US20190005190A1 - Method for predicting efficacy of drugs in a patient - Google Patents

Method for predicting efficacy of drugs in a patient Download PDF

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US20190005190A1
US20190005190A1 US16/125,803 US201816125803A US2019005190A1 US 20190005190 A1 US20190005190 A1 US 20190005190A1 US 201816125803 A US201816125803 A US 201816125803A US 2019005190 A1 US2019005190 A1 US 2019005190A1
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target genes
genes
drug
cancer
given drug
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Vladimir Lazar
Jean-Charles Soria
Michel Ducreux
Thomas Tursz
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Worldwide Innovative Network
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    • G06F19/18
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B20/00ICT specially adapted for functional genomics or proteomics, e.g. genotype-phenotype associations
    • G06F19/3456
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • G16B25/10Gene or protein expression profiling; Expression-ratio estimation or normalisation
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H20/00ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance
    • G16H20/10ICT specially adapted for therapies or health-improving plans, e.g. for handling prescriptions, for steering therapy or for monitoring patient compliance relating to drugs or medications, e.g. for ensuring correct administration to patients
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H50/00ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics
    • G16H50/20ICT specially adapted for medical diagnosis, medical simulation or medical data mining; ICT specially adapted for detecting, monitoring or modelling epidemics or pandemics for computer-aided diagnosis, e.g. based on medical expert systems
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00ICT specially adapted for the handling or processing of medical references
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16HHEALTHCARE INFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR THE HANDLING OR PROCESSING OF MEDICAL OR HEALTHCARE DATA
    • G16H70/00ICT specially adapted for the handling or processing of medical references
    • G16H70/40ICT specially adapted for the handling or processing of medical references relating to drugs, e.g. their side effects or intended usage
    • G06F19/20
    • GPHYSICS
    • G16INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR SPECIFIC APPLICATION FIELDS
    • G16BBIOINFORMATICS, i.e. INFORMATION AND COMMUNICATION TECHNOLOGY [ICT] SPECIALLY ADAPTED FOR GENETIC OR PROTEIN-RELATED DATA PROCESSING IN COMPUTATIONAL MOLECULAR BIOLOGY
    • G16B25/00ICT specially adapted for hybridisation; ICT specially adapted for gene or protein expression
    • 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
    • Y02A90/26

Definitions

  • the present invention relates to the field of medicine, in particular personalized medicine in cancer therapy.
  • the therapeutic care of the patients having cancer is primarily based on surgery, radiotherapy and chemotherapy which have to be used according to standard protocols.
  • the curative surgery consists in removal of all the tumoral mass. However, this is not always possible to guarantee the absence of any residual disease after the ablation of the observable part of the tumour, even by experienced surgeons. This is why the surgery is generally used in combination is with radiotherapy and/or chemotherapy.
  • Chemotherapy and/or radiotherapy can be used as neoadjuvant therapy or auxiliary or adjuvant therapy, or alone when the surgery is impossible. Neoadjuvant therapy is usually used when the tumoral mass is too important and requires a reduction before surgery.
  • Auxiliary or adjuvant chemotherapy is used to treat the residual tumoral diseases and to limit the local recurrences or the metastatic relapses.
  • the therapeutic care is only based on chemotherapy and/or radiotherapy. Surgery is marginally used in this context and has palliative objectives.
  • the current medical practice consists in treating the patients according to the existing therapeutic protocols.
  • the choice of the therapeutic protocol is based on the anatomo-pathological and clinical data. These protocols apply in first, second, even third therapeutic line.
  • certain patient are included in clinical trials generally using broad selection criteria defining primarily, the location of the primitive tumour, the extension of the disease, the situation of the vital functions of the patient and certain specific contraindications of the drug under trial.
  • the therapeutic approach standard or clinical trial
  • the concept of personalized medicine consists in adapting the therapeutic decision according to the anatomo-pathological, clinical characteristics but especially of the biological characteristics of the tumour.
  • a first approach was the so-called “test-companion” assay, used for the first time for the trastuzumab (Herceptin®), a monoclonal antibody targeting the Her2/Neu receptor.
  • Herceptin® trastuzumab
  • this drug is administered only when an amplification/overexpression of this receptor is observed.
  • this overexpression does not guarantee a therapeutic response.
  • Some resistances to Herceptin® can be explained by an activation of the Akt pathway, for instance.
  • the association of an mTOR inhibitor targeting the Akt pathway
  • the therapeutic benefit was observed in the absence of an amplification of the receptor.
  • the measurement of the expression level of the Her2 receptor is the first example of test companion and the majority of pharmaceutical companies or researchers are trying to reproduce this model considered as the first example of personalized medicine.
  • the following examples are relevant to illustrate the concept of selection of the patients who could profit from a given drug:
  • prognostic molecular signatures such as the tests Mamaprint® (developed by the Agendia company) or OncotypeDX® (company Genomic Health) are available. These signatures are used to determine if an auxiliary chemotherapy is necessary or not. But, although these tests make it possible to conclude on the need from an auxiliary chemotherapy, they do not make it possible to select the optimal therapy.
  • the concept of personalized medicine corresponds to a selection of patients on biological criteria to increase the chances of response to a given therapy.
  • these tests companion are rather used for the treatments by targeted therapies and make it possible to select the patients likely to profit from a given therapy but not to select the best therapy for a given patient. This is a major conceptual difference which constitutes the main interest of the present invention compared to the other markers proposed to date.
  • the anomalies of strong amplitude of the gene copy number modify the levels of gene expression. This mechanism of genomic deregulation is involved in the ontogenesis of many cancers. Amplifications of the EGFR gene are found in approximately 30% of lung cancers. The inhibition of EGFR in case of amplification is associated with a significant benefit in this same pathology. Similarly, MYCN is amplified in approximately 25% of the neuroblastoma and several studies showed the prognostic value of this anomaly in this pathology. Other oncogenes/anti-oncogenes (tumour suppressor genes) are frequently amplified/deleted in other types of tumours such HER, PTEN, PUTS, and the like.
  • HER2 ErbB2
  • Gene HER2 is amplified in 10 to 20% of the cases. This amplification is associated with a hyper-expression of the Her2 protein and is involved in the tumoral transformation. A therapeutic strategy based on the targeting of this anomaly showed a benefit in the patients having HER2-positive breast cancer.
  • the gene coding for the topoisomerase II is amplified in approximately 7% of breast cancers. This amplification is correlated with a good sensitivity to the anthracyclines, a class of drugs targeting the topoisomerase II. Other anomalies have often been observed in breast cancer.
  • A1B1 gene is amplified in 10% of the cases, and leads to ontogenesis via the activation of AKT by the IGFR.
  • FGF1R gene is amplified in 10% of case.
  • the targeting of this protein by a tyrosine kinase inhibitor leads in vitro to a reduction of the cell multiplication.
  • amplifications of the genes EGFR, IGF1R or the deletions of PTEN can be treated by molecules targeting EGFR, IGF1R or mTOR, respectively.
  • the present invention concerns a method for predicting the relative efficacy of a plurality of drugs for treating a cancer in a patient comprising:
  • the step of characterizing molecular anomalies of a tumour sample comprises determining the genes differentially expressed in the tumour in comparison to the normal sample, and/or determining the gain or loss of gene copy number and/or detecting the presence of a mutation in a gene.
  • the step of characterizing molecular anomalies of a tumour sample comprises determining a fold change (F) for the differentially expressed genes and/or for the gain or loss of gene copy number and, optionally, further determining the intensity of the gene transcription (Int) for the differentially expressed genes.
  • the target genes for each drug are classified in the database into the major target genes (CM), the minor target genes (Cm) and the resistance genes (CR).
  • CM major target genes
  • Cm minor target genes
  • CR resistance genes
  • the score (W) for a given drug is determined by the following algorithm:
  • W is the score for the given drug
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the patient
  • z is an optional multiplication coefficient associated to the presence of a mutation in a target gene of the given drug
  • is sum
  • Fc>2 is the fold change of each deregulated target gene for the given drug with a Fold Change higher than 2;
  • nC Fc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2.
  • Fc>2 is the Fold Change of each over-expressed target gene for the given drug with a Fold Change higher than 2 and nC Fc>2 is either the number of target genes for the given drug with a Fold Change higher than 2, or the number of over-expressed target genes for the given drug with a Fold Change higher than 2.
  • the score (W) for a given drug is determined by the following algorithm:
  • W is the score for the given drug
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the patient
  • is sum
  • CM refers to major target genes for the given drug
  • Cm refers to minor target genes for the given drug
  • CR refers to resistance genes for the given drug
  • n 1 CM, n 2 Cm and n 3 CR are respectively the number of deregulated target genes with a defined threshold for major target genes, minor target genes and resistance genes;
  • F CM , F Cm and F CR are the Fold change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
  • q 1 , q 2 and q 3 are optional multiplication coefficients for major target genes, minor target genes and resistance genes, respectively;
  • z 1 , z 2 and z 3 are optional multiplication coefficients associated to the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively.
  • the score (W) for a given drug is determined by the following algorithm:
  • the score (W) for a given drug is determined by one of the following algorithms:
  • the score (W) for a given drug is determined by one of the following algorithms:
  • F CM , F Cm and F CR are the Fold Change of each over-expressed target gene for the given drug with the defined threshold and n 1 CM, n 2 Cm and n 3 CR are either the number of target genes for the given drug with the defined threshold, or the number of over-expressed target genes for the given drug with the defined threshold. More preferably, the defined threshold is a Fold change of at least 2 or higher than 2.
  • multiplication coefficients for the target genes can be comprised between 10 and 1,000 for major target genes (q 1 ), 0.1 and 10 for minor target genes (q 2 ) and 10 to 1,000 for resistance genes (q 3 ).
  • multiplication coefficients associated to a mutation z 1 , z 2 and z 3 are 1 when no mutation exists and, depending on the functional impact of the mutation, can be comprised between 10 and 1,000.
  • FIG. 1 Thoracic scanner in October 2005 of the patient of Example 1.
  • FIG. 2 Thoracic scanner in November 2008 of the patient of Example 1.
  • FIG. 3 Thoracic scanner in April 2009 of the patient of Example 1.
  • FIG. 4 Thoracic scanner in July 2009 of the patient of Example 1.
  • FIG. 5 Thoracic scanners in January and March 2010 of the patient of Example 3.
  • the present invention provides a new concept for selecting the most appropriate therapy at the individual level.
  • the drug selection is based on the biologic characteristics of the tumor of the individual to be treated in comparison to a normal sample from the same individual. Based on a score essentially based on the percentage of deregulated target genes or microRNAs for each drug, the relative efficacy of the drugs can be predicted for the individual in order to treat the specific tumour.
  • the method of the present invention is taking into account of, on one hand, the biological data of the tumor to be treated as a whole and, on the other hand, a plurality of drugs, preferably all existing drugs (either registered or in development).
  • a score is determined for each drug based on the biological characteristics of the specific tumour to be treated for a given subject. This score makes it possible to order the various drugs in decreasing order for their potential efficacy.
  • the physician can use these scores to select the optimal drug or combination of drugs for the given subject. This approach, allowing the association of each drug with a score depending on the biological characteristics of the tumour, constitutes the basis of this invention. Therefore, this invention is likely to meet the present needs for personalized medicine.
  • the method can be used both for registered drugs and for developed drugs (e.g., temporary authorization of use or clinical trials).
  • This concept thus consists in considering the choice of the therapy for the patient at the level of the individual depending on the intrinsic characteristics of his tumour and not on global results obtained from large groups of individuals.
  • the present invention is based on the combination of three fundamental points, detailed below, and which are combined together to optimize the choice of the strategy for each individual having a cancer:
  • the method of the invention will allow guiding the therapeutic choice because the available drugs will be ordered on their score basis, reflecting their potential therapeutic efficacy for the given tumour in an individual.
  • One advantage of the present method is that the relative efficacy of a plurality of drugs can be predicted for an individual without exposing the individual to drugs.
  • a plurality of drugs is intended at least or about 10, 20, 30, 40, 50 or 100 different drugs. Indeed, when a panel of drugs is available for treatment, one cannot be envisaged to try the treatment by each drug on the patient.
  • the present method allows the consideration of all potential therapeutic strategy and the selection of the most appropriate for the patient.
  • the scores for the plurality of drugs allow the determination of the relative efficacy of the plurality of drugs for treating the tumour of the considered individual.
  • a drug having a higher score than another drug is predicted to have a higher efficacy for treating the tumour.
  • treating is intended that the drug allows to stop or slow down the growth of the tumour, and/or to decrease the size of tumour even up to its disappearance.
  • treating is also intended to avoid the metastasis, the recurrence or the relapse.
  • the method of the invention does not depend on a cancer type.
  • the method of the invention can be used for any type of cancer including haematological tumour (e.g. leukemia, lymphoma) and bladder, breast, stomach, thyroid, prostate, testis, liver, pancreatic, bone, pancreatic, kidney, endometrial, melanoma, lung, gastric, colorectal, prostate, head or neck tumours, brain, neuroblastoma, and ovarian cancer.
  • haematological tumour e.g. leukemia, lymphoma
  • bladder e.g. leukemia, lymphoma
  • testis e.g. leukemia, lymphoma
  • liver pancreatic
  • bone pancreatic
  • kidney endometrial
  • melanoma melanoma
  • lung gastric, colorectal
  • prostate head or neck tumours
  • brain neuroblastoma
  • neuroblastoma ovarian cancer
  • the patient or individual is a human being.
  • Tumour characterization corresponds to the analysis, as exhaustive as possible, of the biological or gene anomalies (amplification, deletions, mutations, gene expression and the like) which characterize a given tumour for an individual.
  • the anomalies are determined in a tumour from the patient in comparison with a normal tissue of the same patient.
  • the tumour sample and the normal sample provides from the same type of tissue.
  • several technologies are available and can be combined.
  • the first technology is the gene analysis. This analysis can be carried out by CGH (Comparative Genomic Hybridization) which makes it possible to compare the tumoral DNA with the normal DNA of the same individual to detect chromosomal aberrations, i.e. the chromosomal losses or gains.
  • CGH Computer Genomic Hybridization
  • This technology is well-known by the man skilled in the art. As an illustration of this knowledge, the following reviews or reference books can be cited: Davies et al. (2005 , Chromosome Research, 13, 237-248). This technology can also help to identify translocations. It can be easily carried out with frozen biopsies or tumoral paraffin-included material. CGH results are expressed as the ratios of copy numbers in the tumoral material and in normal tissue.
  • a threshold of 0.5 is been acknowledged to describe a gain or a loss. More this ratio is high, more the amplitude of the anomaly is important. Thus, an important anomaly is likely to have a real impact at the biological level.
  • the chromosomal aberrations only represent a weak part of the origins of gene expression deregulation. This is why other technologies are necessary.
  • CGH have another advantage, to certify presence of tumoral samples in the tumoral biopsy or biospecimen, and this whenever an aberration can be detected.
  • the second technology allowing a functional genomic analysis corresponds to the measurement of mRNA and microRNA.
  • the determination of the expression level variation for these RNA is carried out by comparing the expression levels in a tumoral tissue and in the corresponding normal tissue.
  • the corresponding normal tissue is the normal colic mucosal tissue.
  • the gene expression analysis allows the study of the independent deregulations or deregulations due to chromosomal aberrations. Indeed, the regulation of the transformational activity of genes is complex and involves many levels of regulation: trans/cis transcription factors, promoters, chromatin regulation, and the like. Generally, all deregulations (over-expression or under-expression) are considered with a ratio tumour/normal of at least 2.
  • This threshold called “fold change” can thus have a positive value >2 or a negative value ⁇ 2.
  • the same concept applies to the microRNAs which play an important role in the post-transcriptional regulation of genes, therefore for the proteins expression.
  • Technologies that can be used comprise northern analysis, mRNA or cDNA microarrays, RT-PCT (in particular quantitative RT-PCR) and the like.
  • the level of transcription can be determined at the mRNA level or at the encoded protein level. Protein expression can be assessed by Western blotting, immunoassay, proteomics tools or mass spectrometry.
  • RNA expression determination can be supplemented by an analysis of the mutational status of genes. Indeed, the presence of mutation leading to a functional gain or loss has an important effect on biology of the tumour without being always connected to variations of gene expression or of gene copy number. Many mutations are known to have a direct effect on the activity of a treatment by inducing increased sensitivities or resistances. For example, the mutations in the tyrosine kinase domain of EGFR are often associated with sensitivity to the small molecules inhibiting EGFR, the mutations in KRAS gene are associated with resistance to the treatment by monoclonal antibodies targeting EGFR. In addition to mutational status, some SNP can also be detected. Indeed, SNP can be also associated to a functional gain or loss, a resistance or a toxicity for a drug. The mutational status can be determined by any method known in the art, for instance by sequencing, microsequencing or hybridization.
  • high throughput genomic technologies can be used to characterize in the most exhaustive possible way the biological anomalies of a given tumour from an individual to be treated.
  • the experimental data for each tumour are compiled in basic files being used for the application of the algorithms allowing calculation of a score for each drug.
  • These files comprise the copy number of genes, the mutations, the fold-changes or the intensities of signals (proportional to the number of transcripts or to the number of gene copy) for normal tissue (Intensity 1 or I1) and for tumoral tissue (intensity 2 or I2).
  • the functional genomic analysis allows the simultaneous measurement of 44,000 or more (for example 244,000) RNA sequences covering all the genome.
  • a filtration can be applied to retain only the probes having a ratio or fold-changes higher or lower than 2 and whose average of the intensities I1 and I2 is higher than 100 units of fluorescence (arbitrary units).
  • molecular anomalies refers herein to the gene expression differences (either mRNA, microRNA or protein expression), to a gain or loss of gene copy number, or to a mutation presence.
  • the exhaustive characterization of the tumour is replaced by the characterization of the target genes of the drug database.
  • specific array can be prepared to determine the gene expression level of all the target genes of the database.
  • a target gene for a drug can be, without being limited thereto, any gene documented to be involved in the drug mechanism of action, to be involved in the drug metabolism, to have a modified gene expression in presence of the drug, to be associated with a drug resistance, to be associated with a drug toxicity.
  • the database can be prepared based on the search in the public databases (such as CTD, DrugBank, PubMed, and the like) in order to identify the genes associated with each drug.
  • the database can be built based on the CTD (The Comparative Toxicogenomics Database, See Worldwide Website: ctd.mdibl.org) data for a selection of drugs and their molecular targets (genes), restricted to the human species (ID 9606). These data can be crossed with genes' information from LocusLink (gene symbol, RefSeq NM, gene description). Finally, each drug/gene interaction in the database can be qualified from the available publications, to determine the type of interactions: some positive interactions (target, sensitivity, drug activator, drug carrier, toxicity reverser), some negative interactions (resistance, toxicity, drug metabolism, apoptosis, death).
  • CTD The Comparative Toxicogenomics Database, See Worldwide Website: ctd.mdibl.org
  • LocusLink gene symbol, RefSeq NM, gene description
  • the target genes are classified into three categories: the major target genes, the minor target genes and the resistance genes.
  • the major target genes are those which have been demonstrated to have a clear cause and effect link with the drug mechanism of action.
  • HER2 gene is regarded as major target gene for trastuzumab
  • VEGFA gene is regarded as major target gene for bevacizumab, and the like.
  • a given drug can have one or more major target genes.
  • This category also includes the genes known to be involved in the drug metabolization when drugs are known to become active only when an active metabolite is generated.
  • the minor target genes are those which are found to be those whose level of regulation is modified in the presence of the drug, without a direct link with the drug mechanism of action.
  • the resistance genes comprise genes known to induce a direct resistance to the drug but also genes associated with a major toxicity.
  • ERCC1 gene is a target gene of resistance for the use of platinum salts.
  • some cytochrome P450 isoforms are associated with a major toxicity.
  • the considered target genes can only belong to the two following categories: the major target genes and the resistance genes.
  • a first drug database has been established by the inventors and is disclosed in Table 1. For some drugs, the target genes have been categorized.
  • the drug database can be incremented over the time, by categorizing target genes for a drug, and/or by adding new drug, new target genes and/or by including combination data (e.g. combination of drugs with radiotherapy or combination of drugs).
  • the method for predicting the relative efficacy of drugs can be carried out as soon as a preliminary database is ready.
  • An algorithm has been indentified for calculating a score for each drug in consideration of the tumour characteristics and the genes known to be in relation with a drug. This calculation can be carried out by specific softwares by using of the scripts developed under R for instance, and allowing the determination of the frequencies and the association links between the file of target genes for the drugs and the file integrating the data of the genomic analysis resulting from the biological investigation from the tumour of the individual.
  • the algorithm can take into account the following parameter:
  • the list of target genes for a given drug is compared with the list of deregulated genes in order to determine the percentage of deregulated genes for this drug. For instance, if 10 target genes have been identified for a given drug and, for a given tumour, 4 of the 10 target genes are found to be deregulated, then the percentage of deregulated genes for this drug is 40%.
  • An algorithm is used to calculate a score for each drug of the database in consideration of the tumour characterization for the subject to be treated.
  • a first basic algorithm that can be used in the method is the following:
  • W is the score for a given drug
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the individual
  • z is an optional multiplication coefficient associated to the presence of a mutation in a target gene
  • is sum
  • Fc>2 is the Fold Change of each deregulated target gene for a given drug with a Fold Change higher than 2;
  • nC Fc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2.
  • Fc>2 is the Fold Change of each over-expressed target gene for a given drug with a Fold Change higher than 2 and nC Fc>2 can refer to the number of target genes for the given drug with a Fold Change higher than 2, or the number of over-expressed target genes for the given drug with a Fold Change higher than 2.
  • the algorithm can be more complex in order to take into account the category of the target genes (e.g., major target gene, minor target gene or resistance target gene), for instance by introducing a multiplication coefficient.
  • the target genes e.g., major target gene, minor target gene or resistance target gene
  • W is the score for a given drug
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the individual
  • is sum
  • CM refers to major target gene for the given drug
  • Cm refers to minor target gene for the given drug
  • CR refers to resistance gene for the given drug
  • F CM , F Cm and F CR are the Fold change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
  • q 1 , q 2 and q 3 are multiplication coefficients for major target genes, minor target genes and resistance genes, respectively;
  • z 1 , z 2 and z 3 are optional multiplication coefficients associated to the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively.
  • multiplication coefficients for the target genes can be comprised between 10 and 1,000 for major target genes, 0.1 and 10 for minor target genes and 10 to 1,000 for resistance genes. Other values for multiplication coefficients are not excluded.
  • the multiplication coefficients associated to a mutation are 1 when no mutation exists. Depending on the functional impact of the mutation, the coefficient z can be comprised between 10 and 1,000, for instance. Other values for multiplication coefficients associated to a mutation are not excluded.
  • the defined threshold is a Fold change of at least 2 or higher than 2.
  • the consideration of a lower threshold is not excluded in the present method since a fold change of 1.5 can be significant for some genes.
  • F CM , F Cm and F CR can be the Fold Change of each over-expressed target gene for the given drug with the defined threshold and n 1 CM, n 2 Cm and n 3 CR can refer to the number of target genes for the given drug with the defined threshold, or the number of over-expressed target genes for the given drug with the defined threshold.
  • the defined threshold is a Fold change of at least 2 or higher than 2.
  • the consideration of a lower threshold is not excluded in the present method since a fold change of 1.5 can be significant for some genes.
  • F CM , F Cm and F CR can be the Fold Change of each over-expressed target gene for the given drug with the defined threshold and n 1 CM, n 2 Cm and n 3 CR can refer to the number of target genes for the given drug with the defined threshold, or the number of over-expressed target genes for the given drug with the defined threshold.
  • the algorithm can take into account the average intensity or intensity variation. This parameter is indicative of the transcription level of genes. Indeed, it can be considered that for a same Fold Change of 2, a gene deregulation can have a different weight depending on the intensity of the transcription, for instance 200/100 in comparison to 200,000/100,000.
  • a still more complex algorithm can be one of the followings:
  • Int CM , Int Cm and Int CR are the intensity for major target genes, minor target genes and resistance genes, respectively.
  • “Int” can be the intensity of the gene transcription in the tumour sample, the difference of the gene transcription between the tumour sample and the normal sample from the individual.
  • the method can be focused on the major target genes and the resistance genes, without taking into account of the minor target genes.
  • the algorithm could be one of the followings:
  • W P ( ( ⁇ CM ⁇ F CM ) n 1 ⁇ CM ⁇ q 1 ⁇ z 1 - ( ⁇ CR ⁇ F CR ) n 3 ⁇ CR ⁇ q 3 ⁇ z 3 )
  • W P CM ⁇ ( ⁇ CM ⁇ F CM ) n 1 ⁇ CM ⁇ q 1 ⁇ z 1 - P CR ⁇ ( ⁇ CR ⁇ F CR ) n 3 ⁇ CR ⁇ q 3 ⁇ z 3
  • W P ( ( ⁇ CM ⁇ F CM ⁇ Int CM ) n 1 ⁇ CM ⁇ q 1 ⁇ z 1 - ( ⁇ CR ⁇ F CR ⁇ Int CR ) n 3 ⁇ CR ⁇ q 3 ⁇ z 3 )
  • W P CM ⁇ ( ⁇ CM ⁇ F CM ⁇ Int CM ) n 1 ⁇ CM ⁇ q
  • the selected algorithm is validated with two models: a retrospective model (e.g., tumours for which chemotherapies have been performed and for which the response to treatments is known); and a prospective model allowing the evaluation of the efficacy of a particular treatment in relation with the score.
  • a retrospective model e.g., tumours for which chemotherapies have been performed and for which the response to treatments is known
  • a prospective model allowing the evaluation of the efficacy of a particular treatment in relation with the score.
  • some variables can be refined, in particular the multiplication coefficients, the consideration of the average intensity or not, the threshold of the fold change.
  • the method also considers other variants of the algorithm that could be proposed, the final objective staying to calculate a score for each drug based on the characteristic of the tumour of the individual to be treated, in particular on the biologic and genetic anomalies of the tumour.
  • the method of the present invention has been used in a patient case to help the practitioner to choose the most appropriate treatment.
  • the patient was a male Caucasian of 58 years old. He suffered of a non-small cell lung carcinoma (NSCLC), cT4, N0, M1.
  • NSCLC non-small cell lung carcinoma
  • cT4 non-small cell lung carcinoma
  • M1 non-small cell lung carcinoma
  • cisplatin-Gemzar a therapeutic line
  • taxotere a non-small cell lung carcinoma
  • navelbine a non-small cell lung carcinoma
  • taxol-carboplatin mediastinal radiotherapy
  • IRESSA alimta
  • tarceva pan Her inhibitor
  • HKI 272 pan Her inhibitor
  • FIG. 1 show NMR of mediastinal lymph node (C1) and adrenal node (C2). HKI was efficient; the patient remained in the study almost three years. However, after 37 months of HKI 272, a disease progression was observed ( FIG. 2 ). New subclavious metastasis appeared. This is one of the biggest problems in oncology today; even if there is initial response, a secondary resistance to treatment often occurs. Accordingly, the decision to stop HKI 272 treatment was taken since new metastasis occurred. It is important to mention that practitioners considered at that time that HKI 272 was the last therapeutic line available for this patient.
  • W is the score for a given drug
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the individual
  • z is 1 because, in this example, no mutation was detected
  • is sum
  • Fc>2 is the Fold Change of each deregulated target gene for a given drug with a Fold Change higher than 2;
  • nC Fc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2.
  • Table 2 shows the calculated scores. It can be observed that the drugs used in the previous therapeutic lines were associated with low scores, namely 108 for cisplatine, 70 for gemzar, 77 for taxotere, 147 for taxol, 82 for carboplatin, 66 for Iressa, and 73 for Alimta.
  • HKI 272 was stopped and a treatment with a combination of Xeloda (3 600 mg/day, from Day 1 to Day 14, every 21 days) and Lapatinib (1 250 mg/day) began.
  • the patient showed a rapid disease progression and demonstrated a degraded health.
  • Lapatinib an anti-HER1 and -HER2 inhibitor, was justified, even if no mutation was detected in EGFR, because EGF overexpressed 15 folds in the patient and it was needed to continue HKI 272.
  • overexpression of EGF in the tumor induces a constant activation of EGFR, that is why it appeared logic to assure the transition from HKI272 to another anti EGFR in order to cover the same spectra.
  • Xeloda (score 555) was selected based on algorithm's score.
  • the disease was stable but recurrential paralysis was observed. Accordingly, in February 2009, it was decided to add Thiotepa which showed the highest algorithm score (score 713). After two months of treatment with the combination Xeloda (3 600 mg/day, 5 days by week, 3 weeks on 4 weeks), Lapatinib (1 250 mg/day) and Thiotepa (15-30 mg/day, Days 1 and 2, every 4 weeks), the disease was stable ( FIG. 3 ). The disease was still stable for eleven months ( FIG. 4 ), no more recurrential paralysis occurred and the patient showed a good general status.
  • the present method allows the determination of future therapeutic combinations. Indeed, during cancer treatment, resistance often appears. At least three others drugs showed high scores and can be used in case of resistance to the combination Xeloda, Lapatinib and Thiotepa, namely fotemustine (score 627), rituximab (score 761) and trabectidin (score 376).
  • the present example proves the value of the method of the present invention to help the practitioner to select appropriate drugs based on the individual data.
  • the patient was 64 years old. He suffered of a bronchial adenocarcinoma T4 with bones and pleural metastases.
  • Two therapeutic lines have been used, namely cisplatin-Alimta and Tarceva. The first therapeutic line was associated with disease progression and the second was inefficient and led to a rapid progression.
  • a biopsy of normal bronchial mucosa and a tumoral biopsy were carried out and used for mutational analysis by sequencing, CGH, microRNAs analysis and Genome expression analysis.
  • CGH profile comprised numerous alteration (loss or gain), proving the tumoral status of the biopsy.
  • the drugs used in the two therapeutic lines which did not provide therapeutic efficacy are associated with low scores, namely 80 for cisplatine, 156 for alimta and 143 for Tarceva. Accordingly, the method of the invention should avoid the choice of such treatments.
  • a patient was diagnosed in May 2007 for a primary bronchial adenocarcinoma with bilateral pulmonary metastases and asymptomatic cerebral metastases.
  • a surgical treatment has been carried out in November 2008 and two therapeutic lines have been used, namely thirteen cycles of cisplatin-gemcitabin for the first line and Alimta for the second one.
  • the first line was associated with a partial response followed by a disease progression and the second line was only associated with a disease progression.
  • a normal bronchial biopsy and a pulmonary metastasis biopsy were carried out and used for mutational analysis by sequencing, CGH, microRNAs analysis and Genome expression analysis.
  • CGH profile comprised numerous aberrations (loss and gain throughout the genome) demonstrating the tumoral status of the biopsy.
  • the patient was 59 years old. He suffered of a non small cell bronchial carcinoma with adrenal metastases.
  • Two therapeutic lines have been used, namely three cycles of cisplatin-Alimta and three cycles of taxotere-cisplatine-avastin. These therapeutic lines were associated with a first step of stabilization and then a step of disease progression.
  • Normal and tumoral bronchial biopsies were carried out and used for mutational analysis by sequencing, CGH, microRNAs analysis and Genome expression analysis.
  • CGH profile is shown in FIG. 6 and comprises chromosomal aberrations in chromosome 11.
  • the following scores are associated with the drugs of the first and second therapeutic lines: cisplatine (48), Alimta (88), taxotere (107) and avastin (0). Those scores are consistent with the clinical data.
  • Normal muscle biopsy and pulmonary metastasis biopsy were carried out and used for mutational analysis by sequencing, CGH and Genome expression analysis.
  • CGH profile showed an important amplification of chromosome 16. It corresponds to an amplification of the PDGA locus.
  • Nilotinib is associated with a high score of 324 and is known to be active on the pathway of PDGFRA and PDGFRB. Accordingly, the inventors studied more precisely the PDGF pathway and obtained the following results.
  • PDGF D is overexpressed 18 fold in tumor versus normal tissue and will activate receptor beta-beta. It is worthwhile to mention that PDGFRB is also overexpressed 3 fold. PDFGA is overexpressed 8 fold and receptor PDGFRA is overexpressed 10 fold.
  • Nilotinib appears a good candidate of targeted therapies because it inhibits both receptors.
  • Nilotinib The patient is awaiting for regulatory authorization for Nilotinib treatment. His attending physician acknowledged this therapeutic choice.
  • FLUOROURACIL NM_005957 5,10-methylenetetrahydrofolate reductase (NADPH) MTHFR 18633250, 19203896 FLUOROURACIL NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 15585135, 18802399 resistance (avian)
  • FLUOROURACIL NM_004544 NADH dehydrogenase (ubiquinone) 1 alpha NDUFA10 15585135 subcomplex, 10, 42 kDa FLUOROURACIL NM_001145412; NM_001145413; NM_006164 nuclear factor (erythroid-derived 2)-like 2 NFE2L2 18692501 FLUOROURACIL NM_024522 Na+/K+ transporting ATPase interacting 1 NKAIN1 168960
  • FLUOROURACIL NM_005855 receptor G protein-coupled activity modifying protein 1 RAMP1 16896004 FLUOROURACIL NM_000321 retinoblastoma 1 RB1 18383818, 18678097 FLUOROURACIL NM_001135255; NM_001135256; NM_005610 retinoblastoma binding protein 4 RBBP4 18678097 FLUOROURACIL NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog
  • FLUOROURACIL NM_004614 thymidine kinase 2 mitochondrial TK2 19219653 FLUOROURACIL NM_003265 toll-like receptor 3 TLR3 18779317 FLUOROURACIL NM_021109 thymosin beta 4, X-linked TMSB4X 16364925 FLUOROURACIL — — TMSL8 15067352 FLUOROURACIL NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 17922852 death pathway 10b FLUOROURACIL NM_003810 tumor necrosis factor (ligand) superfamily, member 10 TNFSF10 19106633 FLUOROURACIL NM_003808; NM_172087; NM_172088 tumor necrosis factor (ligand) superfamily, member 13 TNFSF13 18423122 FLUOROURACIL NM_
  • FLUOROURACIL NM_004182 FLUOROURACIL NM_004182; NM_153477 ubiquitously-expressed transcript UXT 15585135 FLUOROURACIL NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 18494554 NM_001025369; NM_001025370; NM_001033756; NM_003376 FLUOROURACIL — — WBSCR1 15585135 FLUOROURACIL NM_017523; NM_199139 XIAP associated factor 1 XAF1 15843754 sensitivity FLUOROURACIL NM_021141 X-ray repair complementing defective repair in Chinese XRCC5 18546291 hamster cells 5 (double-strand-break rejoining) FLUOROURACIL NM_001469 X-ray repair complementing defective repair in Chinese XRCC6 18546291 ham
  • pombe CDC25C 15735757 CARMUSTINE NM_001260 cyclin-dependent kinase 8 CDK8 15980968 CARMUSTINE NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 15735757 resistance CARMUSTINE NM_005193 caudal type homeobox 4 CDX4 15980968 CARMUSTINE NM_001815 carcinoembryonic antigen-related cell adhesion CEACAM3 15980968 molecule 3 CARMUSTINE NM_005194 CCAAT/enhancer binding protein (C/EBP), beta CEBPB 15980968 CARMUSTINE NM_001114121; NM_001114122; NM_001274 CHK1 checkpoint homolog ( S.
