B 1 (C. elegans)
238581_at Guanylate binding protein 5 GBP5 BG271923 -0.3016 0.1746 -0.3405 0.2167
210797_s_at 2 -5 -oligoadenylate synthetase-like OASL AF063612 -0.301 0.1743 -0.5705 0.3631
233880_at chromosome 17 open reading frame 27 C17orf27 AL161961 -0.2997 0.1735 -0.4461 0.2839
53720_at hypothetical protein FLJl 1286 FLJl 1286 AI862559 -0.2995 0.1734 -0.4728 0.3008 transporter 2, ATP-binding cassette, sub¬
225973_at TAP2 AA573502 -0.2982 0.1726 -0.2936 0.1868 family B (MDR/TAP)
202145_at lymphocyte antigen 6 complex, locus E LY6E NMJ302346 -0.2976 0.1723 -0.7986 0.5082
209762_x_at SPIlO nuclear body protein SPI lO AF280094 -0.2936 0.17 -0.307 0.1954
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the kro ' IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affytt) Gene Name Symbol Aøc, No. SLE score group group score score score
208965_s_at interferon, gamma-inducible protein 16 IFI16 BG256677 -0.2926 0.1694 -0.3069 0.1953
211582_x_at leukocyte specific transcript 1 LSTl AF000424 -0.2904 0.1681 0.1598 -0.1017
Metastasis associated lung adenocarcinoma
ON 228582_x_at MALATl AI475544 -0.2881 0.1668 -0.2362 0.1503 -4 transcript 1 (non-coding RNA)
206075_s_at casein kinase 2, alpha 1 polypeptide CSNK2A1 NMJ)G 1895 -0.287 0.1662 0.1335 -0.085
TRAF-interacting protein with a forkhead-
226117_at TIFA AAl 95074 -0.2861 0.1656 -0.4011 0.2552 associated domain
208436_s_at interferon regulatory factor 7 IRF7 NM_004030 -0.2811 0.1627 -0.5262 0.3348
221345_at G protein-coupled receptor 43 GPR43 NM_005306 -0.2792 0.1617 -0.3941 0.2508
228439_at hypothetical protein BC012330 MGC20410 AW083820 -0.2788 0.1614 -0.1168 0.0743
238739_at Transcribed locus — AW902062 -0.2735 0.1584 -0.0973 0.0619
211456_x_at Similar to 60S ribosomal protein L35 — AF333388 -0.2699 0.1562 -0.3174 0.202
230866_at cysteinyl leukotriene receptor 1 CYSLTRl BE549540 -0.2672 0.1547 -0.4348 0.2767
219862_s_at nuclear prelamin A recognition factor NARF NM_012336 -0.2658 0.1539 -0.0486 0.0309
Table 13: . List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE -Healthy and the krø ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score leucine-rich repeats and calponin homology
90610_at LRCH4 AI654857 -0.2626 0.152 -0.1083 0.0689 (CH) domain containing 4
205098_at chemokine (C-C motif) receptor 1 CCRl AI421071 -0.2619 0.1516 -0.5891 0.3749
OO
222986_s_at scotin SCOTIN BC001463 -0.2612 0.1512 -0.3355 0.2135
228607_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa OAS2 AI651594 -0.2604 0.1507 -0.4565 0.2905
224148_at FYN binding protein (FYB-120/130) FYB AFl 16653 -0.2596 0.1503 -0.4377 0.2786 guanylate binding protein 1, interferon-
202269_x_at inducible, 67kDa /// guanylate binding protein GBPl BC002666 -0.2581 0.1494 -0.605 0.385
1, interferon-inducible, 67kDa
204698_at interferon stimulated gene 2OkDa ISG20 NM_002201 -0.2555 0.1479 -0.277 0.1762
230405_at hypothetical gene supported by AL713721 LOC441109 AI143416 -0.2524 0.1461 -0.4762 0.303
209762_x_at SPl 10 nuclear body protein SPIlO AF280094 -0.252 0.1459 -0.3651 0.2323
201752_s_at adducin 3 (gamma) ADD3 AI763123 -0.2491 0.1442 -0.1284 0.0817
208965_s_at interferon, gamma-inducible protein 16 IFI16 BG256677 -0.248 0.1436 -0.2367 0.1506
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the km r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score groitp group score score score
Homo sapiens, clone IMAGE:5261213,
228315_at — AI632728 -0.2451 0.1419 -0.3623 0.2305 mRNA
225929_s_at chromosome 17 open reading frame 27 C17orf27 AA233374 -0.2439 0.1412 -0.4656 0.2963
ON
VO vo 222816_s_at zinc finger, CCHC domain containing 2 ZCCHC2 BE676543 -0.2404 0.1392 -0.3639 0.2316
-1.00E-
243904_at CDNA clone IMAGE:5287121, partial cds — AA204752 -0.2335 0.1352 1.00E-04 04
225466_at hypothetical protein FLJ36874 FLJ36874 BG291961 -0.2308 0.1336 -0.1896 0.1206 interferon-induced protein with
226757_at IFIT2 AA131041 -0.2308 0.1336 -0.5333 0.3394 tetratricopeptide repeats 2
201470_at glutathione S-transferase omega 1 GSTOl NM_004832 -0.2294 0.1328 -0.1674 0.1065 proteasome (prosome, macropain) subunit,
202659_at PSMBlO NM_002801 -0.2257 0.1306 -0.4003 0.2547 beta type, 10 splicing factor proline/glutamine rich
201585_s_at SFPQ BG035151 -0.2255 0.1305 -0.1367 0.087 (polypyrimidine tract binding protein
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the lo% ' IFN group vs. the high
EFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score associated)
231363_at hypothetical LOC149018 LOC149018 AA776758 -0.2223 0.1287 0.0539 -0.0343
208436_s_at interferon regulatory factor 7 IRF7 NM_004030 -0.2213 0.1281 -0.3231 0.2056
-4
O O 207777_s_at SP 140 nuclear body protein SP140 NM_007237 -0.2206 0.1277 -0.1978 0.1258 pro-oncosis receptor inducing membrane
211967_at POMMIN BG538627 -0.2127 0.1231 -0.4602 0.2929 injury gene nm_001l01 actin, beta ACTB nm_001101 -0.2103 0.1217 0.0619 -0.0394 leucine-rich repeats and calponrn homology
90610_at LRCH4 AI654857 -0.2097 0.1214 -0.0589 0.0375 (CH) domain containing 4
219691_at sterile alpha motif domain containing 9 SAMD9 NM_017654 -0.2095 0.1213 -0.5476 0.3485
222745_s_at chromosome 15 open reading frame 29 C15orf29 AI924685 -0.2093 0.1212 0.0633 -0.0403
226106_at ring finger protein 141 RNF141 AI307808 -0.2085 0.1207 0.0084 -0.0053
210889_s_at Fc fragment of IgG, low affinity lib, receptor FCGR2B M31933 -0.2083 0.1206 -0.1844 0.1173
Table 13: List of the 659 Gene Probes wifh Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Acc, No. SLE score group group score score score
(CD32)
226163_at zinc ringer and BTB domain containing 9 ZBTB9 AW291499 -0.2073 0.12 -0.2775 0.1766
225929_s_at chromosome 17 open reading frame 27 C17orf27 AA233374 -0.2068 0.1197 -0.5626 0.358
2 211965_at zinc finger protein 36, C3H type-like 1 ZFP36L1 BE620915 -0.2036 0.1178 0.1379 -0.0877 phorbol- 12-myristate- 13 -acetate-induced
204286_s_at PMAIPl NM_021127 -0.1995 0.1155 -0.3285 0.209 protein 1 transporter 2, ATP-binding cassette, sub¬
225973_at TAP2 AA573502 -0.1988 0.1151 -0.3556 0.2263 family B (MDR/TAP)
203148_s_at tripartite motif-containing 14 TRIM14 NM_014788 -0.1984 0.1148 -0.3729 0.2373 lectin, galactoside-binding, soluble, 3 binding
200923_at LGALS3BP NM_005567 -0.1968 0.1139 -0.6008 0.3823 protein transporter 2, ATP-binding cassette, sub¬
225973_at TAP2 AA573502 -0.1955 0.1132 -0.3261 0.2075 family B (MDR/TAP)
225897_at Myristoylated alanine-rich protein kinase C MARCKS AI709406 -0.1913 0.1107 -0.3005 0.1912
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the kra r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score substrate
225076_s_at KIAA1404 protein KIAA1404 AAl 50460 -0.1885 0.1091 -0.1652 0.1051
O 202864_s_at nuclear antigen SpIOO SPlOO NM_003113 -0.1841 0.1066 -0.4121 0.2622 interferon-induced protein with
204747_at IFIT3 NMJ)Ol 549 -0.183 0.1059 -0.2825 0.1798 tetratricopeptide repeats 3 guanylate binding protein 1, interferon-
231577_s_at GBPl AW014593 -0.179 0.1036 -0.3982 0.2534 inducible, 67kDa
220924_s_at solute carrier family 38, member 2 SLC38A2 NMJ 18976 -0.1783 0.1032 -0.1148 0.073
222982_x_at solute carrier family 38, member 2 SLC38A2 AF298897 -0.1749 0.1013 -0.0747 0.0476 splicing factor proline/glutamine rich
201585_s_at (polypyrimidine tract binding protein SFPQ BG035151 -0.1738 0.1006 -0.1752 0.1115 associated)
227354_at FLJ37858 protein FLJ37858 BF589359 -0.1715 0.0993 -0.1046 0.0665
234344_at RAP2C, member of RAS oncogene family RAP2C AF093744 -0.1716 0.0993 -0.2356 0.1499
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the krø ' IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
Metastasis associated lung adenocarcinoma
228582_x_at MALATl AI475544 -0.168 0.0973 -0.322 0.2049 transcript 1 (non-coding RNA)
210705_s_at tripartite motif-containing 5 TRIM5 AF220028 -0.1676 0.097 -0.2947 0.1875
-4
O
225466_at hypothetical protein FLJ36874 FLJ36874 BG291961 -0.1673 0.0969 -0.1047 0.0666 phorbol- 12-myristate- 13 -acetate-induced
204286_s_at PMAIPl NM_021127 -0.1659 0.096 -0.4403 0.2802 protein 1
Transcribed locus, weakly similar to
240165_at XP_209041.2 KIAAl 503 protein [Homo — AI678013 -0.1656 0.0959 -0.1141 0.0726 sapiens]
229194_at polycomb group ring finger 5 PCGF5 AL045882 -0.1653 0.0957 -0.2243 0.1427
222745_s_at chromosome 15 open reading frame 29 C15orf29 AI924685 -0.1633 0.0945 -0.235 0.1496
232034_at hypothetical protein LOC203274 LOC203274 ALl 17607 -0.1586 0.0918 -0.099 0.063
213735_s_at cytochrome c oxidase subunit Vb COX5B AI557312 -0.1563 0.0905 -0.0728 0.0463
222498_at 5-azacytidine induced 2 AZI2 AI809206 -0.1553 0.0899 -0.1374 0.0874
Table 13: List of the 659 Gene Probes with Corresponding Ceiitrøid Scores for Classifying SLE - Healthy and the krø ' IFN group vs. the high
IFN grou] 3. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
219519_s_at sialoadhesin /// sialoadhesin SN NM_023068 -0.1552 0.0898 -0.1044 0.0664
218429_s_at hypothetical protein FLJl 1286 FLJl 1286 NM_018381 -0.1514 0.0876 -0.5309 0.3378 interferon-induced protein with
217502_at IFIT2 BE888744 -0.1504 0.0871 -0.4882 0.3107 tetratricopeptide repeats 2
223434_at guanylate binding protein 3 GBP3 ALl 36680 -0.1504 0.087 -0.2569 0.1635
243768_at SUMOl/sentrin specific protease 6 SENP6 AA026388 -0.148 0.0857 -0.1068 0.068 tumor necrosis factor (ligand) superfamily,
202688_at member 10 /// tumor necrosis factor (ligand) TNFSFlO NM_003810 -0.1463 0.0847 -0.2718 0.1729 superfamily, member 10
211965_at zinc finger protein 36, C3H type-like 1 ZFP36L1 BE620915 -0.1436 0.0831 -0.0166 0.0106
225710_at CDNA FLJ34013 fis, clone FCBBf 2002111 — H99792 -0.1434 0.083 -0.291 0.1852 tumor necrosis factor (ligand) superfamily,
202688_at member 10 /// tumor necrosis factor (ligand) TNFSFlO NM_003810 -0.1412 0.0817 -0.2527 0.1608 superfamily, member 10
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name SymboJ Ace. No. SLE score group group score score score
226459_at phosphoinositide-3 -kinase adaptor protein 1 PIK3AP1 AW575754 -0.1357 0.0785 -0.1768 0.1125
223434_at guanylate binding protein 3 GBP3 ALl 36680 -0.1343 0.0778 -0.4497 0.2861
210705_s_at tripartite motif-containing 5 TRIM5 AF220028 -0.1277 0.0739 -0.2328 0.1481
O Ul guanylate binding protein 1 , interferon-
202269_x_at inducible, 67kDa /// guanylate binding protein GBPl BC002666 -0.115 0.0666 -0.3264 0.2077
1, interferon-inducible, 67kDa
235276_at Epithelial stromal interaction 1 (breast) EPSTIl AA781795 -0.1145 0.0663 -0.5644 0.3592
219862_s_at nuclear prelamin A recognition factor NARF NM_012336 -0.1098 0.0636 0.0877 -0.0558
211965_at zinc finger protein 36, C3H type-like 1 ZFP36L1 BE620915 -0.1036 0.06 -0.033 0.021
204326_x_at metallothionein IX MTlX NM_002450 -0.1025 0.0594 -0.2759 0.1756
224225_s_at ets variant gene 7 (TEL2 oncogene) ETV7 AF218365 -0.0981 0.0568 -0.3087 0.1964
207500_at caspase 5, apoptosis-related cysteine protease CASP5 NM_004347 -0.0968 0.056 -0.1082 0.0689
201901_s_at YYl transcription factor YYl Z14077 -0.0956 0.0553 -0.0237 0.0151
204155_s_at KIAA0999 protein KIAA0999 AA044154 -0.0915 0.053 0.1763 -0.1122
Table 13: List of the 659 Gene Probes with Corresponding Cenrrøid Scores for Classifying SLE - Healthy and the lo% ' IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score søore score
234344_at RAP2C, member of RAS oncogene family RAP2C AF093744 -0.0899 0.052 -0.2131 0.1356
227755_at CDNA clone IMAGE:4077090, partial cds — AA042983 -0.0887 0.0513 0.1572 -0.1
Myristoylated alanine-rich protein kinase C
O 225897_at MARCKS AI709406 -0.0645 0.0373 -0.3644 0.2319 substrate nm_002046 GAPDH GAPDH nm_002046 -0.0641 0.0371 0.0572 -0.0364
22593 l_s_at chromosome 17 open reading frame 27 C17orf27 AI954660 -0.0636 0.0368 -0.4988 0.3174
233880_at chromosome 17 open reading frame 27 C17orf27 AL161961 -0.0628 0.0364 -0.0993 0.0632 similar to Interferon-induced transmembrane
216565_x_at LOC391020 AL121994 -0.0515 0.0298 -0.2263 0.144 protein 3 (Interferon-inducible protein 1-8U)
220924_s_at solute carrier family 38, member 2 SLC38A2 NMJ)18976 -0.0492 0.0285 -0.3439 0.2188 prostaglandin-endoperoxide synthase 2
204748_at (prostaglandin G/H synthase and PTGS2 NM_000963 -0.0432 0.025 -0.1112 0.0708 cyclooxygenase) nm J)Ol 101 actin, beta ACTB nm_001101 -0.0405 0.0235 -0.0374 0.0238
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low ' IFN group vs. the high
IFN group. The 659 probes correspond to 29? genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score dehydrogenase/reductase (SDR family)
224009__x_at DHRS9 AF240697 -0.032 0.0185 -0.4023 0.256 member 9
203148_s_at tripartite motif-containing 14 TRIM14 NMJ014788 -0.0209 0.0121 -0.3437 0.2187
-4
O -4 prostaglandin-endoperoxide synthase 2
204748_at (prostaglandin G/H synthase and PTGS2 NM_000963 -0.0107 0.0062 -0.0653 0.0416 cyclooxygenase)
228304_at Transcribed locus — BE674118 -0.0094 0.0055 -0.494 0.3143
Fc fragment of IgG, low affinity lib, receptor
210889_s_at FCGR2B M31933 -0.0074 0.0043 -0.0562 0.0358 (CD32)
-4.00E-
22529 l_at polyribonucleotide nucleotidyltransferase 1 PNPTl AI967971 2.00E-04 -0.2462 0.1567 04
238581_at Guanylate binding protein 5 GBP5 BG271923 0.0036 -0.0021 -0.3892 0.2477
MovlO, Moloney leukemia virus 10, homolog
223849_s_at MOVlO BC002548 0.0065 -0.0038 0.1396 -0.0888 (mouse)
Table 13: List of the 659 Gene Probes with Corresponding Cβntroid Scores for Classifying SLE - Healthy and the lovi r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes. -
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace, No. SLE score group group score score score
226459_at phosphoinositide-3 -kinase adaptor protein 1 PIK3AP1 AW575754 0.007 -0.004 -0.2444 0.1555
203243_s_at PDZ and LIM domain 5 PDLIM5 NM_006457 0.0181 -0.0105 -0.0349 0.0222
223414_s_at hypothetical protein FLJ20425 LYAR ALl 36750 0.02 -0.0116 -0.0805 0.0512
209762_x_at SP 110 nuclear body protein SPI lO AF280094 0.0218 -0.0126 -0.3762 0.2394
38241_at butyrophilin, subfamily 3, member A3 BTN3A3 U90548 0.0286 -0.0166 -0.2835 0.1804
22593 l_s_at chromosome 17 open reading frame 27 C17orf27 AI954660 0.032 -0.0185 -0.5955 0.379
N-ethylmaleimide-sensitive factor attachment
20875 l_at NAPA BCOOl 165 0.0354 -0.0205 -0.2196 0.1398 protein, alpha inhibitor of DNA binding 2, dominant negative helix-loop-helix protein /// inhibitor
201566_x_at ID2 /// ID2B D13891 0.04 -0.0231 -0.1337 0.0851 of DNA binding 2B, dominant negative helix- loop-helix protein
212380_at KIAA0082 KIAA0082 D43949 0.0537 -0.0311 -0.415 0.2641
232034_at hypothetical protein LOC203274 LOC203274 ALl 17607 0.0698 -0.0404 -0.1727 0.1099
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the low r IFN group vs. the high
IFN group . The 659 probes correspond to 297 genes.
low BFN high IFN
Healthy
Afify ID Gene Name Symbol Ace. No. SLE score group group score score score
226459_at phosphoinositide-3-kinase adaptor protein 1 PIK3AP1 AW575754 0.0936 -0.0542 -0.2059 0.131 signal transducer and activator of
225636_at STAT2 H98105 0.105 -0.0608 -0.4244 0.2701 transcription 2, 113fcDa
-4 carcinoembryonic antigen-related cell
209498_at CEACAMl X16354 0.1453 -0.0841 -0.1825 0.1162 adhesion molecule 1 (biliary glycoprotein)
222982_x_at solute carrier family 38, member 2 SLC38A2 AF298897 0.1535 -0.0889 -0.2609 0.166 serine (or cysteine) proteinase inhibitor, clade
200986_at G (Cl inhibitor), member 1, (angioedema, SERPINGl NM_000062 0.169 -0.0979 -0.3548 0.2258 hereditary)
200775_s_at heterogeneous nuclear ribonucleoprotein K HNRPK BC000355 0.1711 -0.099 -0.0165 0.0105
242020_s_at Z-DNA binding protein 1 ZBPl AI925506 0.2008 -0.1162 -0.1633 0.1039
Transcribed locus, weakly similar to
241368_at NP_003148.1 NIMA (never in mitosis gene — All 90693 0.2086 -0.1208 0.0487 -0.031 a)-related kinase 4 [Homo sapiens]
Table 13: List of the 659 Gene Probes with Corresponding Centroid Scores for Classifying SLE - Healthy and the krø IFN group vs. the high
IFN group. The 659 probes correspond to 297 genes.
low IFN high IFN
Healthy
Affy ID Gene Name Symbol Ace. No. SLE score group group score score score
Wiskott-Aldrich syndrome protein interacting
231182_at WASPIP BF446719 0.2171 -0.1257 0.1822 -0.1159 protein nm_001101 actin, beta ACTB nm_001101 0.2393 -0.1386 0.0685 -0.0436
-4
O 205230_at rabphilin 3A homolog (mouse) RPH3A NM_014954 0.24 -0.139 0.1039 -0.0661
38241_at butyrophilin, subfamily 3, member A3 BTN3A3 U90548 0.4705 -0.2724 -0.3407 0.2168
225065_x_at hypothetical protein MGC40157 MGC40157 AI826279 0.4868 -0.2819 -0.0358 0.0228
200775_s_at heterogeneous nuclear ribonucleoprotein K HNRPK BC000355 0.5889 -0.3409 -0.2715 0.1728
-4
-4
4-
-4 'Jl
-4 -4
VO
Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
200923_at LGALS3BP NM_005567 200923_at LGALS3BP NM_005567 200986_at SERPINGl NM_000062 201202_at PCNA NM_002592 201202_at PCNA NM_002592 201285_at MKRNl NM_013446 201285 at MKRNl NM 013446 ID2 ///
201566 x at D13891 ID2B 201585_s_at SFPQ BG035151
201930_at MCM6 NM_005915
202008_s_at NID NM_002508
202010_s_at ZNF410 NM_021188
202018_s_at LTF NM_002343
202018_s_at LTF NM_002343
202086_at MXl NM_002462
202086_at MXl NM_002462
202145_at LY6E NM_002346 202145_at LY6E NM_002346
202269_x_at GBPl BC002666 202269_x_at GBPl BC002666 202270 at GBPl NM 002053 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. AfEy ID Symbol Ace. No.