  • C/EBP CCAAT/enhancer binding protein
  • PACLITAXEL NM_003842 PACLITAXEL NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 17922852 altered by 10b paclitaxel
  • PACLITAXEL NM_178014 tubulin, beta TUBB 15239142 target/resistance
  • pombe DOXORUBICIN NM_004342; NM_033138; NM_033139; caldesmon 1 CALD1 16044152 NM_033140; NM_033157 DOXORUBICIN NM_014289 calpain 6
  • CAPN6 16404146 DOXORUBICIN NM_001223; NM_033292; NM_033293; caspase 1, apoptosis-related cysteine peptidase CASP1 16001973 NM_033294; NM_033295 (interleukin 1, beta, convertase) DOXORUBICIN NM_001230; NM_032974; NM_032977 caspase 10, apoptosis-related cysteine peptidase CASP10 16001973 DOXORUBICIN NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 147578
  • pombe CDC25C 17320279, 19074854 sensitivity DOXORUBICIN NM_001098533; NM_001160367; NM_052987; cyclin-dependent kinase 10 CDK10 16404146 NM_052988 DOXORUBICIN NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 15823547, 16036217 DOXORUBICIN NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 14601052, 15141020, 15492826, 15601469, (following) 15781256, 15823547, 16168113, 16537896, 17974990, 15601469, 15555623, 19074854, 17682292, 17653088, 15781256, 16909308, 17079232, 17653088, 16705698, 16
  • pombe CHEK1 15489221, 15870702, 16036217, 17085670, 17088865, 17088865, 17085670, 17320279, 18698031 DOXORUBICIN NM_001005735; NM_007194; NM_145862 CHK2 checkpoint homolog ( S.
  • DOXORUBICIN NM_000602 serpin peptidase inhibitor DOXORUBICIN NM_000602 serpin peptidase inhibitor, clade E (nexin, plasminogen SERPINE1 15870702, 16705698 activator inhibitor type 1), member 1 DOXORUBICIN NM_001235 serpin peptidase inhibitor, clade H (heat shock protein SERPINH1 17680992 47), member 1, (collagen binding protein 1) DOXORUBICIN NM_005983; NM_032637 S-phase kinase-associated protein 2 (p45) SKP2 17893511 DOXORUBICIN NM_033125 solute carrier family 22 (organic cation/carnitine SLC22A16 15963465 transporter), member 16 DOXORUBICIN NM_003060 solute carrier family 22 (organic cation/carnitine SLC22A5 16283381 transporter), member 5 DOXORUBICIN
  • pombe CDC25C 19074854 HYDROXYUREA NM_018101 cell division cycle associated 8 CDCA8 17374387 HYDROXYUREA NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 16005713 resistance HYDROXYUREA NM_001827 CDC28 protein kinase regulatory subunit 2 CKS2 17374387 HYDROXYUREA NM_000114; NM_207032; NM_207033; endothelin 3 EDN3 15020278 altered by HU NM_207034 HYDROXYUREA NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 16005713 altered by HU NM_152873; NM_152874; NM_152875; NM_152876; NM_152877
  • DCLRE1A 15956246 IRINOTECAN NM_006400 dynactin 2 (p50) DCTN2 18927307 IRINOTECAN NM_000107 damage-specific DNA binding protein 2, 48 kDa DDB2 15956246 IRINOTECAN NM_030637 DDHD domain containing 1 DDHD1 18927307 IRINOTECAN NM_001039711; NM_001039712; NM_032998 death effector domain containing DEDD 18927307 IRINOTECAN NM_004084 defensin, alpha 1 DEFA1 15956246 IRINOTECAN NM_001144823; NM_005848 DENN/MADD domain containing 4A DENND4A 15956246 IRINOTECAN NM_003677 density-regulated protein DENR 18927307 IRINOTECAN NM_001145208; NM_018369 DEP domain containing 1B DEPDC1B 18
  • IRINOTECAN NM_004994 matrix metallopeptidase 9 (gelatinase B, 92 kDa MMP9 15956246 gelatinase, 92 kDa type IV collagenase)
  • IRINOTECAN NM_173496 membrane protein, palmitoylated 7 (MAGUK p55 MPP7 18927307 subfamily member 7)
  • ARSENIC NM_001629 arachidonate 5-lipoxygenase-activating protein ALOX5AP 15761015, 15 TRIOXIDE ARSENIC NM_001149; NM_020987 ankyrin 3, node of Ranvier (ankyrin G) ANK3 15761015 TRIOXIDE ARSENIC NM_001083625; NM_015208 ankyrin repeat domain 12 ANKRD12 15761015 TRIOXIDE ARSENIC NM_001150 alanyl (membrane) aminopeptidase ANPEP 15949261 TRIOXIDE ARSENIC NM_001002857; NM_001002858; NM_001136015; annexin A2 ANXA2 17547211 TRIOXIDE NM_004039 ARSENIC NM_001284 adaptor-related protein complex 3, sigma 1 subunit AP3S1 15761015 TRIOXIDE ARSENIC NM_020980 aqua
  • ARSENIC NM_000389 ARSENIC NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 12749819, 15961274 TRIOXIDE ARSENIC NM_000077; NM_058195; NM_058197 cyclin-dependent kinase inhibitor 2A (melanoma, p16, CDKN2A 15191659, 16008847, 16008847, TRIOXIDE inhibits CDK4) 15191659 ARSENIC NM_004936; NM_078487 cyclin-dependent kinase inhibitor 2B (p15, inhibits CDKN2B 11877046, 12679007, 12679007 TRIOXIDE CDK4) ARSENIC NM_001130851; NM_005192 cyclin-dependent kinase inhibitor 3 CDKN3 17547211 TRIOXIDE ARSENIC NM_001805 CCAAT/

Abstract

The present invention concerns a method for predicting the relative efficacy of a plurality of drugs for treating a tumour in an individual comprising the molecular characterization of the tumour, and the calculation of a score for the plurality of drugs essentially based on the percentage of deregulated target genes.

Description

    CROSS-REFERENCE TO RELATED APPLICATIONS
  • This application is a continuation of U.S. application Ser. No. 13/382,585, filed Feb. 8, 2012, which is the U.S. national stage application of International Patent Application No. PCT/EP2010/059648, filed Jul. 6, 2010, which claims the benefit of U.S. Provisional Patent Application No. 61/223,798, filed Jul. 8, 2009.
  • FIELD OF INVENTION
  • The present invention relates to the field of medicine, in particular personalized medicine in cancer therapy.
  • BACKGROUND OF THE INVENTION
  • The therapeutic care of the patients having cancer is primarily based on surgery, radiotherapy and chemotherapy which have to be used according to standard protocols. The curative surgery consists in removal of all the tumoral mass. However, this is not always possible to guarantee the absence of any residual disease after the ablation of the observable part of the tumour, even by experienced surgeons. This is why the surgery is generally used in combination is with radiotherapy and/or chemotherapy. Chemotherapy and/or radiotherapy can be used as neoadjuvant therapy or auxiliary or adjuvant therapy, or alone when the surgery is impossible. Neoadjuvant therapy is usually used when the tumoral mass is too important and requires a reduction before surgery. Auxiliary or adjuvant chemotherapy is used to treat the residual tumoral diseases and to limit the local recurrences or the metastatic relapses. When a tumour is detected at an inoperable stage, then the therapeutic care is only based on chemotherapy and/or radiotherapy. Surgery is marginally used in this context and has palliative objectives.
  • In any case, the choice of chemotherapy always raises the following questions: Which drug or combination of drugs is adapted to this type of cancer? What is the most adapted therapeutic strategy for this patient? What are the chances for observing a therapeutic benefit with the selected drugs?
  • The current medical practice consists in treating the patients according to the existing therapeutic protocols. In the majority of the cases, the choice of the therapeutic protocol is based on the anatomo-pathological and clinical data. These protocols apply in first, second, even third therapeutic line. When there is therapeutic failure, or for the metastatic stages, certain patient are included in clinical trials generally using broad selection criteria defining primarily, the location of the primitive tumour, the extension of the disease, the situation of the vital functions of the patient and certain specific contraindications of the drug under trial. Whatever the therapeutic approach (standard or clinical trial), only part of the treated population profits from the treatment whereas the remainder of the patients do not respond and show a progressing disease even under treatment.
  • To improve this situation, since many years, physicians and researchers are trying to identify markers for predicting the efficacy of the treatments for a given patient and to be able to adapt the treatment of each patient. Thus the concept of personalized medicine consists in adapting the therapeutic decision according to the anatomo-pathological, clinical characteristics but especially of the biological characteristics of the tumour.
  • Several examples are known without representing a solution useful for any patient having a cancer.
  • A first approach was the so-called “test-companion” assay, used for the first time for the trastuzumab (Herceptin®), a monoclonal antibody targeting the Her2/Neu receptor. In breast cancers, this drug is administered only when an amplification/overexpression of this receptor is observed. However, this overexpression does not guarantee a therapeutic response. Some resistances to Herceptin® can be explained by an activation of the Akt pathway, for instance. The association of an mTOR inhibitor (targeting the Akt pathway) can restore the sensitivity to Herceptin. Nevertheless, for some patients, the therapeutic benefit was observed in the absence of an amplification of the receptor.
  • The measurement of the expression level of the Her2 receptor is the first example of test companion and the majority of pharmaceutical companies or researchers are trying to reproduce this model considered as the first example of personalized medicine. The following examples are relevant to illustrate the concept of selection of the patients who could profit from a given drug:
      • Mutation or amplification of EGFR receptor and erlotinib/gefitinib;
      • Mutations c-Kit/PDGFRa and imatinib;
      • Translocation of Bcr-Abl and imatinib;
      • Amplification of HER2 and HER2 inhibitors;
      • Amplification of TOP2A and anthracyclines;
      • Deletion of PTEN and mTOR inhibitors;
      • Amplification of FGFR1 and FGFR1 inhibitors;
      • ERCC1 negative-treatment and platinum salts;
      • RAS mutations and treatment of colon cancer
      • etc.
  • In the case of breast cancer, prognostic molecular signatures, such as the tests Mamaprint® (developed by the Agendia company) or OncotypeDX® (company Genomic Health) are available. These signatures are used to determine if an auxiliary chemotherapy is necessary or not. But, although these tests make it possible to conclude on the need from an auxiliary chemotherapy, they do not make it possible to select the optimal therapy.
  • In short, the concept of personalized medicine corresponds to a selection of patients on biological criteria to increase the chances of response to a given therapy. Currently, these tests companion are rather used for the treatments by targeted therapies and make it possible to select the patients likely to profit from a given therapy but not to select the best therapy for a given patient. This is a major conceptual difference which constitutes the main interest of the present invention compared to the other markers proposed to date.
  • The anomalies of strong amplitude of the gene copy number (amplifications or deletions) modify the levels of gene expression. This mechanism of genomic deregulation is involved in the ontogenesis of many cancers. Amplifications of the EGFR gene are found in approximately 30% of lung cancers. The inhibition of EGFR in case of amplification is associated with a significant benefit in this same pathology. Similarly, MYCN is amplified in approximately 25% of the neuroblastoma and several studies showed the prognostic value of this anomaly in this pathology. Other oncogenes/anti-oncogenes (tumour suppressor genes) are frequently amplified/deleted in other types of tumours such HER, PTEN, PUTS, and the like.
  • Breast cancer presents an important frequency of chromosomal aberrations. Gene HER2 (ErbB2) is amplified in 10 to 20% of the cases. This amplification is associated with a hyper-expression of the Her2 protein and is involved in the tumoral transformation. A therapeutic strategy based on the targeting of this anomaly showed a benefit in the patients having HER2-positive breast cancer. In addition, the gene coding for the topoisomerase II is amplified in approximately 7% of breast cancers. This amplification is correlated with a good sensitivity to the anthracyclines, a class of drugs targeting the topoisomerase II. Other anomalies have often been observed in breast cancer. A1B1 gene is amplified in 10% of the cases, and leads to ontogenesis via the activation of AKT by the IGFR. FGF1R gene is amplified in 10% of case. The targeting of this protein by a tyrosine kinase inhibitor leads in vitro to a reduction of the cell multiplication. Similarly, amplifications of the genes EGFR, IGF1R or the deletions of PTEN can be treated by molecules targeting EGFR, IGF1R or mTOR, respectively.
  • In the scientific literature, certain works, among which those of A. Potti et al., propose a prediction of the drug's efficacy, primarily cytotoxicity, based on the analysis of the expression of genes selected from experiments on well-established cell lines (panel NCI60). These data allow the identification of expression profiles associated with the response for each tested molecule and this prediction is transposed to the human tumours. However, if this approach allows a molecule by molecule prediction, it does not allow the comparison of the efficacy of each molecule for a given patient in order to select the best drug. In addition, the one skilled in the art knows the limitations of in vitro model to perform in vivo predictions. These approaches tend to enrich the patient cohort for a given chemotherapy rather than to select a targeted individual therapy for a given patient on the basis of the intrinsic tumoral characteristics.
  • However, the choice of the appropriate chemotherapy in cancer treatment is a crucial issue. Indeed, most of the chemotherapies have very significant adverse effects and an erroneous choice (i.e., treatment without any therapeutic benefit) could lead to a cancer progression.
  • Up today, there is no marker efficient to select the most optimal therapeutic strategy for a given individual having a cancer. Accordingly, there is a strong need to methods of personalized medicine in the field of cancer treatment allowing the selection for a given individual of the most appropriate chemotherapy strategy.
  • SUMMARY OF THE INVENTION
  • The present invention concerns a method for predicting the relative efficacy of a plurality of drugs for treating a cancer in a patient comprising:
      • characterizing molecular anomalies of a tumour or metastase sample from the patient in comparison to a normal sample from the same patient, thereby determining the deregulated genes in the tumour;
      • providing a database comprising the target genes for each drug of the plurality of drugs;
      • determining a score for each drug of the plurality of drugs essentially based on the percentage of deregulated genes among the target genes for each drug in the tumour sample from the patient, thereby a higher score is predictive of a higher relative efficacy of the drug for treating the tumour in the patient. Preferably, the normal sample is the normal histologic counterpart to the primary tumor.
  • In particular, the step of characterizing molecular anomalies of a tumour sample comprises determining the genes differentially expressed in the tumour in comparison to the normal sample, and/or determining the gain or loss of gene copy number and/or detecting the presence of a mutation in a gene. Preferably, the step of characterizing molecular anomalies of a tumour sample comprises determining a fold change (F) for the differentially expressed genes and/or for the gain or loss of gene copy number and, optionally, further determining the intensity of the gene transcription (Int) for the differentially expressed genes.
  • Preferably, the target genes for each drug are classified in the database into the major target genes (CM), the minor target genes (Cm) and the resistance genes (CR).
  • In a first embodiment, the score (W) for a given drug is determined by the following algorithm:
  • W = Pz ( C F c > 2 ) n C F c > 2
  • wherein
  • W is the score for the given drug;
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the patient;
  • z is an optional multiplication coefficient associated to the presence of a mutation in a target gene of the given drug;
  • Σ is sum;
  • Fc>2 is the fold change of each deregulated target gene for the given drug with a Fold Change higher than 2;
  • nCFc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2.
  • Preferably, Fc>2 is the Fold Change of each over-expressed target gene for the given drug with a Fold Change higher than 2 and nCFc>2 is either the number of target genes for the given drug with a Fold Change higher than 2, or the number of over-expressed target genes for the given drug with a Fold Change higher than 2.
  • In a second embodiment, the score (W) for a given drug is determined by the following algorithm:
  • W = P ( ( CM F CM ) n 1 CM q 1 z 1 + ( Cm F Cm ) n 2 Cm q 2 z 2 - ( CR F CR ) n 3 CR q 3 z 3 )
  • wherein
  • W is the score for the given drug;
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the patient;
  • Σ is sum;
  • CM refers to major target genes for the given drug;
  • Cm refers to minor target genes for the given drug;
  • CR refers to resistance genes for the given drug;
  • n1CM, n2Cm and n3CR are respectively the number of deregulated target genes with a defined threshold for major target genes, minor target genes and resistance genes;
  • FCM, FCm and FCR are the Fold change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
  • q1, q2 and q3 are optional multiplication coefficients for major target genes, minor target genes and resistance genes, respectively;
  • z1, z2 and z3 are optional multiplication coefficients associated to the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively.
  • In a third embodiment, the score (W) for a given drug is determined by the following algorithm:
  • W = P CM ( CM F CM ) n 1 CM q 1 z 1 + P Cm ( Cm F Cm ) n 2 Cm q 2 z 2 - P CR ( CR F CR ) n 3 CR q 3 z 3
  • wherein the meaning of W, Σ, CM, Cm, CR, FCM, FCm, FCR, q1, q2, q3, z1, z2 and z3 are the same than the previous algorithm and PCM, PCm and PCR are the percentage of genes for the given drug which are deregulated in the tumour of the individual for major target genes, minor target genes and resistance genes, respectively.
  • In a fourth embodiment, the score (W) for a given drug is determined by one of the following algorithms:
  • W = P ( ( CM F CM × Int CM ) n 1 CM q 1 z 1 + ( Cm F Cm × Int Cm ) n 2 Cm q 2 z 2 - ( CR F CR × Int CR ) n 3 CR q 3 z 3 ) or W = P CM ( CM F CM × Int CM ) n 1 CM q 1 z 1 + P Cm ( Cm F Cm × Int Cm ) n 2 Cm q 2 z 2 - P CR ( CR F CR × Int CR ) n 3 CR q 3 z 3
  • wherein the meaning of W, Σ, CM, Cm, CR, FCM, FCm, FCR, q1, q2, q3, z1, z2 and z3, and if present PCM, PCm and PCR, are the same than the previous algorithm and IntCM, IntCm and IntCR are the intensity for major target genes, minor target genes and resistance genes, respectively.
  • In a fifth embodiment, the score (W) for a given drug is determined by one of the following algorithms:
  • W = P ( ( CM F CM ) n 1 CM q 1 z 1 - ( CR F CR ) n 3 CR q 3 z 3 ) or W = P CM ( CM F CM ) n 1 CM q 1 z 1 - P CR ( CR F CR ) n 3 CR q 3 z 3 or W = P ( ( CM F CM × Int CM ) n 1 CM q 1 z 1 - ( CR F CR × Int CR ) n 3 CR q 3 z 3 ) or W = P CM ( CM F CM × Int CM ) n 1 CM q 1 z 1 - P CR ( CR F CR × Int CR ) n 3 CR q 3 z 3
  • wherein the meaning of W, Σ, CM, CR, FCM, FCR, q1, q3, z1 and z3, and if present PCM, PCR, IntCM, and IntCR are the same as the previous algorithms.
  • Preferably, in the second to fifth embodiment, FCM, FCm and FCR are the Fold Change of each over-expressed target gene for the given drug with the defined threshold and n1CM, n2Cm and n3CR are either the number of target genes for the given drug with the defined threshold, or the number of over-expressed target genes for the given drug with the defined threshold. More preferably, the defined threshold is a Fold change of at least 2 or higher than 2.
  • In addition, in the second to fifth embodiment, multiplication coefficients for the target genes can be comprised between 10 and 1,000 for major target genes (q1), 0.1 and 10 for minor target genes (q2) and 10 to 1,000 for resistance genes (q3).
  • Furthermore, in the second to fifth embodiment, multiplication coefficients associated to a mutation z1, z2 and z3 are 1 when no mutation exists and, depending on the functional impact of the mutation, can be comprised between 10 and 1,000.
  • BRIEF DESCRIPTION OF THE DRAWINGS
  • FIG. 1: Thoracic scanner in October 2005 of the patient of Example 1.
  • FIG. 2: Thoracic scanner in November 2008 of the patient of Example 1.
  • FIG. 3: Thoracic scanner in April 2009 of the patient of Example 1.
  • FIG. 4: Thoracic scanner in July 2009 of the patient of Example 1.
  • FIG. 5: Thoracic scanners in January and March 2010 of the patient of Example 3.
  • DETAILED DESCRIPTION OF THE INVENTION
  • The present invention provides a new concept for selecting the most appropriate therapy at the individual level. The drug selection is based on the biologic characteristics of the tumor of the individual to be treated in comparison to a normal sample from the same individual. Based on a score essentially based on the percentage of deregulated target genes or microRNAs for each drug, the relative efficacy of the drugs can be predicted for the individual in order to treat the specific tumour.
  • General Concept
  • It is at the level of the optimal therapeutic strategy choice that applies the object of the present invention. For selecting the most appropriate therapeutic strategy, the method of the present invention is taking into account of, on one hand, the biological data of the tumor to be treated as a whole and, on the other hand, a plurality of drugs, preferably all existing drugs (either registered or in development). A score is determined for each drug based on the biological characteristics of the specific tumour to be treated for a given subject. This score makes it possible to order the various drugs in decreasing order for their potential efficacy. The physician can use these scores to select the optimal drug or combination of drugs for the given subject. This approach, allowing the association of each drug with a score depending on the biological characteristics of the tumour, constitutes the basis of this invention. Therefore, this invention is likely to meet the present needs for personalized medicine.
  • The method can be used both for registered drugs and for developed drugs (e.g., temporary authorization of use or clinical trials).
  • This concept thus consists in considering the choice of the therapy for the patient at the level of the individual depending on the intrinsic characteristics of his tumour and not on global results obtained from large groups of individuals.
  • The present invention is based on the combination of three fundamental points, detailed below, and which are combined together to optimize the choice of the strategy for each individual having a cancer:
      • The first point corresponds to the analysis, as exhaustive as possible, of the biological or gene anomalies (amplification, deletions, mutations, gene expression, microRNAs expression and the like) which characterize a given tumour for an individual.
      • The second point consists in the identification of genes known to be in relation with a drug.
      • The third point corresponds to the establishment of the connection between each drug and the anomalies detected in the tumour to be treated in an individual. An algorithm has been indentified for calculating a score for each drug in consideration of the tumour characteristics and the genes known to be in relation with a drug.
  • The method of the invention will allow guiding the therapeutic choice because the available drugs will be ordered on their score basis, reflecting their potential therapeutic efficacy for the given tumour in an individual.
  • One advantage of the present method is that the relative efficacy of a plurality of drugs can be predicted for an individual without exposing the individual to drugs. By a plurality of drugs is intended at least or about 10, 20, 30, 40, 50 or 100 different drugs. Indeed, when a panel of drugs is available for treatment, one cannot be envisaged to try the treatment by each drug on the patient. The present method allows the consideration of all potential therapeutic strategy and the selection of the most appropriate for the patient.
  • Indeed, the scores for the plurality of drugs allow the determination of the relative efficacy of the plurality of drugs for treating the tumour of the considered individual. Indeed, a drug having a higher score than another drug is predicted to have a higher efficacy for treating the tumour. By treating is intended that the drug allows to stop or slow down the growth of the tumour, and/or to decrease the size of tumour even up to its disappearance. By treating is also intended to avoid the metastasis, the recurrence or the relapse.
  • Another advantage is that the method does not depend on a cancer type. The method of the invention can be used for any type of cancer including haematological tumour (e.g. leukemia, lymphoma) and bladder, breast, stomach, thyroid, prostate, testis, liver, pancreatic, bone, pancreatic, kidney, endometrial, melanoma, lung, gastric, colorectal, prostate, head or neck tumours, brain, neuroblastoma, and ovarian cancer.
  • In a preferred embodiment, the patient or individual is a human being.
  • Tumour Characterization
  • Tumour characterization corresponds to the analysis, as exhaustive as possible, of the biological or gene anomalies (amplification, deletions, mutations, gene expression and the like) which characterize a given tumour for an individual. In particular, the anomalies are determined in a tumour from the patient in comparison with a normal tissue of the same patient. Preferably, the tumour sample and the normal sample provides from the same type of tissue. For the tumour characterization, several technologies are available and can be combined.
  • The first technology is the gene analysis. This analysis can be carried out by CGH (Comparative Genomic Hybridization) which makes it possible to compare the tumoral DNA with the normal DNA of the same individual to detect chromosomal aberrations, i.e. the chromosomal losses or gains. This technology is well-known by the man skilled in the art. As an illustration of this knowledge, the following reviews or reference books can be cited: Davies et al. (2005, Chromosome Research, 13, 237-248). This technology can also help to identify translocations. It can be easily carried out with frozen biopsies or tumoral paraffin-included material. CGH results are expressed as the ratios of copy numbers in the tumoral material and in normal tissue. A threshold of 0.5 is been acknowledged to describe a gain or a loss. More this ratio is high, more the amplitude of the anomaly is important. Thus, an important anomaly is likely to have a real impact at the biological level. However, the chromosomal aberrations only represent a weak part of the origins of gene expression deregulation. This is why other technologies are necessary. CGH have another advantage, to certify presence of tumoral samples in the tumoral biopsy or biospecimen, and this whenever an aberration can be detected.
  • The second technology allowing a functional genomic analysis corresponds to the measurement of mRNA and microRNA. The determination of the expression level variation for these RNA is carried out by comparing the expression levels in a tumoral tissue and in the corresponding normal tissue. For instance, in case of colon adenocarcinoma, the corresponding normal tissue is the normal colic mucosal tissue. The gene expression analysis allows the study of the independent deregulations or deregulations due to chromosomal aberrations. Indeed, the regulation of the transformational activity of genes is complex and involves many levels of regulation: trans/cis transcription factors, promoters, chromatin regulation, and the like. Generally, all deregulations (over-expression or under-expression) are considered with a ratio tumour/normal of at least 2. This threshold called “fold change” can thus have a positive value >2 or a negative value <−2. The same concept applies to the microRNAs which play an important role in the post-transcriptional regulation of genes, therefore for the proteins expression. Technologies that can be used comprise northern analysis, mRNA or cDNA microarrays, RT-PCT (in particular quantitative RT-PCR) and the like. The level of transcription can be determined at the mRNA level or at the encoded protein level. Protein expression can be assessed by Western blotting, immunoassay, proteomics tools or mass spectrometry.
  • These two types of analyses, CGH and RNA expression determination can be supplemented by an analysis of the mutational status of genes. Indeed, the presence of mutation leading to a functional gain or loss has an important effect on biology of the tumour without being always connected to variations of gene expression or of gene copy number. Many mutations are known to have a direct effect on the activity of a treatment by inducing increased sensitivities or resistances. For example, the mutations in the tyrosine kinase domain of EGFR are often associated with sensitivity to the small molecules inhibiting EGFR, the mutations in KRAS gene are associated with resistance to the treatment by monoclonal antibodies targeting EGFR. In addition to mutational status, some SNP can also be detected. Indeed, SNP can be also associated to a functional gain or loss, a resistance or a toxicity for a drug. The mutational status can be determined by any method known in the art, for instance by sequencing, microsequencing or hybridization.
  • In short, high throughput genomic technologies can be used to characterize in the most exhaustive possible way the biological anomalies of a given tumour from an individual to be treated. The experimental data for each tumour are compiled in basic files being used for the application of the algorithms allowing calculation of a score for each drug. These files comprise the copy number of genes, the mutations, the fold-changes or the intensities of signals (proportional to the number of transcripts or to the number of gene copy) for normal tissue (Intensity 1 or I1) and for tumoral tissue (intensity 2 or I2). The functional genomic analysis allows the simultaneous measurement of 44,000 or more (for example 244,000) RNA sequences covering all the genome. Preferably, a filtration can be applied to retain only the probes having a ratio or fold-changes higher or lower than 2 and whose average of the intensities I1 and I2 is higher than 100 units of fluorescence (arbitrary units).
  • The term “molecular anomalies” refers herein to the gene expression differences (either mRNA, microRNA or protein expression), to a gain or loss of gene copy number, or to a mutation presence.
  • In a particular embodiment of the invention, the exhaustive characterization of the tumour is replaced by the characterization of the target genes of the drug database. In this embodiment, specific array can be prepared to determine the gene expression level of all the target genes of the database.
  • Drug Database
  • For the method of the invention, it is necessary to provide a database with a list of target genes for each drug of the database. As explained before, a target gene for a drug can be, without being limited thereto, any gene documented to be involved in the drug mechanism of action, to be involved in the drug metabolism, to have a modified gene expression in presence of the drug, to be associated with a drug resistance, to be associated with a drug toxicity. The database can be prepared based on the search in the public databases (such as CTD, DrugBank, PubMed, and the like) in order to identify the genes associated with each drug. For instance, the database can be built based on the CTD (The Comparative Toxicogenomics Database, See Worldwide Website: ctd.mdibl.org) data for a selection of drugs and their molecular targets (genes), restricted to the human species (ID 9606). These data can be crossed with genes' information from LocusLink (gene symbol, RefSeq NM, gene description). Finally, each drug/gene interaction in the database can be qualified from the available publications, to determine the type of interactions: some positive interactions (target, sensitivity, drug activator, drug carrier, toxicity reverser), some negative interactions (resistance, toxicity, drug metabolism, apoptosis, death).
  • The identified genes can have different roles and significances. Therefore, in a preferred embodiment, the target genes are classified into three categories: the major target genes, the minor target genes and the resistance genes. The identification of these genes from the public data (public literatures and data banks) and their classification in the three categories form an integral part of this invention. The major target genes are those which have been demonstrated to have a clear cause and effect link with the drug mechanism of action. For example, HER2 gene is regarded as major target gene for trastuzumab, VEGFA gene is regarded as major target gene for bevacizumab, and the like. A given drug can have one or more major target genes. This category also includes the genes known to be involved in the drug metabolization when drugs are known to become active only when an active metabolite is generated. The minor target genes are those which are found to be those whose level of regulation is modified in the presence of the drug, without a direct link with the drug mechanism of action. The resistance genes comprise genes known to induce a direct resistance to the drug but also genes associated with a major toxicity. For example, ERCC1 gene is a target gene of resistance for the use of platinum salts. For example, some cytochrome P450 isoforms are associated with a major toxicity.
  • In a particular embodiment of the invention, the considered target genes can only belong to the two following categories: the major target genes and the resistance genes.
  • A first drug database has been established by the inventors and is disclosed in Table 1. For some drugs, the target genes have been categorized.
  • The drug database can be incremented over the time, by categorizing target genes for a drug, and/or by adding new drug, new target genes and/or by including combination data (e.g. combination of drugs with radiotherapy or combination of drugs).
  • More complete is the drug database, more accurate is the prediction. However, the method for predicting the relative efficacy of drugs can be carried out as soon as a preliminary database is ready.
  • Algorithm
  • An algorithm has been indentified for calculating a score for each drug in consideration of the tumour characteristics and the genes known to be in relation with a drug. This calculation can be carried out by specific softwares by using of the scripts developed under R for instance, and allowing the determination of the frequencies and the association links between the file of target genes for the drugs and the file integrating the data of the genomic analysis resulting from the biological investigation from the tumour of the individual.
  • The algorithm can take into account the following parameter:
  • 1) the whole percentage of deregulation of target genes of a drug. Therefore, the list of target genes for a given drug is compared with the list of deregulated genes in order to determine the percentage of deregulated genes for this drug. For instance, if 10 target genes have been identified for a given drug and, for a given tumour, 4 of the 10 target genes are found to be deregulated, then the percentage of deregulated genes for this drug is 40%.
  • 2) the deregulation extent and sense (e.g., over- or under-expression) of the target genes defined by a Fold Change (Fc) and an average intensity (AvgInt). These parameters can be defined either as a whole for the target genes or by each category (e.g., major target genes, minor target genes and resistance target genes).
  • 3) the presence of mutations in target genes known to have an effect on the given drug.
  • An algorithm is used to calculate a score for each drug of the database in consideration of the tumour characterization for the subject to be treated.
  • A first basic algorithm that can be used in the method is the following:
  • W = Pz ( C F c > 2 ) n C F c > 2
  • wherein
  • W is the score for a given drug;
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the individual;
  • z is an optional multiplication coefficient associated to the presence of a mutation in a target gene;
  • Σ is sum;
  • Fc>2 is the Fold Change of each deregulated target gene for a given drug with a Fold Change higher than 2;
  • nCFc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2.
  • In a particular embodiment of this algorithm, Fc>2 is the Fold Change of each over-expressed target gene for a given drug with a Fold Change higher than 2 and nCFc>2 can refer to the number of target genes for the given drug with a Fold Change higher than 2, or the number of over-expressed target genes for the given drug with a Fold Change higher than 2.
  • Of course, the algorithm can be more complex in order to take into account the category of the target genes (e.g., major target gene, minor target gene or resistance target gene), for instance by introducing a multiplication coefficient.
  • Such a more complex algorithm can be the following:
  • W = P ( ( CM F CM ) n 1 CM q 1 z 1 + ( Cm F Cm ) n 2 Cm q 2 z 2 - ( CR F CR ) n 3 CR q 3 z 3 )
  • wherein
  • W is the score for a given drug;
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the individual;
  • Σ is sum;
  • CM refers to major target gene for the given drug;
  • Cm refers to minor target gene for the given drug;
  • CR refers to resistance gene for the given drug;
      • n1CM, n2Cm and n3CR respectively are the number of deregulated target genes with a defined threshold for major target genes, minor target genes and resistance genes;
  • FCM, FCm and FCR are the Fold change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
  • q1, q2 and q3 are multiplication coefficients for major target genes, minor target genes and resistance genes, respectively;
  • z1, z2 and z3 are optional multiplication coefficients associated to the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively.
  • For instance, multiplication coefficients for the target genes can be comprised between 10 and 1,000 for major target genes, 0.1 and 10 for minor target genes and 10 to 1,000 for resistance genes. Other values for multiplication coefficients are not excluded.
  • The multiplication coefficients associated to a mutation are 1 when no mutation exists. Depending on the functional impact of the mutation, the coefficient z can be comprised between 10 and 1,000, for instance. Other values for multiplication coefficients associated to a mutation are not excluded.
  • In a preferred embodiment, the defined threshold is a Fold change of at least 2 or higher than 2. However, the consideration of a lower threshold is not excluded in the present method since a fold change of 1.5 can be significant for some genes.
  • In a particular embodiment, FCM, FCm and FCR can be the Fold Change of each over-expressed target gene for the given drug with the defined threshold and n1CM, n2Cm and n3CR can refer to the number of target genes for the given drug with the defined threshold, or the number of over-expressed target genes for the given drug with the defined threshold.
  • In an alternative complex algorithm, the formulae can be the following:
  • W = P CM ( CM F CM ) n 1 CM q 1 z 1 + P Cm ( Cm F Cm ) n 2 Cm q 2 z 2 - P CR ( CR F CR ) n 3 CR q 3 z 3
  • wherein the meaning of W, Σ, CM, Cm, CR, FCM, FCm, FCR, q1, q2, q3, z1, z2 and z3 are the same than the previous algorithm and PCM, PCm and PCR are the percentage of genes for the given drug which are deregulated in the tumour of the individual for major target genes, minor target genes and resistance genes, respectively.
  • Similarly, in a preferred embodiment, the defined threshold is a Fold change of at least 2 or higher than 2. However, the consideration of a lower threshold is not excluded in the present method since a fold change of 1.5 can be significant for some genes.
  • In a particular embodiment, FCM, FCm and FCR can be the Fold Change of each over-expressed target gene for the given drug with the defined threshold and n1CM, n2Cm and n3CR can refer to the number of target genes for the given drug with the defined threshold, or the number of over-expressed target genes for the given drug with the defined threshold.