202270_at GBPl NM_ .002053
202411_at IFI27 NM_ .005532
202411_at IFI27 NM_ ,005532
202430_ _s_at PLSCRl NM_ 021105
202438_ _x_at IDS BF346014
202446_ _s_at PLSCRl AI825926
202446_ _s_at PLSCRl AI825926
202595.s_at LEPROTLl AF161461
202659.at PSMBlO NM. 002801
202688_at TNFSFlO NM_ 003810
202863,at SPlOO NM_ 003113
202863_at SPlOO NM_ _003113
202863.at SPlOO NM_ 003113
202869.at OASl NM_ 016816
202869.at OASl NM_ 016816
202872.at ATP6V1C1 AW024925
202996.at POLD4 NM. _021173
203091.at FUBPl NM. 003902
203148. _s_at TRIM14 NM. _014788
203153.at IFITl NM. 001548
203153.at IFITl NM. _001548
203595. _s_at IFIT5 N47725
203595. _s_at IFIT5 N47725
203596. _s_at IFIT5 NM. _012420
203596 s at IFIT5 NM 012420 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
203596_ s_at IFIT5 NM_ 012420
203713_ s_at LLGL2 NM_ .004524
204155_ s_at KIAA0999 AA044154
204225_ at HDAC4 NM_ 006037
204285_ s_at PMAIPl AI857639
204286_ _s_at PMAIPl NM_ 021127
204286_ s_at PMAIPl NM_ 021127
204286_ s_at PMAIPl NM_ .021127
204326_ x_at MTlX NM_ 002450
204326_ x_at MTlX NM_ 002450
204326_ x_at MTlX NM. 002450
204415_ at G1P3 NM_ 022873
204415_ at G1P3 NM. _022873
204439_ at IFI44L NM_ 006820
204439_ at IFI44L NM. 006820
204470_ at CXCLl NM. _001511
204615_ x_at IDIl NM. _004508
204747_ at IFIT3 NM. 001549
204748_ at PTGS2 NM_ 000963
204748_ at PTGS2 NM_ _000963
204972_ at OAS2 NM_ 016817
204972_ .at OAS2 NM_ _016817
205003_ at DOCK4 NM_ 014705
205099_ _s_at CCRl NM_ _001295
205230_ .at RPH3A NM_ 014954
205230 at RPH3A NM 014954 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
205483_s_at G1P2 NM_005101
205483_s_at G1P2 NM_005101
205552_s_at OASl NM_002534
205552_s_at OASl NM_002534
205569_at LAMP3 NM_014398
205569_at LAMP3 NM_014398
205875_s_at TREXl NM_016381
205875_s_at TREXl NM_016381
206025_s_at TNFAIP6 AWl 88198
206026_s_at TNFAIP6 NM_007115
206026_s_at TNFAIP6 NM_007115
206026_s_at TNFAIP6 NM_007115
206075_s_at CSNK2A1 NMJ)Ol 895
206115_at EGR3 NM_004430
HSXIAPAF
206133 at NM_017523 1
HSXIAPAF
206133 at NM_017523 1
206461_x_at MTlH NM_005951
206461_x_at MTlH NM_005951
206553_at OAS2 NM_002535
206553_at OAS2 NM_002535
207500_at CASP5 NM_004347
207777_s_at SP140 NM_007237
20858 l_x_at MTlX NM_005952
208751 at NAPA BCOOl 165 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
20875 l_at NAPA BCOOl 165 20875 l_at NAPA BCOOl 165 208965 js_at IFI16 BG256677 209236_at SLC23A2 AL389886 209417_s_at IFI35 BC001356 209417_s_at IFI35 BC001356
209498_at CEACAMl X16354
210705_s_at TRIM5 AF220028 210797_s_at OASL AF063612 210797_s_at OASL AF063612 210797_s_at OASL AF063612 210797_s_at OASL AF063612 211012_s_at PML BC000080
211367_s_at CASPl Ul 3699
211456_x_at AF333388
211506_s_at IL8 AF043337
211506_s_at IL8 AF043337
211506_s_at IL8 AF043337
211582_x_at LSTl AF000424
211965_at ZFP36L1 BE620915
211967_at PORIMIN BG538627
212185_x_at MT2A NM_005953
212285_s_at AGRN AW008051
DKFZP564
212333_at AL049943
F0522 212380 at KIAA0082 D43949 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
212531_at LCN2 NM_005564
212916_at PHF8 AW249934
213293_s_at TRIM22 AA083478
213294_at FLJ38348 AV755522
213524_s_at G0S2 NMJ)15714
213524_s_at G0S2 NM_015714
213797_at RSAD2 AI337069
213797_at RSAD2 AI337069
214059_at IFI44 BE049439
214453_s_at IFI44 NM_006417
214453_s_at IFI44 NM_006417
21451 l_x_at FCGRlA L03419
21451 l_x_at FCGRlA L03419
214620_x_at PAM BF038548
215221_at FOXPl AK025064
216950_s_at FCGRlA X14355
217502_at IFIT2 BE888744
217502_at IFIT2 BE888744
217933_s_at LAP3 NM_015907
217933_s_at LAP3 NM_015907
218085_at CHMP5 NM_015961
218304_s_at OSBPLIl NM_022776
218400_at OAS3 NM_006187
218400_at OAS3 NM_006187
218400_at OAS3 NM_006187
218618 s at FNDC3B NM 022763 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
218943_s_at DDX58 NM_014314
218943_s_at DDX58 NM_014314
218986_s_at FLJ20035 NM_017631
218986_s_at FLJ20035 NM_017631
219209_at IFIHl NM_022168
21921 l_at USP18 NM_017414
21921 l_at USP18 NM_017414
219352_at HERC6 NM_017912
219352_at HERC6 NM_017912
219356_s_at CHMP5 NM_016410
219356_s_at CHMP5 NM_016410
219364_at LGP2 NM_024119
219426_at EIF2C3 NM_024852
219519_s_at SN NM_023068
219559_at C20orf59 NM_022082
219684__at IFRG28 NM_022147
219684__at IFRG28 NM_022147
219684_at IFRG28 NM_022147
219691_at SAMD9 NM_017654
219799_s_at DHRS9 NM_005771
219799_s_at DHRS9 NM_005771
219863_at HERC5 NM_016323
219863_at HERC5 NMJ)16323
220492_s_at OTOF NM_004802
220924 _s_at SLC38A2 NM_018976
220924 s at SLC38A2 NM 018976 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
221827_at C20orfl8 BE788439
222154_s_at DNAPTP6 AK002064
222154_s_at DNAPTP6 AK002064
222498_at AZI2 AI809206
222532_at SPvPRB BF983948
222745_s_at C15orf29 AI924685
222745_s_at C15orf29 AI924685
222793_at DDX58 AK023661
222816_s_at ZCCHC2 BE676543
222816_s_at ZCCHC2 BE676543
222816_s_at ZCCHC2 BE676543
222982_x_at SLC38A2 AF298897
222982_x_at SLC38A2 AF298897
222986_s_at SCOTIN BC001463
223062_s_at PSATl BC004863
223220_s_at PARP9 AF307338
223298_s_at NT5C3 AF312735
223298_s_at NT5C3 AF312735
223414_s_at LYAR AL136750
223434 jit GBP3 . ALl 36680
223501_at TNFSF13B AW151360
223501__at TNFSF13B AW151360
223577_x_at PRO1073 AA827878
223577_x_at PRO1073 AA827878
223599_at TRIM6 AF220030 .
223599 at TRIM6 AF220030 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
223758_ s_at GTF2H2 BC005345
223849_ _s_at MOVlO BC002548
223849_ s_at MOVlO BC002548
223952_ x_at DHRS9 AF240698
223952_ x_at DHRS9 AF240698
224009_ _x_at DHRS9 AF240697
224225_ _s_at ETV7 AF218365
224225_ s_at ETV7 AF218365
224589_ at NR1I3 BF223193
225065_ x_at MGC40157 AI826279
225076_ s_at KIAA1404 AAl 50460
225291_ at PNPTl AI967971
225291_ at PNPTl AI967971
225291_ at PNPTl AI967971
225291_ at PNPTl AI967971
225466_ at FLJ36874 BG291961
225636_ at STAT2 H98105
225710_ at — H99792
225710_ at — H99792
225897_ at MARCKS AI709406
225897_ at MARCKS AI709406
225897_ at MARCKS AI709406
225897_ at MARCKS AI709406
225919_ s_at C9orf72 AI832598
225919_ _s_at C9orf72 AI832598
225931 s at C17orf27 AI954660 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
225973_ .at TAP2 AA573502
225973_ .at TAP2 AA573502
225973_ at TAP2 AA573502
226106_ at RNF141 AI307808
226117_ at TIFA AA195074
226117_ at TIFA AA195074
226117_ _at TIFA AAl 95074
226117_ at TIFA AAl 95074
226459_ at PIK3AP1 AW575754
226603_ at C7orf6 BE966604
226702_ at LOC 129607 AI742057
226702_ at LOC 129607 AI742057
226702_ at LOC129607 AI742057
226702_ at LOC129607 AI742057
226757_ at IFIT2 AA131041
226757_ at IFIT2 AA131041
226941_ at ATF6 BF439325
227354_ at FLJ37858 BF589359
227458_ _at PDCDlLGl AI608902
227458_ at PDCDlLGl AI608902
227458_ at PDCDlLGl AI608902
227458_ at PDCDlLGl AI608902
227755_ at — AA042983
227807^ _at PARP9 AI738416
227807_ at PARP9 AI738416
228050 at FLJ12787 AA046406 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
228230_at PRIC285 ALl 21829 228230_at PRIC285 ALl 21829 228304_at BE674118 228439_at MGC20410 AW083820 22853 l_at SAMD9 AA741307 22853 l_at SAMD9 AA741307 228570 at BTBDI l BF510581
228582_x_at MALATl AI475544 228582 x at MALATl AI475544
228582_ _x_at MALATl AI475544
228582_ x_at MALATl AI475544
228607_ at OAS2 AI651594
228607_ at OAS2 AI651594
HSXIAPAF
228617. at AA142842 1
HSXIAPAF
228617, at AA142842 1
229194_ at PCGF5 AL045882
229194_ at PCGF5 AL045882
229450_ at IFIT3 AI075407
229450_ _at IFIT3 AI075407
229625. at GBP5 BG545653
229625. at GBP5 BG545653
230036. _at C7orf6 BE669858
230036 at C7orf6 BE669858 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
230179_at LOC285812 N52572
230314_at AW014557
230405_at LOC441109 AI143416
230405_at LOC441109 AI143416
230405_at LOC441109 AI143416
230405_at LOC441109 AI143416
230645_at FRMD3 BFl 10588
230866_at BE549540
231182_at WASPIP BF446719
231182_at WASPIP BF446719
231182_at WASPIP BF446719
231182_at WASPIP BF446719
231363_at LOC149018 AA776758
231577_s_at GBPl AWO 14593
231577_s_at GBPl AW014593
231747_at CYSLTRl NM_006639
231769_at FBXO6 AF129536
231956_at KIAA1618 AA976354
231956_at KIAA1618 AA976354
232034_at LOC203274 ALl 17607
232222_at C18orf49 AK000229
232375_at STATl AI539443
232563_at ZNF684 AW275016
232563_at ZNF684 AW275016
232563 at ZNF684 AW275016
232645 at LOC153684 AW665885 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease.
Affy ID Symbol Ace. No.
232645_at LOC153684 AW665885
232666_at OAS3 Rl 3458
232666_at OAS3 R13458
232787_at PRIC285 AK023724
232787_at PRIC285 AK023724
233425_at ZCCHC2 AU147903
233591_at — AK026751
233880_at C17orf27 AL161961
233880_at C17orf27 AL161961
233880_at C17orf27 AL161961
234344_at RAP2C AF093744
234986_at GCLM AA630626
23506 l_at PPMlK AV706522
235106_at MAML2 AW847318
235106_at MAML2 AW847318
235106_at MAML2 AW847318
235106_at MAML2 AW847318
235157_at PARP14 AW297731
235157_at PARP 14 AW297731
235256_s_at GALM BE788984
235256_s_at GALM BE788984
235276_at — AA781795
235276_at — AA781795
235276_at — AA781795
235276_at — AA781795
235276 at — AA781795 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
235574_at GBP4 AW392952
235574_at GBP4 AW392952
235643_at C7orf6 BE886225
236285_at MGC16635 AI631846
236285_at MGC16635 AI631846
238423_at SYTL3 AI674404
238581_at GBP5 BG271923
238581_at GBP5 BG271923
238722_x_at NAPE-PLD AI460037
238739_at — AW902062
239277_at ACATE2 AI559696
239277_at ACATE2 AI559696
239979_at EPSTIl BE645480
239979_at EPSTIl BE645480
239988_at HERC6 AA708470
240718_at CASCl AW303384
240718_at CASCl AW303384
241368_at — All 90693
241368_at — All 90693
241916_at PLSCRl AI984040
241916_at PLSCRl AI984040
241916_at PLSCRl AI984040
241916_at PLSCRl AI984040
241930_x_at — AA223204
241930 x at AA223204 Table 15: 368 most variable gene probes and the associated probes in the SLE patient classification analysis in the descending order. The expression of genes provide the most variable genes that are useful in differentiating two SLE activity groups into high and low active SLE disease. Affy ID Symbol Ace. No.
242020_s_at ZBPl AI925506
242020_s_at ZBPl AI925506
242030_at SLC4A1AP AI934909 HSXIAPAF
242234 _at AI859280
1
HSXIAPAF
242234 _at AI859280 1
242625 _at RSAD2 AWl 89843
242907 at GBP2 BF509371
242961 x_at DDX58 AI304317
242961 _x_at DDX58 AI304317
243122 _at PACRG Hl 8468
243768 _at SENP6 AA026388
243768 _at SENP6 AA026388
243904 _at — AA204752
44673_ at SN N53555
44673_ at SN N53555
90610 at LRCH4 AI654857
PDCDlLGl PDCDlLGl NM 014143
Table 16: 53 genes that provide the most differentiation between healthy donor individuals,
SLE patients, WG patients and RA patients.
Affy ID Description Symbol Ace. No. serine (or cysteine) proteinase inhibitor,
200986 at SERPINGl NM 000062 clade G (Cl inhibitor), member 1, Table 16: 53 genes that provide the most differentiation between healthy donor individuals, SLE patients, WG patients and RA patients.
Affy ID Description Symbol Ace. No.