  • In a particular embodiment, the algorithm can take into account the average intensity or intensity variation. This parameter is indicative of the transcription level of genes. Indeed, it can be considered that for a same Fold Change of 2, a gene deregulation can have a different weight depending on the intensity of the transcription, for instance 200/100 in comparison to 200,000/100,000.
  • Accordingly, a still more complex algorithm can be one of the followings:
  • W = P ( ( CM F CM × Int CM ) n 1 CM q 1 z 1 + ( Cm F Cm × Int Cm ) n 2 Cm q 2 z 2 - ( CR F CR × Int CR ) n 3 CR q 3 z 3 ) W = P CM ( CM F CM × Int CM ) n 1 CM q 1 z 1 + P Cm ( Cm F Cm × Int Cm ) n 2 Cm q 2 z 2 - P CR ( CR F CR × Int CR ) n 3 CR q 3 z 3
  • wherein the meaning of W, Σ, CM, Cm, CR, FCM, FCm, FCR, q1, q2, q3, z1, z2 and z3, and if present PCM, PCm and PCR, are the same than the previous algorithm and IntCM, IntCm and IntCR are the intensity for major target genes, minor target genes and resistance genes, respectively. “Int” can be the intensity of the gene transcription in the tumour sample, the difference of the gene transcription between the tumour sample and the normal sample from the individual.
  • In an additional embodiment, the method can be focused on the major target genes and the resistance genes, without taking into account of the minor target genes. In this embodiment, the algorithm could be one of the followings:
  • W = P ( ( CM F CM ) n 1 CM q 1 z 1 - ( CR F CR ) n 3 CR q 3 z 3 ) W = P CM ( CM F CM ) n 1 CM q 1 z 1 - P CR ( CR F CR ) n 3 CR q 3 z 3 W = P ( ( CM F CM × Int CM ) n 1 CM q 1 z 1 - ( CR F CR × Int CR ) n 3 CR q 3 z 3 ) W = P CM ( CM F CM × Int CM ) n 1 CM q 1 z 1 - P CR ( CR F CR × Int CR ) n 3 CR q 3 z 3
  • wherein the meaning of W, Σ, CM, CR, FCM, FCR, q1, q3, z1 and z3, and if present PCM, PCR, IntCM, and IntCR are the same than the previous algorithms.
  • Preferably, the selected algorithm is validated with two models: a retrospective model (e.g., tumours for which chemotherapies have been performed and for which the response to treatments is known); and a prospective model allowing the evaluation of the efficacy of a particular treatment in relation with the score.
  • During the algorithm validation tests, some variables can be refined, in particular the multiplication coefficients, the consideration of the average intensity or not, the threshold of the fold change. In addition, during this step, one can determine if it is preferable to use CGH or functional genomic analysis or both.
  • The method also considers other variants of the algorithm that could be proposed, the final objective staying to calculate a score for each drug based on the characteristic of the tumour of the individual to be treated, in particular on the biologic and genetic anomalies of the tumour.
  • Further aspects and advantages of this invention will be disclosed in the following examples, which should be regarded as illustrative and not limiting the scope of this invention.
  • EXAMPLES Example 1
  • At diagnosis, 70% of lung cancers are in late stages. They are non operable with a poor clinical outcome.
  • The method of the present invention has been used in a patient case to help the practitioner to choose the most appropriate treatment.
  • The patient was a male Caucasian of 58 years old. He suffered of a non-small cell lung carcinoma (NSCLC), cT4, N0, M1. Nine therapeutic lines have been used, namely cisplatin-Gemzar, taxotere, navelbine, taxol-carboplatin, mediastinal radiotherapy, IRESSA, alimta, tarceva and HKI 272 (pan Her inhibitor). For HKI 272, the patient has been included in a clinical trial.
  • HKI 272 began in October 2005. FIG. 1 show NMR of mediastinal lymph node (C1) and adrenal node (C2). HKI was efficient; the patient remained in the study almost three years. However, after 37 months of HKI 272, a disease progression was observed (FIG. 2). New subclavious metastasis appeared. This is one of the biggest problems in oncology today; even if there is initial response, a secondary resistance to treatment often occurs. Accordingly, the decision to stop HKI 272 treatment was taken since new metastasis occurred. It is important to mention that practitioners considered at that time that HKI 272 was the last therapeutic line available for this patient.
  • Subclavious metastasis was resected and used for complete molecular profiling. The features of the profiling were:
      • 1—comparison tumoral tissue versus normal lung tissue (T vs N);
      • 2—Comparative genome hybridzation (CGH) (T vs N);
      • 3—Gene expression (GE) comparison (T vs N);
      • 4—microRNA (miRNA) profiling (T vs N);
      • 5—Sequencing of genes including EGFR, p53, CTNNB1, AKT1, BRAF, KRAS, HRAS, NRAS, PIK3CA, FBXW7, EGFR, ERBB2, KIT, NOTCH1, PTEN, STK11, TP53, APC, MET, RB1, FGFR2, FGFR3, JAK2, TSC1, TSC2, CDKN2A, CDKN2A, TOP1, TOP2A, PDGFRA, VHL, CDK4, JAK1, TYK.
      • 6—No relevant mutations were found in any of these genes (for example no mutation of EGFR or other genes). Therefore mutations did not impact algorithm for this patient. Only relevant results obtained with gene expression were used.
  • Then, the algorithm of the present invention was applied on these data in order to predict the drug efficacy. A score for each drug was calculated based on the collected data. The algorithm used was the following:
  • W = Pz ( C F c > 2 ) n C F c > 2
  • wherein
  • W is the score for a given drug;
  • P is the percentage of target genes for the given drug which are deregulated in the tumour of the individual;
  • z is 1 because, in this example, no mutation was detected;
  • Σ is sum;
  • Fc>2 is the Fold Change of each deregulated target gene for a given drug with a Fold Change higher than 2;
  • nCFc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2.
  • Table 2 shows the calculated scores. It can be observed that the drugs used in the previous therapeutic lines were associated with low scores, namely 108 for cisplatine, 70 for gemzar, 77 for taxotere, 147 for taxol, 82 for carboplatin, 66 for Iressa, and 73 for Alimta.
  • On December 2008, HKI 272 was stopped and a treatment with a combination of Xeloda (3 600 mg/day, from Day 1 to Day 14, every 21 days) and Lapatinib (1 250 mg/day) began. At the beginning of this treatment, the patient showed a rapid disease progression and demonstrated a degraded health. Lapatinib, an anti-HER1 and -HER2 inhibitor, was justified, even if no mutation was detected in EGFR, because EGF overexpressed 15 folds in the patient and it was needed to continue HKI 272. Indeed, overexpression of EGF in the tumor induces a constant activation of EGFR, that is why it appeared logic to assure the transition from HKI272 to another anti EGFR in order to cover the same spectra. Xeloda (score 555) was selected based on algorithm's score.
  • The disease was stable but recurrential paralysis was observed. Accordingly, in February 2009, it was decided to add Thiotepa which showed the highest algorithm score (score 713). After two months of treatment with the combination Xeloda (3 600 mg/day, 5 days by week, 3 weeks on 4 weeks), Lapatinib (1 250 mg/day) and Thiotepa (15-30 mg/day, Days 1 and 2, every 4 weeks), the disease was stable (FIG. 3). The disease was still stable for eleven months (FIG. 4), no more recurrential paralysis occurred and the patient showed a good general status.
  • In addition, the present method allows the determination of future therapeutic combinations. Indeed, during cancer treatment, resistance often appears. At least three others drugs showed high scores and can be used in case of resistance to the combination Xeloda, Lapatinib and Thiotepa, namely fotemustine (score 627), rituximab (score 761) and trabectidin (score 376).
  • By using the present method for selecting drugs, unexpected results were obtained. Indeed, without the score predicting the potential efficacy of a drug for a particular patient, the practitioner would not select both Xeloda and Thiotepa. Indeed, there is no indication for these drugs in lung cancer, in particular NSCLC. The present method allowed reaching fourteen months of stability with a good general status for the patient, whereas the vital prognosis was only of few weeks at the initiation of the treatment with the combination of Xeloda and Thiotepa.
  • In conclusion, the present example proves the value of the method of the present invention to help the practitioner to select appropriate drugs based on the individual data.
  • Retrospectively, the use of the new predicting method clearly demonstrated that all previous therapeutic lines, totally inefficient, were associated with a very low predictive score, as described. This is exactly the purpose of this innovative method, to be able to provide a predictive determination of the efficacy of drugs, and in this example, there is perfect validation of the concept, since all used inefficient drugs are linked with low score.
  • Other patients experiment the new procedure, and the high added value of the present method is to demonstrate that each patient needs a unique combination of drugs. The method appears therefore extremely relevant in the area of individualized selection of treatments.
  • Example 2
  • The patient was 64 years old. He suffered of a bronchial adenocarcinoma T4 with bones and pleural metastases. Two therapeutic lines have been used, namely cisplatin-Alimta and Tarceva. The first therapeutic line was associated with disease progression and the second was inefficient and led to a rapid progression.
  • A biopsy of normal bronchial mucosa and a tumoral biopsy were carried out and used for mutational analysis by sequencing, CGH, microRNAs analysis and Genome expression analysis.
  • CGH profile comprised numerous alteration (loss or gain), proving the tumoral status of the biopsy.
  • Mutational analysis including the genes as listed in Example 1 results in the identification of a mutation G464V in BRAF gene (B-Raf proto-oncogene serine/threonine-protein kinase, GeneID 673). This mutation is postulated to be activating with intrinsic mitotic signalisation. Therefore, a treatment with sorafenib could be contemplated.
  • Based on Genome Expression analysis, scores have been calculated as detailed in Example 1 and are shown in the following table only for some relevant drugs.
  • Avg Avg
    Target Found Found Targets List Abs Abs (FC)
    Chemical Genes Target Genes List Targets (with fold-changes) (FC) UP-REG Score
    TIPIFARNIB 4 ABCB1 CYP3A4 CYP3A5 2 CYP3A4 (17.99) 20.73 20.73 1036
    (Zarnestra) UGT1A1 (2 + 0) CYP3A5 (23.46)
    (50.0%)
    BEVACIZUMAB 1 VEGFA 1 VEGFA (2.30, 7.27, 4.58 4.58 457
    (Avastin) (1 + 0) 4.15)
    (100.0%)
    AFLIBERCEPT 1 VEGFA 1 VEGFA (2.30, 7.27, 4.58 4.58 457
    (VEGF Trap) (1 + 0) 4.15)
    (100.0%)
    IFOSFAMIDE 11 BCL2, CASP9, CYP2A6, 4 CYP3A4 (17.99) 14.82 20.73 376
    (Cyfos, Holoxan, CYP2B6, CYP3A4, CYP3A5, (2 + 2) CYP3A5 (23.46)
    1000, IFEX, DNMT1, GSTM1, GSTP1, (36.4%) BCL2 (−4.42) CYP2B6 (−13.41)
    Ifex/Mesnex Kit, GSTT1, SLC34A1
    Ifosfamide/Mesna Kit,
    Isoendoxan, Mitoxana,
    Naxamide)
    ECTEINASCIDIN 743 4 CCNA2 CCNB1 CCNB2 E2F1 3 CCNA2 (4.55) CCNB1 4.24 4.24 317
    (Trabectedin, ET-743, (3 + 0) (2.95) CCNB2 (5.21)
    Yondelis) (75.0%)
    VINORELBINE 7 CASP3 CDKN2A PTGS2 3 PTGS2 (17.97) 7.46 10.16 290
    (Navelbine, Navelbine RALBP1 RBM17 SLC29A1 (2 + 1) SLC29A1 (2.36)
    Base) TUBB2A (42.9%) TUBB2A (−2.05)
    PEMETREXED 10 DHFR FAS FPGS GART GGH 4 DHFR (2.40, 2.26) 3.91 3.91 156
    (Alimta) RBM17 SLC19A1 TP53 TYMP (4 + 0) GART (3.29) SLC19A1
    TYMS (40.0%) (4.68) TYMS (5.32)
    GEFITINIB 57 ABCG2 ADORA1 AKT1 AREG 18 AREG (6.94) CYP3A4 6.69 7.42 143
    (Iressa, Irressat, AVEN CASP3 CGRRF1 (11 + 7) (17.99) CYP3A5 (23.46)
    Tarceva) COL4A3BP CORO1C CYP1A2 (31.6%) DUSP3 (3.18) EPOR
    CYP2C19 CYP2C9 CYP2D6 (2.02, 2.11) IFI6 (3.79)
    CYP2F1 CYP3A4 CYP3A5 NPTX2 (2.77) PHLDA2
    DUSP3 DUSP9 E2F1 EGF (5.98) PLBD1 (8.04) SKI
    EGFR EPOR EPS15 ERBB2 (2.09) TYMS (5.32)
    EREG ESR1 FGF6 GADD45A CYP2C9 (−2.94) CYP2F1
    GADD45G GARS GCLC GNB2 (−27.19, −7.80) EGF (−2.04)
    GUCY2D HBEGF IFI6 IGFBP3 EGFR (−3.99)
    IL8 LEPR MAPK1 MAPK3 MLH1 GADD45G (−3.12) GCLC
    NFKB1 NPTX2 NRL OSMR (−2.59) LEPR (−6.56)
    PARP1 PHLDA2 PLBD1 PTEN
    QSOX1 RBM7 RPA1 SFN SKI
    TGFA TNFRSF1B TYMS
    CISPLATIN 403 A2M ABCB1 ABCC1 ABCC2 137 ABHD2 (2.30, 2.58) 5.94 5.17 80
    (Abiplatin, ABCC5 ABHD11 ABHD2 ABR (63 + 71 + 3) ADAM10 (2.01) BACH1
    Biocisplatinum, ACSL3 ADAM10 ADFP (34.0%) (2.09) BAX (2.02) BBC3
    Briplatin, Carboquone, ADORA2B AHCYL1 AKAP12 (2.35) BCAM (2.00)
    Cis Pt II, Cismaplat, AKR1B1 AKT1 AKT2 AKT3 ALB BIRC2 (2.06) BIRC3
    Cisplatine, Cisplatyl, ANXA1 APEX1 ARF6 ARHGEF6 (4.00) BIRC5 (12.70)
    Citoplationo, ARID5B ARMCX2 ASS1 ASTN1 CCNE1 (3.18) CDKN1A
    Lederplatin, Neoplatin, ATP6V1G2 AXL B3GALT4 (2.33) CILP (4.39)
    Plastin, Platamine, BACH1 BAX BBC3 BCAM CNTNAP2 (20.81)
    Platiblastin, Platidiam, BCAS4 BCL2 BCL2L1 BCL2L12 CYP3A4 (17.99) DAB2
    Platinex, Platinol, BIRC2 BIRC3 BIRC5 BMP7 (2.33) DKK1 (51.55)
    Platinol-AQ, BTG2 C11ORF68 C11ORF9 ETV4 (2.96) FADS1
    Platinoxan, Randa) C19ORF2 C4ORF29 C7ORF16 (2.31, 2.17) FANCC
    CA2 CALCB CASP2 CASP3 (2.05) FEN1 (2.99, 3.13)
    CASP8 CASP9 CAT CAV1 FOS (32.01) GDF15
    CCDC85B CCNE1 CCNG2 (14.33) GLRX2 (2.53)
    CD151 CD55 CDC40 CDH3 GSTM3 (2.04) HHEX
    CDKL5 CDKN1A CDKN2AIP (3.59) HPCAL1 (2.96)
    CELSR2 CES2 CFHR1 CFLAR IFI30 (2.79) JUN (2.41)
    CIAPIN1 CIDEB CILP CKMT1B KLK3 (2.11) LANCL1
    CLU CNTF CNTNAP2 COL11A2 (2.60) LAPTM4B (3.54,
    COL4A5 CORO1C CREBBP 3.75) MAP2K6 (2.32)
    CTAGE4 CTDSP1 CTH MED21 (2.11) MEST
    CTNNAL1 CYCS CYP2C9 (8.01) MMP15 (3.00)
    CYP3A4 D6S2723E DAB2 MMP16 (3.26) NCOA3
    DDIT3 DDR1 DENND4A (2.54) NMI (2.13) NMU
    DEPDC6 DIABLO DKK1 DMBT1 (2.49) NR4A1 (3.47)
    DPYD DRAP1 DST EDN2 NUDT1 (2.01) PDXK
    EDNRA EGFR ELMO2 EMP3 (3.48, 2.73, 2.41)
    ENPP2 EP300 ERBB2 ERCC1 PMAIP1 (3.68) PRKCI
    ERCC2 ETV4 F8A3 FADD (2.83, 2.64) PTGS2
    FADS1 FAM129A FAM13A1 (17.97) PXDN (3.61,
    FAM46A FANCC FANCG FAS 4.00) RNASET2 (2.15)
    FASLG FASN FEN1 FGF7 RNF34 (2.28) SDC2
    FGF9 FGFR2 FGFR3 FKBP2 (3.25) SLC29A1 (2.36)
    FMOD FOS FOSL1 FOXC1 SP1 (2.15, 2.24) SPON1
    FTLL1 GADD45A GALNT7 (2.57) STEAP1 (2.90,
    GARS GAS1 GCLC GCLM 3.34, 2.83) STYX (2.41)
    GCNT1 GCNT2 GDF15 GLRX2 TANK (2.02) TERT
    GMPPA GOLGA8A GOLGA8B (2.54) TP53I3 (3.40)
    GOLSYN GPAA1 GPX3 GSTM1 TPI1 (2.88) TRAM1
    GSTM2 GSTM3 GSTO1 GSTP1 (2.56) TRIB3 (2.05, 2.13)
    GSTT1 GUCY1B3 GUK1 HERV- TYMS (5.32) UPK1B
    FRD HHEX HIF1A HLA-A HLA- (2.08) VEGFA (2.30,
    DPA3 HLA-G HNRNPA1 7.27, 4.15)
    HPCAL1 HSD17B8 HSPB1 A2M (−7.98) ABCC5 (−2.30,
    HSPE1 HTRA2 ICAM1 ID4 IFI30 −2.38) ANXA1 (−2.14)
    IFITM1 IGFBP3 IGFBP5 ARHGEF6 (−2.10)
    IL13RA1 IL1B IL1R1 IL4R IL6 ARID5B (−2.58, −2.20, −2.04)
    ITGA9 ITGAE ITGB4 ITPA JUN BCL2 (−4.42) BTG2
    KCNA5 KCNK1 KLF2 KLK1 (−2.33) CA2 (−3.62)
    KLK10 KLK11 KLK12 KLK15 CDH3 (−4.12) CELSR2 (−2.39)
    KLK2 KLK3 KLK4 KLK5 KLK6 CES2 (−2.61)
    KLK7 KLK8 KLK9 KRT17 CIDEB (−2.19) CLU (−8.31)
    KRT19 KRT4 LANCL1 COL4A5 (−2.74)
    LAPTM4B LASS4 LEPREL1 CTNNAL1 (−4.41)
    LIMCH1 LOH11CR2A LTBP1 CYP2C9 (−2.94) DDR1 (−2.50,
    M6PRBP1 MACF1 MAD2L2 −2.46) DMBT1 (−31.82)
    MAGED2 MAL MAP2K6 MCM2 DPYD (−4.02, −3.55)
    MED1 MED21 MEST MGMT DST (−3.08, −14.93)
    MLL MMP10 MMP15 MMP16 EGFR (−3.99) FAM129A
    MMP3 MPO MPP2 MRPS27 (−11.54, −14.34) FGF7 (−6.10,
    MT1A MT1F MT2A MT3 MVP −6.45, −2.30) FGF9
    MYC NAB1 NAIP NCOA3 (−2.12) FGFR2 (−15.60, −8.81)
    NDUFS8 NEAT1 NEDD9 NMI 8.81) FGFR3 (−3.11, −7.43)
    NMU NOTCH2 NOTCH4 NR1I2 FMOD (−2.27)
    NR4A1 NTHL1 NUDT1 OPTN FOXC1 (−3.90, −4.46)
    P4HA2 PAFAH1B3 PAPPA2 GAS1 (−2.36) GCLC (−2.59)
    PARD6A PARP1 PAX8 PBX1 GCLM (−3.92)
    PCNA PDIA3 PDXK PFDN5 GOLGA8A (−3.47, −2.17)
    PFKFB4 PFKP PGK1 PHIP GOLSYN (−3.18) GSTM2
    PHLDA1 PLP2 PMAIP1 PMPCA (−3.53) HLA-A (−2.18)
    PMS2L11 POLA1 POP4 PPIE ID4 (−2.25) ITGA9 (−2.61)
    PPP1R1B PPP3CB PRKCI KLK10 (−5.32, −12.20)
    PRKDC PRNP PRODH PROS1 KLK11 (−51.60) KLK12 (−21.92)
    PSMB10 PTEN PTGS1 PTGS2 KRT19 (−2.14)
    PTK2 PXDN QSOX1 RAB40B KRT4 (−11.12) LASS4 (−2.24)
    RAD21 RALB RALBP1 RASSF1 LIMCH1 (−2.87)
    RB1 RBCK1 RBM9 RBP1 RELA LTBP1 (−2.35) MACF1 (−2.02)
    RHOC RING1 RNASET2 RNF34 MAL (−12.81)
    RPL21 RPL36 RPL6 RPS14 MMP10 (−62.97) MT3 (−13.83,
    RPS18 RPS4Y2 RPS5 RRAGD −2.32) NAIP (−2.67)
    RUNX3 RXRB SCRN1 SDC2 PBX1 (−3.32, −3.26)
    SERPINB4 SERPINE2 SFN PHIP (−2.01) PHLDA1 (−3.12,
    SH2B3 SH3BGRL3 SLC15A1 −2.49) PPP1R1B (−3.30)
    SLC20A1 SLC29A1 SLC2A1 PTGS1 (−4.87)
    SLC31A1 SLC39A7 SLC6A12 RRAGD (−2.48) RUNX3
    SLC7A11 SLC7A8 SLPI (−4.02) SERPINB4 (−7.72)
    SNAP29 SNAPC3 SNRPA SLC31A1 (−2.78, −2.75,
    SOCS1 SOCS2 SOD2 SOD3 −2.79) SLPI (−10.90,
    SP1 SP100 SP110 SPINT2 −12.82) SOD3 (−5.07)
    SPON1 SPTLC2 STEAP1 STYX SWAP70 (−2.00)
    SULT1A1 SULT1A2 SWAP70 TF (−4.25, −4.55)
    SYNJ2 TANK TERT TF TFAP2A TNFSF10 (−3.01)
    TFB1M TGFA TGFB1 TLR2 TUBB2A (−2.05) UCP2 (−2.53)
    TMSL6 TNF TNFAIP3 TNFSF10 UGT1A6 (−16.01, −24.90)
    TNFSF13 TP53 TP53I3 TP73 VAV3 (−7.76)
    TPI1 TRADD TRAM1 TRAP1 WFDC2 (−14.33, −12.71)
    TRIB3 TRIP13 TSPAN12 XPA (−2.62) XRCC1 (−2.80)
    TUBA1A TUBB2A TXN BCAS4 (2.21, −2.07)
    TXNDC13 TXNRD1 TYMP CYCS (−2.70, 2.03)
    TYMS UCP2 UGDH UGT1A1 PRNP (−4.40, 2.43)
    UGT1A3 UGT1A6 UMPS
    UPK1B USP14 VAPAVAV3
    VEGFA VPS52 WDR46 WFDC2
    WWC1 XIAP XPA XRCC1
    XRCC5 XRCC6 YARS ZFP36L1
    ZFP36L2 ZNF192 ZNRD1
  • Accordingly, it can be observed that the drugs used in the two therapeutic lines, which did not provide therapeutic efficacy are associated with low scores, namely 80 for cisplatine, 156 for alimta and 143 for Tarceva. Accordingly, the method of the invention should avoid the choice of such treatments.
  • Since January 2010, Vinorelbine, associated with a score of 290, has been selected for treating the patient. At the beginning, the patient has a very worsened general status. Three months later, the disease was stable, then progressed. In conclusion, although the drug associated with the best score has not been selected, the selected drug showed efficacy, conferring three months survival.
  • Example 3
  • A patient was diagnosed in May 2007 for a primary bronchial adenocarcinoma with bilateral pulmonary metastases and asymptomatic cerebral metastases. A surgical treatment has been carried out in November 2008 and two therapeutic lines have been used, namely thirteen cycles of cisplatin-gemcitabin for the first line and Alimta for the second one. The first line was associated with a partial response followed by a disease progression and the second line was only associated with a disease progression.
  • A normal bronchial biopsy and a pulmonary metastasis biopsy were carried out and used for mutational analysis by sequencing, CGH, microRNAs analysis and Genome expression analysis.
  • CGH profile comprised numerous aberrations (loss and gain throughout the genome) demonstrating the tumoral status of the biopsy.
  • Mutational analysis including the genes as listed in Example 1 did not lead to the identification of any mutation.
  • Based on Genome Expression analysis, scores have been calculated as detailed in Example 1 and are shown in the following table only for some relevant drugs.
  • Avg
    Abs
    Avg (FC)
    Target Found Found Targets List (with Abs UP-
    Chemical Genes Target Genes List Targets fold-changes) (FC) REG Score
    CARBOPLATIN 16 ALB BAX BCL2 BCL2L12 BIRC2 6 ALB (84.71) BAX (2.03) 16.14 29.85 559
    (Paraplatin, CASP3 CASP9 DCT DPYD ERBB2 FAS (3 + 3) PTGS2 (2.81)
    Paraplatin-AQ) PARP1 PCNA PTGS2 RBM17 TYMS (37.5%) CASP3 (−2.56) DPYD (−2.07)
    FAS (−2.69)
    BEVACIZUMAB 1 VEGFA 1 VEGFA (3.18, 3.55, 4.81, 3.84 3.84 384
    (Avastin) (1 + 0) 3.82)
    (100.0%)
    AFLIBERCEPT 1 VEGFA 1 VEGFA (3.18, 3.55, 4.81, 3.84 3.84 384
    (VEGF Trap) (1 + 0) 3.82)
    (100.0%)
    CEDIRANIB 2 FLT1 FLT4 1 FLT1 (4.36, 5.59) 4.98 4.98 248
    (Recentin) (1 + 0)
    (50.0%)
    AXITINIB 6 FLT1 FLT4 KDR KIT PDGFRA PDGFRB 3 FLT1 (4.36, 5.59) 4.68 4.68 234
    (3 + 0) PDGFRA (4.21, 3.56)
    (50.0%) PDGFRB (5.18)
    CAMPTOTHECIN 57 ABCB1 AGRN ALB ANXA4 BAX BCL2 16 AGRN (2.26, 2.29, 2.11) 8.40 14.18 199
    BID BIRC5 BRCA1 BRCA2 CAB39 (8 + 8) ALB (84.71) BAX (2.03)
    CASP2 CASP3 CCNB1 CDK2 CDKN1A (28.1%) LGALS1 (3.09) PLK3
    CEACAM1 CEBPZ CTSB CYCS DPYD (2.10) PPP1R1B (5.31)
    EI24 EP300 EPM2AIP1 FDXR GSTP1 THBS1 (10.46, 9.80)
    HNRNPC IL1B IL8 JUN LGALS1 VEGFA (3.18, 3.55, 4.81,
    MAP2K3 MAP3K5 MAPK9 MAPT 3.82)
    MDM2 NCK2 PARP1 PLK3 PPP1R1B ABCB1 (−2.74) CASP3 (−2.56)
    PRC1 RAD51 RB1 RBL1 RBL2 SDC1 DPYD (−2.07) FDXR
    TAP1 TAX1BP3 THBS1 TNFSF9 TOP1 (−4.08) GSTP1 (−2.04)
    TP53 TP53I3 TP53TG1 TYMS VEGFA MDM2 (−2.46) TAP1 (−2.71)
    XIAP TP53TG1 (−2.28)
    VINORELBINE 7 CASP3 CDKN2A PTGS2 RALBP1 4 CDKN2A (9.83, 6.61) 4.12 4.64 198
    (Navelbine, RBM17 SLC29A1 TUBB2A (3 + 1) PTGS2 (2.81) TUBB2A
    Navelbine Base) (57.1%) (2.88)
    CASP3 (−2.56)
    GEMCITABINE 158 AGPAT2 ALDH1A3 ALDH6A1 ANAPC1 48 ANTXR1 (2.23, 2.64, 3.53) 6.60 6.60 129
    (DDFC, DFDC, ANK3 ANKRD1 ANTXR1 ARF1 ATF3 (31 + 17) BAX (2.03) CLIC4 (2.63,
    GEO, Gemcin, BAIAP1 BAX BCL2 BCL2L1 BCL2L11 (30.4%) 2.54, 2.54) CTHRC1
    Gemcitabina, BCL6 BIRC2 BIRC3 BIRC5 BNIP3L (19.05) DLG2 (3.80) ETV1
    Gemcitabine, C15ORF15 C1ORF144 C4ORF18 (3.09, 3.19) GAL3ST1
    HCl, Gemcitabine CASP3 CCL20 CCND1 CCNG2 CD40 (5.88) GAS1 (2.17) GPC3
    hydrochloride, CDA CDH1 CDKN1A CEBPB CKB (3.00) HOXB2 (2.95, 2.38)
    Gemcitabinum, CLIC4 CMPK COX3 CSRP2 CTHRC1 IFIT1 (2.11) IL6 (2.67)
    Gemtro, Gemzar) CXCL1 CXCL2 CXCL3 CYP24A1 DDIT4 JAM3 (2.13, 2.01) KLF8
    DHX9 DLG2 DNCH1 DPYD EDN2 (3.81) KRT8 (2.56, 2.55)
    EGFR EGR1 ETV1 EVI2B FBXO25 MAF (2.66, 2.91) NEDD9
    FGG FOSL2 FXYD3 GAL3ST1 GAS1 (3.66) NEU1 (2.80) NNMT
    GLRX GPC3 GTF2A1 HDAC9 HIF1A (3.15) NRP1 (2.03, 3.00,
    HIST1H4B HIST1H4C HOXB2 HSPA1L 2.60) PLAU (9.25) RGS2
    HSPA5 IFIT1 IL6 INSIG1 IQGAP1 (3.75) SCD (3.76, 3.04,
    IRAK2 IRF3 ITSN2 JAM3 KCTD12 KLF8 3.90) SLC2A3 (4.22, 7.94)
    KRT8 LARP5 LIFR LRRC28 LYZ MAF SPP1 (70.93)
    MAGEA10 MAGEC1 MAP17 MARCKS TNFRSF11B (12.11, 8.17)
    MARS MDM2 MGMT MXI1 MYB TYRP1 (13.30) VEGFA
    NCBP1 NEDD9 NEU1 NFKB2 NFKBIE (3.18, 3.55, 4.81, 3.82)
    NNMT NPEPPS NR4A3 NRG1 NRP1 WBP5 (2.13) ZNF274
    P2RY5 PAQR8 PARP1 PCSK9 PDPK1 (3.73) ZNF521 (2.79)
    PJA2 PLAU PPFIA4 PPP1R15A PSAT1 ANK3 (−3.59, −3.38, −3.62)
    PTEN PTGS1 PTPN11 RAB8A RBM17 BIRC3 (−2.27)CASP3 (−2.56)
    RELA RGS2 RNF149 RPL37 RRAGD CCL20 (−10.90)
    RRM1 SAT SCD SLC25A29 SLC29A1 CD40 (−2.36) CXCL1 (−47.43)
    SLC2A14 SLC2A3 SLC43A3 SLITRK2 CXCL2 (−2.14, −5.83)
    SPP1 SYNCRIP TCOF1 TERT TGFB2 CXCL3 (−4.04)
    TNF TNFAIP3 TNFRSF11B TP53 CYP24A1 (−2.10) DPYD (−2.07)
    TP53BP1 TP53INP1 TRAF1 TUBE1 FXYD3 (−2.79)
    TYMP TYMS TYRP1 UBE2C UGGT2 HDAC9 (−4.09) LYZ (−7.83)
    VEGFA VGF VLDLR WBP5 WNT5A MDM2 (−2.46)
    XIAP ZNF274 ZNF449 ZNF521 MGMT (−2.34) MYB (−8.21)
    NRG1 (−2.47, −3.36)
    CISPLATIN 403 A2M ABCB1 ABCC1 ABCC2 ABCC5 112 A2M (2.45) ABCC2 (4.03, 5.94 4.76 80
    (Abiplatin, ABHD11 ABHD2 ABR ACSL3 ADAM10 (68 + 43 + 1) 3.37) AKAP12 (2.40)
    Biocisplatinum, ADFP ADORA2B AHCYL1 AKAP12 (27.8%) AKT3 (3.10) ALB (84.71)
    Briplatin, AKR1B1 AKT1 AKT2 AKT3 ALB ANXA1 BAX (2.03) CA2 (2.50)
    Carboquone, Cis APEX1 ARF6 ARHGEF6 ARID5B CCNE1 (3.72) CILP (3.81)
    Pt II, Cismaplat, ARMCX2 ASS1 ASTN1 ATP6V1G2 AXL COL11A2 (21.07) DAB2
    Cisplatine, B3GALT4 BACH1 BAX BBC3 BCAM (2.64) DKK1 (6.38)
    Cisplatyl, BCAS4 BCL2 BCL2L1 BCL2L12 BIRC2 EDNRA (2.53, 2.37)
    Citoplationo, BIRC3 BIRC5 BMP7 BTG2 C11ORF68 ENPP2 (2.36) ERCC2
    Lederplatin, C11ORF9 C19ORF2 C4ORF29 (2.03) FADS1 (3.44, 3.92)
    Neoplatin, C7ORF16 CA2 CALCB CASP2 CASP3 FANCC (2.22) FASN
    Plastin, CASP8 CASP9 CAT CAV1 CCDC85B (2.36) FGF7 (2.19, 3.31,
    Platamine, CCNE1 CCNG2 CD151 CD55 CDC40 2.06, 2.66) FMOD (2.38)
    Platiblastin, CDH3 CDKL5 CDKN1A CDKN2AIP GARS (2.10) GAS1 (2.17)
    Platidiam, CELSR2 CES2 CFHR1 CFLAR GCNT1 (2.06) GDF15
    Platinex, Platinol, CIAPIN1 CIDEB CILP CKMT1B CLU (3.10) GPX3 (2.08)
    Platinol-AQ, CNTF CNTNAP2 COL11A2 COL4A5 GSTM1 (4.71) GSTM3
    Platinoxan, CORO1C CREBBP CTAGE4 CTDSP1 (5.35, 5.57) GUCY1B3
    Randa) CTH CTNNAL1 CYCS CYP2C9 (2.65) HHEX (2.27)
    CYP3A4 D6S2723E DAB2 DDIT3 DDR1 HPCAL1 (2.54) ICAM1
    DENND4A DEPDC6 DIABLO DKK1 (5.72) ID4 (2.59) IGFBP3
    DMBT1 DPYD DRAP1 DST EDN2 (2.97, 2.56) IGFBP5 (3.91,
    EDNRA EGFR ELMO2 EMP3 ENPP2 2.60, 2.94) IL13RA1 (2.10,
    EP300 ERBB2 ERCC1 ERCC2 ETV4 2.42) IL1R1 (2.41, 2.24)
    F8A3 FADD FADS1 FAM129A IL6 (2.67) ITGA9 (3.20,
    FAM13A1 FAM46A FANCC FANCG 4.54) KLK8 (4.87) LIMCH1
    FAS FASLG FASN FEN1 FGF7 FGF9 (2.71, 2.26) LTBP1 (2.86)
    FGFR2 FGFR3 FKBP2 FMOD FOS MACF1 (3.18, 3.43) MAL
    FOSL1 FOXC1 FTLL1 GADD45A (2.83) MEST (5.64)
    GALNT7 GARS GAS1 GCLC GCLM MMP15 (3.05) MMP16
    GCNT1 GCNT2 GDF15 GLRX2 GMPPA (3.43) NEDD9 (3.66)
    GOLGA8A GOLGA8B GOLSYN GPAA1 PAFAH1B3 (2.04) PAX8
    GPX3 GSTM1 GSTM2 GSTM3 GSTO1 (2.17) PFKFB4 (2.76)
    GSTP1 GSTT1 GUCY1B3 GUK1 PPP1R1B (5.31) PRKCI
    HERV-FRD HHEX HIF1A HLA-A HLA- (2.31, 2.39) PRODH
    DPA3 HLA-G HNRNPA1 HPCAL1 (3.77) PTGS2 (2.81)
    HSD17B8 HSPB1 HSPE1 HTRA2 PXDN (10.10, 19.71)
    ICAM1 ID4 IFI30 IFITM1 IGFBP3 SCRN1 (2.76) SDC2
    IGFBP5 IL13RA1 IL1B IL1R1 IL4R IL6 (3.16) SERPINE2 (2.63)
    ITGA9 ITGAE ITGB4 ITPA JUN KCNA5 SLC39A7 (3.59) SPINT2
    KCNK1 KLF2 KLK1 KLK10 KLK11 (2.47) SPON1 (2.80)
    KLK12 KLK15 KLK2 KLK3 KLK4 KLK5 STYX (2.12) SWAP70
    KLK6 KLK7 KLK8 KLK9 KRT17 KRT19 (2.36) TGFB1 (2.40)
    KRT4 LANCL1 LAPTM4B LASS4 TRIB3 (8.75) TUBB2A
    LEPREL1 LIMCH1 LOH11CR2A LTBP1 (2.88) VEGFA (3.18, 3.55,
    M6PRBP1 MACF1 MAD2L2 MAGED2 4.81, 3.82) WWC1 (2.43)
    MAL MAP2K6 MCM2 MED1 MED21 ABCB1 (−2.74) ABHD2 (−2.82,
    MEST MGMT MLL MMP10 MMP15 −2.33, −2.55)
    MMP16 MMP3 MPO MPP2 MRPS27 ADORA2B (−4.27) BIRC3
    MT1A MT1F MT2A MT3 MVP MYC (−2.27) CASP3 (−2.56)
    NAB1 NAIP NCOA3 NDUFS8 NEAT1 CES2 (−2.08) CLU (−4.24)
    NEDD9 NMI NMU NOTCH2 NOTCH4 COL4A5 (−3.24) DMBT1
    NR1I2 NR4A1 NTHL1 NUDT1 OPTN (−34.95) DPYD (−2.07) FAS
    P4HA2 PAFAH1B3 PAPPA2 PARD6A (−2.69) FGFR2 (−4.25, −4.25)
    PARP1 PAX8 PBX1 PCNA PDIA3 FGFR3 (−2.10, −2.89)
    PDXK PFDN5 PFKFB4 PFKP PGK1 FOXC1 (−2.51, −3.13)
    PHIP PHLDA1 PLP2 PMAIP1 PMPCA GCLC (−2.03) GCLM
    PMS2L11 POLA1 POP4 PPIE (−3.16, −2.98) GOLSYN (−3.36)
    PPP1R1B PPP3CB PRKCI PRKDC GSTP1 (−2.04) HLA-
    PRNP PRODH PROS1 PSMB10 PTEN A (−2.16, −2.37) HLA-G (−2.84)
    PTGS1 PTGS2 PTK2 PXDN QSOX1 KLK10 (−3.75, −5.35)
    RAB40B RAD21 RALB RALBP1 KLK11 (−10.49) KLK3 (−9.01)
    RASSF1 RB1 RBCK1 RBM9 RBP1 KRT17 (−3.10) KRT4
    RELA RHOC RING1 RNASET2 RNF34 (−4.61) MGMT (−2.34)
    RPL21 RPL36 RPL6 RPS14 RPS18 MMP10 (−12.00) MT3 (−8.76)
    RPS4Y2 RPS5 RRAGD RUNX3 RXRB NAB1 (−2.03)
    SCRN1 SDC2 SERPINB4 SERPINE2 NEAT1 (−2.29, −2.02) NMU
    SFN SH2B3 SH3BGRL3 SLC15A1 (−7.07) PMAIP1 (−3.07)
    SLC20A1 SLC29A1 SLC2A1 SLC31A1 PSMB10 (−3.25)
    SLC39A7 SLC6A12 SLC7A11 SLC7A8 SERPINB4 (−71.70)
    SLPI SNAP29 SNAPC3 SNRPA SOCS1 SLC31A1 (−2.06) SLPI (−17.09,
    SOCS2 SOD2 SOD3SP1 SP100 −28.09) SOD2 (−2.54)
    SP110 SPINT2 SPON1 SPTLC2 TF (−15.98, −17.72)
    STEAP1 STYX SULT1A1 SULT1A2 TNFSF10 (−3.33) UGT1A6
    SWAP70 SYNJ2 TANK TERT TF (−8.88, −8.56) UPK1B (−28.60)
    TFAP2A TFB1M TGFA TGFB1 TLR2 VAV3 (−4.99, −3.12)
    TMSL6 TNF TNFAIP3 TNFSF10 WFDC2 (−20.20, −15.05)
    TNFSF13 TP53 TP53I3 TP73 TPI1 DST (2.30, 2.14, 2.36, −2.86)
    TRADD TRAM1 TRAP1 TRIB3 TRIP13
    TSPAN12 TUBA1A TUBB2A TXN
    TXNDC13 TXNRD1 TYMP TYMS UCP2
    UGDH UGT1A1 UGT1A3 UGT1A6
    UMPS UPK1B USP14 VAPA VAV3
    VEGFA VPS52 WDR46 WFDC2 WWC1
    XIAP XPA XRCC1 XRCC5 XRCC6
    YARS ZFP36L ZFP36L2 ZNF192
    ZNRD1
    PEMETREXED 10 DHFR FAS FPGS GART GGH RBM17 1 FAS (−2.69) 2.69 0.00 0
    (Alimta) SLC19A1 TP53 TYMP TYMS (0 + 1)
    (10.0%)
  • First of all, the scores associated with the drugs used in the first and second therapeutic lines are low (Gemcitabin=129; cisplatine=80 and Alimta=0). Those scores are consistent with the observed clinical data.