(angioedema, hereditary)
20241 l_at interferon, alpha-inducible protein 27 IFI27 NM_005532 202430_s_at phospholipid scramblase 1 PLSCRl NM_021105 tumor necrosis factor (ligand)
202687 s at TNFSFlO U57059 superfamily, member 10 202837_at FLN29 gene product FLN29 NM_006700 202863_at nuclear antigen Sp 100 SPlOO NM_003113 interferon-induced protein with
203153 at IFITl NM 001548 tetratricopeptide repeats 1 interferon-induced protein with
203595 s at IFIT5 N47725 tetratricopeptide repeats 5 eukaryotic translation initiation factor 2-
204211 x at EIF2AK2 NM_002759 alpha kinase 2 interferon, alpha-inducible protein (clone
204415 at G1P3 NM_022873
IFI-6-16) 204439_at interferon-induced protein 44-like IFI44L NM_006820 interferon-induced protein with
204747 at IFIT3 NM_001549 tetratricopeptide repeats 3 myxovirus (influenza virus) resistance 2
204994 at MX2 NM_002463
(mouse) 205098_at chemokine (C-C motif) receptor 1 CCRl AI421071
SCO cytochrome oxidase deficient
205241 at SCO2 NM_005138 liomolog 2 (yeast) interferon, alpha-inducible protein (clone
205483 s at G1P2 NMjxmoi
IFI-15K) tumor necrosis factor, alpha-induced
206025 s at TNFAIP6 AWl 88198 protein 6 206026_s_at tumor necrosis factor, alpha-induced TNFAIP6 NM 007115 Table 16: 53 genes that provide the most differentiation between healthy donor individuals,
SLE patients, WG patients and RA patients. Affy ID Description Symbol Ace. No. protein 6
208581_x_at metallothionein IX MTlX NM_005952 N-ethylmaleimide-sensitive factor 20875 l_at NAPA BCOOl 165 attachment protein, alpha 208966_x_at interferon, gamma-inducible protein 16 IFI16 AF208043 caspase 1, apoptosis-related cysteine 211367_s_at CASPl U13699 protease (interleukin 1, beta, convertase)
212185_x_at metallothionein 2A MT2A NM_005953 213294_at Hypothetical protein FLJ38348 FLJ38348 AV755522 radical S-adenosyl methionine domain
213797_at RSAD2 AI337069 containing 2
Tumor necrosis factor (ligand)
214329_x_at TNFSFlO AW474434 superfamily, member 10
214453_s_at interferon-induced protein 44 IFI44 NM_006417 21451 l_x_at Fc gamma receptor I FCGRlA L03419 similar to Interferon-induced
216565_x_at transmembrane protein 3 (Interferon- LOC391020 AL121994 inducible protein 1-8U) Fc fragment of IgG, high affinity Ia5
216950_s_at FCGRlA X14355 receptor (CD64)
218085_at chromatin modifying protein 5 CHMP5 NMJ) 15961 219356_s_at chromatin modifying protein 5 CHMP5 NM_016410 dehydrogenase/reductase (SDR family)
219799_s_at DHRS9 NM_005771 member 9
222816_s_at zinc finger, CCHC domain containing 2 ZCCHC2 BE676543 222986_s_at scotin SCOTIN BC001463 223298_s_at 5 -nucleotidase, cytosolic III NT5C3 AF312735 223501 at tumor necrosis factor (ligand) TNFSF 13B AWl 51360 Table 16: 53 genes that provide the most differentiation between healthy donor individuals,
SLE patients, WG patients and RA patients. Affy ID Description Symbol Ace. No. superfamily, member 13b tumor necrosis factor (ligand)
223502_s_at TNFSF 13B AFl 34715 superfamily, member 13b nuclear receptor subfamily 1 , group I, 224589_at NR1I3 BF223193 member 3 poly (ADP-ribose) polymerase family,
224701_at PARP 14 AA056548 member 14
225415_at deltex 3 -like (Drosophila) DTX3L AA577672 226603_at chromosome 7 open reading frame 6 C7orf6 BE966604 226702_at hypothetical protein LOC 129607 LOC 129607 AI742057 Poly (ADP-ribose) polymerase family,
227807_at PARP9 AI738416 member 9
228152_s_at hypothetical protein FLJ31033 FLJ31033 AK023743 peroxisomal proliferator-activated
228230_at PRIC285 AL121829 receptor A interacting complex 285 interferon-induced protein with
229450_at IFIT3 AI075407 tetratricopeptide repeats 3
233425_at zinc finger, CCHC domain containing 2 ZCCHC2 AUl 47903 235276_at EST — AA781795
Likely ortholog of mouse acyl-
239277_at Coenzyme A thioesterase 2, ACATE2 AI559696 mitochondrial
239979_at Epithelial stromal interaction 1 (breast) EPSTIl BE645480 radical S-adenosyl methionine domain 242625_at RSAD2 AWl 89843 containing 2 243271 at Chromosome 7 open reading frame 6 C7orf6 AI064690 Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from aE disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
1 206553_at 2'-5'-oligoadenylate synthetase 2, 69/7IkDa NM_002535 0 0.2039 0 -0.6437
OO 219975 x a thioesterase domain containing 1 NM_018324 0 0 0
3 204439.at interferon-induced protein 44-like NM_006820 -0.2864 0.3647 -0.0887 interferon-induced protein with tetratricopeptide
4 203153. _at repeats 1 /// interferon-induced protein with NMJ)01548 -0.2158 0.3087 tetratricopeptide repeats 1
5 235276.at AA781795 -0.5166 0.3153 0
6 213797.at radical S-adenosyl methionine domain containing 2 AI337069 -0.4706 0.3731 -0.0877
203828 s a interleukin 32 /// interleukin 32 NM 004221 0 0
Table 17: List of 277 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
8 242625_at radical S-adenosyl methionine domain containing 2 AWl 89843 -0.4581 0.3478 -0.0024 -0.4609
205483_s_a
-4 9 interferon, alpha-inducible protein (clone IFI-15K) NM_005101 -0.1927 0.3004 0 -0.4382
233126_s_a
10 thioesterase domain containing 1 AKOOl 844 0 0 0 0 t
11 209409_at growth factor receptor-bound protein 10 D86962 0 0 0 0 231597 x a
12 AI371550 0.3791 0 0
13 226702_at hypothetical protein LOC 129607 AI742057 -0.3768 0.2905 0 209051 s a
14 ral guanine nucleotide dissociation stimulator AF295773 0 0 0
212768_s_a
15 olfactomedin 4 AL390736 0 0 t
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
16 21921 l_at ubiquitin specific protease 18 NM_017414 0 0.2502 -0.0281 -0.3643
17 202869_at 2 ',5 -oligoadenylate synthetase 1 , 40/46kDa NM_016816 0 0.2312 0 -0.3563
-4
O 18 202145_at lymphocyte antigen 6 complex, locus E NM_002346 -0.1159 0.2916 -0.0712 -( interferon-induced protein with tetratricopeptide
19 229450 at AI075407 -0.3219 0.2202 0 -( repeats 3
217775_s_a
20 retinol dehydrogenase 11 (all-trans and 9-cis) NM_016026 0 -( t
204388_s_a
21 monoamine oxidase A NM_000240 0 t
205552_s_a
22 2 ',5 -oligoadenylate synthetase 1 , 40/46kDa NM_002534 0.1319 0.2625 0 -I t
23 215248_at growth factor receptor-bound protein 10 AU145003 0 0 0 (
24 210999_s_a growth factor receptor-bound protein 10 U66065 0 0 0 (
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender Has by removing male control samples from all disease and healthy groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
25 218400_at 2 -5 -oligoadenylate synthetase 3, 10OkDa NM_006187 -0.1118 0.2588 -0.3029
Fc fragment of IgE, high affinity I, receptor for; alpha 211734_s_a
26 polypeptide /// Fc fragment of IgE, high affinity I, BC005912 receptor for; alpha polypeptide
202900_s_a
27 nucleoporin 88kDa NM_002532 0 -(
28 204972_at 2 '-5 -oligoadenylate synthetase 2, 69/7IkDa NM_016817 0 0.2204 -( interferon-induced protein with tetratricopeptide
29 204747 at NMJ)Ol 549 -0.2794 0.2608 -( repeats 3
214453_s_a
30 interferon-induced protein 44 NM_006417 -0.1619 0.2778 -0.0543 -< t
31 202859 x a interleukin δ NM 000584 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected, for gender bias by removing male control samples from all disease and healthy control groups*
R '
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
32 219863_at hect domain and RLD 5 NM_016323 -0.2334 0.2748 0 -0.2701
-4
4- myxovirus (influenza virus) resistance 1, interferon- inducible protein p78 (mouse) /// myxovirus (influenza
33 202086 at NM_002462 -0 .1609 0.2559 0 virus) resistance 1, interferon-inducible protein p78 (mouse)
34 212793_ at dishevelled associated activator of morphogenesis 2 BF513244 0 0 0 A disintegrin-like and metalloprotease (reprolysin
35 236901_ at AA035730 0 0 0 type) with thrombospondin type 1 motif, 2
36 220418_ at ubiquitin associated and SH3 domain containing, A NM_018961 0 0 0
206177_ _s_a
37 arginase, liver NM_000045 0 0 0 t
38 227609 at epithelial stromal interaction 1 (breast) AA633203 -0 .2399 0.2476 0
Table 17: List of '277 genes of Example 1, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
39 -0.2446
-4 major histocompatibility complex, class II, DQ beta 1 212998_x_a
40 /// major histocompatibility complex, class II, DQ beta AI583173 0 -C t
1
41 228617_at XIAP associated factor- 1 AA142842 -0.1706 0.2391 0 -( 222154 s a
42 DNA polymerase-transactivated protein 6 AK002064 0.2344 -0.0689 -( t
21184 l_s_a tumor necrosis factor receptor superfamily, member
43 U94510 0 0 -( t 25
209602 s a
44 GATA binding protein 3 AI796169 0 0
45 214059_at Interferon-induced protein 44 BE049439 -0.1582 0.2303 -0.0618
Table 17: List of '277 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease arid healthy control groups. R
Healthy SLE WG
A RA
ASy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
211506 s a
46 interleukin 8 AF043337 -0.2289 t
208858 s a likely ortholog of mouse membrane bound C2 domain
47 ~ ~ BC004998 0 0 t containing protein
223849_s_a
48 MovlO, Moloney leukemia virus 10, homolog (mouse) BC002548 -0.097 0.1931 t
219519_s_a
49 sialoadhesin /// sialoadhesin NM_023068 -0.0078 0.2103 -0.0702 t
202747_s_a
50 integral membrane protein 2 A NM_004867 0 0 0
210202_s_a
51 bridging integrator 1 U87558 0 0 0
52 208168_s_a chitinase 1 (chitotriosidase) NM_003465 0 0 0 i
snder bias by removing male control samples from all disease and
•healthy control gro ouuppss..
R ι "
Healthy SLE WG A RA
1 Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k t
53 219684_at 28kD interferon responsive pro NM_022147 0 0.1371 0 -0.2011
« 54 227952_at Hypothetical protein FLJ90036 AI580142 0.2 0 0
55 219352 at hect domain and RLD 6 NM_017912 0 0.192 0 -(
56 203725_at growth arrest and DNA-damage-inducible, alpha NMJ)01924 0 0 0 0 219062 s a
57 zinc finger, CCHC domain containing 2 NMJ) 17742 0 0.1951 0 -( t
58 206133_at XIAP associated factor- 1 NMJ) 17523 0 0.187 0 -( hypothetical protein FLJ20701 /// hypothetical protein
59 219093 at NM_017933 0 0 0 -( FLJ20701
205875_s_a
60 three prime repair exonuclease 1 NM_016381 0 0.1406 0 -I
61 20241 l_at interferon, alpha-inducible protein 27 NM 005532 0 0.1891 -0.1462
aider bias by rem oving-male control samples from all disease and j healthy control gro ouuppss.. •
R " "
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
62 205660_at 2 -5 -oligoadenylate synthetase-like NM_003733 0 0.1887 0 -0.0339 interferon-induced protein with tetratricopeptide
63 226757 at AA131041 -0.1198 0.1874 0 0
ON repeats 2
203596_s_a interferon-induced protein with tetratricopeptide 64 NM 012420 0 0.1861 0 t repeats 5 early growth response 2 (Krox-20 homolog,
65 205249 at NM 000399 -0.1829 0.0143 0
Drosophila)
202446_s_a
66 phospholipid scramblase 1 AI825926 -0.1803 0.121 0
227347_x_a
67 hairy and enhancer of split 4 (Drosophila) NM 021170 0.1778
218943_s_a
68 DEAD (Asp-Glu- Ala-Asp) box polypeptide 58 NM 014314 -0.0459 0.1766 0
Table 17: List of 277 genes of Example 7, which is a gene list collected for gender bias by removing male control samples from all disease and healthy control groups,
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
69 233425_at zinc finger, CCHC domain containing 2 AUl 47903 -0.0483 0.175 0 0
70 219209_at interferon induced with helicase C domain 1 NM_022168 0 0.1473 0 -0.175
-4
4- -4 71 219298_at enoyl Coenzyme A hydratase domain containing 3 NM_024693 0 0 0 0
6-phosphofructo-2-kinase/fructose-2,6-biphosphatase
72 209992 at AB044805 0 0 0
219423_x_a tumor necrosis factor receptor superfamily, member
Full-length cDNA clone CS0DI014YH21 of Placenta
74 226311 at BF058422
Cot 25 -normalized of Homo sapiens (human)
6-phosphofructo-2-kinase/fructose-2,6-biphosphatase
75 226733 at AA587884 0 0 0
2
76 207802_at cysteine-rich secretory protein 3 NM__006061 -0.1604 0 0
77 203595_s_a interferon-induced protein with tetratricopeptide N47725 0 0.1595 0
Table 17: List of 211 genes of Example 7, which is a- gene list corrected for gender bias by removing male control samples torn all disease and healthy control groups.
R :
Healthy SLE WG
A RA
AfEy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k repeats 5
217147_ _s_a
7 7 /9Qy T cell receptor interacting molecule AJ240085 0 0 0 -( t
80 232222_at chromosome 18 open reading frame 49 AK000229 -0.059 0.1508 0
208436. _s_a
81 interferon regulatory factor 7 NM_004030 0 0.1506 0 t
82 204857_at MADl mitotic arrest deficient-like 1 (yeast) NM_003550 0 0 0
224490_ _s_a hypothetical protein LOC284058 /// hypothetical
83 BC006271 0.1492 -0.0127 0 t protein LOC284058
84 239979_at Epithelial stromal interaction 1 (breast) BE645480 0 0.1486 0
85 219364 at likely ortholog of mouse Dl Ilgp2 NM 024119 0 0.1454 0
Table 17: List of '277 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k interferon-induced protein with tetratricopeptide
86 217502 at BE888744 0 0.1451 -0.0921 repeats 2
-4
219819_s_a
87 mitochondrial ribosomal protein S28 NM_014018 0 0 0 -(
88 21969 l_at sterile alpha motif domain containing 9 NMJ) 17654 0 0.1429 0 -( 205353 s a
89 prostatic binding protein NM 002567 0 0 0 -( t
234883 x a T-cell antigen receptor beta chain /// T cell receptor V
90 ~ ~ M97943 -< t beta6-D-J /// T cell receptor V-beta 6
203683_s_a
91 vascular endothelial growth factor B NM_003377 0 0 0 t
92 230036_at chromosome 7 open reading frame 6 BE669858 -0.0371 0.1343 0
93 228152_s_a hypothetical protein FLJ31033 AK023743 -0.1329 0.0852 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
hypothetical protein LOC284058 /// hypothetical
-4 BC006271 Ul 94 224489 at 0.1319 0 0
O protein LOC284058
242020_s_a
95 Z-DNA binding protein 1 AI925506 -0.0979 0.1319 0 t
96 207269_at defensin, alpha 4, corticostatin NM_001925 0 0 0 210797 s a
97 2 -5 -oligoadenylate synthetase-like AF063612 0 0.131 0 t
217933_s_a
98 leucine aminopeptidase 3 NM_015907 0 0.118 0
99 221823_at hypothetical gene supported by AF038182; BC009203 A ALL556655774411 0 0 0
100 226603_at chromosome 7 open reading frame 6 BE966604 -0.0572 0.1177 0
101 200986_at serine (or cysteine) proteinase inhibitor, clade G (Cl N NMM_000000006622 0 0.117 0
t !
\ R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k inhibitor), member 1, (angioedema, hereditary)
-4 102 230354_at Transcribed locus BG236273 0 0 0 0.1169 Ul 218543 s a
103 zinc finger CCCH type domain containing 1 NM__022750 0 0.1166 0
104 219279_at dedicator of cytokinesis 10 NMJU7718 0 0 0
105 205569 at lysosomal-associated membrane protein 3 NMJH4398 0 0.1152 0
T cell receptor delta locus /// T-cell receptor-delta
106 213830 at AW007751 0 0 0 mRNA, 3'end.
107 213294_at Hypothetical protein FLJ38348 AV755522 -0.0567 0.1143 0
108 22853 l_at sterile alpha motif domain containing 9 AA741307 0 0.1117 0
109 231688_at Transcribed locus AW337833 0 0 0
110 243589_at hypothetical protein LOC284058 AI823453 0.1102 -0.0059 0
111 211012 s a promyelocytic leukemia BC000080 0 0.1088 0
Table 17: List of 277 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k t
211456_x_a
-4 AF333388 0 0.0608 0 - -(0.1087
Ul 112 i. Similar to 60S ribosomal protein L35
K> t
113 210607_at fins-related tyrosine kinase 3 ligand U03858 0 0 0 -(
114 228607_at 2 -5 -oligoadenylate synthetase 2, 69/7IkDa AI651594 0 0.1064 0 -(
115 239988_at Hect domain and RLD 6 AA708470 0 0.1059 0 214575 s a
116 azurocidin 1 (cationic antimicrobial protein 37) NM__001700 0 0 0 C t
117 223599_at tripartite motif-containing 6 AF220030 0 0.1053 0 202430 s a
118 phospholipid scramblase 1 NM_021105 -0.0668 0.1052 0
119 206871_at elastase 2, neutrophil NMJ)01972 0 0 0 (
120 213817_at CDNA FLJ13601 fis, clone PLACE1010069 AL049435 0 0 0 (
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
S Sttaauuffeenn,, R RNA binding protein, homolog 2
121 229417 at W46994 -0.1038 0 0 0 (Drosophila) w 122 22470 l_at poly (ADP-ribose) polymerase family, member 14 AA056548 0 0.0997 0 223220 s a
123 poly (ADP-ribose) polymerase family, member 9 AF307338 -0.0991 0.0819 0 t
124 228439_at hypothetical protein BC012330 AW083820 -0.0968 0.0274 0
125 22529 l_at polyribonucleotide nucleotidyltransferase 1 AI967971 0 0.0944 0 proteinase 3 (serine proteinase, neutrophil, Wegener
126 207341 at NM_002777 0 0 0 granulomatosis autoantigen) 127 242234_at XIAP associated factor-1 AI859280 0 0.0923 0 220492 s a
128 otoferlin NM 004802 0 0.0909 0 t
129 221973_at CDNA clone IMAGE:5217021, with apparent retained AI983904 0 0 0
Table 17: List of '277 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups,
R
Healthy SLE WG
RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k intron
208087 s a
^ 130 ~ ~ Z-DNA binding protein 1 /// Z-DNA binding protein 1 NM_030776 0.0901
*! t
205099_s_a
131 chemokine (C-C motif) receptor 1 NM_001295 0 0.0527 0 -( t
231577_s_a guanylate binding protein 1 , interferon-inducible,
132 AW014593 0 0.0873 0 t 67kDa
208581_x_a
133 metallothionein IX NM_005952 0 0.0871 0
134 210262_at cysteine-rich secretory protein 2 M25532 0 0 0
135 204415_at interferon, alpha-inducible protein (clone IFI-6- 16) NM_022873 0 0.0852 0 209417 s a
136 interferon-induced protein 35 BC001356 0 0.085 0
g male control samples from all disease and healthy control groups. i
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
20977 l_x_a CD24 antigen (small cell lung carcinoma cluster 4
137 AA761181 0 0 0 0.0837 t antigen)
-4
$ 138 203547_at CD4 antigen (p55) /// CD4 antigen (p55) U47924 0 0 0 -I
216379_x_a CD24 antigen (small cell lung carcinoma cluster 4
139 AKOOO 168 0 0 0 ( antigen)
140 44673 at sialoadhesin N53555 0 0.0813 0 carcinoembryonic antigen-related cell adhesion molecule 6 (non-specific cross reacting antigen) ///
141 211657 at Ml 8728 0 carcinoembryonic antigen-related cell adhesion molecule 6 (non-specific cross reacting antigen)
219356_s_a
142 chromatin modifying protein 5 NM_016410 0 0.0797 0 t
143 206710_s_a erythrocyte membrane protein band 4.1 -like 3 NM 012307 0 0 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease and healthy control groups. R
Healthy SLE WG
RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
peroxisomal proliferator-activated receptor A
-4 144 228 AL121829 -0.0273 0.0779 0 0 Ul 230 at interacting complex 285 growth factor independent IB (potential regulator of
145 208501 at NM_004188 0 0 0 -(
CDKNlA, translocated in CML)
146 230314_at Similar to hypothetical protein 628 AW014557 0 0.0778 0
214173_x_a
147 chromosome 19 open reading frame 2 AW514900 0 0 0
212657_s_a
148 interleukin 1 receptor antagonist U65590 0.0743 0
231530_s_a
149 chromosome 11 open reading frame 1 BG150085 0 0 0
150 AFFX- signal transducer and activator of transcription 1, AFFX- 0 0.0707 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by removing fnale control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
HUMISGF3 9IkDa HUMISGF3A/M
A/M97935_ 97935 MB
-4 'M -4 MB_at guanylate binding protein 1, interferon-inducible, 151 202270_at 67kDa /// guanylate binding protein 1 , interferon- NM 002053 0 0.0696 0 inducible, 67kDa tumor necrosis factor (ligand) superfamily, member
152 223501 at AWl 51360 0.069
13b
207000 s a protein phosphatase 3 (formerly 2B), catalytic subunit,
153 - - NM_005605 0 -( t gamma isoform (calcineurin A gamma)
154 238581_at Guanylate binding protein 5 BG271923 0 0.0676 0
155 227210_at Scm-like with four mbt domains 2 T65020 0 0 0 -<
156 232666_at 2 -5 -oligoadenylate synthetase 3, 10OkDa R13458 0 0.0671 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
204891_s_a
157 lymphocyte-specific protein tyrosine kinase NM 005356 0 0 -0.0652
5 -nucleotidase, cytosolic III AF312735 0 0.0646 0 t
210915_x_a
159 T cell receptor beta constant 1 Ml 5564 -( t
160 211967_at pro-oncosis receptor inducing membrane injury gene B BGG553388662277 0 0.0579 0
161 212380_at KIAA0082 D43949 0 0.0331 0
162 238970_at Zinc finger RNA binding protein BF509781 0.0639 -0.0086 0
223502_s_a tumor necrosis factor (ligand) superfamily, member
163 AF134715 0 0.0628 0 t 13b 214551 s a
164 CD7 antigen (p41) NM 006137 0 0 0
g male control samples from all disease and healthy control groups.
1 R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
165 53720_at hypothetical protein FLJl 1286 AI862559 0 0.0622 0 0 signal transducer and activator of transcription 2,
-4 Ul 166 225636 at H98105 0 0.0616 0 0
113kDa
167 218919_at zinc finger, ANl -type domain 1 NM_024699 0 0 0 -(
168 231455_at FLJ42418 protein AA768888 0 0.0595 0
204286_s_a
169 phorbol- 12-myristate- 13 -acetate-induced protein 1 NM_021127 0.0465 t
212285_s_a
170 agrin AW008051 0.0586 0 t
20699 l_s_a
171 chemokine (C-C motif) receptor 5 NM_000579 t
172 236280_at Transcribed locus AI225238 0 0 0
173 203757_s_a carcinoembryonic antigen-related cell adhesion BC005008 0 0 0
Table 17: List of 277 genes of Example 7, which, is a gene list corrected for gender bias by removing male control samples from aU disease and healthy control groups.