  • However, based on this score table, avastin associated with a score of 384 has been selected. The treatment has begun in January 2010 and a major response has been observed after two treatment cycles, as showed with the scanners of FIG. 5. This major response validates the present method and the unquestionable benefit for the patient.
  • Example 4
  • The patient was 59 years old. He suffered of a non small cell bronchial carcinoma with adrenal metastases. Two therapeutic lines have been used, namely three cycles of cisplatin-Alimta and three cycles of taxotere-cisplatine-avastin. These therapeutic lines were associated with a first step of stabilization and then a step of disease progression.
  • Normal and tumoral bronchial biopsies were carried out and used for mutational analysis by sequencing, CGH, microRNAs analysis and Genome expression analysis.
  • CGH profile is shown in FIG. 6 and comprises chromosomal aberrations in chromosome 11.
  • Mutational analysis including the genes as listed in Example 1 did not lead to the identification of any mutation.
  • Based on Genome Expression analysis, scores have been calculated as detailed in Example 1 and are shown in the following table only for some relevant drugs.
  • Avg
    Ab
    Found Targets List Avg (FC)
    Target Found (with fold- Abs UP-
    Chemical Genes Target Genes List Targets changes) (FC) REG Score
    ECTEINASCIDIN 4 CCNA2 CCNB1 CCNB2 E2F1 4 CCNA2 (7.13) 5.13 5.13 512
    743 (4 + 0) CCNB1 (4.52)
    (Trabectedin, ET- (100.0%) CCNB2 (4.00) E2F1
    743, Yondelis) (4.85)
    GEMTUZUMAB 1 CD33 1 CD33 (2.02, 2.63) 2.33 2.33 232
    (Mylotarg) (1 + 0)
    (100.0%)
    HYDROXYUREA 26 BAX C13ORF34 CASP3 CCNA2 CCNB1 11 CCNA2 (7.13) 4.45 4.67 179
    (Biosupressin, CCND1 CCND2 CCND3 CCNE1 CCNG1 (10 + 1) CCNB1 (4.52)
    Droxia, Hidrix, CDC25C CDCA8 CDKN1A CKS2 EDN3 FAS (42.3%) CCNE1 (2.56)
    Hydrea, Hydreia, KPNA2 MECOM PRC1 PSRC1 RRM1 RRM2 CDCA8 (4.40)
    Hydura, Hydurea, RUNX1 SNCA TP53 UBE2C CDKN1A (2.35)
    Litaler, Litalir, KPNA2 (2.00)
    Onco-Carbide, PRC1 (3.28)
    Oxyurea, PSRC1 (2.71)
    Ureaphil) RRM2 (14.29, 5.77)
    UBE2C (7.67)
    BAX (−2.32)
    DOCETAXEL 43 ABCB1 ABCC1 ABCC2 BAX BCL2 BCL2L1 15 ABCC1 (2.14) 3.56 3.87 107
    (Taxotere) BIRC5 BUB1B CASP3 CCNB1 CFLAR CSF2 (12 + 3) ABCC2 (2.58, 3.19)
    CYP19A1 CYP1B1 CYP3A4 DPYD ERBB2 (34.9%) BIRC5 (8.83)
    F2R GSTP1 HIF1A HRAS IL6 MAD2L1 BUB1B (8.66)
    MAPK1 MAPK3 MDM2 PARP1 PGR POR CCNB1 (4.52)
    PTGS2 RAF1 RB1 SKP2 TNF TNFRSF10B CYP1B1 (2.39) IL6
    TP53 TUBB TUBB1 TYMP TYMS UMPS (2.79) MAD2L1
    VEGFA XIAP (2.68) PTGS2 (3.78,
    2.77) SKP2 (2.18)
    TNFRSF10B (2.35)
    TYMS (3.72)
    BAX (−2.32) BCL2 (−2.35)
    VEGFA (−2.35)
    PEMETREXED 10 DHFR FAS FPGS GART GGH RBM17 3 DHFR (2.02, 2.20, 2.94 2.94 88
    (Alimta) SLC19A1 TP53 TYMP TYMS (3 + 0) 2.69, 3.12)
    (30.0%) SLC19A1 (2.59)
    TYMS (3.72)
    VINORELBINE 7 CASP3 CDKN2A PTGS2 RALBP1 RBM17 2 CDKN2A (2.42, 2.87 2.87 81
    (Navelbine, SLC29A1 TUBB2A (2 + 0) 2.51) PTGS2 (3.78,
    Navelbine Base) (28.6%) 2.77)
    CISPLATIN 403 A2M ABCB1 ABCC1 ABCC2 ABCC5 59 ABCC1 (2.14) 4.23 5.04 48
    (Abiplatin, ABHD11 ABHD2 ABR ACSL3 ADAM10 (39 + 19 + 1) ABCC2 (2.58, 3.19)
    Biocisplatinum, ADFP ADORA2B AHCYL1 AKAP12 AKR1B1 (14.6%) BIRC3 (4.02) BIRC5
    Briplatin, AKT1 AKT2 AKT3 ALB ANXA1 APEX1 ARF6 (8.83) CA2 (2.25)
    Carboquone, Cis Pt ARHGEF6 ARID5B ARMCX2 ASS1 ASTN1 CCNE1 (2.56)
    II, Cismaplat, ATP6V1G2 AXL B3GALT4 BACH1 BAX CDH3 (2.23)
    Cisplatine, Cisplatyl BBC3 BCAM BCAS4 BCL2 BCL2L1 CDKN1A (2.35)
    Citoplationo, BCL2L12 BIRC2 BIRC3 BIRC5 BMP7 BTG2 CREBBP (2.16)
    Lederplatin, C11ORF68 C11ORF9 C19ORF2 C4ORF29 CYP2C9 (2.09)
    Neoplatin, Plastin, C7ORF16 CA2 CALCB CASP2 CASP3 DDIT3 (2.09) DKK1
    Platamine, CASP8 CASP9 CAT CAV1 CCDC85B (14.15) ETV4 (2.22)
    Platiblastin, CCNE1 CCNG2 CD151 CD55 CDC40 CDH3 FADS1 (2.84, 3.87)
    Platidiam, Platinex CDKL5 CDKN1A CDKN2AIP CELSR2 CES2 FEN1 (2.52, 2.70)
    Platinol CFHR1 CFLAR CIAPIN1 CIDEB CILP FGFR3 (2.26, 3.09)
    Platinol-AQ, CKMT1B CLU CNTF CNTNAP2 COL11A2 ICAM1 (3.90)
    Platinoxan, Randa) COL4A5 CORO1C CREBBP CTAGE4 IGFBP5 (2.04) IL1B
    CTDSP1 CTH CTNNAL1 CYCS CYP2C9 (4.60) IL6 (2.79)
    CYP3A4 D6S2723E DAB2 DDIT3 DDR1 KRT17 (3.17)
    DENND4A DEPDC6 DIABLO DKK1 DMBT1 MAP2K6 (3.28)
    DPYD DRAP1 DST EDN2 EDNRA EGFR MCM2 (3.84) MEST
    ELMO2 EMP3 ENPP2 EP300 ERBB2 (2.74) MMP10
    ERCC1 ERCC2 ETV4 F8A3 FADD FADS1 (70.58) MYC (2.42)
    FAM129A FAM13A1 FAM46A FANCC PAFAH1B3 (2.10)
    FANCG FAS FASLG FASN FEN1 FGF7 PHLDA1 (2.20)
    FGF9 FGFR2 FGFR3 FKBP2 FMOD FOS PTGS2 (3.78, 2.77)
    FOSL1 FOXC1 FTLL1 GADD45A GALNT7 PXDN (2.31)
    GARS GAS1 GCLC GCLM GCNT1 GCNT2 SERPINB4 (2.63)
    GDF15 GLRX2 GMPPA GOLGA8A SFN (2.66)
    GOLGA8B GOLSYN GPAA1 GPX3 GSTM1 SLC7A11 (2.22)
    GSTM2 GSTM3 GSTO1 GSTP1 GSTT1 SOD2 (3.28)
    GUCY1B3 GUK1 HERV-FRD HHEX HIF1A SPON1 (2.86)
    HLA-A HLA-DPA3 HLA-G HNRNPA1 TRIB3 (6.70)
    HPCAL1 HSD17B8 HSPB1 HSPE1 HTRA2 TXNRD1 (2.49)
    ICAM1 ID4 IFI30 IFITM1 IGFBP3 IGFBP5 TYMS (3.72)
    IL13RA1 IL1B IL1R1 IL4R IL6 ITGA9 ITGAE UGT1A6 (2.26,
    ITGB4 ITPA JUN KCNA5 KCNK1 KLF2 2.11)
    KLK1 KLK10 KLK11 KLK12 KLK15 KLK2 BAX (−2.32) BBC3 (−2.27)
    KLK3 KLK4 KLK5 KLK6 KLK7 KLK8 KLK9 BCAM (−2.07)
    KRT17 KRT19 KRT4 LANCL1 LAPTM4B BCL2 (−2.35)
    LASS4 LEPREL1 LIMCH1 LOH11CR2A CASP8 (−3.17)
    LTBP1 M6PRBP1 MACF1 MAD2L2 CD55 (−4.47) CILP
    MAGED2 MAL MAP2K6 MCM2 MED1 (−2.53) FOS (−2.24)
    MED21 MEST MGMT MLL MMP10 MMP15 KLK3 (−2.46) KRT4
    MMP16 MMP3 MPO MPP2 MRPS27 MT1A (−4.87) LEPREL1 (−2.15)
    MT1F MT2A MT3 MVP MYC NAB1 NAIP LIMCH1 (−2.07)
    NCOA3 NDUFS8 NEAT1 NEDD9 NMI NMU MLL (−2.34)
    NOTCH2 NOTCH4 NR1I2 NR4A1 NTHL1 PRNP (−2.27)
    NUDT1 OPTN P4HA2 PAFAH1B3 PAPPA2 PTGS1 (−2.24) SLPI
    PARD6A PARP1 PAX8 PBX1 PCNA PDIA3 (−2.68, −2.32) SOD3
    PDXK PFDN5 PFKFB4 PFKP PGK1 PHIP (−2.54) SP100 (−2.51,
    PHLDA1 PLP2 PMAIP1 PMPCA PMS2L11 −2.24) VEGFA
    POLA1 POP4 PPIE PPP1R1B PPP3CB (−2.35)
    PRKCI PRKDC PRNP PRODH PROS1 DST (−3.26, 3.55)
    PSMB10 PTEN PTGS1 PTGS2 PTK2 PXDN
    QSOX1 RAB40B RAD21 RALB RALBP1
    RASSF1 RB1 RBCK1 RBM9 RBP1 RELA
    RHOC RING1 RNASET2 RNF34 RPL21
    RPL36 RPL6 RPS14 RPS18 RPS4Y2 RPS5
    RRAGD RUNX3 RXRB SCRN1 SDC2
    SERPINB4 SERPINE2 SFN SH2B3
    SH3BGRL3 SLC15A1 SLC20A1 SLC29A1
    SLC2A1 SLC31A1 SLC39A7 SLC6A12
    SLC7A11 SLC7A8 SLPI SNAP29 SNAPC3
    SNRPA SOCS1 SOCS2 SOD2 SOD3 SP1
    SP100 SP110 SPINT2 SPON1 SPTLC2
    STEAP1 STYX SULT1A1 SULT1A2
    SWAP70 SYNJ2 TANK TERT TF TFAP2A
    TFB1M TGFA TGFB1 TLR2 TMSL6 TNF
    TNFAIP3 TNFSF10 TNFSF13 TP53 TP53I3
    TP73 TPI1 TRADD TRAM1 TRAP1 TRIB3
    TRIP13 TSPAN12 TUBA1A TUBB2A TXN
    TXNDC13 TXNRD1 TYMP TYMS UCP2
    UGDH UGT1A1 UGT1A3 UGT1A6 UMPS
    UPK1B USP14 VAPA VAV3 VEGFA VPS52
    WDR46 WFDC2 WWC1 XIAP XPA XRCC1
    XRCC5 XRCC6 YARS ZFP36L1 ZFP36L2
    ZNF192 ZNRD1
    BEVACIZUMAB 1 VEGFA 1 VEGFA (−2.35) 2.35 0.00 0
    (Avastin) (0 + 1)
    (100.0%)
  • Accordingly, the following scores are associated with the drugs of the first and second therapeutic lines: cisplatine (48), Alimta (88), taxotere (107) and avastin (0). Those scores are consistent with the clinical data.
  • However, other drugs are associated with better scores, for instance Trabectedin (512), Gemtuzumab (232) and hydroxyuea (179).
  • Example 5
  • The patient suffered of a rhabdomyosarcoma with pulmonary metastases, proving that the present method is efficient to predict the therapeutic efficacy in any type of tumors. This is an evolutive metastatic disease derived from a fibromixoid sarcoma of a buttock muscle.
  • This initial tumor has been resected by curative surgery in 2006. Subsequently, the patient developed pleural mesothelial metastases in 2007. After six cycles of treatment with a combination of Alimta and cisplatine, with a really poor response, the patient was subjected to a pleuralectomy. A novel pulmonary metastatic lesion was then detected with complex location prohibiting any surgery.
  • Normal muscle biopsy and pulmonary metastasis biopsy were carried out and used for mutational analysis by sequencing, CGH and Genome expression analysis.
  • CGH profile showed an important amplification of chromosome 16. It corresponds to an amplification of the PDGA locus.
  • Mutational analysis including the genes as listed in Example 1 did not lead to the identification of any mutation.
  • Based on Genome Expression analysis, scores have been calculated as detailed in Example 1 and are shown in the following table only for some relevant drugs.
  • Avg
    Target Found Found Targets List (with fold- Avg Abs (FC)
    Chemical Genes Target Genes List Targets changes) Abs (FC) UP-REG Score
    VINORELBINE 6 CDKN2A PTGS2 1 CDKN2A (48.68) 48.68 48.68 811
    (Navelbine, RALBP1 RBM17 (1 + 0)
    Navelbine SLC29A1 TUBB2A (16.7%)
    Base)
    TEGAFUR 5 CDA CYP2A6 1 TYMS (16.61) 16.61 16.61 332
    (UFT) DPYD TP53 TYMS (1 + 0)
    (20.0%)
    NILOTINIB 5 ABL1 BCR KIT 2 BCR (5.91) PDGFRA (11.97, 10.80, 8.10 8.10 324
    (Ketek) PDGFRA PDGFRB (2 + 0) 8.13)
    (40.0%)
  • Remarkably, Nilotinib is associated with a high score of 324 and is known to be active on the pathway of PDGFRA and PDGFRB. Accordingly, the inventors studied more precisely the PDGF pathway and obtained the following results.
  • Primary seq. Fold
    name Sequence Description Change Intensity 1 Intensity 2 Accession #
    PDGFD Platelet derived growth factor D 18.6 114.8 2142.4 NM_025208
    PDGFRA Platelet derived growth factor receptor, alpha 12.0 2072.6 24849.8 NM_006206
    PDGFRA Platelet derived growth factor receptor, alpha 10.8 819.6 8964.0 AA559881
    PDGFRA Platelet derived growth factor receptor, alpha 8.1 21.3 182.3 BC015186
    PDGFA Platelet derived growth factor alpha 7.7 591.2 4576.5 NM_002607
    PDGFRL Platelet derived growth factor receptor like 4.7 5397.2 25269.9 NM_006207
    PDGFRB Platelet derived growth factor receptor beta 3.2 3327.0 10558.3 NM_002609
    PDGFC Platelet derived growth factor C 1.1 23.1 23.7 NM_016205
    PDGFC Platelet derived growth factor C −1.6 1028.7 615.7 NM_016205
    PDGFB Platelet derived growth factor beta −3.7 375.2 101.8 NM_002608
  • A very significant activation can be observed.
  • CGH and Gene expression profiles corroborate to designate the PDGF pathway as an important driver of tumorogenesis for this lesion. Indeed, PDGF D is overexpressed 18 fold in tumor versus normal tissue and will activate receptor beta-beta. It is worthwhile to mention that PDGFRB is also overexpressed 3 fold. PDFGA is overexpressed 8 fold and receptor PDGFRA is overexpressed 10 fold.
  • Taken together, Nilotinib appears a good candidate of targeted therapies because it inhibits both receptors.
  • The patient is awaiting for regulatory authorization for Nilotinib treatment. His attending physician acknowledged this therapeutic choice.
  • In conclusion, the studied patients were all in therapeutic failure. For all of them, there was no more therapeutic choice, and their general status was prohibiting entering into clinical trials. Based upon written consentment and upon request of oncology doctors, this method was applied. The present method allows the association of low scores for the drugs used in the previous therapeutic lines, illustrating the good correlation between low scores and therapeutic efficiency. Retrospectively, experts may envision that use of inefficient drugs may have been avoided if such strategy would have been applied, saving time for the patient. It is important to note that the studied patients showed quite unique profiles, proving the potency of the concept for personalized medicine. Method can apply to any type of tumors as far as normal cells and tumoral cells of same histologic type can be compared for a patient. Another advantage is that the method can provide a solution with potential therapeutic benefit for all patients, whereas current methods based on companion tests can apply only for limited number of patients which harbour a given abnormality.
  • TABLE 1
    Molecule RefSeq Description Symbol PMID Interaction
    METHOTREXATE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 12576456, 15239124 drug efflux
    member 1
    METHOTREXATE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 15718312 drug efflux
    NM_019899; NM_019900 member 1
    METHOTREXATE NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 11500505, 15864128 drug efflux
    member 2
    METHOTREXATE NM_001105515; NM_005845 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC4 15454390 drug efflux
    member 4
    METHOTREXATE NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 17032904 drug efflux
    METHOTREXATE NM_000477 albumin ALB used as drug
    carrier
    METHOTREXATE NM_001631 alkaline phosphatase, intestinal ALPI 16598758 mesure drug
    toxicity
    METHOTREXATE NM_004044 5-aminoimidazole-4-carboxamide ribonucleotide ATIC 17410198 target
    formyltransferase/IMP cyclohydrolase
    METHOTREXATE NM_000616 CD4 molecule CD4 15476228 altered by MTX
    METHOTREXATE NM_001040059; NM_001251 CD68 molecule CD68 15476228 altered by MTX
    METHOTREXATE NM_001145873; NM_001768; NM_171827 CD8a molecule CD8A 15476228 altered by MTX
    METHOTREXATE NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 12065438, 16837568 drug
    metabolism
    METHOTREXATE NM_000791 dihydrofolate reductase DHFR 14679136 resistance
    METHOTREXATE NM_012242 dickkopf homolog 1 (Xenopus laevis) DKK1 17320366 unrelated
    METHOTREXATE NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 15713801 hepatotoxicity
    METHOTREXATE NM_000201 intercellular adhesion molecule 1 ICAM1 15476228 altered by MTX
    METHOTREXATE NM_000584 interleukin 8 IL8 15476228 altered by MTX
    METHOTREXATE NM_002422 matrix metallopeptidase 3 (stromelysin 1, MMP3 15476228 altered by MTX
    progelatinase)
    METHOTREXATE NM_005957 5,10-methylenetetrahydrofolate reductase (NADPH) MTHFR 17488658 polymorphisms
    METHOTREXATE NM_000254 5-methyltetrahydrofolate-homocysteine MTR 16598758 polymorphisms
    methyltransferase
    METHOTREXATE NM_000662 N-acetyltransferase 1 (arylamine N-acetyltransferase) NAT1 16003948 target
    METHOTREXATE NM_003889; NM_022002; NM_033013 nuclear receptor subfamily 1, group I, member 2 NR1I2 12065438
    METHOTREXATE NM_002539 ornithine decarboxylase 1 ODC1 16598758 resistance
    METHOTREXATE NM_001618 poly (ADP-ribose) polymerase 1 PARP1 17286800 apoptosis
    marker
    METHOTREXATE NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    METHOTREXATE NM_000321 retinoblastoma 1 RB1 12972956, 14534726, 14679136 resistance
    METHOTREXATE NM_000450 selectin E SELE 15476228 altered by MTX
    METHOTREXATE NM_194255 solute carrier family 19 (folate transporter), member 1 SLC19A1 14679136, 16505119, 17034785, drug uptake
    17410198
    METHOTREXATE NM_080669 solute carrier family 46 (folate transporter), member 1 SLC46A1 17475902 drug uptake
    METHOTREXATE NM_001001522; NM_003186 transgelin TAGLN 17320366 unrelated
    METHOTREXATE NM_003254 TIMP metallopeptidase inhibitor 1 TIMP1 15476228 altered by MTX
    METHOTREXATE NM_001071 thymidylate synthetase TYMS 15713801, 17410198 resistance
    METHOTREXATE NM_007019; NM_181799; NM_181800; ubiquitin-conjugating enzyme E2C UBE2C 17374387
    NM_181801; NM_181802; NM_181803
    METHOTREXATE NM_000376; NM_001017535 vitamin D (1,25-dihydroxyvitamin D3) receptor VDR 15713801
    METHOTREXATE NM_003882; NM_080838 WNT1 inducible signaling pathway protein 1 WISP1 17320366 unrelated
    METHOTREXATE NM_003392 wingless-type MMTV integration site family, member WNT5A 17320366 unrelated
    5A
    PEMETREXED NM_000791 dihydrofolate reductase DHFR target
    PEMETREXED NM_001018078; NM_004957 folylpolyglutamate synthase FPGS 17575230 drug activation
    PEMETREXED NM_000819; NM_001136005; NM_001136006; phosphoribosylglycinamide formyltransferase, GART target
    NM_175085 phosphoribosylglycinamide synthetase,
    phosphoribosylaminoimidazole synthetase
    PEMETREXED NM_003878 gamma-glutamyl hydrolase (conjugase, GGH 17575230
    folylpolygammaglutamyl hydrolase)
    PEMETREXED NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    PEMETREXED NM_194255 solute carrier family 19 (folate transporter), member 1 SLC19A1 16505119 drug uptake
    PEMETREXED NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 17575230
    PEMETREXED NM_001071 thymidylate synthetase TYMS resistance
    FLUDARABINE NM_000022 adenosine deaminase ADA unrelated
    FLUDARABINE NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 15059916, 15213310 resistance
    FLUDARABINE NM_001668; NM_178426; NM_178427 aryl hydrocarbon receptor nuclear translocator ARNT 15213310
    FLUDARABINE NM_001127240; NM_001127241; NM_001127242; BCL2 binding component 3 BBC3 16439685
    NM_014417
    FLUDARABINE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2
    FLUDARABINE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 11675354
    FLUDARABINE NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 11675354
    NM_033355; NM_033356; NM_033358
    FLUDARABINE NM_001237 cyclin A2 CCNA2 15059916
    FLUDARABINE NM_053056 cyclin D1 CCND1 15059916 altered by F-
    ara-A
    FLUDARABINE NM_001238; NM_057182 cyclin E1 CCNE1 15059916
    FLUDARABINE NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 16439685, 16
    FLUDARABINE NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 15059916 altered by F-
    ara-A
    FLUDARABINE NM_018947 cytochrome c, somatic CYCS 15059916 death pathway
    FLUDARABINE NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 15059916 death pathway
    FLUDARABINE ERK 15059916 resistance
    FLUDARABINE NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 11675354
    NM_152873; NM_152874; NM_152875;
    NM_152876; NM_152877
    FLUDARABINE NM_004864 growth differentiation factor 15 GDF15 16439677
    FLUDARABINE NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 15213310 altered by F-
    loop-helix transcription factor) ara-A
    FLUDARABINE NM_003493 histone cluster 3, H3 HIST3H3 15059916 unrelated
    FLUDARABINE NM_175054 histone cluster 4, H4 HIST4H4 15059916 unrelated
    FLUDARABINE NM_002755 mitogen-activated protein kinase kinase 1 MAP2K1 15059916 resistance
    FLUDARABINE NM_030662 mitogen-activated protein kinase kinase 2 MAP2K2 15059916
    FLUDARABINE NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 15213310 resistance
    FLUDARABINE NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 15213310 resistance
    FLUDARABINE NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 15059916 resistance
    FLUDARABINE NM_002592; NM_182649 proliferating cell nuclear antigen PCNA 16439677
    FLUDARABINE PDCD8 15059916
    FLUDARABINE NM_016937 polymerase (DNA directed), alpha 1, catalytic subunit POLA1 target
    FLUDARABINE NM_001033 ribonucleotide reductase M1 RRM1 target
    FLUDARABINE NM_007315; NM_139266 signal transducer and activator of transcription 1, STAT1 altered by F-
    91 kDa ara-A
    FLUDARABINE NM_003844 tumor necrosis factor receptor superfamily, member TNFRSF10A 14614459
    10a
    FLUDARABINE NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 14614459, 18092340
    10b
    FLUDARABINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 16439677, 17226861, 18092340
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    FLUDARABINE NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 15213310 altered by F-
    NM_001025369; NM_001025370; ara-A
    NM_001033756; NM_003376
    FLUDARABINE NM_001167 X-linked inhibitor of apoptosis XIAP 15059916 altered by F-
    ara-A
    FLUDARABINE NM_022470; NM_152240 zinc finger, matrin type 3 ZMAT3 16439685
    FLUOROURACIL NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 12576456, 15239124 resistance
    member 1
    FLUOROURACIL NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 12576456 resistance
    NM_019899; NM_019900 member 1
    FLUOROURACIL NM_032583; NM_033151; NM_145186 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC11 18310281
    member 11
    FLUOROURACIL NM_001023587; NM_005688 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC5 19077464 resistance
    member 5
    FLUOROURACIL NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 12576456
    FLUOROURACIL NM_001608 acyl-Coenzyme A dehydrogenase, long chain ACADL 15585135
    FLUOROURACIL NM_001116 adenylate cyclase 9 ADCY9 19219653
    FLUOROURACIL NM_001126 adenylosuccinate synthase ADSS 15585135
    FLUOROURACIL NM_001130846; NM_001130847; NM_004208; apoptosis-inducing factor, mitochondrion-associated, 1 AIFM1 16168113 death pathway
    NM_145812; NM_145813
    FLUOROURACIL NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 18794807
    FLUOROURACIL NM_001144 autocrine motility factor receptor AMFR 16896004
    FLUOROURACIL NM_004037; NM_139156; NM_203404 adenosine monophosphate deaminase 2 (isoform L) AMPD2 19219653
    FLUOROURACIL NM_000481 aminomethyltransferase AMT 15585135
    FLUOROURACIL NM_012098 angiopoietin-like 2 ANGPTL2 17327601 altered by 5FU
    FLUOROURACIL NM_001657 amphiregulin AREG 15067352 sensitivity
    FLUOROURACIL NM_001024226; NM_001024227; NM_001024228; ADP-ribosylation factor 1 ARF1 18927307
    NM_001658
    FLUOROURACIL NM_001697 ATP synthase, H+ transporting, mitochondrial F1 ATP5O 17327601 sensitivity
    complex, O subunit
    FLUOROURACIL NM_000053; NM_001005918 ATPase, Cu++ transporting, beta polypeptide ATP7B 18593893
    FLUOROURACIL NM_001188 BCL2-antagonist/killer 1 BAK1 18593893
    FLUOROURACIL NM_003658 BARX homeobox 2 BARX2 15585135
    FLUOROURACIL NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 11062132, 15986848, 15996812, death pathway
    NM_138764; NM_138765 16168113, 18834353, 19015929
    FLUOROURACIL NM_033028 Bardet-Biedl syndrome 4 BBS4 16896004
    FLUOROURACIL NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 14503796, 15940066, 15996812, resistance
    18949393, 19015929, 19084572
    FLUOROURACIL NM_001040668; NM_138639 BCL2-like 12 (proline rich) BCL2L12 19015929
    FLUOROURACIL NM_004051; NM_203314; NM_203315 3-hydroxybutyrate dehydrogenase, type 1 BDH1 15585135 altered by 5FU
    FLUOROURACIL NM_003766 beclin 1, autophagy related BECN1 16896004
    FLUOROURACIL NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 15067352, 18714155 resistance
    FLUOROURACIL NM_016252 baculoviral IAP repeat-containing 6 BIRC6 18239605
    FLUOROURACIL NM_004052 BCL2/adenovirus E1B 19 kDa interacting protein 3 BNIP3 15067352 sensitivity
    FLUOROURACIL NM_004331 BCL2/adenovirus E1B 19 kDa interacting protein 3-like BNIP3L 15067352 sensitivity
    FLUOROURACIL NM_033030; NM_197970 bol, boule-like (Drosophila) BOLL 17327601
    FLUOROURACIL NM_001130914; NM_006806 BTG family, member 3 BTG3 16896004
    FLUOROURACIL NM_001007793; NM_004725 budding uninhibited by benzimidazoles 3 homolog BUB3 15585135 altered by 5FU
    (yeast)
    FLUOROURACIL C13ORF34 17374387
    FLUOROURACIL NM_001218; NM_206925 carbonic anhydrase XII CA12 16896004
    FLUOROURACIL NM_001024649; NM_001746 calnexin CANX 18678097
    FLUOROURACIL NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846 death pathway
    FLUOROURACIL NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 12414664, 12414664, 18830594, death pathway
    14503796, 15585135, 16168113,
    18608205, 18772588, 19084572
    FLUOROURACIL NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 16168113 death pathway
    NM_033340
    FLUOROURACIL NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 12414664, 18830594, 15585135, death pathway
    NM_033355; NM_033356; NM_033358 16168113
    FLUOROURACIL NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 12414664, death pathway
    15996812, 12414664, 18830594,
    16168113, 19015929
    FLUOROURACIL NM_001237 cyclin A2 CCNA2 18383818
    FLUOROURACIL NM_053056 cyclin D1 CCND1 18930000
    FLUOROURACIL NM_001136017; NM_001136125; NM_001136126; cyclin D3 CCND3 15067352, 18383818 resistance
    NM_001760
    FLUOROURACIL NM_001238; NM_057182 cyclin E1 CCNE1 18930000 resistance
    FLUOROURACIL NM_057749 cyclin E2 CCNE2 15067352
    FLUOROURACIL NM_001761 cyclin F CCNF 15067352 resistance
    FLUOROURACIL NM_004354 cyclin G2 CCNG2 15067352, 18754885 sensitivity
    FLUOROURACIL NM_001790; NM_022809 cell division cycle 25 homolog C (S. pombe) CDC25C 19074854
    FLUOROURACIL NM_018101 cell division cycle associated 8 CDCA8 17374387
    FLUOROURACIL NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 18383818
    FLUOROURACIL NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 15067352, 16168113, 18834353 sensitivity
    FLUOROURACIL NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 18930000
    FLUOROURACIL NM_000076; NM_001122630; NM_001122631 cyclin-dependent kinase inhibitor 1C (p57, Kip2) CDKN1C 15067352 sensitivity
    FLUOROURACIL NM_001114121; NM_001114122; NM_001274 CHK1 checkpoint homolog (S. pombe) CHEK1 18698031
    FLUOROURACIL NM_020313 cytokine induced apoptosis inhibitor 1 CIAPIN1 18389626
    FLUOROURACIL NM_014430 cell death-inducing DFFA-like effector b CIDEB 15585135 altered by 5FU
    FLUOROURACIL NM_001827 CDC28 protein kinase regulatory subunit 2 CKS2 17374387
    FLUOROURACIL NM_004859 clathrin, heavy chain (Hc) CLTC 18927307
    FLUOROURACIL NM_001083914; NM_001329; NM_022802 C-terminal binding protein 2 CTBP2 18927307
    FLUOROURACIL NM_001332 catenin (cadherin-associated protein), delta 2 (neural CTNND2 16896004
    plakophilin-related arm-repeat protein)
    FLUOROURACIL NM_001905 CTP synthase CTPS 19219653
    FLUOROURACIL NM_005231; NM_138565 cortactin CTTN 15585135 altered by 5FU
    FLUOROURACIL NM_000762 cytochrome P450, family 2, subfamily A, polypeptide 6 CYP2A6 11376561
    FLUOROURACIL NM_001554 cysteine-rich, angiogenic inducer, 61 CYR61 15067352 resistance
    FLUOROURACIL NM_001098424; NM_004087 discs, large homolog 1 (Drosophila) DLG1 18927307
    FLUOROURACIL NM_000110 dihydropyrimidine dehydrogenase DPYD 15239142, 15737843, 15858133, drug
    15930747, 18600527, 16761622, metabolism
    18383874, 18443386,
    18443386, 18299612, 18986760,
    19020767, 15655543, 18619742,
    18846242, 19093184, 19104657,
    19105824, 19219653
    FLUOROURACIL NM_000798 dopamine receptor D5 DRD5 17327601
    FLUOROURACIL NM_012145 deoxythymidylate kinase (thymidylate kinase) DTYMK 15067352 drug
    metabolism
    FLUOROURACIL NM_001025248; NM_001025249; NM_001948 deoxyuridine triphosphatase DUT 19015155
    FLUOROURACIL NM_001949 E2F transcription factor 3 E2F3 16896004 sensitivity
    FLUOROURACIL NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15723263, 15737843, 15981280, resistance
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian) 16098254, 18794807, 19217205
    FLUOROURACIL NM_001964 early growth response 1 EGR1 18757417
    FLUOROURACIL NM_014239 eukaryotic translation initiation factor 2B, subunit 2 EIF2B2 15585135
    beta, 39 kDa
    FLUOROURACIL EIF3S3 15585135
    FLUOROURACIL NM_012155 echinoderm microtubule associated protein like 2 EML2 17327601
    FLUOROURACIL NM_001126123; NM_017512; NM_202758 enolase superfamily member 1 ENOSF1 18357371
    FLUOROURACIL NM_001098175; NM_001776 ectonucleoside triphosphate diphosphohydrolase 1 ENTPD1 19219653
    FLUOROURACIL NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15737843, 15940066, 18337622 resistance
    homolog 2, neuro/glioblastoma derived oncogene
    homolog (avian)
    FLUOROURACIL NM_001042599; NM_005235 v-erb-a erythroblastic leukemia viral oncogene ERBB4 16896004
    homolog 4 (avian)
    FLUOROURACIL NM_001983; NM_202001 excision repair cross-complementing rodent repair ERCC1 15737843, 17401013, resistance
    deficiency, complementation group 1 (includes 18448328, 15213713
    overlapping antisense sequence)
    FLUOROURACIL NM_000400; NM_001130867 excision repair cross-complementing rodent repair ERCC2 15213713, 17401013
    deficiency, complementation group 2
    FLUOROURACIL NM_001034025; NM_006817 endoplasmic reticulum protein 29 ERP29 15585135
    FLUOROURACIL NM_001001998; NM_002685 exosome component 10 EXOSC10 18567802
    FLUOROURACIL NM_001993 coagulation factor III (thromboplastin, tissue factor) F3 15067352 resistance
    FLUOROURACIL NM_000132; NM_019863 coagulation factor VIII, procoagulant component F8 17327601 marker
    microvessels
    FLUOROURACIL NM_004629 Fanconi anemia, complementation group G FANCG 15067352 resistance
    FLUOROURACIL NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 15034078, 15585135, 19015929 death pathway
    NM_152873; NM_152874; NM_152875;
    NM_152876; NM_152877
    FLUOROURACIL NM_004111 flap structure-specific endonuclease 1 FEN1 15067352 resistance
    FLUOROURACIL NM_002009 fibroblast growth factor 7 (keratinocyte growth factor) FGF7 18575591, 18708365, 15375550 resistance
    FLUOROURACIL NM_000141; NM_001144913; NM_001144914; fibroblast growth factor receptor 2 FGFR2 18575591
    NM_001144915; NM_001144916;
    NM_001144917; NM_001144918;
    NM_001144919; NM_022970
    FLUOROURACIL NM_022110 FK506 binding protein like FKBPL 14503796
    FLUOROURACIL NM_001455; NM_201559 forkhead box O3 FOXO3 15067352 sensitivity
    FLUOROURACIL NM_001924 growth arrest and DNA-damage-inducible, alpha GADD45A 15067352, 19003803 sensitivity
    FLUOROURACIL NM_000156; NM_138924 guanidinoacetate N-methyltransferase GAMT 16896004
    FLUOROURACIL NM_000819; NM_001136005; NM_001136006; phosphoribosylglycinamide formyltransferase, GART 19219653
    NM_175085 phosphoribosylglycinamide synthetase,
    phosphoribosylaminoimidazole synthetase
    FLUOROURACIL NM_001145453; NM_005264; NM_145793 GDNF family receptor alpha 1 GFRA1 16896004
    FLUOROURACIL NM_005269 GLI family zinc finger 1 GLI1 18776995
    FLUOROURACIL NM_181077 golgi autoantigen, golgin subfamily a, 8A GOLGA8A 17327601
    FLUOROURACIL NM_000852 glutathione S-transferase pi 1 GSTP1 15213713, 15737843 resistance
    FLUOROURACIL NM_000853 glutathione S-transferase theta 1 GSTT1 15585135
    FLUOROURACIL NM_000857 guanylate cyclase 1, soluble, beta 3 GUCY1B3 19219653
    FLUOROURACIL NM_005524 hairy and enhancer of split 1, (Drosophila) HES1 19147571
    FLUOROURACIL NM_005340 histidine triad nucleotide binding protein 1 HINT1 15585135
    FLUOROURACIL NM_005320 histone cluster 1, H1d HIST1H1D 15585135
    FLUOROURACIL NM_000189 hexokinase 2 HK2 18772588
    FLUOROURACIL HNRPC 15585135
    FLUOROURACIL NM_001540 heat shock 27 kDa protein 1 HSPB1 18949417, 19088045
    FLUOROURACIL NM_001541 heat shock 27 kDa protein 2 HSPB2 18757417
    FLUOROURACIL NM_002176 interferon, beta 1, fibroblast IFNB1 18608205, 18695887
    FLUOROURACIL NM_000875 insulin-like growth factor 1 receptor IGF1R 15499378
    FLUOROURACIL NM_001552 insulin-like growth factor binding protein 4 IGFBP4 16896004
    FLUOROURACIL NM_000634 interleukin 8 receptor, alpha IL8RA 16098254
    FLUOROURACIL NM_001025242; NM_001025243; NM_001569 interleukin-1 receptor-associated kinase 1 IRAK1 15067352 resistance
    FLUOROURACIL JMJD2B 16896004 death pathway
    FLUOROURACIL NM_002229 jun B proto-oncogene JUNB 18678097
    FLUOROURACIL NM_012289; NM_203500 kelch-like ECH-associated protein 1 KEAP1 18692501
    FLUOROURACIL NM_015443 KIAA1267 KIAA1267 18927307
    FLUOROURACIL NM_020853 KIAA1467 KIAA1467 16896004
    FLUOROURACIL NM_007054 kinesin family member 3A KIF3A 16896004
    FLUOROURACIL NM_002266 karyopherin alpha 2 (RAG cohort 1, importin alpha 1) KPNA2 17374387
    FLUOROURACIL NM_004985; NM_033360 v-Ki-ras2 Kirsten rat sarcoma viral oncogene homolog KRAS 15585135
    FLUOROURACIL NM_006499; NM_201543; NM_201544; lectin, galactoside-binding, soluble, 8 LGALS8 17327601
    NM_201545
    FLUOROURACIL NM_005573 lamin B1 LMNB1 15067352 resistance
    FLUOROURACIL NM_002355 mannose-6-phosphate receptor (cation dependent) M6PR 15585135
    FLUOROURACIL NR_002819; NR_002819; NR_002819; metastasis associated lung adenocarcinoma transcript MALAT1 18927307
    NR_002819; NR_002819; NR_002819 1 (non-protein coding)
    FLUOROURACIL NM_006785; NM_173844 mucosa associated lymphoid tissue lymphoma MALT1 15067352 resistance
    translocation gene 1
    FLUOROURACIL NM_002754 mitogen-activated protein kinase 13 MAPK13 15585135
    FLUOROURACIL NM_001123066; NM_001123067; NM_005910; microtubule-associated protein tau MAPT 16896004
    NM_016834; NM_016835; NM_016841
    FLUOROURACIL NM_022132 methylcrotonoyl-Coenzyme A carboxylase 2 (beta) MCCC2 18927307
    FLUOROURACIL NM_002393 Mdm4 p53 binding protein homolog (mouse) MDM4 18678097
    FLUOROURACIL NM_015335 mediator complex subunit 13-like MED13L 16896004
    FLUOROURACIL NM_014791 maternal embryonic leucine zipper kinase MELK 16896004
    FLUOROURACIL NM_024042 meteorin, glial cell differentiation regulator METRN 16896004
    FLUOROURACIL NM_002417 antigen identified by monoclonal antibody Ki-67 MKI67 15940066 sensitivity
    FLUOROURACIL NM_000249 mutL homolog 1, colon cancer, nonpolyposis MLH1 18497967, 18949393
    type 2 (E. coli)
    FLUOROURACIL NM_001127891; NM_004530 matrix metallopeptidase 2 (gelatinase A, 72 kDa MMP2 18678097
    gelatinase, 72 kDa type IV collagenase)
    FLUOROURACIL NM_001142418; NM_001142419; NM_001142420; mortality factor 4 like 2 MORF4L2 18593893
    NM_001142421; NM_001142422;
    NM_001142423; NM_001142424;
    NM_001142425; NM_001142426;
    NM_001142427; NM_001142428; NM_001142429;
    NM_001142430; NM_001142431;
    NM_001142432; NM_012286
    FLUOROURACIL NM_000251 mutS homolog 2, colon cancer, nonpolyposis type 1 MSH2 18949393
    (E. coli)
    FLUOROURACIL NM_005957 5,10-methylenetetrahydrofolate reductase (NADPH) MTHFR 18633250, 19203896
    FLUOROURACIL NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 15585135, 18802399 resistance
    (avian)
    FLUOROURACIL NM_006311 nuclear receptor co-repressor 1 NCOR1 18927307
    FLUOROURACIL NM_004544 NADH dehydrogenase (ubiquinone) 1 alpha NDUFA10 15585135
    subcomplex, 10, 42 kDa
    FLUOROURACIL NM_001145412; NM_001145413; NM_006164 nuclear factor (erythroid-derived 2)-like 2 NFE2L2 18692501
    FLUOROURACIL NM_024522 Na+/K+ transporting ATPase interacting 1 NKAIN1 16896004
    FLUOROURACIL NM_020201 5′,3′-nucleotidase, mitochondrial NT5M 19219653
    FLUOROURACIL NM_022731 nuclear casein kinase and cyclin-dependent kinase NUCKS1 15585135
    substrate 1
    FLUOROURACIL NM_001079524; NM_001079525; NM_006452 phosphoribosylaminoimidazole carboxylase, PAICS 19219653
    phosphoribosylaminoimidazole succinocarboxamide
    synthetase
    FLUOROURACIL NM_001618 poly (ADP-ribose) polymerase 1 PARP1 15996812, 16525653, 19084572 apoptosis
    marker
    FLUOROURACIL NM_018908; NM_031501 protocadherin alpha 5 PCDHA5 15585135
    FLUOROURACIL NM_014891 PDGFA associated protein 1 PDAP1 15585135
    FLUOROURACIL NM_000926 progesterone receptor PGR 15940066
    FLUOROURACIL NM_000944; NM_001130691; NM_001130692 protein phosphatase 3 (formerly 2B), catalytic subunit, PPP3CA 15585135, 18927307
    alpha isoform
    FLUOROURACIL NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387 altered by 5FU
    FLUOROURACIL NM_001081640; NM_006904 protein kinase, DNA-activated, catalytic polypeptide PRKDC 18546291
    FLUOROURACIL NM_000311; NM_001080121; NM_001080122; prion protein PRNP 15386405 unrelated
    NM_001080123; NM_183079
    FLUOROURACIL PSCD3 15585135
    FLUOROURACIL NM_002784 pregnancy specific beta-1-glycoprotein 9 PSG9 17327601
    FLUOROURACIL NM_001005290; NM_001032290; NM_001032291; proline/serine-rich coiled-coil 1 PSRC1 17374387 unrelated
    NM_032636
    FLUOROURACIL NM_000264; NM_001083602; NM_001083603; patched homolog 1 (Drosophila) PTCH1 18776995
    NM_001083604; NM_001083605;
    NM_001083606; NM_001083607
    FLUOROURACIL NM_012212 prostaglandin reductase 1 PTGR1 15585135
    FLUOROURACIL NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 12414664, 18695918
    G/H synthase and cyclooxygenase)
    FLUOROURACIL NM_002874 RAD23 homolog B (S. cerevisiae) RAD23B 15067352 resistance
    FLUOROURACIL NM_005855 receptor (G protein-coupled) activity modifying protein 1 RAMP1 16896004
    FLUOROURACIL NM_000321 retinoblastoma 1 RB1 18383818, 18678097
    FLUOROURACIL NM_001135255; NM_001135256; NM_005610 retinoblastoma binding protein 4 RBBP4 18678097
    FLUOROURACIL NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 19003803
    (avian)
    FLUOROURACIL NM_001128617; NM_031922 RALBP1 associated Eps domain containing 1 REPS1 18927307
    FLUOROURACIL NM_025126; NM_194271 ring finger protein 34 RNF34 16270526 resistance
    FLUOROURACIL NM_000967; NM_001033853 ribosomal protein L3 RPL3 15585135
    FLUOROURACIL NM_001034 ribonucleotide reductase M2 polypeptide RRM2 16896004 target
    FLUOROURACIL NM_001015055; NM_001015056; NM_033046 rhotekin RTKN 15480428 resistance
    FLUOROURACIL NM_005980 S100 calcium binding protein P S100P 18636193
    FLUOROURACIL NM_020974 signal peptide, CUB domain, EGF-like 2 SCUBE2 16896004
    FLUOROURACIL NM_001136528; NM_001136529; NM_001136530; serpin peptidase inhibitor, clade E (nexin, plasminogen SERPINE2 17327601 unrelated
    NM_006216 activator inhibitor type 1), member 2
    FLUOROURACIL NM_006142 stratifin SFN 15999354
    FLUOROURACIL NM_000193 sonic hedgehog homolog (Drosophila) SHH 18776995
    FLUOROURACIL NM_001078174; NM_001078175; NM_001078176; solute carrier family 29 (nucleoside transporters), SLC29A1 18383843, 18992248
    NM_001078177; NM_004955 member 1
    FLUOROURACIL NM_005631 smoothened homolog (Drosophila) SMO 18776995
    FLUOROURACIL NM_003082 small nuclear RNA activating complex, polypeptide 1, SNAPC1 15585135
    43 kDa
    FLUOROURACIL NM_003090 small nuclear ribonucleoprotein polypeptide A′ SNRPA1 18927307
    FLUOROURACIL NM_003109; NM_138473 Sp1 transcription factor SP1 18927307
    FLUOROURACIL NM_005417; NM_198291 v-src sarcoma (Schmidt-Ruppin A-2) viral oncogene SRC 18794807
    homolog (avian)
    FLUOROURACIL NM_003130; NM_198901 sorcin SRI 18423116
    FLUOROURACIL NM_006282 serine/threonine kinase 4 STK4 18927307
    FLUOROURACIL NM_016169 suppressor of fused homolog (Drosophila) SUFU 18776995
    FLUOROURACIL NM_030756 transcription factor 7-like 2 (T-cell specific, HMG-box) TCF7L2 18678097
    FLUOROURACIL NM_005652 telomeric repeat binding factor 2 TERF2 15585135
    FLUOROURACIL NM_198253; NM_198255 telomerase reverse transcriptase TERT 18396642
    FLUOROURACIL NM_003246 thrombospondin 1 THBS1 18757417
    FLUOROURACIL NM_018271 threonine synthase-like 2 (S. cerevisiae) THNSL2 16896004
    FLUOROURACIL NM_004614 thymidine kinase 2, mitochondrial TK2 19219653
    FLUOROURACIL NM_003265 toll-like receptor 3 TLR3 18779317
    FLUOROURACIL NM_021109 thymosin beta 4, X-linked TMSB4X 16364925
    FLUOROURACIL TMSL8 15067352
    FLUOROURACIL NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 17922852 death pathway
    10b
    FLUOROURACIL NM_003810 tumor necrosis factor (ligand) superfamily, member 10 TNFSF10 19106633
    FLUOROURACIL NM_003808; NM_172087; NM_172088 tumor necrosis factor (ligand) superfamily, member 13 TNFSF13 18423122
    FLUOROURACIL NM_003286 topoisomerase (DNA) I TOP1 18509181
    FLUOROURACIL NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 18465341
    FLUOROURACIL NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15940066, 15999354, 16077963, death pathway
    NM_001126114; NM_001126115; 16168113, 18498133, 18600534,
    NM_001126116; NM_001126117 18698031, 18779317, 18930000,
    19015155, 12082016, 19106633
    FLUOROURACIL NM_001126240; NM_001126241; NM_001126242; tumor protein p73 TP73 18714155
    NM_005427
    FLUOROURACIL NM_000365; NM_001159287 triosephosphate isomerase 1 TPI1 18309519
    FLUOROURACIL NM_000367 thiopurine S-methyltransferase TPMT 18927307
    FLUOROURACIL NM_006472 thioredoxin interacting protein TXNIP 18930000
    FLUOROURACIL NM_001093771; NM_003330; NM_182729; thioredoxin reductase 1 TXNRD1 19219653
    NM_182742; NM_182743
    FLUOROURACIL NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 15655543, 17454858 sensitivity
    FLUOROURACIL NM_001071 thymidylate synthetase TYMS 15067352, 15213713, 15239142, resistance
    15737843, (following)
    (following) 15788669, 18794807, 19020767, 15655543, 18633250, 18505590, 10482907, 18607850, 16168113, 17454858, 18425338, 18448328, 18490900, 18593893, 18383874,
    18490900, 19105824, 18505590, 18600534, 18676755, 18722050, 19082493, 18661526, 18794807, 18986760, 18507058, 19074750, 19084572, 19219653, 19084572
    FLUOROURACIL NM_007019; NM_181799; NM_181800; ubiquitin-conjugating enzyme E2C UBE2C 17374387
    NM_181801; NM_181802; NM_181803
    FLUOROURACIL NM_000463 UDP glucuronosyltransferase 1 family, polypeptide A1 UGT1A1 18797458
    FLUOROURACIL NM_000373 uridine monophosphate synthetase UMPS 19020767, 19020740, 19082440,
    19084572
    FLUOROURACIL NM_003362; NM_080911 uracil-DNA glycosylase UNG 18714155
    FLUOROURACIL NM_003364; NM_181597 uridine phosphorylase 1 UPP1 15067352 sensitivity
    FLUOROURACIL NM_145052 uracil phosphoribosyltransferase (FUR1) homolog UPRT 18575323 sensitivity
    (S. cerevisiae)
    FLUOROURACIL NM_004182; NM_153477 ubiquitously-expressed transcript UXT 15585135
    FLUOROURACIL NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 18494554
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    FLUOROURACIL WBSCR1 15585135
    FLUOROURACIL NM_017523; NM_199139 XIAP associated factor 1 XAF1 15843754 sensitivity
    FLUOROURACIL NM_021141 X-ray repair complementing defective repair in Chinese XRCC5 18546291
    hamster cells 5 (double-strand-break rejoining)
    FLUOROURACIL NM_001469 X-ray repair complementing defective repair in Chinese XRCC6 18546291
    hamster cells 6
    FLUOROURACIL NM_024493 zinc finger with KRAB and SCAN domains 3 ZKSCAN3 18519692
    FLUOROURACIL NM_001005368; NM_006973 zinc finger protein 32 ZNF32 17327601
    FLUOROURACIL NM_024762 zinc finger protein 552 ZNF552 16896004
    FLUOROURACIL NM_144690 zinc finger protein 582 ZNF582 17327601
    FLUOROURACIL NM_005089 zinc finger (CCCH type), RNA-binding motif and ZRSR2 17327601
    serine/arginine rich 2
    CAPECITABINE NM_001024649; NM_001746 calnexin CANX 18678097 drug activation
    CAPECITABINE NM_001025194; NM_001025195; NM_001266 carboxylesterase 1 (monocyte/macrophage serine CES1 15687373 drug activation
    esterase 1)
    CAPECITABINE NM_003869; NM_198061 carboxylesterase 2 (intestine, liver) CES2 15687373, 18473752 drug activation
    CAPECITABINE NM_024922 carboxylesterase 3 CES3 15687373 reverse toxicity
    CAPECITABINE NM_000110 dihydropyrimidine dehydrogenase DPYD 18846242
    CAPECITABINE NM_002229 jun B proto-oncogene JUNB 18678097
    CAPECITABINE NM_002393 Mdm4 p53 binding protein homolog (mouse) MDM4 18678097
    CAPECITABINE NM_001127891; NM_004530 matrix metallopeptidase 2 (gelatinase A, 72 kDa MMP2 18678097
    gelatinase, 72 kDa type IV collagenase)
    CAPECITABINE NM_000321 retinoblastoma 1 RB1 18678097
    CAPECITABINE NM_001135255; NM_001135256; NM_005610 retinoblastoma binding protein 4 RBBP4 18678097
    CAPECITABINE NM_030756 transcription factor 7-like 2 (T-cell specific, HMG-box) TCF7L2 18678097
    CAPECITABINE NM_001071 thymidylate synthetase TYMS resistance
    GEMCITABINE NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 15770523 death pathway
    NM_138764; NM_138765
    GEMCITABINE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 15770523 resistance
    GEMCITABINE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 15770523 death pathway
    GEMCITABINE NM_001785 cytidine deaminase CDA 18728667
    GEMCITABINE NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 15770523 sensitivity
    GEMCITABINE CMPK sensitivity
    GEMCITABINE cytochrome c oxidase III COX3 17428446
    GEMCITABINE NM_001618 poly (ADP-ribose) polymerase 1 PARP1 15770523 altered by
    DFDC
    GEMCITABINE NM_002613; NM_031268 3-phosphoinositide dependent protein kinase-1 PDPK1 16782806 resistance
    GEMCITABINE NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    GEMCITABINE NM_001033 ribonucleotide reductase M1 RRM1 resistance
    GEMCITABINE NM_001078174; NM_001078175; NM_001078176; solute carrier family 29 (nucleoside transporters), SLC29A1 18383843, 18490900, drug uptake
    NM_001078177; NM_004955 member 1 18728667, 18452103, 18992248,
    18992248, 18383843
    GEMCITABINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12082016 unrelated
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    GEMCITABINE NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 18728667
    GEMCITABINE NM_001071 thymidylate synthetase TYMS resistance
    CYCLOPHOSPHAMIDE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 12576456 resistance
    member 1
    CYCLOPHOSPHAMIDE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 12576456 resistance
    NM_019899; NM_019900 member 1
    CYCLOPHOSPHAMIDE NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 12576456 resistance
    CYCLOPHOSPHAMIDE NM_001101 actin, beta ACTB 12167460
    CYCLOPHOSPHAMIDE NM_000689 aldehyde dehydrogenase 1 family, member A1 ALDH1A1 12513786, 17403535, 17502835,
    18496131
    CYCLOPHOSPHAMIDE NM_000690 aldehyde dehydrogenase 2 family (mitochondrial) ALDH2 17403535
    CYCLOPHOSPHAMIDE NM_000691; NM_001135167; NM_001135168 aldehyde dehydrogenase 3 family, memberA1 ALDH3A1 18496131
    CYCLOPHOSPHAMIDE NM_001629 arachidonate 5-lipoxygenase-activating protein ALOX5AP 17403535
    CYCLOPHOSPHAMIDE NM_001144 autocrine motility factor receptor AMFR 16896004
    CYCLOPHOSPHAMIDE NM_001146 angiopoietin 1 ANGPT1 17403535
    CYCLOPHOSPHAMIDE NM_012068 activating transcription factor 5 ATF5 17403535
    CYCLOPHOSPHAMIDE NM_004323 BCL2-associated athanogene BAG1 16322899 sensitivity
    CYCLOPHOSPHAMIDE NM_033028 Bardet-Biedl syndrome 4 BBS4 16896004
    CYCLOPHOSPHAMIDE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 11723234, 14503796, 15940066, sensitivity
    16322899
    CYCLOPHOSPHAMIDE NM_003766 beclin 1, autophagy related BECN1 16896004
    CYCLOPHOSPHAMIDE NM_001197 BCL2-interacting killer (apoptosis-inducing) BIK 17403535
    CYCLOPHOSPHAMIDE NM_001725 bactericidal/permeability-increasing protein BPI 17403535
    CYCLOPHOSPHAMIDE NM_001130914; NM_006806 BTG family, member 3 BTG3 16896004
    CYCLOPHOSPHAMIDE NM_001007793; NM_004725 budding uninhibited by benzimidazoles 3 homolog BUB3 16322899 sensitivity
    (yeast)
    CYCLOPHOSPHAMIDE C13ORF27 17403535
    CYCLOPHOSPHAMIDE NM_001218; NM_206925 carbonic anhydrase XII CA12 16896004
    CYCLOPHOSPHAMIDE NM_000067 carbonic anhydrase II CA2 17403535
    CYCLOPHOSPHAMIDE NM_001223; NM_033292; NM_033293; caspase 1, apoptosis-related cysteine peptidase CASP1 17403535
    NM_033294; NM_033295 (interleukin 1, beta, convertase)
    CYCLOPHOSPHAMIDE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 11723234, 14503796, 16675587 death pathway
    CYCLOPHOSPHAMIDE NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 11723234 death pathway
    CYCLOPHOSPHAMIDE NM_005893 calicin CCIN 17475930
    CYCLOPHOSPHAMIDE NM_005201 chemokine (C-C motif) receptor 8 CCR8 17403535
    CYCLOPHOSPHAMIDE NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 16322899 sensitivity
    CYCLOPHOSPHAMIDE NM_001865 cytochrome c oxidase subunit VIIa polypeptide 2 (liver) COX7A2 17403535
    CYCLOPHOSPHAMIDE NM_003650 cystatin F (leukocystatin) CST7 17403535
    CYCLOPHOSPHAMIDE NM_001012329; NM_020248 catenin, beta interacting protein 1 CTNNBIP1 16322899 resistance
    CYCLOPHOSPHAMIDE NM_001332 catenin (cadherin-associated protein), delta 2 (neural CTNND2 16896004
    plakophilin-related arm-repeat protein)
    CYCLOPHOSPHAMIDE NM_004390; NM_148979 cathepsin H CTSH 17403535
    CYCLOPHOSPHAMIDE CTSL 17403535
    CYCLOPHOSPHAMIDE NM_000104 cytochrome P450, family 1, subfamily B, polypeptide 1 CYP1B1 12167460
    CYCLOPHOSPHAMIDE CYP2B1 11933215, 16
    CYCLOPHOSPHAMIDE NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 10919648, 12498089, 11389073, drug activation
    12872138, 15248218,
    15769884, 18633247, 18212249,
    16322899, 17502835,
    17502835, 16183265, 12872138,
    18496131
    CYCLOPHOSPHAMIDE NM_000769 cytochrome P450, family 2, subfamily C, polypeptide CYP2C19 15248218, 16116487, 17502835,
    19 18496131
    CYCLOPHOSPHAMIDE NM_000771 cytochrome P450, family 2, subfamily C, polypeptide 9 CYP2C9 10991840, 18496131
    CYCLOPHOSPHAMIDE NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 17502835, 18496131
    CYCLOPHOSPHAMIDE NM_000777 cytochrome P450, family 3, subfamily A, polypeptide 5 CYP3A5 17502835, 18496131
    CYCLOPHOSPHAMIDE NM_006094; NM_024767; NM_182643 deleted in liver cancer 1 DLC1 17403535
    CYCLOPHOSPHAMIDE NM_005494; NM_058246 DnaJ (Hsp40) homolog, subfamily B, member 6 DNAJB6 17475930
    CYCLOPHOSPHAMIDE NM_014934; NM_198968 DAZ interacting protein 1 DZIP1 17403535
    CYCLOPHOSPHAMIDE NM_001949 E2F transcription factor 3 E2F3 16896004
    CYCLOPHOSPHAMIDE NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15981280 resistance
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    CYCLOPHOSPHAMIDE NM_001412 eukaryotic translation initiation factor 1A, X-linked EIF1AX 16322899 resistance
    CYCLOPHOSPHAMIDE NM_004095 eukaryotic translation initiation factor 4E binding EIF4EBP1 16322899 resistance
    protein 1
    CYCLOPHOSPHAMIDE NM_001135554; NM_001135555; NM_001431 erythrocyte membrane protein band 4.1-like 2 EPB41L2 17403535
    CYCLOPHOSPHAMIDE NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15834928, 15940066, 17010609 resistance
    homolog 2, neuro/glioblastoma derived oncogene
    homolog (avian)
    CYCLOPHOSPHAMIDE NM_001042599; NM_005235 v-erb-a erythroblastic leukemia viral oncogene ERBB4 16896004
    homolog 4 (avian)
    CYCLOPHOSPHAMIDE NM_001136154; NM_001136155; NM_004449; v-ets erythroblastosis virus E26 oncogene homolog ERG 17403535
    NM_182918 (avian)
    CYCLOPHOSPHAMIDE NM_000125; NM_001122740; NM_001122741; estrogen receptor 1 ESR1 16322899
    NM_001122742
    CYCLOPHOSPHAMIDE NM_001040275; NM_001040276; NM_001437 estrogen receptor 2 (ER beta) ESR2 16322899
    CYCLOPHOSPHAMIDE NM_001993 coagulation factor III (thromboplastin, tissue factor) F3 17403535
    CYCLOPHOSPHAMIDE NM_022110 FK506 binding protein like FKBPL 14503796
    CYCLOPHOSPHAMIDE NM_003088 fascin homolog 1, actin-bundling protein FSCN1 17403535
    (Strongylocentrotus purpuratus)
    CYCLOPHOSPHAMIDE NM_002037; NM_153047; NM_153048 FYN oncogene related to SRC, FGR, YES FYN 17403535
    CYCLOPHOSPHAMIDE NM_000156; NM_138924 guanidinoacetate N-methyltransferase GAMT 16896004
    CYCLOPHOSPHAMIDE NM_001143830; NM_005256; NM_177553 growth arrest-specific 2 GAS2 17475930
    CYCLOPHOSPHAMIDE NM_001145453; NM_005264; NM_145793 GDNF family receptor alpha 1 GFRA1 16896004
    CYCLOPHOSPHAMIDE NM_000824 glycine receptor, beta GLRB 17403535
    CYCLOPHOSPHAMIDE NM_018841 guanine nucleotide binding protein (G protein), gamma GNG12 17403535
    12
    CYCLOPHOSPHAMIDE NM_001039847; NM_001039848; NM_002085 glutathione peroxidase 4 (phospholipid GPX4 17475930
    hydroperoxidase)
    CYCLOPHOSPHAMIDE NM_145740 glutathione S-transferase alpha 1 GSTA1 12516103, 18496131 polymorphisms
    CYCLOPHOSPHAMIDE NM_000852 glutathione S-transferase pi 1 GSTP1 18496131
    CYCLOPHOSPHAMIDE NM_001520 general transcription factor IIIC, polypeptide 1, alpha GTF3C1 16322899 resistance
    220 kDa
    CYCLOPHOSPHAMIDE NM_002140; NM_031262; NM_031263 heterogeneous nuclear ribonucleoprotein K HNRNPK 17475930
    CYCLOPHOSPHAMIDE NM_002162 intercellular adhesion molecule 3 ICAM3 17403535
    CYCLOPHOSPHAMIDE NM_001552 insulin-like growth factor binding protein 4 IGFBP4 16896004
    CYCLOPHOSPHAMIDE NM_000575 interleukin 1, alpha IL1A 16636934
    CYCLOPHOSPHAMIDE NM_001137673; NM_004516; NM_012218; interleukin enhancer binding factor 3, 90 kDa ILF3 16322899 resistance
    NM_017620; NM_153464
    CYCLOPHOSPHAMIDE NM_005544 insulin receptor substrate 1 IRS1 16322899 sensitivity
    CYCLOPHOSPHAMIDE JMJD2B 16896004
    CYCLOPHOSPHAMIDE NM_014867 kelch repeat and BTB (POZ) domain containing 11 KBTBD11 17403535
    CYCLOPHOSPHAMIDE NM_020853 KIAA1467 KIAA1467 16896004
    CYCLOPHOSPHAMIDE NM_007054 kinesin family member 3A KIF3A 16896004
    CYCLOPHOSPHAMIDE NM_002305 lectin, galactoside-binding, soluble, 1 LGALS1 17403535
    CYCLOPHOSPHAMIDE NM_000240 monoamine oxidase A MAOA 17403535
    CYCLOPHOSPHAMIDE NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 16322899 sensitivity
    NM_139014
    CYCLOPHOSPHAMIDE NM_001123066; NM_001123067; NM_005910; microtubule-associated protein tau MAPT 16896004 unrelated
    NM_016834; NM_016835; NM_016841
    CYCLOPHOSPHAMIDE NM_002356 myristoylated alanine-rich protein kinase C substrate MARCKS 17403535
    CYCLOPHOSPHAMIDE NM_199072 MyoD family inhibitor domain containing MDFIC 17403535
    CYCLOPHOSPHAMIDE NM_015335 mediator complex subunit 13-like MED13L 16896004
    CYCLOPHOSPHAMIDE NM_014791 maternal embryonic leucine zipper kinase MELK 16896004
    CYCLOPHOSPHAMIDE NM_024042 meteorin, glial cell differentiation regulator METRN 16896004
    CYCLOPHOSPHAMIDE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 15741301, 17403535 resistance
    CYCLOPHOSPHAMIDE NM_002417 antigen identified by monoclonal antibody Ki-67 MKI67 15940066
    CYCLOPHOSPHAMIDE NM_001031666; NM_001031809; NM_006138 membrane-spanning 4-domains, subfamily A, member MS4A3 17403535
    3 (hematopoietic cell-specific)
    CYCLOPHOSPHAMIDE NM_002463 myxovirus (influenza virus) resistance 2 (mouse) MX2 17403535
    CYCLOPHOSPHAMIDE NM_004536; NM_022892 NLR family, apoptosis inhibitory protein NAIP 16322899 BIRC1—
    sensitivity
    CYCLOPHOSPHAMIDE NK4 17403535
    CYCLOPHOSPHAMIDE NM_024522 Na+/K+ transporting ATPase interacting 1 NKAIN1 16896004
    CYCLOPHOSPHAMIDE NM_002564; NM_176071; NM_176072 purinergic receptor P2Y, G-protein coupled, 2 P2RY2 17403535
    CYCLOPHOSPHAMIDE NM_007203; NM_147150 PALM2-AKAP2 readthrough transcript PALM2- 17403535
    AKAP2
    CYCLOPHOSPHAMIDE NM_000926 progesterone receptor PGR 15940066
    CYCLOPHOSPHAMIDE NM_003311 pleckstrin homology-like domain, family A, member 2 PHLDA2 17403535
    CYCLOPHOSPHAMIDE NM_000302 procollagen-lysine 1,2-oxoglutarate 5-dioxygenase 1 PLOD1 16322899 resistance
    CYCLOPHOSPHAMIDE NM_001084 procollagen-lysine, 2-oxoglutarate 5-dioxygenase 3 PLOD3 16322899 resistance
    CYCLOPHOSPHAMIDE NM_000941 P450 (cytochrome) oxidoreductase POR 10919648
    CYCLOPHOSPHAMIDE NM_002777 proteinase 3 PRTN3 17403535
    CYCLOPHOSPHAMIDE NM_002790 proteasome (prosome, macropain) subunit, alpha type, 5 PSMA5 17475930
    CYCLOPHOSPHAMIDE NM_005855 receptor (G protein-coupled) activity modifying protein 1 RAMP1 16896004, 17403535
    CYCLOPHOSPHAMIDE NM_001008710; NM_001008711; NM_001008712; RNA binding protein with multiple splicing RBPMS 17403535
    NM_006867
    CYCLOPHOSPHAMIDE NM_002934 ribonuclease, RNase A family, 2 (liver, eosinophil- RNASE2 17403535
    derived neurotoxin)
    CYCLOPHOSPHAMIDE NM_006570 Ras-related GTP binding A RRAGA 17403535
    CYCLOPHOSPHAMIDE NM_001102669; NM_012250 related RAS viral (r-ras) oncogene homolog 2 RRAS2 17403535
    CYCLOPHOSPHAMIDE NM_001034 ribonucleotide reductase M2 polypeptide RRM2 16896004 resistance
    CYCLOPHOSPHAMIDE NM_016434; NM_032957 regulator of telomere elongation helicase 1 RTEL1 17475930
    CYCLOPHOSPHAMIDE NM_005980 S100 calcium binding protein P S100P 17403535
    CYCLOPHOSPHAMIDE NM_020974 signal peptide, CUB domain, EGF-like 2 SCUBE2 16896004
    CYCLOPHOSPHAMIDE NM_003118 secreted protein, acidic, cysteine-rich (osteonectin) SPARC 17403535
    CYCLOPHOSPHAMIDE NM_003132 spermidine synthase SRM 16322899 resistance
    CYCLOPHOSPHAMIDE NM_021978 suppression of tumorigenicity 14 (colon carcinoma) ST14 16322899 resistance
    CYCLOPHOSPHAMIDE NM_013233 serine threonine kinase 39 (STE20/SPS1 homolog, STK39 16322899 sensitivity
    yeast)
    CYCLOPHOSPHAMIDE NM_018271 threonine synthase-like 2 (S. cerevisiae) THNSL2 16896004
    CYCLOPHOSPHAMIDE NM_014220 transmembrane 4 L six family member 1 TM4SF1 17403535
    CYCLOPHOSPHAMIDE NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 18465341
    CYCLOPHOSPHAMIDE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15940066 death pathway
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    CYCLOPHOSPHAMIDE NM_024762 zinc finger protein 552 ZNF552 16896004
    IFOSFAMIDE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 11723234
    IFOSFAMIDE NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 11723234 death pathway
    IFOSFAMIDE NM_000762 cytochrome P450, family 2, subfamily A, polypeptide 6 CYP2A6 12136253 drug activation
    IFOSFAMIDE NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 15875221 drug activation
    IFOSFAMIDE NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 12136253, 15821045, 15875221 drug activation
    IFOSFAMIDE NM_000777 cytochrome P450, family 3, subfamily A, polypeptide 5 CYP3A5 15821045, 15875221 drug activation
    IFOSFAMIDE NM_001130823; NM_001379 DNA (cytosine-5-)-methyltransferase 1 DNMT1
    IFOSFAMIDE NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 12868187 polymorphism/
    toxicity
    IFOSFAMIDE NM_000852 glutathione S-transferase pi 1 GSTP1 12868187 polymorphism/
    toxicity
    IFOSFAMIDE NM_000853 glutathione S-transferase theta 1 GSTT1 12868187 polymorphism/
    toxicity
    MELPHALAN NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 11115505 resistance
    NM_019899; NM_019900 member 1
    MELPHALAN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16373717
    MELPHALAN NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846 death pathway
    MELPHALAN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16951922 death pathway
    MELPHALAN NM_001785 cytidine deaminase CDA 10830723 resistance
    MELPHALAN NM_000136 Fanconi anemia, complementation group C FANCC 16243825
    MELPHALAN NM_004629 Fanconi anemia, complementation group G FANCG 16243825
    MELPHALAN NM_145740 glutathione S-transferase alpha 1 GSTA1 15779864 unrelated
    MELPHALAN NM_000852 glutathione S-transferase pi 1 GSTP1 15779864, 27 unrelated
    MELPHALAN NM_000201 intercellular adhesion molecule 1 ICAM1 16025434
    MELPHALAN NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 16025434
    MELPHALAN NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 16025434
    MELPHALAN NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16039682 unrelated
    MELPHALAN NM_002413 microsomal glutathione S-transferase 2 MGST2 15779864 resistance
    MELPHALAN NM_006788 ralA binding protein 1 RALBP1 resistance
    MELPHALAN NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 16025434
    MELPHALAN NM_001071 thymidylate synthetase TYMS 10482907
    CARMUSTINE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15239124 resistance
    member 1
    CARMUSTINE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 12653207 resistance
    NM_019899; NM_019900 member 1
    CARMUSTINE NM_005159 actin, alpha, cardiac muscle 1 ACTC1 15980968
    CARMUSTINE NM_001615 actin, gamma 2, smooth muscle, enteric ACTG2 15980968
    CARMUSTINE NM_001102; NM_001130004; NM_001130005 actinin, alpha 1 ACTN1 15980968
    CARMUSTINE NM_003815; NM_207191; NM_207194; ADAM metallopeptidase domain 15 ADAM15 15980968
    NM_207195; NM_207196; NM_207197
    CARMUSTINE NM_005099 ADAM metallopeptidase with thrombospondin type 1 ADAMTS4 15980968
    motif, 4
    CARMUSTINE NM_001099733; NM_001117 adenylate cyclase activating polypeptide 1 (pituitary) ADCYAP1 15980968
    CARMUSTINE NM_000679 adrenergic, alpha-1B-, receptor ADRA1B 15980968
    CARMUSTINE NM_000029 angiotensinogen (serpin peptidase inhibitor, clade A, AGT 11034089
    member 8)
    CARMUSTINE AGTRL1 15980968
    CARMUSTINE NM_001626 v-akt murine thymoma viral oncogene homolog 2 AKT2 15980968
    CARMUSTINE NM_000031 aminolevulinate, delta-, dehydratase ALAD 15980968