R
Healthy SLE WG A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k t molecule 6 (non-specific cross reacting antigen)
-4 244398 x a
BE328243 0.0565
O 174 zinc finger protein 684
M-phase phosphoprotein 10 (U3 small nucleolar
175 212885 at AL545921 0 -( ribonucleoprotein)
22593 l_s_a
176 chromosome 17 open reading frame 27 AI954660 0 0.0561 0 t
177 20164 l_at bone marrow stromal cell antigen 2 NM_004335 0 0.0549 0
202968_s_a dual-specificity tyrosine-(Y)-phosphorylation
178 Y09216 0 0 0 t regulated kinase 2 217165 x a
179 metallothionein IF (functional) M10943 0 0.0536 0
180 217143_s_a T cell receptor alpha locus /// T cell receptor delta X06557 0 0 0
Table 17: List of '277 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from aE disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k t locus
210847_x_a tumor necrosis factor receptor superfamily, member
-4
Os 181 AF026071 0 0 0 -0.0525 t 25 /// putative NFkB activating protein
182 218085_at chromatin modifying protein 5 NMJ)15961 0 0.0522 0
225385_s_a
183 heterogeneous nuclear ribonucleoprotein L-like AW273811 -0.0519 0 0
222816_s_a
184 zinc finger, CCHC domain containing 2 BE676543 0 0.0516 0 t
206461_x_a
185 metallothionein IH NM_005951 0 0.0512 0 t
186 229194_at poly comb group ring finger 5 AL045882 0 0.0497 0
187 20765 l_at G protein-coupled receptor 171 NM_013308 0 0 0
188 244267_at Special AT-rich sequence binding protein 1 (binds to A AAA223377003399 0.0491 0 0
Table 17: List of 277 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k nuclear matrix/scaffold-associating DNA 's)
T cell receptor alpha constant /// T cell receptor alpha
3* 189 209670 at M12959 -0.0489 constant
225929_s_a
190 chromosome 17 open reading frame 27 AA233374 0.0489 t guanylate binding protein 1, interferon-inducible, 202269_x_a
191 67kDa /// guanylate binding protein 1 , interferon- BC002666 0 0.0486 0 inducible, 67kDa
192 230590_at Slingshot homolog 2 (Drosophila) BE675486 0 0 0
Solute carrier family 8 (sodium/calcium exchanger),
193 241041 at BF223010 0 0 0 member 1
194 235061_at protein phosphatase IK (PP2C domain containing) AV706522 0 0.0465 0
195 212750_at protein phosphatase 1, regulatory (inhibitor) subunit AB020630 0 0 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender Mas by removing male control samples from all disease and healthy control groups.
R "
Healthy SLE WG
A RA
AfEy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
16B
196 205241_at SCO cytochrome oxidase deficient homolog 2 (yeast) NM_005138 0 0.0462 0 0
£ 202864 s a
197 nuclear antigen SpIOO NM 003113 0 0.0426 0
198 243489 at BF514098 0.0415 0 0
220998_s_a unc-93 homolog B 1 (C. elegans) /// unc-93 homolog
199 NM_030930 0 0.0412 0
Bl (C. elegans)
200 205098_at chemokine (C-C motif) receptor 1 AI421071 0 0.0396 0
207777 s a 201 SP 140 nuclear body protein NM_007237 0 0.0395 0 t
202 204994_at myxovirus (influenza virus) resistance 2 (mouse) NM_002463 0 0.0387 0
203 222793_at DEAD (Asp-Glu-Ala-Asp) box polypeptide 58 AK023661 0 0.0383 0
204 206676 at carcinoembryonic antigen-related cell adhesion M33326 0 0 0
Table 17: List of 277 genes of Example 7, which, is a gene list corrected for gender bias by removing male control samples from aE disease and healthy control groups.
R
Healthy SLE WG
A RA
AfEy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k molecule 8
205 231747_at cysteinyl leukotriene receptor 1 NM_006639 0 0.0374 0 0
-4
ATP-binding cassette, sub-family A (ABCl), member
206 203505 at AF285167 0 0.0369 0 1
207 233880_at chromosome 17 open reading frame 27 AL161961 0 0.0368 0
208 223767_at G protein-coupled receptor 84 AF237762 -0.0368 0 0
209 204140_at tyrosylprotein sulfotransferase 1 NM_003596 0 0 0
23533 l_x_a
210 polycomb group ring finger 5 AI341142 0 0.0349 0
Neural precursor cell expressed, developmentally
211 233223 at AK000850 down-regulated 9
208966_x_a 212 interferon, gamma-inducible protein 16 AF208043 0.0342 0
g male control samples from all disease and J healthy control groups. J R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
213 240413_at pyrin and HIN domain family, member 1 AI827431 0 0 0 -0.0339
214 229625_at Guanylate binding protein 5 BG545653 0 0.0338 0 0
204890_s_a
215 lymphocyte-specific protein tyrosine kinase U07236 0 0 0 - t
216 243271_at Chromosome 7 open reading frame 6 AI064690 0 0.0336 0 224225 s a
217 ets variant gene 7 (TEL2 oncogene) AF218365 0 0.0335 0
218
AFFX-
AFFX-
HUMISGF3 signal transducer and activator of transcription 1 , 219 HUMISGF3A/M 0 0.033 0
A/M97935_ 9IkDa 97935 3
3 at
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by remo"dng male control samples from all disease and healthy control groups. R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
235256_s_a
220 galactose mutarotase (aldose 1-epimerase) BE788984 0 0.0328 0 t
S! 221 241916_at Phospholipid scramblase 1 AI984040 0 0.0322 0 212185 x a
222 metallothionein 2A NM 005953 0 0.0314 0
tumor necrosis factor (ligand) superfamily, member 10
202687_s_a
223 /// tumor necrosis factor (ligand) superfamily, member U57059 0.0312 0
10
224 225415_at deltex 3-like (Drosophila) AA577672 0 0.0311 0
225 230866_at BE549540 0 0.0297 0
218429_s_a
226 hypothetical protein FLJl 1286 NMJU8381 0 0.0296 0
227 209593_s_a torsin family 1 , member B (torsin B) AF317129 0 0.029 0
Table 17: List of "277 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k t
206025_s_a 228 tumor necrosis factor, alpha-induced protein 6 AWl 88198 0.0272 0
S t
202307_s_a transporter 1, ATP-binding cassette, sub-family B
229 NM 000593 0.0264 t (MDR/TAP)
211282_x_a tumor necrosis factor receptor superfamily, member
230 U94506 0 -( t 25
206332 s a
231 interferon, gamma-inducible protein 16 NM_005531 0 0.0262 0 t
232 214032_at zeta-chain (TCR) associated protein kinase 7OkDa AI817942 0 0 0 213293 s a
233 tripartite motif-containing 22 AA083478 0 0.0254 0
234 201649_at ubiquitin-conjugating enzyme E2L 6 NM 004223 0 0.0237 0
Table 17: List of 211 genes of Example 7, wMch is a gene list collected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
0
RRSl ribosome biogenesis regulator homolog (S.
237 227807_at Poly (ADP-ribose) polymerase family, member 9 AI738416 0 0.0215 0
238 202863_at nuclear antigen SpIOO NM_003113 0 0.0204 0
N-ethylmaleimide-sensitive factor attachment protein,
239 20875 l_at BCOOl 165 0 0.0197 0 alpha
240 225897_at Myristoylated alanine-rich protein kinase C substrate AI709406 0 0.0197 0
222986_s_a
241 scotin BC001463 0 0.0193 0 t
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender Has by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs
N score score score score k
242 226925_at acid phosphatase-like 2 AW069729 0 0 0 0.0192
222920 s a
243 ~ KIAA0748 gene product BG231515 0 0 0 -0 017S
244 209486_at disrupter of silencing 10 BC004546 0 0 0 -(
245 200923_at lectin, galactoside-binding, soluble, 3 binding protein NM_005567 0 0.0166 0
20421 l_x_a
246 eukaryotic translation initiation factor 2-alpha kinase 2 NM_002759 0 0.0158 0 t
247 226548_at hypothetical protein LOCI 12868 AI935915 0 0 0
CD40 ligand (TNF superfamily, member 5, hyper-IgM
248 207892 at NM_000074 0 0 0 syndrome)
249 226905_at hypothetical protein MGC45871 BG036514 0 -0.0149 0
250 205898_at chemokine (C-X3-C motif) receptor 1 U20350 0 0 0
251 204848_x_a hemoglobin, gamma A /// hemoglobin, gamma A NM 000559 0.0137 0 0
Table 17: List of "277 genes of Example 7, wMch is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R ""
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
endoplasmic reticulum-golgi intermediate
-4 252 224576 at AK000752 0 0 0 -4
O compartment 32 kDa protein
211796_s_a 253 T cell receptor beta constant 1 AF043179 0 0 0 -(
UDP-N-acetyl-alpha-D-galactosamineipolypeptide N-
254 219013 at NM_022087 0 0 0 -( acetylgalactosaminyltransferase 11 (GaINAc-Tl 1)
255 236285_at Hypothetical protein BC009980 AI631846 0 0.0111 0
T cell receptor alpha locus /// T cell receptor alpha 209671_x_a
256 locus /// T cell receptor alpha constant /// T cell M12423 0 receptor alpha constant
204285_s_a
257 phorbol- 12-myristate- 13 -acetate-induced protein 1 AI857639 0.0103 0
Table 17: List of 277 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and , healthy control groups. \
I R
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
212486_s_a
258 FYN oncogene related to SRC, FGR, YES N20923 -0.0101 t
^ 215049 x a
259 CD163 antigen Z22969
260 225525_at KIAAl 671 protein AB051458 0 0 0
261 235157_at Poly (ADP-ribose) polymerase family, member 14 AW297731 0 0.0088 0 AFFX-
AFFX-
HUMISGF3 signal transducer and activator of transcription 1,
262 HUMISGF3A/M 0 0.0081 0
A/M97935_ 9IkDa
97935_5
5_at
263 235175_at guanylate binding protein 4 BG260886 0 0.0076 0
264 232563_at zinc finger protein 684 AW275016 0 0.0072 0
265 221345_at G protein-coupled receptor 43 NM 005306 0 0.0069 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
R
Healthy SLE WG
A RA
Affy ID Gene Title Ace.No. Donor WBCs WBCs N score score score score k
266 202746_at integral membrane protein 2A AL021786 0 0 0 -0.0061
267 38241_at butyrophilin, subfamily 3, member A3 U90548 0 0.0055 0 -0.0023
;j 208095 s a
M 268 signal recognition particle 72kDa NM 001222 0 -(
Tumor necrosis factor (ligand) superfamily, member
214329 x a
269 10 /// Tumor necrosis factor (ligand) superfamily, AW474434 0.0046 0 member 10 tumor necrosis factor (ligand) superfamily, member 10 270 202688_at /// tumor necrosis factor (ligand) superfamily, member NM_003810 0.0043
10
Signal transducer and activator of transcription 1,
271 232375 at AI539443 0 0.0028 0
9IkDa 272 235643_at chromosome 7 open reading frame 6 BE886225 0 0.0021 0
Table 17: List of 211 genes of Example 7, which is a gene list corrected for gender bias by removing male control samples from all disease and healthy control groups.
Healthy SLE WG
A RA
Affy ID Gene Title Ace. No. Donor WBCs WBCs N score score score score k
Likely ortholog of mouse acyl-Coenzyme A
273 239277 at AI559696 0 0.002 0 thioesterase 2, mitochondrial
-4 -4
W 229804_x_a COBW domain containing 1 /// COBW domain
274 AWl 69333 0 0.002 0 t containing 2 /// dopamine responsive protein
275 231769_at F-box protein 6 AF129536 0 0.0019 0
8.00E-
276 233072_at netrin G2 AI348745 0 0 04
204419_x_a hemoglobin, gamma A /// hemoglobin, gamma A ///
277 NM 000184 6.00E-04 0 0 t hemoglobin, gamma G /// hemoglobin, gamma G
Table 18: Increases expression of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN-iϊiduced" gene signature group (n=44) vs. the "Low IFN- ttiduced1" gene signature group (n=28) using a permutation Mann- Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
20241 l_at IFI27 NM_005532 0.002 22.81
204439_at IFI44L NM_006820 0.002 17.62
20241 l_at IFI27 NM_005532 0.002 17.58
213797_at RSAD2 AI337069 0.002 16.23
213797_at RSAD2 AI337069 0.002 15.58
204439_at IFI44L NM_006820 0.002 15.56
21921 l_at USP 18 NM_017414 0.002 13.18
214453_s_at IFI44 NM_006417 0.002 13.10
226702_at LOC 129607 AI742057 0.002 11.40
242625_at RSAD2 AWl 89843 0.002 9.86
218986_s_at FLJ20035 NM_017631 0.002 9.22
218400_at OAS3 NM_006187 0.002 9.03
214453_s_at IFI44 NM_006417 0.002 8.91
203153_at IFITl NMJ)01548 0.002 8.46
205483_s_at G1P2 NM_005101 0.002 8.30
202869_at OASl NM_016816 0.002 8.21
205483_s_at G1P2 NM_005101 0.002 8.14
204972_at OAS2 NM_016817 0.002 7.79
235276_at EPSTIl AA781795 0.002 7.65
218400_at OAS3 NM_006187 0.002 7.51
203153_at IFITl NM_001548 0.002 7.44
218400_at OAS3 NM_006187 0.002 7.25
239979_at EPSTIl BE645480 0.002 7.14
235276_at EPSTIl AA781795 0.002 7.04
228617 at HSXIAPAFl AA142842 0.002 6.93 Table 18: Increases expression of IFN-related genes correlates with increased SLB activity.
Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the '11,Gw IFN- induced" gene signature group (n=28) using a permutation Mann- Whitney test A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-vatae for the comparison and the fold change difference (High DFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
202145_at LY6E NM_002346 0.002 6.87
219863_at HERC5 NM_016323 0.002 6.64
21921 l_at USP 18 NM_017414 0.002 6.61
204972_at OAS2 NM_016817 0.002 6.18
235276_at EPSTIl AA781795 0.002 6.17
210797_s_at OASL AF063612 0.002 6.09
228617_at HSXIAPAFl AA142842 0.002 6.06
219684_at IFRG28 NM_022147 0.002 6.03
206133_at HSXIAPAFl NM_017523 0.002 5.97
219352_at HERC6 NM_017912 0.002 5.90
239979_at EPSTIl BE645480 0.002 5.85
202869_at OASl NM_016816 0.002 5.83
202145_at LY6E NM_002346 0.002 5.82
205552_s_at OASl NM_002534 0.002 5.73
219684_at IFRG28 NM_022147 0.002 5.62
203595_s_at IFIT5 N47725 0.002 5.49
44673_at SN N53555 0.002 5.41
218986_s_at FLJ20035 NM_017631 0.002 5.17
210797_s_at OASL AF063612 0.002 5.09
229450_at IFIT3 AI075407 0.002 4.93
242234_at HSXIAPAFl AI859280 0.002 4.87
204415_at G1P3 NM_022873 0.002 4.82
202086 at MXl NM 002462 0.002 4.79
226702_at LOC129607 AI742057 0.002 4.78
219863 at HERC5 NM 016323 0.002 4.54 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN-indoced" gene signature group (n=44) vs. the "Low IFN- induced" gene signature group (n=28) using a permutation Mann-Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-v&lue for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace. No4 p-value fold change
229450_at IFIT3 AI075407 0.002 4.54
235643_at C7orf6 BE886225 0.002 4.38
204747_at IFIT3 NMJ)Ol 549 0.002 4.35
222816_s_at ZCCHC2 BE676543 0.002 4.32
226603_at C7orf6 BE966604 0.002 4.30
235157_at PARP14 AW297731 0.002 4.28
202269_x_at GBPl BC002666 0.002 4.26
219684_at IFRG28 NM_022147 0.002 4.26
22853 l_at SAMD9 AA741307 0.002 4.25
206133_at HSXIAPAFl NMJH7523 0.002 4.24
217933_s_at LAP3 NM_015907 0.002 4.18
203596_s_at IFIT5 NM_012420 0.002 4.16
205552_s_at OASl NM_002534 0.002 4.07
209417_s_at IFI35 BC001356 0.002 4.04
210797_s_at OASL AF063612 0.002 4.03
233425_at ZCCHC2 AU147903 0.002 3.97
226603_at C7orf6 BE966604 0.002 3.90
235157__at PARP14 AW297731 0.002 3.87
222154_s_at DNAPTP6 AK002064 0.002 3.85
202086_at MXl NM_002462 0.002 3.81
226757_at IFIT2 AA131041 0.002 3.81
222793_at DDX58 AK023661 0.002 3.78
231956_at KIAA1618 AA976354 0.002 3.74
203596 s at IFIT5 NM 012420 0.002 3.72 Table IS: Increases expression, of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN4nduced" gene signature group (n=44) vs. the "Low IFN- induced" gene signature group (&=28) using a permutation Mann- Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
219209_at IFIHl NM_022168 0.002 3.69
200986_at SERPINGl NM_000062 0.002 3.60
219209_at IFIHl NM_022168 0.002 3.55
230314_at — AWO 14557 0.002 3.51
24327 l_at C7orf6 AI064690 0.002 3.50
202430_s_at PLSCRl NM_021105 0.002 3.49
219364_at LGP2 NM_024119 0.002 3.44
210797_s_at OASL AF063612 0.002 3.40
226757_at IFIT2 AA131041 0.002 3.35
205098_at CCRl AI421071 0.002 3.29
217933_s_at LAP3 NM_015907 0.002 3.28
22593 l_s_at C17orf27 AI954660 0.002 3.26
230036_at C7orf6 BE669858 0.002 3.25
225636_at STAT2 H98105 0.002 3.23
218943_s_at DDX58 NMJH4314 0.002 3.21
202446_s_at PLSCRl AI825926 0.002 3.20
231769_at FBXO6 AF129536 0.002 3.19
233880_at C17orf27 AL161961 0.002 3.18
235643_at C7orf6 BE886225 0.002 3.17
211012_s_at PML BC000080 0.002 3.14
202270_at GBPl NM_002053 0.002 3.12
202446_s_at PLSCRl AI825926 0.002 3.12
220492_s_at OTOF NM_004802 0.002 3.11
205098_at CCRl AI421071 0.002 3.09
223501 at TNFSF 13B AW151360 0.002 3.06 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN-indueed" gene signature group (n=44) vs. the "Low IFN- induced" gene signature group (n=28) using a permutation Mann-Whitney test. A cutoff of p=0,05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
AffyID Symbol Ace. No. p-value fold change
24327 l_at C7orf6 AI064690 0.002 3.04
228230_at PRIC285 AL121829 0.002 3.03
222816_s_at ZCCHC2 BE676543 0.002 3.00
219691_at SAMD9 NM_017654 0.002 2.99
209417_s_at IFI35 BC001356 0.002 2.99
225929_s_at C17orf27 AA233374 0.002 2.99
22593 l_s_at C17orf27 AI954660 0.002 2.94
225929_s_at C17orf27 AA233374 0.002 2.93
222816_s_at ZCCHC2 BE676543 0.002 2.93
233425_at ZCCHC2 AU147903 0.002 2.91
213293_s_at TRIM22 AA083478 0.002 2.89
22470 l_at PARP14 AA056548 0.002 2.88
242234_at HSXIAPAFl AI859280 0.002 2.87
241916_at PLSCRl AI984040 0.002 2.84
22853 l_at SAMD9 AA741307 0.002 2.83
205099_s_at CCRl NM_001295 0.002 2.81
213294_at FLJ38348 AV755522 0.002 2.78
202270_at GBPl NM_002053 0.002 2.76
218429_s_at FLJl 1286 NM_018381 0.002 2.76
218943_s_at DDX58 NM_014314 0.002 2.71
218943_s_at DDX58 NM_014314 0.002 2.70
213293_s_at TRIM22 AA083478 0.002 2.69
231577_s_at GBPl AW014593 0.002 2.67
22350 l_at TNFSF13B AW151360 0.002 2.66
205099 s at CCRl NM 001295 0.002 2.65 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity. Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the "Low IFN- iridueed" gene signature group (n=28) using a permutation Mann-Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
AffyID Symbol Ace. No. p-value fold change
223220_s_at PARP9 AF307338 0.002 2.63
218543_s_at ZC3HDC1 NM_022750 0.002 2.62
225636_at STAT2 H98105 0.002 2.62
24296 l_x_at DDX58 AI304317 0.002 2.61
202430_s_at PLSCRl NM_021105 0.002 2.61
202864_s_at SPlOO NM_003113 0.002 2.59
228439_at MGC20410 AW083820 0.002 2.57
2042 l l_x jit EIF2AK2 NM_002759 0.002 2.56
242625_at RSAD2 AWl 89843 0.002 2.54
218085_at CHMP5 NM_015961 0.002 2.53
200923_at LGALS3BP NM_005567 0.002 2.53
204211_x_at EIF2AK2 NM_002759 0.002 2.50
22470 l_at PARP 14 AA056548 0.002 2.48
235276_at EPSTIl AA781795 0.002 2.47
208436_s_at IRF7 NM_004030 0.002 2.45
228152_s_at FLJ31033 AK023743 0.002 2.44
226117_at TIFA AAl 95074 0.002 2.43
222816_s_at ZCCHC2 BE676543 0.002 2.41
219352_at HERC6 NM_017912 0.002 2.40
230036_at C7orf6 BE669858 0.002 2.39
209546_s_at APOLl AF323540 0.002 2.37
232222_at C18orf49 AK000229 0.002 2.35
230405_at LOC441109 AI143416 0.002 2.35
228607_at OAS2 AI651594 0.002 2.34
238581_at GBP5 BG271923 0.004 2.33
228304 at BE674118 0.002 2.33 Table 18: Increases expression, of IFN-related genes correlates with increased SLE activity. Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the **Low IFN- indueed" gene signature group (n=28) using a permutation Mann- Whitney test. A cutoff of p^O.OS or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high ΪFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-vatae for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace, No, p-value fold change
202864_s_at SPlOO NM_003113 0.002 2.32
223434_at GBP3 AL136680 0.002 2.31
202687_s_at TNFSFlO U57059 0.002 2.31
226117_at TIFA AA195074 0.002 2.31
209593_s_at TORlB AF317129 0.002 2.29
211967_at PORIMIN BG538627 0.002 2.28
228230_at PRIC285 AL121829 0.002 2.26
202837_at FLN29 NM_006700 0.002 2.25
225415_at DTX3L AA577672 0.002 2.25
202269_x_at GBPl BC002666 0.004 2.24
201641_at BST2 NM_004335 0.002 2.23
212380_at KIAA0082 D43949 0.002 2.21
235276_at EPSTIl AA781795 0.002 2.20
223952_x_at DHRS9 AF240698 0.004 2.20
23858 l_at GBP5 BG271923 0.002 2.20
241916_at PLSCRl AI984040 0.002 2.19
211967_at PORIMIN BG538627 0.002 2.19
231956_at KIAA1618 AA976354 0.002 2.18
223220_s_at PARP9 AF307338 0.002 2.15
205875_s_at TREXl NM_016381 0.002 2.14
232787_at PRIC285 AK023724 0.002 2.13
211367_s_at CASPl U13699 0.002 2.12
219519_s_at SN NM_023068 0.004 2.12
218085_at CHMP5 NM_015961 0.002 2.11
227458 at PDCDlLGl AI608902 0.002 2.10 Table 18: Increases expression of IFN-reϊated genes correlates with increased SLE activity.