    CARMUSTINE NM_001039130; NM_001039131; NM_001141 arachidonate 15-lipoxygenase, type B ALOX15B 15980968
    CARMUSTINE NM_000479 anti-Mullerian hormone AMH 15980968
    CARMUSTINE NM_005883 adenomatosis polyposis coli 2 APC2 15980968
    CARMUSTINE NM_001169 aquaporin 8 AQP8 15980968
    CARMUSTINE ARGBP2 15980968
    CARMUSTINE NM_005731; NM_152862 actin related protein 2/3 complex, subunit 2, 34 kDa ARPC2 15980968
    CARMUSTINE NM_001136215; NM_003976; NM_057090; artemin ARTN 15980968
    NM_057091; NM_057160
    CARMUSTINE NM_004192 acetylserotonin O-methyltransferase-like ASMTL 15980968
    CARMUSTINE NM_152296 ATPase, Na+/K+ transporting, alpha 3 polypeptide ATP1A3 15980968
    CARMUSTINE NM_000705 ATPase, H+/K+ exchanging, beta polypeptide ATP4B 15980968
    CARMUSTINE NM_001001975; NM_001687 ATP synthase, H+ transporting, mitochondrial F1 ATP5D 15980968
    complex, delta subunit
    CARMUSTINE NM_001694 ATPase, H+ transporting, lysosomal 16 kDa, ATP6V0C 15980968
    V0 subunit c
    CARMUSTINE NM_007245; NM_145714; NM_148414; ataxin 2-like ATXN2L 15980968
    NM_148415; NM_148416
    CARMUSTINE NM_000706 arginine vasopressin receptor 1A AVPR1A 15980968
    CARMUSTINE NM_004776 UDP-Gal:betaGlcNAc beta 1,4-galactosyltransferase, B4GALT5 15980968
    polypeptide 5
    CARMUSTINE NM_001144888; NM_006340; NM_017450; BAI1-associated protein 2 BAIAP2 15980968
    NM_017451
    CARMUSTINE NM_003933 BAI1-associated protein 3 BAIAP3 15980968
    CARMUSTINE NM_003921 B-cell CLL/lymphoma 10 BCL10 15980968
    CARMUSTINE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 16187019 resistance
    CARMUSTINE NM_001191; NM_138578 BCL2-like 1 BCL2L1 16187019
    CARMUSTINE NM_003766 beclin 1, autophagy related BECN1 15980968
    CARMUSTINE NM_001003398; NM_001714 bicaudal D homolog 1 (Drosophila) BICD1 15980968
    CARMUSTINE NM_001715 B lymphoid tyrosine kinase BLK 15980968
    CARMUSTINE NM_001719 bone morphogenetic protein 7 BMP7 15980968
    CARMUSTINE NM_001519; NM_145685 BRF1 homolog, subunit of RNA polymerase III BRF1 15980968
    transcription initiation factor IIIB (S. cerevisiae)
    CARMUSTINE NM_001215 carbonic anhydrase VI CA6 15980968
    CARMUSTINE NM_001740; NM_007087; NM_007088 calbindin 2 CALB2 15980968
    CARMUSTINE NM_002982 chemokine (C-C motif) ligand 2 CCL2 15980968
    CARMUSTINE NM_001039490; NM_004357; NM_139029; CD151 molecule (Raph blood group) CD151 15980968
    NM_139030
    CARMUSTINE NM_001040059; NM_001251 CD68 molecule CD68 15980968
    CARMUSTINE NM_001783; NM_021601 CD79a molecule, immunoglobulin-associated alpha CD79A 15980968
    CARMUSTINE NM_005191 CD80 molecule CD80 15980968
    CARMUSTINE NM_001790; NM_022809 cell division cycle 25 homolog C (S. pombe) CDC25C 15735757
    CARMUSTINE NM_001260 cyclin-dependent kinase 8 CDK8 15980968
    CARMUSTINE NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 15735757 resistance
    CARMUSTINE NM_005193 caudal type homeobox 4 CDX4 15980968
    CARMUSTINE NM_001815 carcinoembryonic antigen-related cell adhesion CEACAM3 15980968
    molecule 3
    CARMUSTINE NM_005194 CCAAT/enhancer binding protein (C/EBP), beta CEBPB 15980968
    CARMUSTINE NM_001114121; NM_001114122; NM_001274 CHK1 checkpoint homolog (S. pombe) CHEK1 15735757
    CARMUSTINE NM_000741 cholinergic receptor, muscarinic 4 CHRM4 15980968
    CARMUSTINE NM_000749 cholinergic receptor, nicotinic, beta 3 CHRNB3 15980968
    CARMUSTINE NM_005199 cholinergic receptor, nicotinic, gamma CHRNG 15980968
    CARMUSTINE NM_001824 creatine kinase, muscle CKM 15980968 altered by
    CNU
    CARMUSTINE NM_001835; NM_007098 clathrin, heavy chain-like 1 CLTCL1 15980968
    CARMUSTINE NM_003632 contactin associated protein 1 CNTNAP1 15980968
    CARMUSTINE NM_001851; NM_078485 collagen, type IX, alpha 1 COL9A1 15980968
    CARMUSTINE NM_005205 cytochrome c oxidase subunit VIa polypeptide 2 COX6A2 15980968
    CARMUSTINE NM_004378 cellular retinoic acid binding protein 1 CRABP1 15980968
    CARMUSTINE NM_000755; NM_004003 carnitine acetyltransferase CRAT 15980968
    CARMUSTINE NM_001887 crystallin, beta B1 CRYBB1 15980968
    CARMUSTINE NM_001900 cystatin D CST5 15980968
    CARMUSTINE NM_001142544; NM_001330 cardiotrophin 1 CTF1 15980968
    CARMUSTINE NM_003798 catenin (cadherin-associated protein), alpha-like 1 CTNNAL1 15980968
    CARMUSTINE NM_000103; NM_031226 cytochrome P450, family 19, subfamily A, polypeptide 1 CYP19A1 15980968
    CARMUSTINE NM_004762; NM_017456 cytohesin 1 CYTH1 15980968
    CARMUSTINE NM_003587 DEAH (Asp-Glu-Ala-His) box polypeptide 16 DHX16 15980968
    CARMUSTINE NM_001374 deoxyribonuclease I-like 2 DNASE1L2 15980968
    CARMUSTINE NM_004421 dishevelled, dsh homolog 1 (Drosophila) DVL1 15980968
    CARMUSTINE NM_001393 extracellular matrix protein 2, female organ and ECM2 15980968
    adipocyte specific
    CARMUSTINE NM_001404 eukaryotic translation elongation factor 1 gamma EEF1G 15980968
    CARMUSTINE NM_001414 eukaryotic translation initiation factor 2B, subunit 1 EIF2B1 15980968
    alpha, 26 kDa
    CARMUSTINE NM_002212; NM_181466; NM_181468 eukaryotic translation initiation factor 6 EIF6 15980968
    CARMUSTINE NM_000120; NM_001136018 epoxide hydrolase 1, microsomal (xenobiotic) EPHX1 15980968 resistance ?
    CARMUSTINE NM_004451 estrogen-related receptor alpha ESRRA 15980968
    CARMUSTINE NM_004456; NM_152998 enhancer of zeste homolog 2 (Drosophila) EZH2 15980968
    CARMUSTINE NM_000138 fibrillin 1 FBN1 15980968
    CARMUSTINE NM_000801; NM_054014 FK506 binding protein 1A, 12 kDa FKBP1A 15980968
    CARMUSTINE NM_001018676; NM_001018677; NM_002027 farnesyltransferase, CAAX box, alpha FNTA 15980968
    CARMUSTINE NM_001454 forkhead box J1 FOXJ1 15980968
    CARMUSTINE NM_002032 ferritin, heavy polypeptide 1 FTH1 15980968
    CARMUSTINE NM_000146 ferritin, light polypeptide FTL 15980968
    CARMUSTINE NM_002037; NM_153047; NM_153048 FYN oncogene related to SRC, FGR, YES FYN 15980968
    CARMUSTINE NM_000807; NM_001114175 gamma-aminobutyric acid (GABA) A receptor, alpha 2 GABRA2 15980968
    CARMUSTINE NM_000811 gamma-aminobutyric acid (GABA) A receptor, alpha 6 GABRA6 15980968
    CARMUSTINE NM_000156; NM_138924 guanidinoacetate N-methyltransferase GAMT 15980968
    CARMUSTINE NM_000805 gastrin GAST 15980968
    CARMUSTINE NM_003643 glial cells missing homolog 1 (Drosophila) GCM1 15980968
    CARMUSTINE NM_001493 GDP dissociation inhibitor 1 GDI1 15980968
    CARMUSTINE NM_001115156; NM_001494 GDP dissociation inhibitor 2 GDI2 15980968
    CARMUSTINE NM_001131019; NM_002055 glial fibrillary acidic protein GFAP 15980968
    CARMUSTINE NM_004122; NM_198407 growth hormone secretagogue receptor GHSR 15980968
    CARMUSTINE NM_000406; NM_001012763 gonadotropin-releasing hormone receptor GNRHR 15980968
    CARMUSTINE NM_004486 golgi autoantigen, golgin subfamily a, 2 GOLGA2 15980968
    CARMUSTINE NM_002078 golgi autoantigen, golgin subfamily a, 4 GOLGA4 15980968
    CARMUSTINE NM_000407 glycoprotein Ib (platelet), beta polypeptide GP1BB 15980968
    CARMUSTINE NM_005298 G protein-coupled receptor 25 GPR25 15980968
    CARMUSTINE NM_001506 G protein-coupled receptor 32 GPR32 15980968
    CARMUSTINE NM_005302 G protein-coupled receptor 37 (endothelin receptor GPR37 15980968
    type B-like)
    CARMUSTINE NM_003608 G protein-coupled receptor 65 GPR65 15980968
    CARMUSTINE NM_001030002; NM_005310 growth factor receptor-bound protein 7 GRB7 15980968
    CARMUSTINE NM_002087 granulin GRN 15980968
    CARMUSTINE NM_000637 glutathione reductase GSR target
    CARMUSTINE NM_145740 glutathione S-transferase alpha 1 GSTA1 8395980 unrelated
    CARMUSTINE NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 8395980 unrelated
    CARMUSTINE NM_000849 glutathione S-transferase mu 3 (brain) GSTM3 15247628, 8395980 resistance
    CARMUSTINE NM_000852 glutathione S-transferase pi 1 GSTP1 16899598, 8395980 unrelated
    CARMUSTINE NM_002096 general transcription factor IIF, polypeptide 1, 74 kDa GTF2F1 15980968
    CARMUSTINE NM_002105 H2A histone family, member X H2AFX 15980968
    CARMUSTINE HADHSC 15980968
    CARMUSTINE NM_001040427; NM_005326 hydroxyacylglutathione hydrolase HAGH 15980968
    CARMUSTINE NM_005334 host cell factor C1 (VP16-accessory protein) HCFC1 15980968
    CARMUSTINE NM_005517 high-mobility group nucleosomal binding domain 2 HMGN2 15980968
    CARMUSTINE NM_000545 HNF1 homeobox A HNF1A 15980968
    CARMUSTINE NM_002141 homeobox A4 HOXA4 15980968
    CARMUSTINE NM_003259 intercellular adhesion molecule 5, telencephalin ICAM5 15980968
    CARMUSTINE NM_000202; NM_006123 iduronate 2-sulfatase IDS 15980968
    CARMUSTINE NM_003897 immediate early response 3 IER3 15980968
    CARMUSTINE NM_001099856; NM_001099857; NM_001145255; inhibitor of kappa light polypeptide gene enhancer in B- IKBKG 15980968
    NM_003639 cells, kinase gamma
    CARMUSTINE NM_001567 inositol polyphosphate phosphatase-like 1 INPPL1 15980968
    CARMUSTINE NM_005542; NM_198336; NM_198337 insulin induced gene 1 INSIG1 15980968
    CARMUSTINE NM_005543 insulin-like 3 (Leydig cell) INSL3 15980968
    CARMUSTINE NM_005544 insulin receptor substrate 1 IRS1 15980968
    CARMUSTINE NM_005545; NM_201526 immunoglobulin superfamily containing leucine-rich ISLR 15980968
    repeat
    CARMUSTINE NM_002204; NM_005501 integrin, alpha 3 (antigen CD49C, alpha 3 subunit of ITGA3 15980968
    VLA-3 receptor)
    CARMUSTINE NM_002215 inter-alpha (globulin) inhibitor H1 ITIH1 15980968
    CARMUSTINE NM_000238; NM_172056; NM_172057 potassium voltage-gated channel, subfamily H (eag- KCNH2 15980968
    related), member 2
    CARMUSTINE NM_004984 kinesin family member 5A KIF5A 15980968
    CARMUSTINE NM_000422 keratin 17 KRT17 15980968
    CARMUSTINE NM_002277 keratin 31 KRT31 15980968
    CARMUSTINE NM_005558 ladinin 1 LAD1 15980968
    CARMUSTINE NM_002287; NM_021706 leukocyte-associated immunoglobulin-like receptor 1 LAIR1 15980968
    CARMUSTINE NM_000228; NM_001017402; NM_001127641 laminin, beta 3 LAMB3 15980968
    CARMUSTINE NM_002316 LIM homeobox transcription factor 1, beta LMX1B 15980968
    CARMUSTINE NM_005576 lysyl oxidase-like 1 LOXL1 15980968
    CARMUSTINE NM_002319 leucine-rich repeats and calponin homology (CH) LRCH4 15980968
    domain containing 4
    CARMUSTINE NM_006152 lymphoid-restricted membrane protein LRMP 15980968
    CARMUSTINE NM_001013836; NM_001013837; NM_003550 MAD1 mitotic arrest deficient-like 1 (yeast) MAD1L1 15980968
    CARMUSTINE NM_004579 mitogen-activated protein kinase kinase kinase kinase 2 MAP4K2 15980968
    CARMUSTINE NM_002753; NM_138980; NM_138981; mitogen-activated protein kinase 10 MAPK10 15980968
    NM_138982
    CARMUSTINE NM_000429 methionine adenosyltransferase I, alpha MAT1A 15980968
    CARMUSTINE NM_001012333; NM_001012334; NM_002391 midkine (neurite growth-promoting factor 2) MDK 15980968
    CARMUSTINE NM_004774 mediator complex subunit 1 MED1 15980968
    CARMUSTINE NM_001098270; NM_002409 mannosyl (beta-1,4-)-glycoprotein beta-1,4-N- MGAT3 15980968
    acetylglucosaminyltransferase
    CARMUSTINE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 15319033, resistance
    15833865, 16039682, 15814657,
    16899598, 16033832
    CARMUSTINE NM_002445; NM_138715; NM_138716 macrophage scavenger receptor 1 MSR1 15980968
    CARMUSTINE NM_002457 mucin 2, oligomeric mucus/gel-forming MUC2 15980968
    CARMUSTINE NM_002461 mevalonate (diphospho) decarboxylase MVD 15980968
    CARMUSTINE NM_004997 myosin binding protein H MYBPH 15980968
    CARMUSTINE NM_002468 myeloid differentiation primary response gene (88) MYD88 15980968
    CARMUSTINE NM_002478 myogenic differentiation 1 MYOD1 15980968
    CARMUSTINE NM_002479 myogenin (myogenic factor 4) MYOG 15980968
    CARMUSTINE NM_002494 NADH dehydrogenase (ubiquinone) 1, subcomplex NDUFC1 15980968
    unknown, 1, 6 kDa
    CARMUSTINE NM_002509 NK2 homeobox 2 NKX2-2 15980968
    CARMUSTINE NM_002517 neuronal PAS domain protein 1 NPAS1 15980968
    CARMUSTINE NM_005286 neuropeptides B/W receptor 2 NPBWR2 15980968
    CARMUSTINE NM_004558 neurturin NRTN 15980968
    CARMUSTINE NM_002542; NM_016819; NM_016820; 8-oxoguanine DNA glycosylase OGG1 11181913
    NM_016821; NM_016826; NM_016827;
    NM_016828; NM_016829
    CARMUSTINE NM_006189 olfactory marker protein OMP 15980968
    CARMUSTINE NM_001018049; NM_002571 progestagen-associated endometrial protein PAEP 15980968
    CARMUSTINE NM_003466; NM_013951; NM_013952; paired box 8 PAX8 15980968
    NM_013953; NM_013992
    CARMUSTINE NM_002586 pre-B-cell leukemia homeobox 2 PBX2 15980968
    CARMUSTINE NM_000281 pterin-4 alpha-carbinolamine dehydratase/dimerization PCBD1 15980968
    cofactor of hepatocyte nuclear factor 1 alpha
    CARMUSTINE NM_002588; NM_032402; NM_032403 protocadherin gamma subfamily C, 3 PCDHGC3 15980968
    CARMUSTINE NM_002593 procollagen C-endopeptidase enhancer PCOLCE 15980968
    CARMUSTINE NM_005017 phosphate cytidylyltransferase 1, choline, alpha PCYT1A 15980968
    CARMUSTINE NM_001018053; NM_006212 6-phosphofructo-2-kinase/fructose-2,6-biphosphatase 2 PFKFB2 15980968
    CARMUSTINE NM_000289 phosphofructokinase, muscle PFKM 15980968
    CARMUSTINE NM_005022 profilin 1 PFN1 15980968
    CARMUSTINE NM_001114172; NM_003629 phosphoinositide-3-kinase, regulatory subunit 3 PIK3R3 15980968
    (gamma)
    CARMUSTINE NR_023383; NR_023383; NR_023383; postmeiotic segregation increased 2-like 11 PMS2L11 15980968
    NR_023383; NR_023383; NR_023383; pseudogene
    NR_023383; NR_023383; NR_023383
    CARMUSTINE NM_002695 polymerase (RNA) II (DNA directed) polypeptide E, POLR2E 15980968
    25 kDa
    CARMUSTINE NM_002707; NM_177983 protein phosphatase 1G (formerly 2C), magnesium- PPM1G 15980968
    dependent, gamma isoform
    CARMUSTINE NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    CARMUSTINE NM_000948 prolactin PRL 15980968
    CARMUSTINE NM_002762 protamine 2 PRM2 15980968
    CARMUSTINE NM_001145368; NM_001145369; NM_001145370; protein tyrosine phosphatase, non-receptor type 3 PTPN3 15980968
    NM_001145371; NM_001145372;
    NM_002829
    CARMUSTINE NM_002864 pregnancy-zone protein PZP 15980968
    CARMUSTINE NM_005053 RAD23 homolog A (S. cerevisiae) RAD23A 15980968
    CARMUSTINE NM_002875; NM_133487 RAD51 homolog (RecA homolog, E. coli) (S. cerevisiae) RAD51 15980968
    CARMUSTINE RAD9 15980968
    CARMUSTINE NM_002901 reticulocalbin 1, EF-hand calcium binding domain RCN1 15980968
    CARMUSTINE NM_001012720; NM_001012722; NM_002921 retinal G protein coupled receptor RGR 15980968
    CARMUSTINE NM_002930 Ras-like without CAAX 2 RIT2 15980968
    CARMUSTINE NM_002937; NM_194431 ribonuclease, RNase A family, 4 RNASE4 15980968
    CARMUSTINE NM_002688 septin 5 sept-05 15980968
    CARMUSTINE NM_005066 splicing factor proline/glutamine-rich (polypyrimidine SFPQ 15980968
    tract binding protein associated)
    CARMUSTINE NM_000023; NM_001135697 sarcoglycan, alpha (50 kDa dystrophin-associated SGCA 15980968
    glycoprotein)
    CARMUSTINE NM_005412 serine hydroxymethyltransferase 2 (mitochondrial) SHMT2 15980968
    CARMUSTINE NM_000451; NM_006883 short stature homeobox SHOX 15980968
    CARMUSTINE SIAT1 15980968
    CARMUSTINE NM_003049 solute carrier family 10 (sodium/bile acid cotransporter SLC10A1 15980968
    family), member 1
    CARMUSTINE NM_006517 solute carrier family 16, member 2 (monocarboxylic SLC16A2 15980968
    acid transporter 8)
    CARMUSTINE NM_003459 solute carrier family 30 (zinc transporter), member 3 SLC30A3 15980968
    CARMUSTINE NM_001043 solute carrier family 6 (neurotransmitter transporter, SLC6A2 15980968
    noradrenalin), member 2
    CARMUSTINE NM_021094; NM_134431 solute carrier organic anion transporter family, member SLCO1A2 15980968
    1A2
    CARMUSTINE NM_003076; NM_139071 SWI/SNF related, matrix associated, actin dependent SMARCD1 15980968
    regulator of chromatin, subfamily d, member 1
    CARMUSTINE NM_003080 sphingomyelin phosphodiesterase 2, neutral SMPD2 15980968
    membrane (neutral sphingomyelinase)
    CARMUSTINE NM_003082 small nuclear RNA activating complex, polypeptide 1, SNAPC1 15980968
    43 kDa
    CARMUSTINE NM_001039697 small nuclear RNA activating complex, polypeptide 3, SNAPC3 15980968
    50 kDa
    CARMUSTINE NM_003087 synuclein, gamma (breast cancer-specific protein 1) SNCG 15980968
    CARMUSTINE NM_003092; NM_198220 small nuclear ribonucleoprotein polypeptide B″ SNRPB2 15980968
    CARMUSTINE NM_003745 suppressor of cytokine signaling 1 SOCS1 17374387
    CARMUSTINE NM_005876 SPEG complex locus SPEG 15980968
    CARMUSTINE NM_001017418 small proline-rich protein 2B SPRR2B 15980968
    CARMUSTINE NM_003134 signal recognition particle 14 kDa (homologous Alu SRP14 15980968
    RNA binding protein)
    CARMUSTINE NM_003140 sex determining region Y SRY 15980968
    CARMUSTINE NM_003034 ST8 alpha-N-acetyl-neuraminide alpha-2,8- ST8SIA1 15980968
    sialyltransferase 1
    CARMUSTINE NM_003473 signal transducing adaptor molecule (SH3 domain and STAM 15980968
    ITAM motif) 1
    CARMUSTINE NM_000351 steroid sulfatase (microsomal), isozyme S STS 15980968
    CARMUSTINE NM_052874 syntaxin 1B STX1B 15980968
    CARMUSTINE NM_001127396; NM_006949 syntaxin binding protein 2 STXBP2 15980968
    CARMUSTINE NM_003182; NM_013996; NM_013997; tachykinin, precursor 1 TAC1 15980968
    NM_013998
    CARMUSTINE NM_003206; NM_198392 transcription factor 21 TCF21 15980968
    CARMUSTINE TEGT 15980968
    CARMUSTINE NM_198253; NM_198255 telomerase reverse transcriptase TERT 18021753
    CARMUSTINE NM_001105192; NM_005078; NM_020908 transducin-like enhancer of split 3 (E(sp1) homolog, TLE3 15980968
    Drosophila)
    CARMUSTINE NM_002546 tumor necrosis factor receptor superfamily, member TNFRSF11B 15980968
    11b
    CARMUSTINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15735757 resistance
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    CARMUSTINE NM_005658 TNF receptor-associated factor 1 TRAF1 15980968
    CARMUSTINE NM_001025234; NM_001025235; NM_001025236; tetraspanin 4 TSPAN4 15980968
    NM_001025237; NM_001025238;
    NM_001025239; NM_003271
    CARMUSTINE NM_178014 tubulin, beta TUBB 15980968
    CARMUSTINE NM_001070 tubulin, gamma 1 TUBG1 15980968
    CARMUSTINE NM_001128174; NM_003360 UDP glycosyltransferase 8 UGT8 15980968
    CARMUSTINE NM_002911 UPF1 regulator of nonsense transcripts homolog UPF1 15980968
    (yeast)
    CARMUSTINE NM_003378 VGF nerve growth factor inducible VGF 15980968
    CARMUSTINE NM_001077269; NM_003387 WAS/WASL interacting protein family, member 1 WIPF1 15980968
    CARMUSTINE NM_003405 tyrosine 3-monooxygenase/tryptophan 5- YWHAH 15980968
    monooxygenase activation protein, eta polypeptide
    CARMUSTINE NM_003443 zinc finger and BTB domain containing 17 ZBTB17 15980968
    CARMUSTINE NM_001010972; NM_003461 zyxin ZYX 15980968
    FOTEMUSTINE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 12970393, 16039682, 12970393 resistance
    FOTEMUSTINE NM_001093771; NM_003330; NM_182729; thioredoxin reductase 1 TXNRD1 target
    NM_182742; NM_182743
    CARBOPLATIN NM_000477 albumin ALB unrelated
    CARBOPLATIN NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 15576332, 15996812 death pathway
    NM_138764; NM_138765
    CARBOPLATIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 15996812, resistance
    15996812, 17404015, 15576332
    CARBOPLATIN NM_001040668; NM_138639 BCL2-like 12 (proline rich) BCL2L12 15576332
    CARBOPLATIN NM_001166 baculoviral IAP repeat-containing 2 BIRC2 10815900
    CARBOPLATIN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 15576332 death pathway
    CARBOPLATIN NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 15996812, 17404015, 15576332 death pathway
    CARBOPLATIN NM_001129889; NM_001922 dopachrome tautomerase (dopachrome delta- DCT 15897911 resistance
    isomerase, tyrosine-related protein 2)
    CARBOPLATIN NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 15576332 death pathway
    NM_152873; NM_152874; NM_152875;
    NM_152876; NM_152877
    CARBOPLATIN NM_001618 poly (ADP-ribose) polymerase 1 PARP1 15996812 altered by
    platin
    CARBOPLATIN NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 18089846
    G/H synthase and cyclooxygenase)
    CARBOPLATIN NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    CISPLATIN NM_000014 alpha-2-macroglobulin A2M 16773208
    CISPLATIN NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15650019, 15756446, 15802814, resistance
    member 1 15990222,
    15990222, 15650019, 15239124
    CISPLATIN NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 15448748, 15756446, 15802814, resistance
    NM_019899; NM_019900 member 1 18695918
    CISPLATIN NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 15688364, 8797578, 15756446, resistance
    member
    2 15985617, 18695918
    CISPLATIN NM_001023587; NM_005688 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC5 15882455 resistance
    member 5
    CISPLATIN NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 15981204, 18071906 resistance
    CISPLATIN NM_001626 v-akt murine thymoma viral oncogene homolog 2 AKT2 18071906 resistance
    CISPLATIN NM_005465; NM_181690 v-akt murine thymoma viral oncogene homolog 3 AKT3 18071906 resistance
    (protein kinase B, gamma)
    CISPLATIN NM_000477 albumin ALB 16773208 drug carrier
    CISPLATIN NM_001641; NM_080648; NM_080649 APEX nuclease (multifunctional DNA repair enzyme) 1 APEX1 16373707 resistance
    CISPLATIN NM_001699; NM_021913 AXL receptor tyrosine kinase AXL 16061661 resistance
    CISPLATIN NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 14512787, 14601052, 16009487 death pathway
    NM_138764; NM_138765
    CISPLATIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 14512787, 15917659, resistance
    15981204, 14601052, 16009487,
    17404015
    CISPLATIN NM_001191; NM_138578 BCL2-like 1 BCL2L1 15917659, 15981204, 14601052, resistance
    16020667
    CISPLATIN NM_001040668; NM_138639 BCL2-like 12 (proline rich) BCL2L12 17404015 sensitivity
    CISPLATIN NM_001166 baculoviral IAP repeat-containing 2 BIRC2 14601052, resistance
    14654915, 16142363, 10815900
    CISPLATIN NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 14654915, 16391810 resistance
    CISPLATIN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 14601052, 15917659, 16382892, resistance
    15970709, 11911975, 15981204,
    15981204, 16142363, 14654915,
    11911975
    CISPLATIN NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846 death pathway
    CISPLATIN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16009487, 15863139, 14512787, death pathway
    18071906
    CISPLATIN NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 16009487, 18071906 death pathway
    NM_033355; NM_033356; NM_033358
    CISPLATIN NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 16009487, 17404015 death pathway
    CISPLATIN NM_001752 catalase CAT 10754530, 15930895 altered by
    platin
    CISPLATIN NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 11099651, 12807743, 14601052 resistance
    CISPLATIN NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 14601052 resistance
    CISPLATIN NM_020313 cytokine induced apoptosis inhibitor 1 CIAPIN1 18389626
    CISPLATIN NM_001831; NM_203339 clusterin CLU 15955107 resistance
    CISPLATIN NM_000614 ciliary neurotrophic factor CNTF 16898872
    CISPLATIN NM_001079846; NM_004380 CREB binding protein CREBBP 17498666
    CISPLATIN NM_018947 cytochrome c, somatic CYCS 16009487 death pathway
    CISPLATIN NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 15650019 unrelated
    CISPLATIN NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 16391810 death pathway
    CISPLATIN NM_000110 dihydropyrimidine dehydrogenase DPYD 15737843 resistance
    CISPLATIN NM_001956 endothelin 2 EDN2 16898872
    CISPLATIN NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15723263, 15737843, 18337622 resistance
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    CISPLATIN NM_001429 E1A binding protein p300 EP300 17498666
    CISPLATIN NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15737843, 18337622 resistance
    homolog
    2, neuro/glioblastoma derived oncogene
    homolog (avian)
    CISPLATIN NM_001983; NM_202001 excision repair cross-complementing rodent repair ERCC1 15737843 resistance
    deficiency, complementation group 1 (includes
    overlapping antisense sequence)
    CISPLATIN NM_000400; NM_001130867 excision repair cross-complementing rodent repair ERCC2 15882455 resistance
    deficiency, complementation group 2
    CISPLATIN NM_001079675; NM_001986 ets variant 4 ETV4 16061661 resistance
    CISPLATIN NM_003824 Fas (TNFRSF6)-associated via death domain FADD 16009487 death pathway
    CISPLATIN NM_000136 Fanconi anemia, complementation group C FANCC 16243825
    CISPLATIN NM_004629 Fanconi anemia, complementation group G FANCG 16061661, 16243825 resistance
    CISPLATIN NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 16009487, 17305640 death pathway
    NM_152873; NM_152874; NM_152875;
    NM_152876; NM_152877
    CISPLATIN NM_000639 Fas ligand (TNF superfamily, member 6) FASLG 16009487 death pathway
    CISPLATIN NM_002009 fibroblast growth factor 7 (keratinocyte growth factor) FGF7 18708365
    CISPLATIN NM_000142; NM_022965 fibroblast growth factor receptor 3 FGFR3 12066199
    CISPLATIN NM_005438 FOS-like antigen 1 FOSL1 15756446, 16061661 sensitivity
    CISPLATIN NM_001924 growth arrest and DNA-damage-inducible, alpha GADD45A 19003803
    CISPLATIN NM_004864 growth differentiation factor 15 GDF15 16898872
    CISPLATIN NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 12851839 polymorphisms
    CISPLATIN NM_000849 glutathione S-transferase mu 3 (brain) GSTM3 11081456 polymorphisms
    CISPLATIN NM_000852 glutathione S-transferase pi 1 GSTP1 14678959, 15239142, 15279901, resistance
    15737843, 2747627
    CISPLATIN NM_000853 glutathione S-transferase theta 1 GSTT1 12851839 polymorphisms
    CISPLATIN NM_000858; NM_001159390; NM_001159391 guanylate kinase 1 GUK1 16898872
    CISPLATIN NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 16532342, 17498666 resistance
    loop-helix transcription factor)
    CISPLATIN NM_001540 heat shock 27 kDa protein 1 HSPB1 19088045
    CISPLATIN NM_002157 heat shock 10 kDa protein 1 (chaperonin 10) HSPE1 16394183 resistance
    CISPLATIN NM_013247; NM_145074 HtrA serine peptidase 2 HTRA2 15863139 death pathway
    CISPLATIN NM_003641 interferon induced transmembrane protein 1 (9-27) IFITM1 16898872 sensitivity
    CISPLATIN NM_000598; NM_001013398 insulin-like growth factor binding protein 3 IGFBP3 16061661 sensitivity
    CISPLATIN NM_000418; NM_001008699 interleukin 4 receptor IL4R 14678968
    CISPLATIN NM_002207 integrin, alpha 9 ITGA9 12066199
    CISPLATIN NM_000213; NM_001005619; NM_001005731 integrin, beta 4 ITGB4 12066199 altered by
    platin
    CISPLATIN NM_002228 jun oncogene JUN 16898872 altered by
    platin
    CISPLATIN NM_002276 keratin 19 KRT19 16061661 sensitivity
    CISPLATIN NM_002272 keratin 4 KRT4 16061661 sensitivity
    CISPLATIN NM_024552 LAG1 homolog, ceramide synthase 4 LASS4 15756446 unrelated
    CISPLATIN NM_004526 minichromosome maintenance complex component 2 MCM2 16061661 resistance
    CISPLATIN NM_004774 mediator complex subunit 1 MED1 15650019 sensitivity
    CISPLATIN NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 15015788, 2766459, 7562019, resistance
    15809756, 16043385, 16039682,
    16043385
    CISPLATIN NM_002425 matrix metallopeptidase 10 (stromelysin 2) MMP10 12066199 altered by
    platin
    CISPLATIN NM_002428 matrix metallopeptidase 15 (membrane-inserted) MMP15 12066199 altered by
    platin
    CISPLATIN NM_005941; NM_022564 matrix metallopeptidase 16 (membrane-inserted) MMP16 12066199 altered by
    platin
    CISPLATIN NM_015084 mitochondrial ribosomal protein S27 MRPS27 15756446 sensitivity
    CISPLATIN NM_005946 metallothionein 1A MT1A 12680227 resistance
    CISPLATIN NM_005953 metallothionein 2A MT2A 12680227, 16394183 resistance
    CISPLATIN NM_005954 metallothionein 3 MT3 16061661, 16898872 resistance
    CISPLATIN NM_005115; NM_017458 major vault protein MVP 15802814 resistance
    CISPLATIN NM_004536; NM_022892 NLR family, apoptosis inhibitory protein NAIP 11911975, 11911975, 14654915
    CISPLATIN NM_006534; NM_181659 nuclear receptor coactivator 3 NCOA3 15650019
    CISPLATIN NM_004557 Notch homolog 4 (Drosophila) NOTCH4 16898872
    CISPLATIN NM_003889; NM_022002; NM_033013 nuclear receptor subfamily 1, group I, member 2 NR1I2 15650019 resistance
    CISPLATIN NM_002528 nth endonuclease III-like 1 (E. coli) NTHL1 16898872 resistance
    CISPLATIN NM_001618 poly (ADP-ribose) polymerase 1 PARP1 16009487, 18 altered by
    platin
    CISPLATIN NM_002592; NM_182649 proliferating cell nuclear antigen PCNA 11099651
    CISPLATIN NM_005313 protein disulfide isomerase family A, member 3 PDIA3 15756446
    CISPLATIN NM_002624; NM_145897 prefoldin subunit 5 PFDN5 16898872
    CISPLATIN NM_000291 phosphoglycerate kinase 1 PGK1 15756446 sensitivity
    CISPLATIN NM_021127 phorbol-12-myristate-13-acetate-induced protein 1 PMAIP1 17216584
    CISPLATIN NM_001081640; NM_006904 protein kinase, DNA-activated, catalytic polypeptide PRKDC 18546291
    CISPLATIN NM_000311; NM_001080121; NM_001080122; prion protein PRNP 15386405
    NM_001080123; NM_183079
    CISPLATIN NM_000314 phosphatase and tensin homolog PTEN 11707646 sensitivity
    CISPLATIN NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 15517878, 18695918 resistance
    G/H synthase and cyclooxygenase)
    CISPLATIN NM_005607; NM_153831 PTK2 protein tyrosine kinase 2 PTK2 16391810 resistance
    CISPLATIN NM_006788 ralA binding protein 1 RALBP1 resistance
    CISPLATIN NM_000321 retinoblastoma 1 RB1 14704340
    CISPLATIN NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 19003803
    (avian)
    CISPLATIN NM_001042678; NM_001042679; NM_175744 ras homolog gene family, member C RHOC 16898872
    CISPLATIN NM_015414; NM_033643 ribosomal protein L36 RPL36 16394183 resistance
    CISPLATIN NM_001009 ribosomal protein S5 RPS5 16898872
    CISPLATIN NM_001031680; NM_004350 runt-related transcription factor 3 RUNX3 15756676
    CISPLATIN NM_006142 stratifin SFN 15999354
    CISPLATIN NM_001078174; NM_001078175; NM_001078176; solute carrier family 29 (nucleoside transporters), SLC29A1 18728667 drug import
    NM_001078177; NM_004955 member 1
    CISPLATIN NM_001859 solute carrier family 31 (copper transporters), member 1 SLC31A1 15985617
    CISPLATIN NM_003745 suppressor of cytokine signaling 1 SOCS1 17374387 unrelated
    CISPLATIN NM_021102 serine peptidase inhibitor, Kunitz type, 2 SPINT2 15756446
    CISPLATIN NM_198253; NM_198255 telomerase reverse transcriptase TERT 18021753
    CISPLATIN NM_001063 transferrin TF 16773208
    CISPLATIN NM_003808; NM_172087; NM_172088 tumor necrosis factor (ligand) superfamily, member 13 TNFSF13 18423122
    CISPLATIN NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12807743, 14562046, 15578696, sensitivity
    NM_001126114; NM_001126115; 15990222, 12082016, 17555331,
    NM_001126116; NM_001126117 15990222, 16020667, 15999354,
    16077963, 16211088, 17216584,
    17498666, 17555331
    CISPLATIN NM_001126240; NM_001126241; NM_001126242; tumor protein p73 TP73 14678968, 17076661 sensitivity
    NM_005427
    CISPLATIN NM_000365; NM_001159287 triosephosphate isomerase 1 TPI1 18309519
    CISPLATIN NM_014294 translocation associated membrane protein 1 TRAM1 16061661 sensitivity
    CISPLATIN NM_016292 TNF receptor-associated protein 1 TRAP1 16061661 resistance
    CISPLATIN NM_006009 tubulin, alpha 1a TUBA1A 16898872 resistance
    CISPLATIN NM_003329 thioredoxin TXN 10754530 resistance
    CISPLATIN NM_001071 thymidylate synthetase TYMS 10482907, 15737843 resistance
    CISPLATIN NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 17498666
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    CISPLATIN NM_001167 X-linked inhibitor of apoptosis XIAP 11911975, 16142363, 15863139, resistance
    14654915, 15981204, 14601052,
    16391810, 16391810, 15863139,
    18071906
    CISPLATIN NM_000380 xeroderma pigmentosum, complementation group A XPA 15882455
    CISPLATIN NM_006297 X-ray repair complementing defective repair in Chinese XRCC1 15882455
    hamster cells 1
    CISPLATIN NM_021141 X-ray repair complementing defective repair in Chinese XRCC5 12384553, 18546291
    hamster cells 5 (double-strand-break rejoining)
    CISPLATIN NM_001469 X-ray repair complementing defective repair in Chinese XRCC6 18546291 polymorphisms
    hamster cells 6
    CISPLATIN NM_004926 zinc finger protein 36, C3H type-like 1 ZFP36L1 15880358 altered by
    platin
    OXALIPLATIN NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 18790786, 19147571
    OXALIPLATIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 16024531 resistance
    OXALIPLATIN NM_001191; NM_138578 BCL2-like 1 BCL2L1 16024531 resistance
    OXALIPLATIN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16004971, 16004971, 16024531, altered by
    19147571 oxaliplatin
    OXALIPLATIN NM_001237 cyclin A2 CCNA2 15204521 altered by
    oxaliplatin
    OXALIPLATIN NM_031966 cyclin B1 CCNB1 15204521 altered by
    oxaliplatin
    OXALIPLATIN NM_053056 cyclin D1 CCND1 19147571
    OXALIPLATIN NM_001238; NM_057182 cyclin E1 CCNE1 15204521 altered by
    oxaliplatin
    OXALIPLATIN NM_001785 cytidine deaminase CDA 18728667
    OXALIPLATIN NM_001130829; NM_001786; NM_033379 cell division cycle 2, G1 to S and G2 to M CDC2 15204521, 16024531 altered by
    oxaliplatin
    OXALIPLATIN NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 15204521 altered by
    oxaliplatin
    OXALIPLATIN NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 15204521 altered by
    oxaliplatin
    OXALIPLATIN NM_001025248; NM_001025249; NM_001948 deoxyuridine triphosphatase DUT 19015155
    OXALIPLATIN NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 16098254 polymorphism
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    OXALIPLATIN NM_001983; NM_202001 excision repair cross-complementing rodent repair ERCC1 15655543, 17401013, resistance
    deficiency, complementation group 1 (includes 18448328, 15213713
    overlapping antisense sequence)
    OXALIPLATIN NM_000400; NM_001130867 excision repair cross-complementing rodent repair ERCC2 15213713, 15655543, 17401013
    deficiency, complementation group 2
    OXALIPLATIN NM_001160030; NM_001160031; NM_002019 fms-related tyrosine kinase 1 (vascular endothelial FLT1 18790786
    growth factor/vascular permeability factor receptor)
    OXALIPLATIN FRAP1 19147571
    OXALIPLATIN NM_000852 glutathione S-transferase pi 1 GSTP1 15213713, 15655543, 17401013 resistance
    OXALIPLATIN NM_005524 hairy and enhancer of split 1, (Drosophila) HES1 19147571
    OXALIPLATIN NM_000634 interleukin 8 receptor, alpha IL8RA 16098254
    OXALIPLATIN NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 18790786
    OXALIPLATIN NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 18790786
    OXALIPLATIN NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 15204521 sensitivity
    (avian)
    OXALIPLATIN NM_015331 nicastrin NCSTN 19147571
    OXALIPLATIN NM_017617 Notch homolog 1, translocation-associated NOTCH1 19147571
    (Drosophila)
    OXALIPLATIN NM_001024628; NM_001024629; NM_003873 neuropilin 1 NRP1 18790786
    OXALIPLATIN NM_002632 placental growth factor PGF 18790786
    OXALIPLATIN NM_000021; NM_007318 presenilin 1 PSEN1 19147571
    OXALIPLATIN NM_000321 retinoblastoma 1 RB1 15204521 altered by
    oxaliplatin
    OXALIPLATIN NM_005980 S100 calcium binding protein P S100P 18636193
    OXALIPLATIN NM_003109; NM_138473 Sp1 transcription factor SP1 19015155
    OXALIPLATIN NM_005417; NM_198291 v-src sarcoma (Schmidt-Ruppin A-2) viral oncogene SRC 18790786
    homolog (avian)
    OXALIPLATIN NM_003286 topoisomerase (DNA) I TOP1 18509181
    OXALIPLATIN NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 19015155
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    OXALIPLATIN NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 18728667
    OXALIPLATIN NM_001071 thymidylate synthetase TYMS 15213713, 18448328, 19074750 resistance
    OXALIPLATIN NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 18790786
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    OXALIPLATIN NM_005429 vascular endothelial growth factor C VEGFC 18790786
    BUSULFAN NM_145740 glutathione S-transferase alpha 1 GSTA1 10437668, 10570028, 8886613, drug
    12429583, 15779864 metabolism
    BUSULFAN NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 15142875, 8886613 unrelated
    BUSULFAN NM_000852 glutathione S-transferase pi 1 GSTP1 15779864, 8886613 unrelated
    BUSULFAN NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16039682 unrelated
    BUSULFAN NM_002413 microsomal glutathione S-transferase 2 MGST2 15779864 resistance
    PROCARBAZINE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16033832
    DACARBAZINE NM_001641; NM_080648; NM_080649 APEX nuclease (multifunctional DNA repair enzyme) 1 APEX1 16373707 resistance
    DACARBAZINE NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 15577328
    DACARBAZINE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 17410615 death pathway
    DACARBAZINE NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 17410615
    NM_033355; NM_033356; NM_033358
    DACARBAZINE NM_001775 CD38 molecule CD38 11583285, 14669796, 16078447 unrelated
    DACARBAZINE NM_001781 CD69 molecule CD69 14669796, 17973783 unrelated
    DACARBAZINE NM_000499 cytochrome P450, family 1, subfamily A, polypeptide 1 CYP1A1 11751525 drug activation
    DACARBAZINE NM_000761 cytochrome P450, family 1, subfamily A, polypeptide 2 CYP1A2 11751525 drug activation
    DACARBAZINE NM_000799 erythropoietin EPO 15743794 resistance
    DACARBAZINE NM_024013 interferon, alpha 1 IFNA1 11583285, 16078447 therapy
    DACARBAZINE NM_000605 interferon, alpha 2 IFNA2 14669796, 17973783 therapy
    DACARBAZINE NM_000584 interleukin 8 IL8 12939465, 15123733, altered by
    15026559, 12939465, DTIC
    15026559, 15123733, 12939465
    DACARBAZINE NM_002198 interferon regulatory factor 1 IRF1 17973783 unrelated
    DACARBAZINE NM_005921 mitogen-activated protein kinase kinase kinase 1 MAP3K1 15123733
    DACARBAZINE NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 15123733
    DACARBAZINE NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 15123733
    DACARBAZINE NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 12787138
    DACARBAZINE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 10751609, 12170182, 15870882, resistance
    14562026
    DACARBAZINE NM_002689 polymerase (DNA directed), alpha 2 (70 kD subunit) POLA2
    DACARBAZINE NM_006516 solute carrier family 2 (facilitated glucose transporter), SLC2A1 17520257 resistance
    member 1
    DACARBAZINE NM_003810 tumor necrosis factor (ligand) superfamily, member 10 TNFSF10 17410615 therapy
    DACARBAZINE NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 12939465, 15123733, 15026559,
    NM_001025369; NM_001025370; 12939465, 15026559, 12939465,
    NM_001033756; NM_003376 15123733, 15026559, 15123733,
    12939465
    TEMOZOLOMIDE NM_000029 angiotensinogen (serpin peptidase inhibitor, clade A, AGT 11034089 resistance
    member 8)
    TEMOZOLOMIDE AKT resistance
    TEMOZOLOMIDE NM_004052 BCL2/adenovirus E1B 19 kDa interacting protein 3 BNIP3 resistance
    TEMOZOLOMIDE NM_001129889; NM_001922 dopachrome tautomerase (dopachrome delta- DCT 15897911
    isomerase, tyrosine-related protein 2)
    TEMOZOLOMIDE NM_002006 fibroblast growth factor 2 (basic) FGF2 resistance
    TEMOZOLOMIDE NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 sensitivity
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    TEMOZOLOMIDE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 15319033, 15486188, resistance
    15758010, 15814657, 15833865,
    16039682, 15865885, 16075413
    TEMOZOLOMIDE NM_001015052; NM_001015054; NM_002434 N-methylpurine-DNA glycosylase MPG 15299078, 15299078, 16024643 sensitivity
    TEMOZOLOMIDE NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 17638900
    enhancer in B-cells inhibitor, alpha
    TEMOZOLOMIDE NM_001618 poly (ADP-ribose) polymerase 1 PARP1 15867241 resistance
    TEMOZOLOMIDE NM_021127 phorbol-12-myristate-13-acetate-induced protein 1 PMAIP1 17216584 unrelated
    TEMOZOLOMIDE NM_002690 polymerase (DNA directed), beta POLB 16024643 resistance
    TEMOZOLOMIDE NM_007195 polymerase (DNA directed) iota POLI 16024643 unrelated
    TEMOZOLOMIDE NM_013274 polymerase (DNA directed), lambda POLL 16024643 unrelated
    TEMOZOLOMIDE NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 17638900
    G/H synthase and cyclooxygenase)
    TEMOZOLOMIDE NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 17638900
    (avian)
    TEMOZOLOMIDE NM_000636; NM_001024465; NM_001024466 superoxide dismutase 2, mitochondrial SOD2 17638900
    TEMOZOLOMIDE NM_198253; NM_198255 telomerase reverse transcriptase TERT 18021753
    TEMOZOLOMIDE NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 17638900
    TEMOZOLOMIDE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 17216584 resistance
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    TEMOZOLOMIDE NM_001167 X-linked inhibitor of apoptosis XIAP 17638900
    THIOTEPA NM_004322; NM_032989 BCL2-associated agonist of cell death BAD 10822281
    THIOTEPA NM_001188 BCL2-antagonist/killer 1 BAK1 10822281
    THIOTEPA NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 10822281
    NM_138764; NM_138765
    THIOTEPA NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 10822281
    THIOTEPA NM_001191; NM_138578 BCL2-like 1 BCL2L1 10822281
    THIOTEPA NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 15769884
    THIOTEPA NM_145740 glutathione S-transferase alpha 1 GSTA1 7712478 polymorphism
    THIOTEPA NM_000846 glutathione S-transferase alpha 2 GSTA2 7712478 polymorphism
    THIOTEPA NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 7712478 polymorphism
    THIOTEPA NM_000852 glutathione S-transferase pi 1 GSTP1 10334868, 7712478 polymorphism
    THIOTEPA NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16039682 unrelated
    THIOTEPA NM_002542; NM_016819; NM_016820; 8-oxoguanine DNA glycosylase OGG1 11431349, 11
    NM_016821; NM_016826; NM_016827;
    NM_016828; NM_016829
    ECTEINASCIDIN NM_001237 cyclin A2 CCNA2
    743
    ECTEINASCIDIN NM_031966 cyclin B1 CCNB1
    743
    ECTEINASCIDIN NM_004701 cyclin B2 CCNB2
    743
    ECTEINASCIDIN NM_005225 E2F transcription factor 1 E2F1
    743
    DOCETAXEL NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15239124, 15239142 resistance
    member 1
    DOCETAXEL NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 15239124 resistance
    NM_019899; NM_019900 member 1
    DOCETAXEL NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 15849751 resistance
    member
    2
    DOCETAXEL NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 resistance
    DOCETAXEL NM_001191; NM_138578 BCL2-like 1 BCL2L1 16080463 resistance
    DOCETAXEL NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16224667, 19 resistance
    DOCETAXEL NM_001211 budding uninhibited by benzimidazoles 1 homolog beta BUB1B 18691855
    (yeast)
    DOCETAXEL NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 15970518 death pathway
    DOCETAXEL NM_031966 cyclin B1 CCNB1
    DOCETAXEL NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 16080463 unrelated
    DOCETAXEL NM_000103; NM_031226 cytochrome P450, family 19, subfamily A, polypeptide 1 CYP19A1 15623590
    DOCETAXEL NM_000104 cytochrome P450, family 1, subfamily B, polypeptide 1 CYP1B1 18187806 drug
    metabolism
    DOCETAXEL NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 15239142 drug
    metabolism
    DOCETAXEL NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15567936, 15834928, 17010609 unrelated
    homolog
    2, neuro/glioblastoma derived oncogene
    homolog (avian)
    DOCETAXEL NM_000852 glutathione S-transferase pi 1 GSTP1 15239142 resistance
    DOCETAXEL NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 17498666 altered by
    loop-helix transcription factor) docetaxel
    DOCETAXEL NM_001130442; NM_005343; NM_176795 v-Ha-ras Harvey rat sarcoma viral oncogene homolog HRAS 15970518 resistance
    DOCETAXEL NM_000600 interleukin 6 (interferon, beta 2) IL6 15623590 altered by
    docetaxel
    DOCETAXEL NM_002358 MAD2 mitotic arrest deficient-like 1 (yeast) MAD2L1 18691855
    DOCETAXEL NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 15970518 resistance
    DOCETAXEL NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 15970518 resistance
    DOCETAXEL NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 16080190
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    DOCETAXEL NR_022009; NR_022009; NR_022009; Prader-Willi/Angelman region-1 PAR1 16052512
    NR_022009; NR_022009; NR_022009;
    NR_022009
    DOCETAXEL NM_001618 poly (ADP-ribose) polymerase 1 PARP1 15970518 altered by
    docetaxel
    DOCETAXEL NM_000926 progesterone receptor PGR 15623590
    DOCETAXEL NM_000941 P450 (cytochrome) oxidoreductase POR 15239142 unrelated
    DOCETAXEL NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 15623590 resistance
    G/H synthase and cyclooxygenase)
    DOCETAXEL NM_002880 v-raf-1 murine leukemia viral oncogene homolog 1 RAF1 15970518 unrelated
    DOCETAXEL NM_000321 retinoblastoma 1 RB1 15297405
    DOCETAXEL NM_005983; NM_032637 S-phase kinase-associated protein 2 (p45) SKP2 18644126 unrelated
    DOCETAXEL NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 15623590
    DOCETAXEL NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 17922852
    10b
    DOCETAXEL NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15297405, 15970518, 15970518,
    NM_001126114; NM_001126115; 16080190, 16080190, 17369602
    NM_001126116; NM_001126117
    DOCETAXEL NM_178014 tubulin, beta TUBB 15239142, 16080190 target/resistance
    DOCETAXEL NM_030773 tubulin, beta 1 TUBB1 target/resistance
    DOCETAXEL NM_001071 thymidylate synthetase TYMS 19074750
    DOCETAXEL NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 17498666 altered by
    NM_001025369; NM_001025370; docetaxel
    NM_001033756; NM_003376
    DOCETAXEL NM_001167 X-linked inhibitor of apoptosis XIAP 19102932
    PACLITAXEL NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 10617675, 15239142, 15650019, resistance
    member 1 15901749, 15990222, 15252144,
    15990222, 15650019, 16322897,
    18433974
    PACLITAXEL NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 15548710 resistance
    NM_019899; NM_019900 member 1
    PACLITAXEL NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 15645438, 15849751 resistance
    member
    2
    PACLITAXEL NM_001130846; NM_001130847; NM_004208; apoptosis-inducing factor, mitochondrion-associated, 1 AIFM1 16168113 death pathway
    NM_145812; NM_145813
    PACLITAXEL NM_001354; NM_205845 aldo-keto reductase family 1, member C2 (dihydrodiol AKR1C2 16322897 unrelated
    dehydrogenase
    2; bile acid binding protein; 3-alpha
    hydroxysteroid dehydrogenase, type III)
    PACLITAXEL NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 16211241, 16782806, 18071906 resistance
    PACLITAXEL NM_001626 v-akt murine thymoma viral oncogene homolog 2 AKT2 18071906 resistance
    PACLITAXEL NM_005465; NM_181690 v-akt murine thymoma viral oncogene homolog 3 AKT3 18071906 resistance
    (protein kinase B, gamma)
    PACLITAXEL NM_001144 autocrine motility factor receptor AMFR 16896004
    PACLITAXEL NM_001160; NM_013229; NM_181861; apoptotic peptidase activating factor 1 APAF1 14749477 death pathway
    NM_181868; NM_181869
    PACLITAXEL NM_004312 arrestin 3, retinal (X-arrestin) ARR3 16322897
    PACLITAXEL NM_018136 asp (abnormal spindle) homolog, microcephaly ASPM 17374387
    associated (Drosophila)
    PACLITAXEL NM_003600; NM_198433; NM_198434; aurora kinase A AURKA 17374387 resistance
    NM_198435; NM_198436; NM_198437
    PACLITAXEL NM_004322; NM_032989 BCL2-associated agonist of cell death BAD 10822281, 16413505 death pathway
    PACLITAXEL NM_001188 BCL2-antagonist/killer 1 BAK1 10822281
    PACLITAXEL NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 10822281, 16051289, 16168113 death pathway
    NM_138764; NM_138765
    PACLITAXEL NM_033028 Bardet-Biedl syndrome 4 BBS4 16896004
    PACLITAXEL NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 10822281, 12086014, 16168113, resistance
    16243823, 16275990, 16322897
    PACLITAXEL NM_001191; NM_138578 BCL2-like 1 BCL2L1 10822281, 14749477, 16051289, resistance
    16243823,
    16275990, 11468182, 16080463
    PACLITAXEL NM_003766 beclin 1, autophagy related BECN1 16896004
    PACLITAXEL NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 14749477 unrelated
    PACLITAXEL NM_001166 baculoviral IAP repeat-containing 2 BIRC2 14749477, 16243823 unrelated
    PACLITAXEL NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 14749477, 16243823 resistance
    PACLITAXEL NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 14749477, 15970709, 16170024, resistance
    16202317, 16211241, 16373717
    PACLITAXEL NM_001719 bone morphogenetic protein 7 BMP7 16322897
    PACLITAXEL NM_001130914; NM_006806 BTG family, member 3 BTG3 16896004
    PACLITAXEL NM_001211 budding uninhibited by benzimidazoles 1 homolog beta BUB1B 18691855 resistance
    (yeast)
    PACLITAXEL C7ORF23 15556294
    PACLITAXEL NM_001218; NM_206925 carbonic anhydrase XII CA12 16896004 unrelated
    PACLITAXEL NM_001033952; NM_001033953; NM_001741 calcitonin-related polypeptide alpha CALCA 16222118
    PACLITAXEL NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 10822281, 12086014, 16051289, death pathway
    16168113, 16170024, 16413505,
    18071906
    PACLITAXEL NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 14749477, 16168113 death pathway
    NM_033340
    PACLITAXEL NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 14749477, 16051289, 16168113, death pathway
    NM_033355; NM_033356; NM_033358 18071906
    PACLITAXEL NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 14749477, 16168113, 16170024 death pathway
    PACLITAXEL NM_001753 caveolin 1, caveolae protein, 22 kDa CAV1 16322897 altered by
    paclitaxel
    PACLITAXEL NM_031966 cyclin B1 CCNB1 16356831 sensitivity/
    resistance
    PACLITAXEL NM_053056 cyclin D1 CCND1 16243823 sensitivity/
    unrelated
    PACLITAXEL NM_002389; NM_153826; NM_172350; CD46 molecule, complement regulatory protein CD46 16322897
    NM_172351; NM_172352; NM_172353;
    NM_172354; NM_172355; NM_172356;
    NM_172357; NM_172358; NM_172359;
    NM_172360; NM_172361
    PACLITAXEL NM_001025079; NM_001777; NM_198793 CD47 molecule CD47 16322897
    PACLITAXEL NM_001785 cytidine deaminase CDA 18728667
    PACLITAXEL NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 16168113, 16413505 sensitivity
    PACLITAXEL NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 16080463 resistance
    PACLITAXEL NM_001831; NM_203339 clusterin CLU 16308731, 16 resistance
    PACLITAXEL NM_006565 CCCTC-binding factor (zinc finger protein) CTCF 16322897
    PACLITAXEL NM_001332 catenin (cadherin-associated protein), delta 2 (neural CTNND2 16896004
    plakophilin-related arm-repeat protein)
    PACLITAXEL NM_001912; NM_145918 cathepsin L1 CTSL1 16322897
    PACLITAXEL NM_001008540; NM_003467 chemokine (C—X—C motif) receptor 4 CXCR4 16322897
    PACLITAXEL NM_006564 chemokine (C—X—C motif) receptor 6 CXCR6 16322897
    PACLITAXEL NM_020311 chemokine (C—X—C motif) receptor 7 CXCR7 16322897
    PACLITAXEL NM_018947 cytochrome c, somatic CYCS 14749477, 16051289, 16413505 death pathway
    PACLITAXEL NM_000103; NM_031226 cytochrome P450, family 19, subfamily A, polypeptide 1 CYP19A1 14691014
    PACLITAXEL NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 14977870
    PACLITAXEL NM_000770 cytochrome P450, family 2, subfamily C, polypeptide 8 CYP2C8 12464242, 12401345, 16124035, drug
    15239142, 15933212, 15901749 metabolism
    PACLITAXEL NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 12065438, 15650019, 15901749 drug
    metabolism
    PACLITAXEL NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 14749477 sensitivity
    PACLITAXEL NM_000110 dihydropyrimidine dehydrogenase DPYD 18506536, 18630517
    PACLITAXEL NM_001949 E2F transcription factor 3 E2F3 16896004
    PACLITAXEL NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15723263, 16211241, 16413505 resistance
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    PACLITAXEL NM_001042599; NM_005235 v-erb-a erythroblastic leukemia viral oncogene ERBB4 16896004
    homolog 4 (avian)
    PACLITAXEL NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 16051289 sensitivity
    NM_152873; NM_152874; NM_152875;
    NM_152876; NM_152877
    PACLITAXEL NM_000639 Fas ligand (TNF superfamily, member 6) FASLG 16051289 sensitivity
    PACLITAXEL NM_001135821; NM_001135822; NM_002004 farnesyl diphosphate synthase (farnesyl FDPS 16322897
    pyrophosphate synthetase,
    dimethylallyltranstransferase, geranyltranstransferase)
    PACLITAXEL NM_002032 ferritin, heavy polypeptide 1 FTH1 16322897
    PACLITAXEL NM_000146 ferritin, light polypeptide FTL 16322897
    PACLITAXEL NM_002569 furin (paired basic amino acid cleaving enzyme) FURIN 16322897
    PACLITAXEL NM_001136007; NM_001136008; NM_001136009; FXYD domain containing ion transport regulator 3 FXYD3 16322897
    NM_001136010; NM_001136011;
    NM_001136012; NM_005971;
    NM_021910
    PACLITAXEL NM_001924 growth arrest and DNA-damage-inducible, alpha GADD45A 16322897 sensitivity
    PACLITAXEL NM_000156; NM_138924 guanidinoacetate N-methyltransferase GAMT 16896004
    PACLITAXEL NM_001145453; NM_005264; NM_145793 GDNF family receptor alpha 1 GFRA1 16896004
    PACLITAXEL NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 12851839 resistance
    PACLITAXEL NM_000851 glutathione S-transferase mu 5 GSTM5 16322897 resistance
    PACLITAXEL NM_000852 glutathione S-transferase pi 1 GSTP1 15239142 resistance
    PACLITAXEL NM_000853 glutathione S-transferase theta 1 GSTT1 12851839 resistance
    PACLITAXEL NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 17498666
    loop-helix transcription factor)
    PACLITAXEL NM_000201 intercellular adhesion molecule 1 ICAM1 16243823 altered by
    paclitaxel
    PACLITAXEL NM_006332 interferon, gamma-inducible protein 30 IFI30 16322897
    PACLITAXEL NM_000875 insulin-like growth factor 1 receptor IGF1R 15499378
    PACLITAXEL NM_001552 insulin-like growth factor binding protein 4 IGFBP4 16896004
    PACLITAXEL NM_002213 integrin, beta 5 ITGB5 16322897
    PACLITAXEL JMJD2B 16896004
    PACLITAXEL NM_002228 jun oncogene JUN 15585644 altered by
    paclitaxel
    PACLITAXEL NM_020853 KIAA1467 KIAA1467 16896004
    PACLITAXEL NM_007054 kinesin family member 3A KIF3A 16896004
    PACLITAXEL NM_002274; NM_153490 keratin 13 KRT13 16322897
    PACLITAXEL NM_002358 MAD2 mitotic arrest deficient-like 1 (yeast) MAD2L1 18691855
    PACLITAXEL NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 16051289, 16211241, 16413505
    PACLITAXEL NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 16051289 death pathway
    NM_139014
    PACLITAXEL NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 16051289, 16211241, 16413505
    PACLITAXEL NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 16051289 death pathway
    NM_139049
    PACLITAXEL NM_001135044; NM_002752; NM_139068; mitogen-activated protein kinase 9 MAPK9 16051289 death pathway
    NM_139069; NM_139070
    PACLITAXEL NM_001123066; NM_001123067; NM_005910; microtubule-associated protein tau MAPT 16896004 resistance
    NM_016834; NM_016835; NM_016841
    PACLITAXEL NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 14749477 resistance
    PACLITAXEL NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 13130078 resistance
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    PACLITAXEL NM_004774 mediator complex subunit 1 MED1 15650019
    PACLITAXEL NM_015335 mediator complex subunit 13-like MED13L 16896004
    PACLITAXEL NM_014791 maternal embryonic leucine zipper kinase MELK 16896004
    PACLITAXEL NM_024042 meteorin, glial cell differentiation regulator METRN 16896004
    PACLITAXEL NM_004994 matrix metallopeptidase 9 (gelatinase B, 92 kDa MMP9 16243823
    gelatinase, 92 kDa type IV collagenase)
    PACLITAXEL NM_175617 metallothionein 1E MT1E 16322897 unrelated
    PACLITAXEL NM_005953 metallothionein 2A MT2A 16322897 unrelated
    PACLITAXEL NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 16243823, 18802399 death pathway
    (avian)
    PACLITAXEL NM_000662 N-acetyltransferase 1 (arylamine N-acetyltransferase) NAT1 15015580, 17564303 altered by
    paclitaxel
    PACLITAXEL NM_006534; NM_181659 nuclear receptor coactivator 3 NCOA3 15650019
    PACLITAXEL NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 16243823 altered by
    enhancer in B-cells 1 paclitaxel
    PACLITAXEL NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 16243823 sensitivity
    enhancer in B-cells inhibitor, alpha
    PACLITAXEL NM_024522 Na+/K+ transporting ATPase interacting 1 NKAIN1 16896004
    PACLITAXEL NM_003889; NM_022002; NM_033013 nuclear receptor subfamily 1, group I, member 2 NR1I2 14977870, 15864135, 15650019, resistance
    15650019, 12065438, 15864135
    PACLITAXEL NM_001618 poly (ADP-ribose) polymerase 1 PARP1 14749477, 15585644, altered by
    18071906, 15585644 paclitaxel
    PACLITAXEL NM_002613; NM_031268 3-phosphoinositide dependent protein kinase-1 PDPK1 16782806 resistance
    PACLITAXEL NM_000304; NM_153321; NM_153322 peripheral myelin protein 22 PMP22 16322897
    PACLITAXEL NM_000941 P450 (cytochrome) oxidoreductase POR 15239142 unrelated
    PACLITAXEL NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    PACLITAXEL NM_000314 phosphatase and tensin homolog PTEN 11707646, 15548710 resistance/
    mutation
    PACLITAXEL NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 16127422, 16243823, 16831230 sensitivity/
    G/H synthase and cyclooxygenase) resistance
    PACLITAXEL NM_005855 receptor (G protein-coupled) activity modifying protein 1 RAMP1 16896004
    PACLITAXEL NM_000321 retinoblastoma 1 RB1 15138593 altered by
    paclitaxel
    PACLITAXEL NM_005611 retinoblastoma-like 2 (p130) RBL2 15585644 unrelated
    PACLITAXEL NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15291876, 16243823 resistance
    (avian)
    PACLITAXEL NM_000449; NM_001025603 regulatory factor X, 5 (influences HLA class II RFX5 16322897
    expression)
    PACLITAXEL NM_000984 ribosomal protein L23a RPL23A 16322897
    PACLITAXEL NM_001003; NM_213725 ribosomal protein, large, P1 RPLP1 16322897
    PACLITAXEL NM_001034 ribonucleotide reductase M2 polypeptide RRM2 16896004
    PACLITAXEL NM_001015055; NM_001015056; NM_033046 rhotekin RTKN 15480428
    PACLITAXEL NM_005980 S100 calcium binding protein P S100P 16322897, 18636193 sensitivity
    PACLITAXEL NM_020974 signal peptide, CUB domain, EGF-like 2 SCUBE2 16896004
    PACLITAXEL NM_003130; NM_198901 sorcin SRI 18423116
    PACLITAXEL NM_198253; NM_198255 telomerase reverse transcriptase TERT 18021753
    PACLITAXEL NM_003225 trefoil factor 1 TFF1 16322897
    PACLITAXEL NM_018271 threonine synthase-like 2 (S. cerevisiae) THNSL2 16896004
    PACLITAXEL NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 17922852 altered by
    10b paclitaxel
    PACLITAXEL NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 16322897 altered by
    paclitaxel
    PACLITAXEL NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15990222, 15990222, 12082016, unrelated
    NM_001126114; NM_001126115; 16168113, 16413505
    NM_001126116; NM_001126117
    PACLITAXEL NM_178014 tubulin, beta TUBB 15239142 target/resistance
    PACLITAXEL NM_030773 tubulin, beta 1 TUBB1 target ?