Samples comprised the "High. IFN-induced" gene signature group (n=44) vs. the "Low IFN- taduced" gene signature group (n=28) using a permutation Mann- Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
200986_at SERPINGl NM_000062 0.002 2.08
53720_at FLJl 1286 AI862559 0.002 2.07
212285_s_at AGRN AW008051 0.002 2.06
206026_s_at TNFAIP6 NM_007115 0.012 2.06
222986_s_at SCOTIN BCOO 1463 0.002 2.04
232222_at C18orf49 AK000229 0.002 2.03
229194_at PCGF5 AL045882 0.002 2.02
212185_x_at MT2A NM_005953 0.002 2.02
223952_x_at DHRS9 AF240698 0.002 2.01
209762_x_at SPI lO AF280094 0.002 2.01
206026_s_at TNFAIP6 NM_007115 0.008 2.00
223298_s_at NT5C3 AF312735 0.002 1.99
225973_at TAP2 AA573502 0.002 1.98
212380_at KIAA0082 D43949 0.002 1.98
225973_at TAP2 AA573502 0.002 1.98
203148_s_at TRIM14 NM_014788 0.002 1.97
242907_at GBP2 BF509371 0.002 1.97
211012_s_at PML BC000080 0.002 1.96
218943_s_at DDX58 NM_014314 0.002 1.95
201649_at UBE2L6 NM_004223 0.002 1.92
214329_x_at TNFSFlO AW474434 0.002 1.91
232375_at STATl AI539443 0.002 1.91
203595_s_at IFIT5 N47725 0.002 1.91
206332_s_at IFI16 NM_005531 0.002 1.90
226326 at PCGF5 AI798098 0.002 1.90 Table 18: Increases expression of IFN-related genes correlates with increased. SLE activity. Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the "Low IFN- induced" gene signature group using a permutation Mann- Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison, and the fold change difference (High IFN relative to Low DFN group).
Affy ID Symbol Ace. No. p-value fold change
208436_s_at IRF7 NM_004030 0.002 1.90
225710_at H99792 0.004 1.89
228152_s_at FLJ31033 AK023743 0.002 1.89
220998_s_at UNC93B1 NM_030930 0.002 1.89
209593_s_at TORlB AF317129 0.002 1.89
211367_s_at CASPl U13699 0.002 1.89
235256_s_at GALM BE788984 0.002 1.89
201202_at PCNA NM_002592 0.002 1.88
202863_at SPlOO NM_003113 0.002 1.88
219799_s_at DHRS9 NM_005771 0.002 1.87
222154_s_at DNAPTP6 AK002064 0.002 1.87
229625_at GBP5 BG545653 0.002 1.87
204994_at MX2 NM_002463 0.002 1.86
224009_x_at DHRS9 AF240697 0.002 1.84
224225_s_at ETV7 AF218365 0.002 1.84
203596_s_at IFIT5 NM_012420 0.002 1.84
208966_x_at IFI16 AF208043 0.002 1.84
38241_at BTN3A3 U90548 0.002 1.82
222986_s_at SCOTIN BC001463 0.002 1.81
210705_s_at TRIM5 AF220028 0.002 1.81
231577_s_at GBPl AWO 14593 0.002 1.81
206332_s_at IFI16 NM_OO5531 0.002 1.80
217502_at IFIT2 BE888744 0.002 1.80
204286_s_at PMAIPl NM_021127 0.002 1.80
201649 at UBE2L6 NM 004223 0.002 1.79 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the "Low IFN- ittduced*' gene signature group (n=28) using a permutation Mann- Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-mduced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-vatae for the comparison and the fold change difference (High IFN relative to Low IFN group).
AffyID Symbol Ace. No. p-value fold change
212657_s_at ILlRN U65590 0.002 1.78
228230_at PRIC285 AL121829 0.002 1.78
206025_s_at TNFAIP6 AW188198 0.002 1.77
225897_at MARCKS AI709406 0.01 1.77
202863_at SPlOO NM_003113 0.002 1.77
208966_x_at IFI 16 AF208043 0.002 1.76
219356_s_at CHMP5 NM_016410 0.002 1.76
221827_at C20orfl8 BE788439 0.002 1.76
20309 l_at FUBPl NM_003902 0.002 1.76
209762_x_at SPI lO AF280094 0.002 1.76
20482 l_at BTN3A3 NM_006994 0.002 1.76
225415_at DTX3L AA577672 0.002 1.75
206026_s_at TNFAIP6 NM_007115 0.002 1.74
219799_s_at DHRS9 NM_005771 0.002 1.74
242020_s_at ZBPl AI925506 0.002 1.74
239277_at ACATE2 AI559696 0.004 1.73
20524 l_at SCO2 NM_005138 0.002 1.73
20524 l_at SCO2 NM_OO5138 0.002 1.72
225710_at — H99792 0.006 1.71
208965_s_at IFI 16 BG256677 0.002 1.70
240718_at CASCl AW303384 0.004 1.70
208581_x_at MTlX NM_005952 0.002 1.70
204470_at CXCLl NM_001511 0.002 1.70
214059_at IFI44 BE049439 0.006 1.70
232034 at LOC203274 ALl 17607 0.002 1.69 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN-induced" gene signature group (n~44) vs. the "Low IFN- iiiduced'* gene signature group (n=28) using a permutation Mam-Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-vatae for the comparison and the fold change difference (High IFN relative to Low IEN group).
Affy ID Symbol Ace. No. p- value fold change
223298_s_at NT5C3 AF312735 0.002 1.69
229194_at PCGF5 AL045882 0.004 1.69
223502_s_at TNFSF13B AF134715 0.002 1.69
223502_s_at TNFSF13B AF134715 0.002 1.68
224225_s_at ETV7 AF218365 0.006 1.68
204286_s_at PMAIPl NM_021127 0.008 1.68
218543_s_at ZC3HDC1 NM_022750 0.002 1.68
203148_s_at TRIM14 NM_014788 0.002 1.68
227807_at PARP9 AI738416 0.002 1.67
202307_s_at TAPl NM_000593 0.002 1.67
206553_at OAS2 NM_002535 0.002 1.67
234344_at RAP2C AF093744 0.012 1.67
226459_at PIK3AP1 AW575754 0.002 1.66
225897_at MARCKS AI709406 0.006 1.66
202687_s_at TNFSFlO U57059 0.002 1.65
207777_s_at SP140 NM_007237 0.002 1.65
204286_s_at PMAIPl NM_021127 0.002 1.65
223298_s_at NT5C3 AF312735 0.008 1.65
218429_s_at FLJl 1286 NM_018381 0.002 1.64
227458_at PDCDlLGl AI608902 0.022 1.64
202307_s_at TAPl NM_000593 0.002 1.64
207777_s_at SP140 NM_007237 0.002 1.63
201202_at PCNA NM_002592 0.008 1.62
202688_at TNFSFlO NM_003810 0.002 1.62 201641 at BST2 NM 004335 0.002 1.61 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity. Samples comprised the "High IFN-induced" gene signature group (»=44) vs. the "Low IFN- indueed'* gene signature group (n=28) using a permutation Mann- Whitney test, A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were HP/HIGHER in the high IFN-imduced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High DFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
219356_s_at CHMP5 NM_016410 0.002 1.61 212657_s_at ILlRN U65590 0.002 1.60 202863_at SPlOO NMJXBl 13 0.002 1.60
202688_at TNFSFlO NM_003810 0.008 1.60
23506 l_at PPMlK AV706522 0.002 1.59
20482 l_at BTN3A3 NM_006994 0.002 1.59
204698_at ISG20 ' NM_002201 0.002 1.59
21451 l_x_at FCGRlA L03419 0.044 1.57
205569_at LAMP3 NMJH4398 0.004 1.57
223298_s_at NT5C3 AF312735 0.002 1.56
209762_x_at SPI lO AF280094 0.002 1.56
206553_at OAS2 NM_002535 0.002 1.56
226459_at PIK3AP1 AW575754 0.002 1.56
204326_x_at MTlX NM_002450 0.004 1.56
211012_s_at PML BC000080 0.002 1.55
231747_at CYSLTRl NM_006639 0.002 1.55
226459_at PIK3AP1 AW575754 0.036 1.55
230405_at LOC441109 AI143416 0.002 1.55
231182_at WASPIP BF446719 0.016 1.53
204285_s_at PMAIPl AI857639 0.002 1.53
239277_at ACATE2 AI559696 0.004 1.53
204698_at ISG20 NM_002201 0.002 1.53
220998_s_at UNC93B1 NM_030930 0.002 1.53
38241_at BTN3A3 U90548 0.004 1.52
232375 at STATl AI539443 0.002 1.52 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity. Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the "Low IFN- induced" gene signature group (n=28) using a permutation Mam-WMtaβy test, A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER, in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
221345_at GPR43 NM_005306 0.018 1.51
204747_at IFIT3 NM_001549 0.002 1.51
202863_at SPlOO NMJXBl 13 0.004 1.51
209498_at CEACAMl X16354 0.05 1.51
205003_at DOCK4 NMJ) 14705 0.024 1.50
223434_at GBP3 AL136680 0.002 1.50
242907_at GBP2 BF509371 0.014 1.49
219691_at SAMD9 NMJ) 17654 0.002 1.49
216565_x_at LOC391020 AL121994 0.008 1.49
20875 l_at NAPA BCOOl 165 0.048 1.48
222498_at AZI2 AI809206 0.044 1.48
235106_at MAML2 AW847318 0.022 1.48
236285_at MGC16635 AI631846 0.002 1.48
216565_x_at LOC391020 AL121994 0.002 1.47
201585_s_at SFPQ BG035151 0.02 1.46
22529 l_at PNPTl AI967971 0.002 1.46
230866_at CYSLTRl BE549540 0.006 1.45
211506_s_at IL8 AF043337 0.006 1.45
22529 l_at PNPTl AI967971 0.004 1.45
241916_at PLSCRl AI984040 0.018 1.44
224589_at — BF223193 0.038 1.44
227807_at PARP9 AI738416 0.024 1.43
215221_at FOXPl AK025064 0.026 1.42
201545 s at PABPNl NM 004643 0.032 1.41 Table 18: Increases expression of IFN-rekted genes correlates with increased SLE activity.
Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the "Low IFN- induced" gene signature group (m=28) using a permutation Maim- Whitney test A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high TFN-mdueed gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
AffyID Symbol Ace. No. p-value fold change
235256_s_at GALM BE788984 0.006 1.41
225076_s_at KIAA1404 AAl 50460 0.002 1.40
232563_at ZNF684 AW275016 0.03 1.40
218618_s_at FNDC3B NM_022763 0.048 1.40
226326_at PCGF5 AI798098 0.026 1.40
202659_at PSMBlO NM_002801 0.002 1.39
242020_s_at ZBPl AI925506 0.002 1.39
202837_at FLN29 NMJ3O6700 0.002 1.39
225466_at FLJ36874 BG291961 0.026 1.39
209498_at CEACAMl X16354 0.002 1.38
217502_at IFIT2 BE888744 0.006 1.37
225076_s_at KIAA1404 AAl 50460 0.038 1.36
229625_at GBP5 BG545653 0.014 1.34
242020_s_at ZBPl AI925506 0.018 1.33
225076_s_at KIAA1404 AAl 50460 0.002 1.32
227347_x_at HES4 NM_021170 0.006 1.32
242020_s_at ZBPl AI925506 0.018 1.31
211068_x_at FAM21C BC006456 0.02 1.31
211012_s_at PML BC000080 0.006 1.31
201470_at GSTOl NM_004832 0.002 1.30
207157_s_at GNG5 NM_005274 0.002 1.30
221345_at GPR43 NM_OO5306 0.04 1.30
227354_at FLJ37858 BF589359 0.016 1.30
225076_s_at KIAA1404 AAl 50460 0.002 1.30
202243 s at PSMB4 NM 002796 0.026 1.30 Table 18: Increases expression of IFN-rekted genes correlates with increased SLE activity.
Samples comprised the "High IFN-induced" gene signature group (n=44) vs. the "Low IFN- induced*' gene signature group (n=28) using a permutation Mann- Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-value for the comparison and the fold change difference (High IFN relative to Low IFN group).
Affy ID Symbol Ace. No. p-value fold change
230645_at FRMD3 BFl 10588 0.032 1.29
223599_at TRIM6 AF220030 0.014 1.28
232034_at LOC203274 ALl 17607 0.002 1.27
233880_at C17orf27 AL161961 0.03 1.26
201930_at MCM6 NM_005915 0.046 1.26
23359 l_at — AK026751 0.01 1.26
202659_at PSMBlO NM_002801 0.038 1.24
225506_at KIAA1468 AA523958 0.02 1.23
201470_at GSTOl NM_004832 0.024 1.23
204170_s_at CKS2 NM_001827 0.02 1.23
209684_at RTN2 AL136924 0.02 1.22
20858 l_x_at MTlX NM_005952 0.018 1.21
223849_s_at MOVlO BC002548 0.042 1.21
244398_x_at ZNF684 BE328243 0.008 1.20
202874_s_at ATP6V1C1 NM_001695 0.022 1.20
22529 l_at PNPTl AI967971 0.038 1.20
224358_s_at MS4A7 AF237916 0.012 1.20
204285_s_at PMAIPl AI857639 0.044 1.18
235175_at GBP4 BG260886 0.034 1.17
202343_x_at COX5B NMJ)01862 0.006 1.16
202343_x_at COX5B NM_001862 0.022 1.15
213735_s_at COX5B AI557312 0.028 1.15
232563_at ZNF684 AW275016 0.01 1.15
222036_s_at MCM4 AI859865 0.05 1.14
90610 at LRCH4 AI654857 0.026 1.12 Table 18: Increases expression of IFN-related genes correlates with increased SLE activity.
Samples comprised the "High IFN-indueed" gene signature group (n=44) vs. the "Low IEN- iaduced*' gene signature group (n~28) using a permutation Mam-Whitney test. A cutoff of p=0.05 or less was used to indicate significant differences. The table only lists the probes that were UP/HIGHER in the high IFN-induced gene group. There were 376 probes identified, from the set of 659 probes, which corresponds to 208 genes. The table lists the p-vatae for the comparison and the fold change difference (High IFN relative to Low IFN group).
AfTy ID Symbol Ace. No. * p-value fold change
230314_at — AW014557 0.038 1.11
215338 s at NKTR AI688640 0.002 1.00
EXAMPLE 1 - GENE SELECTION
[00182] Expression of about 22,657 genes and fragments were measured in white blood cell samples from patients suffering from various autoimmune diseases including SLE, Wegener's Granulomatosus, Rheumatoid Arthritis, and Inflammatory Bowel Disease (Crohn's and Ulcerative Colitis); and healthy individuals; and filtered (fold- change > 1.8 and p-value < 0.01). The resulting gene set consisted of about 1645 genes and fragments. The expression values were converted into log values with a floor value of 0, and exported into Avadis 2.0 software for hierarchical clustering. From the clustering, it was noted that one core group of 147 genes were very highly upregulated in SLE patients only. These highly upregulated gene set is shown in Table 1. The hierachical clustering of different samples or a "heat map" was drawn from the analysis. The 147 genes were shown to be highly expressed in all SLE patients (red in the heat map) whereas in non-SLE patients the same genes were expressed at very low level (green in the heat map).
EXAMPLE 2 - EXPRESSION LEVELS AND SLEDAI SCORES CORRELATION
[00183] The expression of the 147 genes was also determined for SLE samples only. The data were then downloaded into the Avadis program for hierarchical clustering. The expression of the genes were separated into two major groups. One group had higher levels of gene expression and associated with a higher SLEDAI scores of ~7.1. The other group had lower levels of expression and associated with a much lower SLEDAI score of
-2.4.
EXAMPLE 3 - IMMUNE CELLS ACTIVATION
[00184] To determine the cell types of the immune system that express the gene set of Table 1, the gene set was used to query all of the cellular biology experiments in the Gene Logic database. It was determined that immune cells that were activated by various means for longer periods of time upregulated practically all of the genes of Table 1. This included 1) CD4+ T-lymphocytes activated with anti-CD3/anti-CD28 or anti- CD3/ICAM1 for 24 hours or 72 hours; 2) Monocytes activated with lipopolysaccharide for 8 hours; or 3) Neutrophils activated with Escherichia coli for 2 hours. We produced a heatmap of the gene expression. 12 samples in the center of the heat map correspond to CD4+ T-lymphocyte activated with anti-CD3/anti-CD28 or anti-CD3/ICAMl for 24 hours or 72 hours. We also noted that stimulation of CD4+ T-lymphocyte for shorter time periods of 2 or 4 hours resulted in no upregulation.
EXAMPLE 4 - DRUG INDUCED SLE
[00185] The gene set of Table 1 was characterized by examining the expression on rheumatoid arthritic patients before and after Remicade treatment. It is known that therapies which block TNF have, in rare cases, resulted in the development of systemic lupus erythematosus (drug induced SLE). More commonly, these patients developed autoantibodies called anti-nuclear antibodies. Applicant has discovered that the gene set of Table 1 is also upregulated in patients treated with drugs known to induce autoantibody expression and some cases SLE. We also constructed a heat map showing the gene set of Table 1 being upregulated in many patients after treatment with Remicade.
EXAMPLE 5 - ACCURACY OF THE GENE SET IN DIAGNOSING SLE
[00186] A Cluster Distribution of the input white blood cell populations consisting of a total of 123 samples in which 52 had been clinically diagnosed as SLE and the remaining 71 consisted of non-SLE samples. The non-SLE samples includes white blood cells from healthy donors, rheumatoid arthritis donors, Wegener's Granulomatosus donors and inflammatory bowel disease donors. Table 2 depicts the cluster distribution.
[00187] AU the 147 genes were used to determine the accuracy of the gene set in determining the accuracy of the gene set in diagnosing lupus. Table 3 shows the ability of all 147 fragments as a whole to distinguish between SLE and non-SLE samples.
[00188] The gene set is about accurate in correctly identifying SLE. Table 3 shows that there is about a 2% false negative rate and about a 2.8% false positive rate.
EXAMPLE 6 - THE ABILITY OF INDIVIDUAL GENE TO DIAGNOSE SLE
[00189] Table 4 gives the results of a Fisher's standardized discriminant function coefficients for a subset of the gene set of Table 1. The standardized discriminant function coefficients may be treated as Beta weights in a multiple regression predicting D from z scores on the X's, D1 = /J1Z1 + P2Z2 + ... + βpZp . These coefficients reflect the contribution of one gene in the context of the other genes in the model. High standardized coefficient such as those reported in Table 4, means that the groups do differ a great deal based on that gene expression data. Each single gene in this group has the ability to distinguish between SLE and Non-SLE samples with 100% accuracy as shown in Table 5.
[00190] Table 5 clearly shows that any individual sequence from Table 4 is able to distinguish between SLE and Non-SLE samples with about 100% accuracy. Accordingly, the use of, or a device, or a composition including at least one individual sequence from Table 4 are considered to be preferred embodiments of the invention. The sequences of Table 1 that are not included in Table 4 can also distinguish between SLE and Non-SLE, however, at a lower accuracy than 100%. Detecting more than one, preferably at least 2, 3, 4, 5, 6, 7, 8, 9, 10, 11, 12, 13, 14, 15, 16, 17, 18, 19, 20, or more of these sequences can improve the accuracy of the assay.
EXAMPLE 7-SLE ANCA(WG) EXPRESSION PROFILES [00191] Patients : Patients were identified at University of North Carolina, Chapel Hill, hospitals and specialty clinics and enrolled into the study. Healthy volunteer samples were enrolled from both UNC laboratory and Gene Logic facilities. The study was reviewed and approved by the UNC IRB committee and informed consent was obtained from all patients. Study participant demographic information including age, ethnicity, gender, and disease activity as measured either by the Birmingham Vasculitis Activity Score (BVAS) (16) for ANCA patients or SLE Disease Activity Index (SLEDAI) (17) and the BILAG for SLE patients, are summarized in Table 9.
[00192] Patient Blood Sample Preparation: Blood was collected into EDTA containing tubes and red blood cells lysed using a hypotonic solution treatment as previously detailed (18). Isolated total leukocytes were lysed immediately in RNA STAT-60 (TeI- TestB, Friendswood, TX) and RNA was extracted as previously described (19). Contaminating DNA was removed by DNAse treatment and re-purification using RNAEasy Mini Kit (Qiagen, Valencia, CA). RNA quality was spectrophotometrically determined by OD 260/280 nm ratios and by visual inspection of the 28S and 18S ribosomal RNA integrity following agarose gel separation and Sybr Gold staining (Molecular Probes, Eugene OR).
[00193] Sample RNA Processing, Quality Control and Normalization: RNA samples were processed and hybridized to the Ul 33 Genechips A and B (Affymetrix, Santa Clara, CA) exactly as suggested by the manufacturer. Overall chip intensities were standardized and the expression levels of individual genes determined using Affymetrix MAS 5.0 algorithms. Briefly, a scaling factor was determined by comparing the global trimmed mean signal intensity value for each chip to an arbitrary constant of 100. To normalize each array, the signal intensity values on the array were multiplied by this scaling factor.
[00194] Kidney Biopsy Samples: For renal biopsies, archival samples were obtained from residual snap frozen diagnostic renal biopsy specimens stored at -800C. The use and study of the archival tissues were reviewed and approved by the UNC IRB. Only biopsies containing approximately 10-15 glomeruli per section as observed by microscopic examination were chosen for further processing and RNA isolation. RNA was isolated from these samples and recovery was low (<1.0 microgram). The RNA was therefore, subjected to microsample two cycle target-labeling (Affymetrix, Santa Clara, CA).
[00195] Analysis and Patient Sample Microarray Data Parameters: Raw data was initially analyzed using Genesis 2.0 (Gene Logic). The integrity and reliability of the samples and data was validated by examining the 573' expression ratios of the beta-actin and GAPDH probes on each array. AU samples had beta-actin and GAPDH 573' ratios greater than 0.78 or 0.84 respectively. Initially, a separate gene set was identified for each patient population sample set. A gene was included if it was determined to be expressed [noted by a present call calculated by the Affymetrix MAS 5.0 algorithm] in > 10% of the samples in the set and the average expression intensity value was >50. This set of genes was analyzed over the entire sample set and a correlation matrix was plotted. Samples within the same patient population set were generally found to have a Pearson coefficient >0.85.
[00196] The expressed gene set for each patient population was merged and used for relative expression analysis. A cross comparison of all sample sets was performed and genes were considered differentially expressed between the groups if the fold-change difference was >1.8 and the p- value, as determined by a Welch's t-test, was ≤O.Ol. Further analysis of the expression data including principal component analysis, regression analysis, and ANOVA was performed using the AVADIS Prophetic software (Strand Genomics, Bangalore, INDIA).
[00197] For cluster analysis, data was log transformed and then subjected to mean centering and normalization using the Eisen Cluster software (20). Hierarchical clustering was performed using either the Cluster method of Eisen (20) based upon average linkage clustering and uncentered correlation or by using the Avadis Prophetic software (Strand Genomics, Bangalore, INDIA). Clusters were visualized using the program Treeview (20). For identification of unique genes with each cluster, Affymetrix® gene fragment names for the SLE, ANCA and healthy volunteer groups were exported from Treeview, imported into Genesis 2.0, and unique genes identified by comparison of gene names. [00198] Over-represented functional gene ontology classes within each cluster were identified by analysis of the unique genes in each signature using EASE version 2.0 (http://david.niaid.nih.gov/david/ease.htm) based upon the Gene Ontology groupings for cellular components, biologic processes and molecular functions. Over-represented classes were identified based upon an EASE score <0.001.
[00199] Sample Classification Using Gene Expression Profiles: The method of nearest shrunken centroids, implemented in the Prediction Analysis of Microarrays (PAM) software, was used to identify and evaluate the most promising group of classifier genes for each of the sample groups (20B). This method was recently applied successfully to identify expressed gene signatures for the prognosis of patients with acute myeloid leukemia (2OC, 20D).
[00200] Briefly, the centroid for each of the classes was computed using the corresponding gene expression measurements in Iog2 scale. The class centroid of a gene is defined as its average level of gene expression in the class; and the overall centroid corresponds to the average level of gene expression across all samples in the data set(20B). Using a combination of centroid shrinkage (i.e., moving the class centroids to the overall centroid for all classes by a specified threshold value) and cross-validation, an optimal set of genes for discriminating between the classes is identified. The shrunken centroid score for a gene is reflective of the difference between the class and overall centroid; and the larger the relative absolute value, the greater the discriminatory power. Please refer to Tibshirani et al., (2002) for the mathematical derivation of the shrunken centroid score (20B).
[00201] PAM employs a 10-fold cross validation strategy on the sample set to determine the rate of misclassification. In 10-fold cross validation, first -10% of the samples are randomly selected and removed from the sample set (~equal samples/group) and the remaining 90% of the samples are used to fit the classification model. The model is then evaluated on the samples that were removed to determine prediction accuracy. This process is repeated 10 times, such that each sample is used in both model fitting and as a test sample. The overall misclassification error is then computed from the entire cross validation process. [00202] PAM sequentially evaluates increasing levels of centroid shrinking. The cross-validated misclassification error rate at each threshold level is used to identify the best subset of genes for classification (i.e., the smallest gene set with the lowest misclassification error rate for all classes). Genes are eliminated from classification when the shrunken class centroid score reaches zero (i.e., the class and overall centroid are equal) for all classes, making the gene uninformative for classification. The subsequent shrunken centroids are used for classification according to the nearest centroid rules (i.e., a sample gene expression profile is compared to the centroids, and the class centroid it is closest to, in squared distance, is the predicted class) (20B).
[00203] The set of 1,645 genes identified as differentially expressed between each of the four classes (healthy, SLE, ANCA and RA) (n=153) was selected to identify the subset of genes that best discriminated between the four classes using cross-validation in the PAM v2.0 software. An independent test set was not used for this particular classification due to the limited number of samples from the non-SLE groups. As a consequence, splitting this data set into a reference and test set would result in an over fitted classification model that would perform poorly on an independent blinded sample set.
[00204] To identify and validate the gene set that best discriminated between the SLE and non-SLE (i.e., the healthy, ANCA and RA samples combined) patient samples, the set of 153 samples was split into two groups: a reference set for training the classification model and an independent test set for evaluating the classification model (20E). The reference set was comprised of 98 samples (healthy n=18, SLE n=52, RA n=13, ANCA n=15), obtained from 58 patients (healthy n=l 1, SLE n=22, RA n=13, ANCA n=12). The test set was comprised of an additional independent set of 55 samples (healthy n=10, SLE n=20, RA n=13, ANCA n=42). All replicate samples were contained within the reference set.
[00205] All signal intensity data was Iog2 transformed prior to performing any analysis. [00206] In vitro Experiments: In order to determine the expression pattern of the SLE and ANCA signature genes in immune cells we examined purified immune cell subsets activated under a variety of conditions and for a range of time periods. This was done by surveying the immune cell collection that is part of the Immunology and Inflammation DataSuite offered by Gene Logic. This is a database of gene expression data obtained from Affymetrix (Santa Clara, CA) microarray analysis. Cell samples were processed as described above and hybridized to the Affymetrix Ul 33 A and B GeneChips. Results from these microarray experiments were amassed in a searchable database.
[00207] CD4+ T-lymphocytes, CD 19+ B-lymphocytes, and CD 14+ monocytes were obtained by negative selection using magnetic activated cell sorting. The cell preparations were >85% pure based on staining and FACS analysis. CD4+ T- lymphocytes were stimulated for various time periods with: anti-CD3 antibody (Ab) and ICAMl, anti-CD3 Ab and anti-CD28 Ab, tetradecanoylphorbol 13-acetate (TPA) and ionomycin, or TPA and anti-CD3 Ab. CD 19+ B-lymphocytes were stimulated with immunoglobin G (IgG), Lipopolysaccharide (LPS), TPA and ionomycin, or IL4 and LPS. We also examined IgD+ and CD38+ cells isolated from germinal centers. CD 14+ monocytes were stimulated with LPS, E. coli Kl 2, or Borrelia bergdorferi. In addition, we screened macrophages and dendritic cells derived from monocytes in culture. Neutrophils were stimulated with G-CSF, LPS, E. coli Kl 2, Yersinia pestis, or Borrelia burgdorferi.
[00208] RESULTS - Peripheral Blood Leukocyte Expression Profiles: Twenty-six rheumatoid arthritis (RA), 22 WG (ANCA) and 42 systemic lupus erythematosis (lupus) patients were identified, enrolled and blood samples collected at UNC clinics. Samples from 29 healthy volunteer (HC) were collected from donors at local research facilities. For RA and HC, a single leukocyte samples were isolated from each donor while some ANCA and lupus patients donated multiple times, generating 26 and 72 total samples respectively (see Table 9). Our first concern was that the data analysis might be biased by differences in the cell type distribution (percentages of monocytes, neutrophils and lymphocytes in the total count) which may differ depending upon the disease and degree of clinical activity. To address this issue, we examined the distribution of the individual leukocyte cell types as measured in a differential blood cell count in the different disease groups. Principal component analysis of the percentage of each cell type in each disease set was performed and showed slight separation of the ANCA and SLE patient samples as a single group from healthy donor and RA samples, the ANCA and SLE samples could not be distinguished from one another.
[00209] Expression data for patient samples as detailed above was obtained from hybridization of the total leukocyte RNA samples to Affymetrix U133 chips A and B. Data was initially analyzed in the Gene Logic database to uncover genes with Present Calls that fulfilled our set of criteria defined in Material and Methods. This resulted in a final set of 1,645 gene fragments differentially expressed between the four groups (healthy, SLE, ANCA and RA).
[00210] Identification of a Gene Feature Set that Discriminates between Healthy, SLE, RA and ANCA patient samples: From the set of 1,645 genes, shown in Table 6, differentially expressed between the four classes, a subset of 279 genes was identified as the best set for discriminating between the four classes (Figure 2). A list of the 279 genes, along with the corresponding annotation and shrunken centroid scores for each class, is provided in Table 7. The shrunken centroid score is simply the average expression level for a gene in a specific class "shrunk" toward the overall centroid by a fixed amount as determined by the threshold value (20B). A centroid shrinkage threshold of 3.75 was selected to minimize both the total number of selected genes as well as the misclassification rate. The classification probabilities for each sample are indicated in Figure IB. No genes were identified that could provide significant discriminatory power to separate RA from the other three groups. Overall, excluding the RA samples, 83.5% (106 of 127) of the samples were correctly classified.
[00211] Similar results were obtained when samples from male donors were excluded from the analysis (excluding RA samples, the overall classification rate was 77.9% (74 of 95 samples) using 277 genes); or when both replicate samples from the same donor and male donors were excluded (excluding RA samples, the overall classification rate was 80.0% (48 of 60 samples) using 268 genes) (data not shown). The 277 and 268 genes were subsets of the 1645, and mostly, but not completely, overlapped with the 279 gene group.
[00212] Identification and Verification of a Gene Feature Set that Discriminates between SLE and the non-SLE patient samples: The SLE sample group was compared to a second group consisting of a combination of the remaining three non-SLE groups (healthy, ANCA and RA). In this comparison, the 153 samples were divided into two sets: a reference set for training the classification model (n=98) and an independent test set for evaluating the classification model (n=55).
[00213] The reference set was used to identify a subset of the 1 ,645 genes that best discriminated between the two groups. Using PAM, a set of 28 gene features (centroid shrinkage threshold=5.4) was identified that provided strong discriminating power: cross- validation of the reference set correctly classified 88.5% (46 of 52) and 91.3% (42 of 46) of the SLE and "other" non-SLE samples, respectively (Figure 2A). The 28 gene features are listed in Table 4 and are ranked according to the centroid score, which reflects the ability of the gene feature to discriminate between the SLE and non-SLE groups. All 28 genes were also found as part of the 279 gene signature identified for discrimination of SLE in the four group comparison.
[00214] Next, the ability of these genes to correctly classify the two groups was assessed on the set of independent test samples using PAM. This resulted in correctly classifying 80.0% (16 of 20) and 88.6% (31 of 35) of the SLE and other non-SLE test samples, respectively (Figure 2B). A gene feature set as small as six (threshold=6.73) was still able to significantly discriminate between the two groups: 85% of the SLE and 80% of the other test set samples were correctly classified. These six gene features are listed in Table 8, rank positions 1 to 6.
[00215] In addition, when all male samples were removed from both the reference (SLE n=52, Other n=22) and test sample (SLE n=20, Other n=20) sets, similar classification rates were observed: 89.2% (66 of 74) of the reference samples were correctly classified in cross-validation and 85% (34 of 40) of the test sample set was correctly classified (data not shown). [00216] Association of Expression Profile with Disease Severity: A previous study (9) showed that the interferon-induced gene signature characteristic of SLE was also associated with a tendency to develop CNS and/or renal involvement. In our cohort of 42 patients, we had a good sampling of patients who had various levels of severity of kidney disease as defined by the BILAG subscoring for renal severity. Using the SLE gene signature, we subjected the SLE samples alone to hierarchical clustering using the Random Walk method and Euclidean distance metric in the Avadis Prophetic software. We could define 3 separate patient clusters based on this gene expression. Cluster 1 had lower expression of the signature genes than those individuals in Cluster 3 (data not shown). We sought to determine whether there was any statistically significant correlation between gene expression of the three SLE patient clusters and clinical measurement of SLEDAI, BILAG or BILAG clinical subgroup scores. Using univariate analysis of all 72 samples from the 42 patients revealed a correlation between SLEDAI and expression of the SLE gene signature, but when multivariable analysis was performed correcting for age, race and multiple samplings from many of the individuals, the correlation with SLEDAI was lost. This resulted from the fact that many of the patients in our study who had multiple samples taken tended to have very active disease whose clinical activity did not attenuate over the sampling period. For patients with multiple samples, multiple analyses were performed in which the first, last or randomly selected sample for each individual was tested and all revealed no significant correlation between expression levels and SLEDAI or any BILAG subscoring (data not shown). Finally, using regression analysis (both Pearson Correlation Coefficient and Spearman's Coefficient of rank correlation), poor correlation was found between SLEDAI scoring and any individual gene's expression (rθ.38) although with elevated statistical significance. From these data we conclude that while the expression of the SLE signature significantly differentiates the SLE samples from all others, its utility as a predictor of disease activity in our patient population is limited. In addition, going back to the original 1645 differentially expressed gene set we did not see any genes that produced a correlation stronger than was observed with the SLE signature.
[00217] In contrast we evaluated the ANCA patients to determine whether there was a correlation with the entire gene set of 1645 differentially expressed gene set and BVAS. We found quite good correlation of gene expression with BVAS scoring in a subset of the genes. Using a Spearmans correlation coefficient of >0.60 and strong statistical significance, 101 gene fragments representing 95 different genes were identified. The top 33 with correlations > 0.66 are shown (Table 10A). This gene set were not among the best classifiers of ANCA samples. There were many genes which negatively correlated with BVAS scores. The top 61 are shown with scores ≥to -0.66 (Table 10B).
[00218] SLE Signature Gene Expression in Purified Immune Cells: In order to further examine and characterize the key SLE classification genes, we determined how and when these genes were expressed in immune cells from healthy individuals (Figure 3A). We examined expression patterns in CD4+ T-lymphocytes, in monocytes, neutrophils and in B-lymphocytes incubated in vitro over time with a range of cell-type specific stimulants. Expression data of the key SLE classification genes in the SLE signature were determined in the cell samples and then subjected to cluster analysis using the method of Eisen (20) and visualization was performed by using TreeView. Due to size constraints we have summarized the data below.
[00219] We saw little or no expression of the SLE classification genes in B- lymphocytes. We obtained CDl 9+ B-lymphocytes by negative or positive selection. CD 19+ cells obtained by negative selection were stimulated either with TPA with ionomycin for 0, 2, or 8 hr, with LPS alone for 0, 2, or 8 hr, LPS with IL-4 for 0, 3 days or 6 days or IgG for 0, 2, or 8 hr. It may be that the appropriate conditions for expression were not achieved in this survey.
[00220] T-lymphocytes may be activated in a number of ways and we chose to look at CD4+ cells that had been stimulated by the addition of anti-CD3 antibody (Ab) in combination with either anti-CD28 Ab or ICAMl for 0, 2, 8, 24, or 72 hours. We also examined CD4+ lymphocytes that had been stimulated with TPA and ionomycin for 0, 2, or 8 hours, or TPA and anti-CD3 Ab stimulation for 0, 2, or 8 hours. In addition, we examined CD4+ T-lymphocytes that were also CD25+ or of the ThI type or the Th2 type. Results are shown in Figure 3 A. Clearly, the vast majority of genes are tightly co- expressed and up-regulated in activated in immune cells. Figure 3B shows this region magnified and one can see that this gene set is very highly expressed in CD4+ T- lymphocytes undergoing long-term activation by anti-CD3 Ab in combination with either anti-CD28 Ab or in the presence of fixed ICAMl . High levels were not observed in the CD4+ samples that were stimulated for shorter time periods, even with such potent activators as TPA and ionomycin.
[00221] We also observed the expression of this gene set in monocytes. Again we see the same co-regulated genes up-regulated in the monocytes treated with lipopolysaccharide (LPS) for 8 hr (and to a lesser extent the 2 hr time point) as we did in the CD4+ T-lymphocytes treated for the extended period of time with anti-CD3 Ab in combination with either anti-CD28 Ab or ICAMl (Figure 3B). Interestingly, these genes are down regulated in either macrophages or dendritic cells derived from monocytes in culture. No significant expression was observed in neutrophils under any activation conditions which included incubation with LPS, E. coli, and G- or GM-CSF.
[00222] In summary, the SLE signature genes are coordinately induced in activated immune cells, specifically we observed greatest expression in CD4+ T-lymphocytes and in monocytes. Induction is not immediate but this might be explained by the delayed endogenous production of interferons. In the CD4+ experimental set, for example, we found that IFN-γ transcription reached its peak at 24 hours in sample sets treated with anti-CD3 Ab in combination with either anti-CD28 Ab or ICAMl protein (data not shown). The production of IFN-γ would be expected to stimulate the production of most of the genes in this signature. In addition, alpha-interferon is transcribed at earlier time points and the autologous stimulation by such interferons might also give rise to this profile.
[00223] ANCA Signature Gene Expression in individual leukocyte cell types: As noted earlier, we identified genes that were highly correlated with BVAS scores in ANCA patients. The genes that correlated with BVAS scoring, both positively and negatively were examined in the wide panel of in vitro activated immune cell types. A very different profile in activated immune cell sets was observed as compared with the SLE gene signature. We observe two major clusters of genes: those that are expressed predominantly in neutrophils and monocytes, and those that are expressed predominantly in T-lymphocytes and NK cells. The genes that are found highly expressed in the T- lymphocytes and NK cells are negatively correlated with BVAS scores. They predominantly encode T-cell receptors (T-cell receptor alpha, nuclear factor of activated T-cells calcineurin dependent, NFATC2) or are part of T-cell signaling (IL-2 inducible T- cell kinase, ITK). Also present were 2 fragments expressed at high levels in NK cells encoding Killer cell lectin-like receptor subfamily D, member 1 (KLRDl).
[00224] Leukocyte Gene Signature Expression in Renal Biopsies: One of the most common complications of both ANCA and SLE is the development of kidney disease. In SLE this is particularly prevalent in the African- American patients. We had determined that there was a clear gene expression signature correlated with SLE in the peripheral circulating immune cells and also a signature for ANCA that appeared to be shared by a portion of the SLE patient WBCs. Cells from the peripheral blood infiltrate into the kidney during the inflammatory process. We determined whether any of the genes in our initial gene set of 1645 were differentially expressed in kidney biopsies from patients with various types of glomerulonephritis. We obtained kidney biopsies from patients with ANCA glomerulonephritis or SLE glomerulonephritis and control samples from patients with either minimal change disease or no identifiable pathology.
[00225] We examined the expression of all of the 1,645 differentially expressed fragments across the kidney biopsy samples but filtered for a present call of > 50% in any sample set, a fold change >1.8 and ap value < 0.01. The expression of the remaining gene set was then analyzed using hierarchical clustering and visualization using TreeView. Results are given in Figure 4. We found again a core of 27 fragments that were part of the SLE signature in peripheral blood. Many of these genes were among the top SLE classifiers in Table 7 and included RSAD2/CIG5, Corf29, IFITl, IFIT3, GIP2 and LY6E. This similarity of gene expression in blood leukocytes and kidney tissue may be due to the infiltration of immune cells from the peripheral blood into the kidneys of these patients. Yet it is interesting that the SLE gene signature is maintained even though these immune cells have migrated out of the peripheral circulation into the kidney. This was also observed, albeit to a lesser extent, in the ANCA patient kidney samples. In this case a group of 20 fragments were expressed in ANCA biopsies but not in controls. At least 4 of these fragments corresponded to metallothionein genes and interestingly, as in peripheral blood samples, there were a subset of lupus biopsies that also had higher levels of expression of these metallothionein fragments. In fact, it is interesting to note that the genes that distinguish the ANCA kidney biopsies tend to be involved in metal metabolism and include the metallothionein fragments and lactotransferrin. Also found upregulated in the ANCA kidney was olfactomedin, an important ANCA classification gene.
[00226] DISCUSSION - In the past several years, microarray analysis has been utilized extensively in the field of cancer biology, specifically to classify tumors and to predict progression and therapeutic responsiveness (22). Less work has been done in the field of inflammatory diseases. We have utilized gene expression to identify specific patterns of gene expression in peripheral blood samples from patients with ANCA and SLE. No specific signature was observed in RA patient samples.
[00227] While we successfully uncovered distinctive gene signatures characteristic for ANCA and SLE, it is interesting to note that the WBCs from the RA patients did not produce a distinctive gene signature and tended to segregate with either the healthy donor population or in a few cases with either SLE or ANCA samples. Therefore, peripheral blood leukocytes gene expression data may not be the best method for distinguishing this population. Frequently, part of the problem lies in the fact that some of the most potent immune modulators, such as cytokines, chemokines and their receptors may be transcribed either transiently or at very low levels. Even in a database as extensive as Gene Logic's, transcripts encoding IL-2, IL-4 and IL-IO to name a few are exceedingly rare (less than 0.5% of the >12,000 samples, D. Barnes, personal observation.) Better results for RA classification may be obtained with the emerging field of proteomics.
[00228] We, like others investigators (7) (8) (9), found an interferon-inducible gene signature highly expressed in SLE patients. Some of the genes previously identified include PLSCRl, SERPINGl, OASL, MXl, G1P3, LGALS3BP, LY6E (9). However, we see a great many more genes that are known to be induced by type 1 interferons and this may be due to the differences in starting material between this work and those previously published. We utilized this gene set to examine kidney biopsy samples from SLE patients. Both ANCA and SLE patients often develop glomerulonephritis. Interestingly, we found that many of the genes that were diagnostic for SLE in peripheral blood were also elevated in the SLE kidney while the ANCA peripheral blood signature was not as highly represented in the kidney samples from the ANCA patients. The majority of interstitial mononuclear cells in lupus nephritis are CD4+ T-lymphocytes and monocytes/macrophages (23). These are precisely the cell types that we identified when we examined the SLE signature across a purified activated immune cell panel (Figure 3B). Interestingly, the peripheral blood signature might be maintained and expressed by these same cell types after they leave the periphery and migrate into the tissue.
[00229] SLE is a complex disease where activity and flare are hard to assess. Two widely accepted methods are the SLEDAI and the BILAG. The advantage of the BILAG scoring is that it can also be broken down into subcategories allowing the assessment of particular organ or system involvement. We utilized both of these instruments to assess the SLE patients in this study. In contrast to previously published work (8)(9), we did not observe a high degree of correlation between high gene signature expression and disease activity or organ involvement. It should be noted however, that the patients in this study were somewhat more diverse than in previous studies as there was a much larger African American population with greater renal involvement. Nevertheless, while the interferon- inducible genes clearly distinguish SLE from all other patient samples, the relationship between expression of this signature with either disease activity or specific organ system involvement could not be confirmed.
[00230] In the late 1980's, ANCA was shown to be separable into two serotypes and that one of these serotypes reacted with myeloperoxidase (MPO-ANCA) (27). The other major ANCA serotype reacts with proteinase 3 (PR3-ANCA) (27) (28) (29) (30). These autoantibodies are more than serologic markers because they participate in the pathogenesis of ANCA glomerulonephritis (31). ANCA can activate neutrophils and monocytes, resulting in the release of oxygen radicals and toxic granule constituents (14) (15). Here we define a set of genes that classify ANCA patients and a separate gene set that correlated with disease severity in ANCA patients as measured by BVAS. It is worth noting that both MPO and PR3 were identified as differentially expressed and are part of the original 1645 differentially expressed gene set. However, while PR3 is a key classifier of ANCA samples MPO is not (Table 7). Finally, the genes that are positively correlated with higher BVAS scores are found predominantly in neutrophils and those negatively correlated with BVAS are CD4+ lymphocyte or NK cell markers and are differentially expressed at higher levels in healthy donors as compared to ANCA patients. In this instance we cannot rule out the possibility that the tight correlation with BVAS scoring is due to a skewing in the white blood differential cell count. The genes highly correlated to BVAS were not the same genes that are the best classifiers of ANCA patient samples.
[00231] In summary, our data showed for the first time that the patterns of gene expression in circulating blood leukocytes are distinctly different in patients with SLE, ANCA disease (WG) and RA. Furthermore, from the list of differentially expressed genes, we have found a set that may be used to classify with a high degree of accuracy the ANCA and SLE patient samples. These distinctive gene signatures could be of value for both diagnosis and monitoring of disease activity in the case of ANCA patients. With regard to the SLE patients, while the classification gene set identified in Table 7 is good at diffentiating the SLE patients from others, these genes are not particularly tightly correlated to disease activity. This does not necessarily mean, however, that these genes are not important or involved in development of disease activity in SLE patients, since a longitudinal study of SLE patients has not yet been performed using these genes as predictors of disease activity. We have now discovered that a selection of genes presented in Table 13, does classify SLE patients into at least two defined groups: one wherein the patients typically have high anti-ds-DNA antibodies, and higher disease activity, and another, wherein the patients typically have low or no anti-ds-DNA antibodies and have lower SLE disases activity
[00232] References for Example 7
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[00263] 26. Banchereau J, Pascual V, Palucka AK. Autoimmunity through cytokine-induced dendritic cell activation. Immunity 2004;20(5):):539-50.
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[00265] 28. Ludemann J, Utecht B, Gross WL. Anti-neutrophil cytoplasm antibodies in Wegener's granulomatosis recognize an elastinolytic enzyme. J Exp Med 1990; 171(l):357-362.
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EXAMPLE 8- Results from BGA SLE Focus Array
[00270] Peripheral blood was collected from 89 human subjects using the PAXGene blood RNA collection system (Qiagen, Valencia, CA). RNA isolated from the peripheral blood of n=72 SLE patients and n=17 healthy patients was profiled on the BGA SLE Focus Array Set. Four SLE patient samples were profiled in duplicate for a total of n=76 profiles. Samples from the 17 healthy patients were profiled in quadruplicate (one set per array) due to limited sample availability; of these, n=44 passed quality control (3 samples in quadruplicate, 8 in triplicate, 2 in duplicate and 4 a single time). The current BGA SLE Focus Array set is comprised of 878 oligo-nucleotide probes (43 control probes and 835 gene probes split across two arrays; all spotted in duplicate), representing 329 unique genes. The BGA SLE Focus Array was generated by spotting the probes on a glass plate in 96 unique sections (1 set of duplicated probes/section) and segmenting the spotted probe sections into a standard 96-well plate format using formed plastic walls. All assays were performed in duplicate on an array (48x2 profiles per array), thus a single probe is assayed four times per sample profiled.
[00271] Following hybridization, probes were quality filtered such that probe spots that had a background corrected signal intensity of < one standard deviation of the local background signal intensity was considered uninformative. All spots were normalized to the median signal intensity of a set of pooled probes representing the housekeeping genes beta-actin and GAPDH. The median signal intensities for the normalized replicate probes were used for the final probe measure. Final probe measures that did not have at least 2 of 4 probe spots pass quality filtering were set to a value of 0 in the respective sample profile. Gene probes were selected for subsequent analysis if at least 10% of the samples had probe spots that passed quality filtering in either the SLE or control group. This resulted in 686 of the 842 probes being selected for subsequent data analysis, which corresponds to 659 gene probes, or 279 unique genes, and 27 controls. Signal intensity values <10 were thresholded to a value of 10. The signal intensity values were Iog2 transformed prior to subsequent analysis.
[00272] Further normalization was performed on the 120 samples X 686 gene probe matrix to account for differences in array batches by centering the median signal intensity for each gene probe across all samples to 0 (by subtracting the median signal intensity value for the gene probe from the measured value for each sample) separately for each of the four batches of array pairs. Subsequent to this, the median signal intensity value for each of the gene probes was re-centered to 0 for the entire set of 120 samples.
[00273] Clustering the Gene Expression Profiles: The 659 gene probes were used to compare the 120 samples using hierarchical clustering. Spearman correlation with average linkage was used to perform hierarchical clustering and a heat map generated to visualize the relationship between the samples. Three major sample clusters resolved from this analysis: 1) Healthy control samples, 2) SLE samples with a relatively high IFN-regulated gene signature and 3) SLE samples with a relatively low IFN-regulated gene signature.
[00274] Gene expression profiles using this set of gene probes clearly demonstrate the ability to distinguish the SLE samples from the healthy control samples, as well as indicates that the SLE samples form two separate groups characterized by the IFN- regulated gene signature.
[00275] To further examine the SLE patient group, the 72 unique sample profiles were clustered using the same parameters; with the exception of using a smaller set of gene probes. A set of 368 gene probes, corresponding to 186 unique genes, was selected from the set of 659 by taking those gene probes whose untransformed signal intensity had a coefficient of variation of at least 0.7 across the 72 samples (i.e., the "most" variable genes). Hierarchical clustering of this 72 SLE sample X 368 gene probe matrix clearly indicates the presence of two distinct SLE groups. Again, these two groups are characterized by the relative level of expression of the IFN-regulated gene signature.
[00276] Statistical analysis was performed on all clinical parameters that were available for comparison (i.e., at least three patients in a group) for the low and high IFN- induced gene signature groups (Table 12). AU statistical analyses were performed in SPSS vl3.0 (SPSS, Chicago, IL). Categorical data was analyzed using a Fishers exact test or a Pearson chi-square test using Monte Carlo simulation (10,000 samples, two- sided). Continuous variables (i.e., age, SLEDAI, SLEDAI-tr) were compared using a Mann- Whitney test with Monte Carlo simulation (10,000 samples, two-tailed). Logistic regression on all clinical parameters was performed using stepwise forward conditional selection with a stepwise entry probability of 0.05 and a removal probability of 0.1; a classification cutoff of 0.5 using a maximum of 100 iterations.
[00277] The detection of the presence of anti-dsDNA antibodies (DNA) and steroid use was significantly increased in the set of patients belonging to the high IFN-regulated gene group; while the mean age was found to be significantly lower in this group. The increased presence of mucosal ulcers (MUC) in the low IFN-regulated gene group approached significance (p=0.055), but more samples are needed in order to be conclusive. Multivariate analysis using logistic regression indicated that only increased anti-dsDNA antibodies was significantly correlated with the high IFN-regulated gene group (Bayesian information criterion = 3.76).
[00278] The association between the expression of the IFN-regulated genes and an increased level of dsDNA binding (as indicated by a Farr assay) is an important one. The detection of α-dsDNA antibodies in blood is highly specific to SLE. The appearance of α-dsDNA antibodies in serum has been shown to occur many years prior to the onset of clinical SLE, indicating the prognostic potential of this test (Swaak & Smeenk, Ann Rheum Dis. 1985 44:245-51 ; Arbuckle et al., NEJM 2003 349: 1526-33). Furthermore, an increase in α-dsDNA antibodies in the sera of SLE patients has been shown to occur prior to, and predictive of, SLE flares (Swaak & Smeenk, Ann Rheum Dis. 1985 44:245- 51; Spronk et al., Lupus 1995 4:86-94; ter Borg et al., Arthritis Rheum. 1990 33:634-43; Ho et al., Arthritis Rheum 2001 44:2342-9; Linnik et al., Arthritis Rheum. 2005 52:1129- 37). Although changes in α-dsDNA antibody titers is often used as part of clinical assessment of SLE patients, there are some studies indicating no association between α- dsDNA antibodie changes and SLE flare (WaIz et al., J Rheumatol. 1994 21:2239-41; Esdaile et al., Arthritis Rheum. 1996 39:370-8). [00279] Thus, the increased expression of IFN-regulated genes is significantly correlated with α-dsDNA antibodies in SLE patients. Without wishing to be bound by a theory, we have therefore demonstrated that these genes as single markers as well as a group are useful, in any combination, as biomarkers for assessing SLE activity as well as predicting SLE flares. Furthermore, only 20 of the 44 patients had a positive α-dsDNA antibody test in the high IFN-regulated gene signature group (while 3 of the 28 were positive in the low IFN-regulated gene signature group). Without wishing to be bound by a theory, this shows that this particular signature is more useful because it is more sensitive and specific than the α-dsDNA antibody test for assessing SLE disease activity.
[00280] Sample Classification Using Gene Expression Profiles: The method of nearest shrunken centroids, implemented in the Prediction Analysis of Microarrays (PAM) software, was used to identify and evaluate the most promising group of classifier genes for each of the sample groups (Tibshirani et al., Proc Natl Acad Sci U S A. 2002 99:6567- 72.).
[00281] Briefly, the centroid for each of the classes is computed using the corresponding gene expression measurements. The class centroid is defined as the average level of gene expression for each gene in each class; and the overall centroid corresponds to the average level of gene expression across all samples in the data set. (Tibshirani et al., Proc Natl Acad Sci U S A. 2002 99:6567-72.). Using a combination of centroid shrinkage (i.e., moving the class centroids to the overall centroid for all classes by a specified threshold value) and cross-validation, an optimal set of genes for discriminating between the classes is identified. The shrunken centroid score for a gene is reflective of the difference between the class and overall centroid; and the larger the relative absolute value, the greater the discriminatory power. Please refer to Tibshirani et al., Proc Natl Acad Sci U S A. 2002 99:6567-72 for the mathematical derivation of the shrunken centroid score.
[00282] PAM employs a 10-fold cross validation strategy on the sample set to determine the rate of misclassification. In 10-fold cross validation, first ~10% of the samples are randomly selected and removed from the sample set (-equal samples/group) and the remaining 90% of the samples are used to fit the classification model. The model is then evaluated on the samples that were removed to determine prediction accuracy. This process is repeated 10 times, such that each sample is used in both model fitting and as a test sample. The overall misclassifϊcation error is then computed from the entire cross validation process.
[00283] PAM sequentially evaluates increasing levels of centroid shrinking. The cross- validated misclassification error rate at each threshold level is used to identify the best subset of genes for classification (i.e., the smallest gene set with the lowest misclassification error rate for all classes). Genes are eliminated from classification when the shrunken class centroid score reaches zero for all classes, making the gene uninformative for classification. The subsequent shrunken centroids are used for classification according to the nearest centroid rules (i.e., a sample gene expression profile is compared to the centroids, and the class centroid it is closest to, in squared distance, is the predicted class) (Tibshirani et al., Proc Natl Acad Sci U S A. 2002 99:6567-72.).
[00284] The set of 659 gene probes that passed filtering were selected to identify the subset of genes that best discriminated between the SLE (n=76) and healthy control (n=44) groups; and between the high and low IFN-induced gene signature groups (72 samples, high IFN group n=44, low IFN group n=28) using cross-validation in the PAM v2.0 software. The ability of each of the 659 gene probes to classify the groups in either of these comparisons is provided in Table 13. The higher the difference (distance) between the scores in the groups, the greater the ability of the gene probe for group separation and sample classification.
[00285] To identify and validate the gene set that best discriminated between the SLE and healthy control patient samples, the set of 120 samples was split into two groups: a reference set for training the classification model and an independent test set for evaluating the classification model. The reference set was comprised of 80 samples (SLE n=51, control n=29), obtained from 57 patients (SLE n=47, control n=10). The test set was comprised of an additional set of 40 samples (SLE n=25, control n=15) from 32 patients (SLE n=25, control n=7). None of the patient samples used in the test set were used in the reference set. [00286] Using PAM, a set of 88 probes was identified that provided strong discriminating power: cross-validation of the reference set correctly classified 92.2% (47 of 51) and 89.7% (26 of 29) of the SLE and healthy control samples, respectively (Figure 5A). The 88 probes are listed in Table 14 and are ranked according to the centroid score, which reflects the ability of the gene feature to discriminate between the two groups.
[00287] Next, the ability of these genes to correctly classify the two groups was assessed on the set of test samples using PAM. This resulted in correctly classifying 96.0% (24 of 25) and 93% (14 of 15) of the SLE and healthy control samples, respectively (Figure 5B).
[00288] To assess whether these 88 gene probes were capable of performing well in a differential diagnostic setting, the original 153 gene expression profiles performed on the Affymetrix Genechips was clustered using this gene set. For this analysis, the 88 gene probes corresponded to a set of 53 Affymetrix probe pairs; which was used in the comparison. This set of gene probes performed reasonably well at separating the SLE sample profiles from the non-SLE sample profiles
EXAMPLE 9- QUANTITATIVE RT-PCT
[00289] We have also measured expression of many of the 1645 genes in SLE and WG patients as well as non-SLE patients using real time quantitative PCR method. These genes include but are not limited to EPSTIl, HERC5, IFIT5, IFRG28, LAMP3, OASl, OTOF, SCO2, SN, TNFAIP6, TRIM6, USP 18, ZCCHC2. The results of these measurements confirmed the test results obtained using the array hybridization technology, thereby confirming the results of the nucleic acid hybridization array analysis. In these analyses the housekeeping gene GAPD was used as a control standard.
[00290] Although certain presently preferred embodiments of the invention have been specifically described herein, it will be apparent to those skilled in the art to which the invention pertains that variations and modifications of the various embodiments shown and described herein may be made without departing from the spirit and scope of the invention. Accordingly, it is intended that the invention be limited only to the extent required by the appended claims and the applicable rules of law.

Claims

CLAIMSWe claim:
1. A method for screening for an individual for an autoimmune disease comprising:
a) testing a biological sample from the individual for expression of at least five genes selected from the groups of genes consisting essentially of groups (a), (b), (c), (d), (e), (f), (g), and (h), wherein
group (a) consists of AI337069; AW189843; NM_006820; NM_001548; NM_005101; AI742057; NM_016323; NM_001549; AA781795; NM_002346; NM_006417; NMJD02534; AL390736; NM_002462; NM_002535; NM__006187; NMJH7631; AA633203; AI075407; BC000080; BE049439; AA142842; NM_017414; NM_016816; AA131041; AK023743; NM_023068; NM_016817; AW337833; AK002064; NM_017523; NM_014314; NM_012420; NM_003733; NM_017742; NM_001972; NM_005532; NM_017654; AI825926; AF307338; NM_007219; BE888744; N47725; NM_017912; NM_005564; AU147903; NM_000045; BE644917; AA167449; NMJ)01925; NM_004030; BC002548; NM_018324; NM_000399; BE645480; NM_002343; NM_021170; M33326; NM_000559; AK000229; NM_022168; AI371550; AF063612; NMJ)00062; BE669858; AV755522; AI925506; NM_021105; BE966604; AA741307; M63310; NM_014398; NM_000184; BC005008; AA761181; NM_024119; AW014593; M18728; AL520984; NM_030776; NM_022147; BC005912; NM_002053; NM_006061; AK000168; AI348745; NM_022750; U65590; NM_002777; NM_016410; BF223193; NM_005091; AU145003; AA056548; AK001844; NM_015907; NM_001700; NM_004126; AL121829; NM_001725; AI859280; AI651594; AF220030; BC001356; NM_015961; NM_004802; NM_005952; BG271923; NM_005605; NMJ302424; AF134715; D86962; AW151360; AF349571; AI967971; AJ240085; NMJ301924; AF177765; AW188198; AA237039; AA768888; AV699347; BE672260; NM_001295; AI984040; NM_004084; M97935; BG236273; AA708470; NM_022873; NM_018961; AI244908; N53555; AB037810; BC002666; AW014557; BF433657; AI709406; NM_004867; AF312735; U94506; NM_004669; J04132; U66065; NM_016381; NM_005531; NM_020152; AW571582; AF105974; R13458; AF208043; AF277174; AF307451; NM_003465; AA035730; V00489; AF182069; AW083820; AF285167; AL045882; NM_007115; AI064690; U57059; BE466274; NM_005965; AI391633; NM_012413; AI341142; AA577672; AI141116; NM_005951; AA628440; NM_025195; AI796169; NM_020406; AI954660; AI091372; BF107565; AI862559; M10943; NM_000240; AW007751; AK023661; NM_003113; AI421071; AK001731L; NMJH2307; BC005931; BG538627; AF333388; NM_005138; U19970; BE788984; BE676543; AI225238; NM_000558; NMJH2329; NM_002759; M97935; AI133353; AW008051; BG545653; AW149270; NM_002532; NM_005764; BE328243; H98105; NM_005384; AL575177; AF317129; NM_006639; AF220028; NM_007237; AW295340; NM_004657; NM_014381; AL566294; NM_004810; X72501; BC001051; AI703476; AI583173; NM_0(b356; AA811138; AL547946; AB020630; AI753104; NM_020415; NM_021127; AF157323; AF218365; AF196976; BE551631; AF026071; BC004998; BC001811; NM_001838; AA083478; NM_002463; AI738416; NM_030930; NM_005567; AA233374; BE549540; NM_003113; X69397; AF294627; NM_000593; BE465037; U94510; AI916948; NM_005178; AL522667; AL136583; M25079; AL161961; BG435404; NM_004221; NM_020995; NM_002199; BC002637; AW474434; M97935; NM_004335; BF905445; M12959; NM_005953; AU154202; AU146285; AL137438; AF129536; X06557; AK026751; M97935; NM_001062; U03858; AI925518; NM_004223; and NM_005306; group (b) consists of AI862559; M10943; NM_006187; AF323540; AF307338; AI738416; NM_004335; NM_001295; AI421071; NM_016323; AW189843; AI337069; BE549540; NMJ306639; NM_005771; AF240697; AF240698; AK002064; AA781795; AA633203; AF218365; AF129536; NM_017631; AA741307; NM_017654; AK023743; BE669858; BE886225; NM_006700; BE788984; BC002666; AW014593; NM_002053; BF509371; AL136680; AW392952; BG545653; BG271923; NM_005306; NM_021170; NM_016410; NM_015961; NM_005531; BG256677; AF208043; NM_005532; BC001356; NM_006417; BE049439; NM_001548; BE888744; AA131041; NM_001549; AI075407; NM_012420; N47725; NM_022147; NM_004030; NM__002201; D43949; AA056548; AL161961; AA233374; NM_014398; NM_015907; NM_024119; AI631846; AW083820; AI742057; AA577672; AK023724; AI709406; NM_022168; AL045882; AI341142; AI798098; AW275016; BE328243; AI809206; BC002548; NMJ305951; NM_005952; NM_002450; NM_002463; AI143416; BCOOl 165; AF312735; NM_002534; NM_016816; NM_016817; NM_002535; NM_004802; BC000080; AI967971; BG538627; AL121829; NM_002759; AK023661; NM_014314; NM_005138; BC001463; NM_023068; N53555; NM_003113; NM_007237; H98105; NM_000593; AW188198; NM_007115; U57059; NM_003810; AW474434; AF134715; AF317129; NM_016381; NM_014788; AA083478; AF220028; AF220030; NM_030930; NM_017414; NM_030776; AI925506; NM_022750; AK000229; BE676543; NM_017742; AI539443; AA768888; AW014557; AI651594; BE674118; AI064690; AI494047; AA708470; BE645480; BG251692; AW297731; AK026751; AU147903; R13458; AW151360; NM_017912; AF333388; BE966604; H99792; and AL121994;
group (c) consist of AI862559; M10943; NM__006187; AF323540; AF307338; AI738416; NM_004335; NM_001295; AI421071; NM_016323; AI337069; NM__005771; AF240697; AF240698; AK002064; AF218365; NM_017631; NM_017654; NM_006700; BC002666; NM_002053; AL136680; NM_005306; NM_021170; NM_016410; NM_015961; NM_005531; BG256677; AF208043; NM_005532; BC001356; NM_006417; BE049439; NM_001548; BE888744; NM_001549; NM_012420; N47725; NM_022147; NM_004030; NM_002201; D43949; AA056548; AA233374; NMJH4398; NM_015907; NM_024119; AI742057; AA577672; AI709406; NM_022168; AI809206; BC002548; NM_005951; NM_005952; NM_002450; NM_002463; BC001165; AF312735; NM_002534; NM_016816; NM_016817; NM_002535; NM_004802; BC000080; AI967971; BG538627; NM_002759; AK023661; NM_014314; NM_005138; BC001463; NM_023068; N53555; NM_003113; NM_003113; NM_007237; H98105; NM_000593; AW188198; NM_007115; U57059; NM_003810; AW474434; AF134715; AF317129; NM_016381; NM_014788; AA083478; AF220028; AF220030; NM_030930; NM_017414; NM_030776; AI925506; NM_022750; BE676543; NM_017742; AA708470; AWl 51360; NM_017912; AF333388; BE966604; H99792; and AL121994;
group (d) consists of AI337069; AW189843; NM_006820; NM_001548; NM_001549; NM_005101; NM_002346; AI742057; AA781795; NM_016323; NM_002534; NM_006417; AA633203; NM_002462; NM_006187; NM_017631; NM_017414; AA131041; AI075407; BC002548; BE049439; NM_017523; BE888744; NM_017654; NM_016817; AA142842; NM_014314; and NM_016816;
group (e) consists of AI337069; AWl 89843; NM_006820; NM_001548; NM_001549; andNM_005101;
group (f) consists of ACATE2; ATF6; BC022357; C20orfl8; C7orf6; C9orf72; CASPl; CCRl; CHMP5; COX5B; DHRS9; DKFZP564F0522; DTX3L; EIF2AK2; EPSTIl; FCGRlA; FLJ31033; FLJ37858; FLJ38348; FLN29; G1P2; G1P3; GSTOl; IFI16; IFI27; IFI44; IFI44L; IFITl; IFIT3; IFIT5; LOC129607; LOC153684; LOC391020; MSRB2; MTlX; MT2A; MX2; NAPA; NT5C3; OSBPLIl; PARP14; PARP9; PLSCRl; PRIC285; PRO1073; RSAD2; SCO2; SCOTIN; SERPINGl; SLC23A2; SPlOO; STK24; TNFAIP6; TNFAIP6; TNFSFlO; TNFSF 13B; TOPORS; and ZCCHC2;
group (g) consists of AA056548; AA577672; AA781795; AF134715; AF208043; AF312735; AI064690; AI075407; AI337069; AI421071; AI559696; AI738416; AI742057; AK023743; AL121829; AL121994; AU147903; AV755522; AW151360; AW188198; AW189843; AW474434; BCOOl 165; BC001463; BE645480; BE676543; BE966604; BF223193; L03419; N47725; NM_000062; NM_001548; NMJXH549; NM_002463; NM_002759; NM_003113; NM_005101; NM_005138; NMJ)05532; NM_005771; NM_005952; NM_005953; NM_006417; NM_006700; NM_006820; NM_007115; NMJU5961; NM_016410; NMJ)21105; NM_022873; U13699; U57059; andX14355; and
group (h) consists of AA035730; AA056548; AA083478; AA131041; AA142842; AA233374; AA237039; AA577672; AA587884; AA633203; AA708470; AA741307; AA761181; AA768888; AA781795; AB020630; AB044805; AB051458; AF026071; AF043179; AF043337; AF063612; AF129536; AF134715; AF208043; AF218365; AF220028; AF220030; AF237762; AF285167; AF295773; AF307338; AF312735; AF317129; AF333388; AFFX-HUMISGF3A/M97935_3; AFFX-HUMISGF3A/M97935_5; AFFX-HUMISGF3A/M97935_MA; AFFX-HUMISGF3A/M97935_MB; AI064690; AI075407; AI225238; AI337069; AI341142; AI348745; AI371550; AI421071; AI539443; AI559696; AI580142; AI583173; AI631846; AI651594; AI709406; AI738416; AI742057; AI796169; AI817942; AI823453; AI825926; AI827431; AI857639; AI859280; AI862559; AI925506; AI935915; AI954660; AI967971; AI983904; AI984040; AJ240085; AK000168; AK000229; AK000752; AK000850; AKOOl 844; AK002064; AK023661; AK023743; AL021786; AL045882; AL049435; AL121829; AL161961; AL390736; AL545921; AL565741; AU145003; AU147903; AV706522; AV755522; AW007751; AW008051; AW014557; AW014593; AW069729; AW083820; AW151360; AW169333; AWl 88198; AWl 89843; AW273811; AW275016; AW297731; AW337833; AW474434; AW514900; BC000080; BC001165; BC001356; BC001463; BC001811; BC002548; BC002666; BC004546; BC004998; BC005008; BC005912; BC006271; BC006271; BE049439; BE328243; BE549540; BE645480; BE669858; BE675486; BE676543; BE788984; BE886225; BE888744; BE966604; BF058422; BF223010; BF509781; BF513244; BF514098; BG036514; BG150085; BG231515; BG236273; BG260886; BG271923; BG538627; BG545653; D43949; D86962; H98105; M10943; M12423; M12959; M15564; M18728; M25532; M33326; M97943; N20923; N47725; N53555; NM_000045; NM_000062; NM_000074; NMJ)OOl 84; NM_000240; NM_000399; NM_000559; NM_000579; NM_000584; NM_000593; NM_001222; NM_001295; NM_001548; NM_001549; NM_001700; NM_001924; NM_001925; NM_001972; NM_002053; NM_002346; NM_002462; NM_002463; NM_002532; NM_002534; NM__002535; NM_002567; NM_002759; NM_002777; NM_003113; NM__003113; NM_003377; NM_003465; NM_003550; NM_003596; NM_003733; NM_003790; NM_003810; NM_004030; NM_004188; NM_004221; NM_004223; NM_004335; NM_004802; NM_004867; NM_005101; NM_005138; NM_005306; NM_005356; NM_005531; NM_005532; NM_005567; NM_005605; NM_005951; NM_005952; NM__005953; NM_006061; NM_006137; NM_006187; NM_006417; NM_006639; NM_006820; NM_007237; NM_012307; NM_012420; NM_013308; NM_014018; NM_014314; NM_014398; NM_015833; NM_015907; NMJ) 15961; NMJH6026; NM_016323; NM_016381; NM_016410; NM_016816; NM_016817; NM_017414; NM_017523; NMJU7631; NM_017654; NM_017718; NM_017742; NM_017912; NM_017933; NM_018324; NM_018381; NM_018961; NM_021105; NM_021127; NM_021170; NM_022087; NM_022147; NM_022168; NM_022750; NM_022873; NM_023068; NM_024119; NM_024693; NM_024699; NM_030776; NM_030930; Rl 3458; T65020; U03858; U07236; U20350; U47924; U57059; U65590; U66065; U87558; U90548; U94506; U94510; W46994; X06557; Y09216; and Z22969;
b) comparing the expression of the genes tested with a control; and
c) determining if the individual has an autoimmune disease by seeing a change in expression of at least five of the tested genes.
2. The method of claim 1 , wherein the change in expression is at least 1.8 fold change.
3. The method of claim 1 or 2, wherein the autoimmune disease is systemic lupus erythematosus (SLE).
4. The method of claim 1 , wherein the autoimmune disease is SLE and the method further comprises:
a) determining SLE disease activity in an individual by testing expression of at least 5 genes selected from the group consisting essentially of AA056548; AA083478; AA083478; AA131041; AA142842; AA150460; AA195074; AA233374; AA523958; AA573502; AA577672; AA741307; AA781795; AA976354; AF043337; AF063612; AF093744; AF129536; AF134715; AF208043; AF218365; AF220028; AF220030; AF237916; AF240697; AF240698; AF280094; AF307338; AF312735; AF312735; AF317129; AF323540; AI064690; AI075407; AI143416; AI304317; AI337069; AI421071; AI539443; AI557312; AI559696; AI608902; AI631846; AI651594; AI654857; AI688640; AI709406; AI738416; AI742057; AI798098; AI809206; AI825926; AI857639; AI859280; AI859865; AI862559; AI925506; AI954660; AI967971; AI984040; AK000229; AK002064; AK023661; AK023724; AK023743; AK025064; AK026751; AL045882; ALl 17607; AL121829; AL121994; AL136680; AL136924; AL161961; AU147903; AV706522; AV755522; AW008051; AW014557; AW014593; AW083820; AW151360; AW188198; AWl 89843; AW275016; AW297731; AW474434; AW575754; AW847318; BC000080; BCOOl 165; BC001356; BC001463; BC002548; BC002666; BC006456; BE049439; BE328243; BE549540; BE645480; BE669858; BE674118; BE676543; BE788439; BE788984; BE886225; BE888744; BE966604; BFl 10588; BF223193; BF446719; BF509371; BF589359; BG035151; BG256677; BG260886; BG271923; BG291961; BG538627; BG545653; D43949; H98105; H99792; L03419; N47725; N53555; NM_000062; NM_000593; NM_001295; NM_001511; NM_001548; NM_001549; NM_001695; NM_001827; NM_001862; NM_002053; NM_002201; NM_002346; NM_002450; NM_002462; NM_002462; NM_002463; NM_002534; NM_002535; NM_002592; NM_002759; NM_002796; NM_002801; NM_003113; NM_003810; NM_003902; NM_004030; NM_004223; NM_004335; NM_004643; NM_004802; NM_004832; NM_005101; NM_005138; NM_005274; NM_005306; NM_005531; NM_005532; NM_005567; NM_005771; NM_005915; NM_005952; NM_005953; NM_006187; NM_006417; NM_006639; NM_006700; NM_006820; NM_006994; NM_007115; NM_007237; NM_012420; NM_014314; NM_014398; NM_014705; NM_014788; NM_015907; NM_015961; NM_016323; NM_016381; NM_016410; NM_016816; NM_016817; NM_017414; NM_017523; NM_017631; NM_017654; NM_017912; NM_018381; NM_021105; NM_021127; NM_021170; NM_022147; NM_022168; NM_022750; NM_022763; NM_022873; NM_023068; NM_024119; NM_030930; U13699; U57059; U65590; U90548; and X16354; and
b) comparing the expression of the tested genes with a control, wherein highly increased expression of the tested genes is indicative of more active SLE and moderately increased activity of at least 5 of the tested genes is indicative of less active SLE.
5. The method of claim 1, wherein the autoimmune disease is Wegener's granulomatosus ANCA+ vasculitis (WG) and the method further comprises:
a) determining WG disease activity in an individual by testing expression of at least 5 genes selected from the group consisting of groups (i) and (j) wherein
group (i) consists of NM_007219; AL562528; AL575509; AI760166; U41070; NM_001706; AI538394; AW592242; NM_007246; AW264036; NM_001995; NM_003059; AK025534; AI768563; AW295340; L32185; L13974; NM_006931; NM_000717; NM_005384; W60806; AI084056; S67779; AI452715; NM_018324; NM_004668; AI374686; AL136944; AF177765; AI767388; NM_005239; BC004564; and AL049435; and
group (b) consists of BE217880; NM_006159; U30610; NM_024600; NM_000436; BE042354; L34703; AA976536; AI761658; BE218980; NM_020379; NM_006720; NM_021129; AF043899; AW190316; D13720; AI770171; AK025298; AA169780; AW450363; AL578336; NM_021029; NM_015414; BE465433; AA854943; AB051458; BC001051; NM_001767; AA541630; NM_021643; AI745230; T65020; BF223206; AF204231; AA130247; U87558; J04132; AI912976; AF036906; AF288571; AL021786; NM_022898; NM_016337; W60810; AL559122; AB009597; NM_000986; NMJ)Ol 009; N25986; AL121934; BE314601; U90548; NM_005356; NM_002258; U94506; AJ297586; BF217539; AF047448; M12423; X79536; and AF164622; and
b) comparing the expression of the tested genes with a control, wherein increased expression of the tested genes in group (a) and decreased expression of the tested genes in group (b) is indicative of more active WG, and decreased expression of tested genes in group (a) and increased expression of the tested genes in group (b) is indicative of less active WG.
6. The method of any of the preceding claims, wherein the biological sample is whole blood.
7. The method of any of the preceding claims, wherein the biological sample is white blood cells.
8. The method of any of the preceding claims, wherein the biological sample is a kidney biopsy.
9. The method of any of the preceding claims, wherein the biological sample is cells from urine sediment.
10. The method of any of the preceding claims, wherein the control is a biological sample from the same tissue or cell type origin from an individual who is not affected with an autoimmune disease.
11. The method of any of the preceding claims, wherein the control is a database, which has been created from gene expression profiles, as compared to a housekeeping gene standard, of biological samples of same tissue or cell origin from individuals who are not affected with an autoimmune disease.
12. The method of any of the preceding claims, wherein the control is a database, which has been created from gene expression profiles, as compared to a housekeeping gene standard, of biological samples of same tissue or cell origin from individuals who are affected with different autoimmune diseases and/or different disease activity of the same disease, and wherein the expression profile of the measured genes similar to the control is indicative of the individual being affected with the autoimmune disease that the control is created from.
13. A method for screening for an agent capable of normalizing SLE associated gene expression profile comprising exposing cells from an individual affected with SLE to a test agent, and measuring gene expression profile of at least five of the genes selected from the groups a-h of claim 1, before and after exposure to the test agent, wherein change in the expression profile of the measured genes similar to a control gene expression is indicative of the test agent being effective in normalizing SLE associated gene expression profile.
14. A method of predicting or diagnosing drug-induced SLE in an individual comprising analyzing the gene expression profile of a biological sample from an individual exposed to a drug known or suspected of being associated with induction of SLE of at least two of the genes selected from the groups a-h of claim 1, wherein the expression profile of the measured genes similar to an SLE profile is indicative of the individual affected with induced SLE and the expression profile of the measured genes similar to a control is indicative of the individual not being affected with drug-induced SLE.
15. The method of any of the preceding claims, wherein at least 25 genes are tested and a change in expression of at least 25 genes is seen.
16. The method of any of the preceding claims, wherein at least 100 genes are tested and a change in expression of at least 100 genes is seen.
17. The method of claim 4, wherein highly increased expression is at least five (5) times the control level of expression and moderately increased expression is at least two point five (2.5) times the control level of expression.
18. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 279 of the 500 genes are selected from group (a) of claim 1.
19. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 147 of the 500 genes are selected from group (b) of claim 1.
20. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 105 of the 500 genes are selected from group (c) of claim 1.
21. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 28 of the 500 genes are selected from group (d) of claim 1.
22. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 6 of the 500 genes are selected from group (e) of claim 1.
23. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 69 of the 500 genes are selected from group (f) of claim 1.
24. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 53 of the 500 genes are selected from group (g) of claim 1.
25. A kit for screening for an autoimmune disease, wherein the kit comprises a plurality of isolated oligonucleotides, the oligonucleotides corresponding to no more than 500 genes, wherein at least 277 of the 500 genes are selected from group (h) of claim 1.
26. The kit of any of the preceding claims, wherein the oligonucleotides correspond to no more than 400 genes.
27. The kit of any of the preceding claims, wherein the oligonucleotides correspond to no more than 300 genes.
28. The kit of any of the claims 17-22, wherein the oligonucleotides correspond to no more than 200 genes
29. The kit of any of the claims 19-22, wherein the oligonucleotides correspond to no more than 100 genes.
30. The kit of any of claims 19 or 20, wherein the oligonucleotides correspond to no more than 50 genes.
31. The kit of any of the preceding claims, further comprising a substrate.
32. The kit of any of the preceding claims, wherein is substrate is a glass slide.
33. The kit of any of the preceding claims, wherein the substrate is a bead.
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