    PACLITAXEL NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 18506536, 18630517
    PACLITAXEL NM_001071 thymidylate synthetase TYMS 10482907, 16168113, 18630517 unrelated
    PACLITAXEL NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 16243823, 17498666
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    PACLITAXEL NM_001167 X-linked inhibitor of apoptosis XIAP 16243823, 16356831, 18071906 resistance
    PACLITAXEL NM_024762 zinc finger protein 552 ZNF552 16896004
    VINBLASTINE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 11355955, 8917702, 15725475, resistance
    member 1 15466210, 15640379, 15824923,
    16221533
    VINBLASTINE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 16156793 resistance
    NM_019899; NM_019900 member 1
    VINBLASTINE NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 15849751, 9525973, 15849751 resistance
    member
    2
    VINBLASTINE NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846
    VINBLASTINE NM_001556 inhibitor of kappa light polypeptide gene enhancer in B- IKBKB 17029595 altered by VB
    cells, kinase beta
    VINBLASTINE NM_002228 jun oncogene JUN 12221076 resistance
    VINBLASTINE NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 12221076 death pathway
    NM_139049
    VINBLASTINE NM_001135044; NM_002752; NM_139068; mitogen-activated protein kinase 9 MAPK9 12221076 death pathway
    NM_139069; NM_139070
    VINBLASTINE NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 18802399
    (avian)
    VINBLASTINE NM_001136022; NM_004554 nuclear factor of activated T-cells, cytoplasmic, NFATC4 17044076
    calcineurin-dependent 4
    VINBLASTINE NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 17029595
    enhancer in B-cells inhibitor, alpha
    VINBLASTINE NM_006788 ralA binding protein 1 RALBP1 resistance
    VINBLASTINE NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 17922852
    10b
    VINBLASTINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12221076
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    VINBLASTINE NM_001069 tubulin, beta 2A TUBB2A unrelated
    VINCRISTINE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 10617675, 11934808, resistance
    member 1 15239124, 16038730, 15645438,
    16925584
    VINCRISTINE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 10900222, 15581632, 15896345, resistance
    NM_019899; NM_019900 member 1 16042792, 15896345, 10900222,
    15044619, 12067707
    VINCRISTINE NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 15896345 resistance
    member
    2
    VINCRISTINE NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 16740780 resistance
    VINCRISTINE NM_001160; NM_013229; NM_181861; apoptotic peptidase activating factor 1 APAF1 16001973 death pathway
    NM_181868; NM_181869
    VINCRISTINE NM_000039 apolipoprotein A-I APOA1 16001973
    VINCRISTINE NM_018136 asp (abnormal spindle) homolog, microcephaly ASPM 17374387
    associated (Drosophila)
    VINCRISTINE NM_003600; NM_198433; NM_198434; aurora kinase A AURKA 17374387 resistance
    NM_198435; NM_198436; NM_198437
    VINCRISTINE NM_004322; NM_032989 BCL2-associated agonist of cell death BAD 16001973 death pathway
    VINCRISTINE NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 16001973 death pathway
    NM_138764; NM_138765
    VINCRISTINE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 16001973 resistance
    VINCRISTINE NM_001223; NM_033292; NM_033293; caspase 1, apoptosis-related cysteine peptidase CASP1 16001973
    NM_033294; NM_033295 (interleukin 1, beta, convertase)
    VINCRISTINE NM_001230; NM_032974; NM_032977 caspase 10, apoptosis-related cysteine peptidase CASP10 16001973
    VINCRISTINE NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 16001973 death pathway
    VINCRISTINE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16001973 death pathway
    VINCRISTINE NM_001225; NM_033306 caspase 4, apoptosis-related cysteine peptidase CASP4 16001973
    VINCRISTINE NM_001136109; NM_001136110; NM_001136111; caspase 5, apoptosis-related cysteine peptidase CASP5 16001973
    NM_001136112; NM_004347
    VINCRISTINE NM_001226; NM_032992 caspase 6, apoptosis-related cysteine peptidase CASP6 16001973 death pathway
    VINCRISTINE NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 16001973 death pathway
    NM_033340
    VINCRISTINE NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 16001973 death pathway
    NM_033355; NM_033356; NM_033358
    VINCRISTINE NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 16001973 death pathway
    VINCRISTINE NM_001752 catalase CAT 11178967
    VINCRISTINE NM_005194 CCAAT/enhancer binding protein (C/EBP), beta CEBPB 16001973
    VINCRISTINE NM_001025194; NM_001025195; NM_001266 carboxylesterase 1 (monocyte/macrophage serine CES1 16001973
    esterase 1)
    VINCRISTINE NM_000492 cystic fibrosis transmembrane conductance regulator CFTR 16038730
    (ATP-binding cassette sub-family C, member 7)
    VINCRISTINE NM_020313 cytokine induced apoptosis inhibitor 1 CIAPIN1 18389626
    VINCRISTINE NM_001916 cytochrome c-1 CYC1 16001973 death pathway
    VINCRISTINE NM_005225 E2F transcription factor 1 E2F1 16001973
    VINCRISTINE NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 16001973
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    VINCRISTINE NM_003824 Fas (TNFRSF6)-associated via death domain FADD 16001973
    VINCRISTINE NM_012306 Fas apoptotic inhibitory molecule 2 FAIM2 16001973
    VINCRISTINE NM_002046 glyceraldehyde-3-phosphate dehydrogenase GAPDH 16001973
    VINCRISTINE NM_001498 glutamate-cysteine ligase, catalytic subunit GCLC 10900222
    VINCRISTINE NM_002061 glutamate-cysteine ligase, modifier subunit GCLM 10900222
    VINCRISTINE NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 15044619, 15713801 resistance
    VINCRISTINE NM_000852 glutathione S-transferase pi 1 GSTP1 10900222
    VINCRISTINE NM_016315 GULP, engulfment adaptor PTB domain containing 1 GULP1 16001973
    VINCRISTINE NM_001130442; NM_005343; NM_176795 v-Ha-ras Harvey rat sarcoma viral oncogene homolog HRAS 16001973 resistance
    VINCRISTINE NM_000415 islet amyloid polypeptide IAPP 16001973
    VINCRISTINE NM_000618; NM_001111283; NM_001111284; insulin-like growth factor 1 (somatomedin C) IGF1 16740780
    NM_001111285
    VINCRISTINE NM_000875 insulin-like growth factor 1 receptor IGF1R 16001973 resistance
    VINCRISTINE NM_000600 interleukin 6 (interferon, beta 2) IL6 16001973 unrelated
    VINCRISTINE NM_005572; NM_170707; NM_170708 lamin A/C LMNA 16001973
    VINCRISTINE NM_005573 lamin B1 LMNB1 16001973 resistance
    VINCRISTINE NM_003010 mitogen-activated protein kinase kinase 4 MAP2K4 16001973 altered by
    vincristine
    VINCRISTINE NM_003188; NM_145331; NM_145332; mitogen-activated protein kinase kinase kinase 7 MAP3K7 16001973
    NM_145333
    VINCRISTINE NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 16001973
    VINCRISTINE NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 16001973
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    VINCRISTINE NM_001130926; NM_001130927; NM_001130928; myocyte enhancer factor 2A MEF2A 16001973
    NM_005587
    VINCRISTINE NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16033832
    VINCRISTINE NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 16001973
    (avian)
    VINCRISTINE NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 15744361, 16001973 resistance
    enhancer in B-cells 1
    VINCRISTINE NM_006025 26 serine protease P11 16001973
    VINCRISTINE PCAF 16001973
    VINCRISTINE NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    VINCRISTINE NM_000311; NM_001080121; NM_001080122; prion protein PRNP 15386405
    NM_001080123; NM_183079
    VINCRISTINE NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 18695918
    G/H synthase and cyclooxygenase)
    VINCRISTINE NM_004103; NM_173174; NM_173175; PTK2B protein tyrosine kinase 2 beta PTK2B 11478917
    NM_173176
    VINCRISTINE NM_006264; NM_080683; NM_080684; protein tyrosine phosphatase, non-receptor type 13 PTPN13 16001973
    NM_080685 (APO-1/CD95 (Fas)-associated phosphatase)
    VINCRISTINE NM_006788 ralA binding protein 1 RALBP1
    VINCRISTINE NM_000965; NM_016152 retinoic acid receptor, beta RARB 17608728
    VINCRISTINE NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    VINCRISTINE NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15744361 resistance
    (avian)
    VINCRISTINE NM_002944 c-ros oncogene 1, receptor tyrosine kinase ROS1 16001973
    VINCRISTINE NM_001031680; NM_004350 runt-related transcription factor 3 RUNX3 15756676
    VINCRISTINE NM_006516 solute carrier family 2 (facilitated glucose transporter), SLC2A1 17520257
    member 1
    VINCRISTINE NM_005633 son of sevenless homolog 1 (Drosophila) SOS1 16001973
    VINCRISTINE NM_003130; NM_198901 sorcin SRI 18423116
    VINCRISTINE NM_007315; NM_139266 signal transducer and activator of transcription 1, STAT1 16001973
    91 kDa
    VINCRISTINE NM_005419 signal transducer and activator of transcription 2, STAT2 16001973
    113 kDa
    VINCRISTINE NM_003150; NM_139276; NM_213662 signal transducer and activator of transcription 3 STAT3 16001973
    (acute-phase response factor)
    VINCRISTINE NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 16001973 synergistic
    effects
    VINCRISTINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12082016, 16001973, 17555331
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    VINCRISTINE NM_000365; NM_001159287 triosephosphate isomerase 1 TPI1 18309519
    VINCRISTINE NM_001069 tubulin, beta 2A TUBB2A target?
    VINCRISTINE NM_001071 thymidylate synthetase TYMS 15713801
    VINCRISTINE NM_000376; NM_001017535 vitamin D (1,25-dihydroxyvitamin D3) receptor VDR 15713801
    VINCRISTINE NM_001079539; NM_005080 X-box binding protein 1 XBP1 17353921
    VINFLUNINE NM_030773 tubulin, beta 1 TUBB1 target
    VINDESINE NM_030773 tubulin, beta 1 TUBB1 target
    VINORELBINE NM_006788 ralA binding protein 1 RALBP1 resistance
    VINORELBINE NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    VINORELBINE NM_001078174; NM_001078175; NM_001078176; solute carrier family 29 (nucleoside transporters), SLC29A1 18452103 resistance
    NM_001078177; NM_004955 member 1
    VINORELBINE NM_001069 tubulin, beta 2A TUBB2A target
    EPOTHILONES NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 12517783 death pathway
    NM_138764; NM_138765
    EPOTHILONES NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 12517783 resistance
    EPOTHILONES NM_001191; NM_138578 BCL2-like 1 BCL2L1 12517783
    EPOTHILONES NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 12517783 altered by
    epothilone
    EPOTHILONES NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 12517783 altered by
    epothilone
    EPOTHILONES TUBA1
    EPOTHILONES TUBA2
    EPOTHILONES TUBA3
    EPOTHILONES TUBA6
    EPOTHILONES NM_018943 tubulin, alpha 8 TUBA8
    EPOTHILONES NM_030773 tubulin, beta 1 TUBB1 target?
    EPOTHILONES NM_001069 tubulin, beta 2A TUBB2A target?
    EPOTHILONES NM_006088 tubulin, beta 2C TUBB2C target?
    EPOTHILONES NM_006086 tubulin, beta 3 TUBB3 target?
    EPOTHILONES NM_006087 tubulin, beta 4 TUBB4 target?
    EPOTHILONES NM_020040 tubulin, beta polypeptide 4, member Q TUBB4Q target?
    EPOTHILONES NM_001167 X-linked inhibitor of apoptosis XIAP 12517783 altered by
    epothilone
    DOXORUBICIN NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 11355955, 15765123, 11313874, resistance
    member 1 17947497, (following)
    (following) 8917702, 15725475, 15861398, 15239142, 15501994, 15501994, 16579640, 15501994, 17526808, 15736412, 15861398, 15946544, 15967469, 16223781,
    16322897, 16044152, 15765123, 16356834, 16499877, 16544145, 16544145, 18510171, 18560228, 17852453, 16579640, 17085340, 17483874, 8917702, 17526808, 17947497,
    17947497, 17526808, 18461970, 8917702
    DOXORUBICIN ABCB1A 15695394 resistance
    DOXORUBICIN NM_000443; NM_018849; NM_018850 ATP-binding cassette, sub-family B (MDR/TAP), ABCB4 11313874, 12926078, 16579640 resistance
    member
    4
    DOXORUBICIN NM_178559 ATP-binding cassette, sub-family B (MDR/TAP), ABCB5 15899824 resistance
    member 5
    DOXORUBICIN NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 11560771, 12504668, 15473893, resistance
    NM_019899; NM_019900 member 1 15473893, 12067707, 11560771,
    10900222, 12657726, 17940500,
    15548710, 15581632, 15880572,
    15946544, 16331495, 17352253,
    17852453, 18560228, 17940500
    DOXORUBICIN NM_001144070; NM_003786 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC3 15695394, 15884115, 15901850, resistance
    member 3 18463201
    DOXORUBICIN NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 17273774, 17938326, 18382425 resistance
    DOXORUBICIN NM_023038; NM_033274 ADAM metallopeptidase domain 19 (meltrin beta) ADAM19 18510171
    DOXORUBICIN NM_007038 ADAM metallopeptidase with thrombospondin type 1 ADAMTS5 16404146
    motif, 5
    DOXORUBICIN NM_000687; NM_001161766 adenosylhomocysteinase AHCY 18510171
    DOXORUBICIN NM_001130846; NM_001130847; NM_004208; apoptosis-inducing factor, mitochondrion-associated, 1 AIFM1 16168113
    NM_145812; NM_145813
    DOXORUBICIN NM_006066; NM_153326 aldo-keto reductase family 1, member A1 (aldehyde AKR1A1 18322072 drug
    reductase) metabolism
    DOXORUBICIN NM_001354; NM_205845 aldo-keto reductase family 1, member C2 (dihydrodiol AKR1C2 18322072
    dehydrogenase 2; bile acid binding protein; 3-alpha
    hydroxysteroid dehydrogenase, type III)
    DOXORUBICIN NM_003739 aldo-keto reductase family 1, member C3 (3-alpha AKR1C3 18635746 drug
    hydroxysteroid dehydrogenase, type II) metabolism
    DOXORUBICIN NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 15494689, 16168102, 17359293, resistance
    16059641, 16168102, 16438844,
    16740780, 16782806, 17339365,
    17359293, 17935137,
    17935137, 16168102, 18071906
    DOXORUBICIN NM_001626 v-akt murine thymoma viral oncogene homolog 2 AKT2 18071906 resistance
    DOXORUBICIN NM_005465; NM_181690 v-akt murine thymoma viral oncogene homolog 3 AKT3 18071906 resistance
    (protein kinase B, gamma)
    DOXORUBICIN NM_000477 albumin ALB 17378599, 17378599, 16211657 used as drug
    carrier
    DOXORUBICIN NM_001144 autocrine motility factor receptor AMFR 16896004
    DOXORUBICIN NM_001146 angiopoietin 1 ANGPT1 15763944 resistance
    DOXORUBICIN NM_007347 adaptor-related protein complex 4, epsilon 1 subunit AP4E1 16044152
    DOXORUBICIN NM_001160; NM_013229; NM_181861; apoptotic peptidase activating factor 1 APAF1 15939500, 16001973, 15939500 death pathway
    NM_181868; NM_181869
    DOXORUBICIN NM_001142930; NM_001142931; NM_006595 apoptosis inhibitor 5 API5 16322897
    DOXORUBICIN NM_000039 apolipoprotein A-I APOA1 16001973
    DOXORUBICIN NM_000484; NM_001136016; NM_001136129; amyloid beta (A4) precursor protein APP 17608641 resistance
    NM_001136130; NM_001136131;
    NM_201413; NM_201414
    DOXORUBICIN NM_004706; NM_198977; NM_199002 Rho guanine nucleotide exchange factor (GEF) 1 ARHGEF1 16404146
    DOXORUBICIN NM_014786 Rho guanine nucleotide exchange factor (GEF) 17 ARHGEF17 16404146
    DOXORUBICIN NM_006407 ADP-ribosylation-like factor 6 interacting protein 5 ARL6IP5 16430862
    DOXORUBICIN NM_001675; NM_182810 activating transcription factor 4 (tax-responsive ATF4 16298333
    enhancer element B67)
    DOXORUBICIN NM_000051; NM_138292 ataxia telangiectasia mutated ATM 15489221
    DOXORUBICIN NM_003945 ATPase, H+ transporting, lysosomal 9 kDa, V0 subunit ATP6V0E1 16579640
    e1
    DOXORUBICIN NM_001185 alpha-2-glycoprotein 1, zinc-binding AZGP1 16404146
    DOXORUBICIN NM_001497 UDP-Gal:betaGlcNAc beta 1,4-galactosyltransferase, B4GALT1 16404146
    polypeptide 1
    DOXORUBICIN NM_001011545; NM_001186; NM_206866 BTB and CNC homology 1, basic leucine zipper BACH1 16322897
    transcription factor 1
    DOXORUBICIN NM_004322; NM_032989 BCL2-associated agonist of cell death BAD 16001973, 16438844, 16705698,
    16843435, 17359293
    DOXORUBICIN NM_004323 BCL2-associated athanogene BAG1 16322899
    DOXORUBICIN NM_001188 BCL2-antagonist/killer 1 BAK1 11313874, 15917298
    DOXORUBICIN NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 14601052, 15456408, 15492826,
    NM_138764; NM_138765 15576332, 15939500, 15985719,
    16001973, 17404015, 16168113,
    16322301, 16705698, 17542780,
    17959036,
    17959036, 17339365, 17542780,
    17922852
    DOXORUBICIN NM_001127240; NM_001127241; NM_001127242; BCL2 binding component 3 BBC3 16439685
    NM_014417
    DOXORUBICIN NM_152618 Bardet-Biedl syndrome 12 BBS12 16044152
    DOXORUBICIN NM_033028 Bardet-Biedl syndrome 4 BBS4 16896004
    DOXORUBICIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 14601052, 15897917, 15571967,
    15576332,
    (following) 15939500, 15985719, 16001973, 17404015, 18560228, 16168113, 16322301, 17541305, 16450387, 16322899, 16705698, 16890185, 17542780, 17959036,
    17959036, 17542780, 16890185, 18325115
    DOXORUBICIN NM_001114735; NM_004049 BCL2-related protein A1 BCL2A1 16572199
    DOXORUBICIN NM_001191; NM_138578 BCL2-like 1 BCL2L1 14601052, 15781649, 11468182,
    15911101, 15939500, 15939500,
    18560228, 16843435, 17912235,
    17922852, 16843435, 17923112
    DOXORUBICIN NM_006538; NM_138621; NM_207002 BCL2-like 11 (apoptosis facilitator) BCL2L11 17339365
    DOXORUBICIN NM_001040668; NM_138639 BCL2-like 12 (proline rich) BCL2L12 15576332, 17404015
    DOXORUBICIN NM_003766 beclin 1, autophagy related BECN1 16718815, 16896004
    DOXORUBICIN NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 15812552, 15870702, 16705698,
    16868541
    DOXORUBICIN NM_001197 BCL2-interacting killer (apoptosis-inducing) BIK 16007125, 16705698
    DOXORUBICIN NM_001166 baculoviral IAP repeat-containing 2 BIRC2 14601052, 14666661, 15359644,
    15571967, 15571967, 14666661,
    17521628
    DOXORUBICIN NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 12926068, 12948851, 15899819,
    15911101, 16705698, 17521628
    DOXORUBICIN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 11911975, 16086872, 16364925,
    16108013, 11911975, 17124180,
    16108013, 14601052, 16086872,
    16086872, 17521628, 16108013,
    17124180
    DOXORUBICIN NM_016252 baculoviral IAP repeat-containing 6 BIRC6 17521628
    DOXORUBICIN NM_022161; NM_139317 baculoviral IAP repeat-containing 7 BIRC7 17521628
    DOXORUBICIN NM_033341 baculoviral IAP repeat-containing 8 BIRC8 17521628
    DOXORUBICIN NM_007294; NM_007295; NM_007296; breast cancer 1, early onset BRCA1 10344722
    NM_007297; NM_007298; NM_007299;
    NM_007300; NM_007302; NM_007303;
    NM_007304; NM_007305
    DOXORUBICIN NM_000059 breast cancer 2, early onset BRCA2 10344722
    DOXORUBICIN NM_001731 B-cell translocation gene 1, anti-proliferative BTG1 16705698
    DOXORUBICIN NM_006763 BTG family, member 2 BTG2 16705698
    DOXORUBICIN NM_001130914; NM_006806 BTG family, member 3 BTG3 16896004
    DOXORUBICIN NM_001211 budding uninhibited by benzimidazoles 1 homolog beta BUB1B 15870702
    (yeast)
    DOXORUBICIN NM_001007793; NM_004725 budding uninhibited by benzimidazoles 3 homolog BUB3 16322899
    (yeast)
    DOXORUBICIN C21ORF87 16044152
    DOXORUBICIN C5ORF13 16044152
    DOXORUBICIN C7ORF23 15556294, 15556294, 18510171
    DOXORUBICIN NM_001218; NM_206925 carbonic anhydrase XII CA12 16896004
    DOXORUBICIN NM_020247 chaperone, ABC1 activity of bc1 complex CABC1 16404146
    homolog (S. pombe)
    DOXORUBICIN NM_004342; NM_033138; NM_033139; caldesmon 1 CALD1 16044152
    NM_033140; NM_033157
    DOXORUBICIN NM_014289 calpain 6 CAPN6 16404146
    DOXORUBICIN NM_001223; NM_033292; NM_033293; caspase 1, apoptosis-related cysteine peptidase CASP1 16001973
    NM_033294; NM_033295 (interleukin 1, beta, convertase)
    DOXORUBICIN NM_001230; NM_032974; NM_032977 caspase 10, apoptosis-related cysteine peptidase CASP10 16001973
    DOXORUBICIN NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846, 15917298, 16001973,
    17013758
    DOXORUBICIN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 15456408, 15557793, 15571967,
    15578696,
    (following) 15812552, 15870702, 15939500, 15981920, 15985719,
    15985719, 16962673, 17437844, 15456408, 16364925, 17085670, 17088416, 16909308, 15680309, 15981920, 19106633, 15571967, 15578696, 16823846, 16843435, 15868924, 18508926,
    16001973, 15576332, 16705698, 15939500, 16168113, 16364925, 16823846, 16843435, 16868541, 16890185, 16909308, 16962673, 17013758, 17085670, 17088416, 17285121,
    17437844, 17542780, 17935137, 17935137, 17542780, 16024631, 18246814, 15897917, 17285121, 16890185, 17651020, 17959036,
    17959036, 15557793, 18071906, 15555623, 17653088, 18246814, 18278454, 18508926, 19106633
    DOXORUBICIN NM_001225; NM_033306 caspase 4, apoptosis-related cysteine peptidase CASP4 16001973
    DOXORUBICIN NM_001136109; NM_001136110; NM_001136111; caspase 5, apoptosis-related cysteine peptidase CASP5 16001973
    NM_001136112; NM_004347
    DOXORUBICIN NM_001226; NM_032992 caspase 6, apoptosis-related cysteine peptidase CASP6 15870702, 16001973, 17437844,
    17922852, 17437844
    DOXORUBICIN NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 15870702, 16001973, 16705698,
    NM_033340 16024631, 16168113, 16298333,
    17653088, 19106633
    DOXORUBICIN NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 15812552, 15870702, 15897917,
    NM_033355; NM_033356; NM_033358 16024631, 15981920, 16001973,
    16168113, 16705698, 16868541,
    17013758, 17437844, 17437844,
    18508926, 15868924, 17970047,
    18071906, 18508926
    DOXORUBICIN NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 15812552, 15870702, 15939500,
    15981920,
    (following) 15981920, 15868924, 18508926, 17437844, 16001973, 15576332, 15939500, 16168113, 16311509, 16311509, 15557793, 17935137, 17653088, 15555623, 16364925,
    16705698, 17013758, 17285121, 17339365, 17404015, 17437844, 17651020, 17651020, 17285121, 16024631, 16364925, 17935137, 18508926
    DOXORUBICIN NM_001757 carbonyl reductase 1 CBR1 18635746 drug
    metabolism
    DOXORUBICIN NM_002982 chemokine (C-C motif) ligand 2 CCL2 12908082
    DOXORUBICIN NM_001237 cyclin A2 CCNA2 16036217, 16284694, 16537896,
    17390037
    DOXORUBICIN NM_031966 cyclin B1 CCNB1 15141020, 16537896, 16928833,
    17320279, 17893511
    DOXORUBICIN NM_053056 cyclin D1 CCND1 16036217
    DOXORUBICIN NM_001759 cyclin D2 CCND2 16928833
    DOXORUBICIN NM_001238; NM_057182 cyclin E1 CCNE1 16036217
    DOXORUBICIN NM_000610; NM_001001389; NM_001001390; CD44 molecule (Indian blood group) CD44 16705698
    NM_001001391; NM_001001392
    DOXORUBICIN NM_001130829; NM_001786; NM_033379 cell division cycle 2, G1 to S and G2 to M CDC2 15870702, 16036217, 16537896,
    17320279, 17320279, 15141020
    DOXORUBICIN NM_001790; NM_022809 cell division cycle 25 homolog C (S. pombe) CDC25C 17320279, 19074854 sensitivity
    DOXORUBICIN NM_001098533; NM_001160367; NM_052987; cyclin-dependent kinase 10 CDK10 16404146
    NM_052988
    DOXORUBICIN NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 15823547, 16036217
    DOXORUBICIN NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 14601052, 15141020, 15492826,
    15601469,
    (following) 15781256, 15823547, 16168113, 16537896, 17974990, 15601469, 15555623, 19074854, 17682292, 17653088, 15781256, 16909308, 17079232,
    17653088, 16705698, 16439685, 17682292, 17893511, 17974990, 18269916, 19074854
    DOXORUBICIN NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 16322899, 16705698, 17893511,
    16036217, 17935137
    DOXORUBICIN NM_000077; NM_058195; NM_058197 cyclin-dependent kinase inhibitor 2A (melanoma, p16, CDKN2A 16705698
    inhibits CDK4)
    DOXORUBICIN NM_005194 CCAAT/enhancer binding protein (C/EBP), beta CEBPB 16001973
    DOXORUBICIN NM_001042426; NM_001809 centromere protein A CENPA 15870702
    DOXORUBICIN NM_001025194; NM_001025195; NM_001266 carboxylesterase 1 (monocyte/macrophage serine CES1 16001973
    esterase 1)
    DOXORUBICIN NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 14601052, 16
    DOXORUBICIN NM_000492 cystic fibrosis transmembrane conductance regulator CFTR 17762173
    (ATP-binding cassette sub-family C, member 7)
    DOXORUBICIN NM_001114121; NM_001114122; NM_001274 CHK1 checkpoint homolog (S. pombe) CHEK1 15489221, 15870702, 16036217,
    17085670, 17088865, 17088865,
    17085670, 17320279, 18698031
    DOXORUBICIN NM_001005735; NM_007194; NM_145862 CHK2 checkpoint homolog (S. pombe) CHEK2 15489221, 17085670, 17320279
    DOXORUBICIN NM_001278 conserved helix-loop-helix ubiquitous kinase CHUK 18463201
    DOXORUBICIN NM_020313 cytokine induced apoptosis inhibitor 1 CIAPIN1 18389626
    DOXORUBICIN NM_013324; NM_145071 cytokine inducible SH2-containing protein CISH 16044152
    DOXORUBICIN NM_021101 claudin 1 CLDN1 16404146
    DOXORUBICIN NM_002956; NM_198240 CAP-GLY domain containing linker protein 1 CLIP1 16404146
    DOXORUBICIN NM_001294 cleft lip and palate associated transmembrane protein 1 CLPTM1 16243817
    DOXORUBICIN NM_001831; NM_203339 clusterin CLU 16322897
    DOXORUBICIN NM_030582; NM_130444; NM_130445 collagen, type XVIII, alpha 1 COL18A1 17627616
    DOXORUBICIN cytochrome c oxidase II COX2 16278810
    DOXORUBICIN NM_001031847; NM_001876 carnitine palmitoyltransferase 1A (liver) CPT1A 16283381
    DOXORUBICIN NM_001079846; NM_004380 CREB binding protein CREBBP 17498666
    DOXORUBICIN NM_001142407; NM_001142408; NM_001142417; cysteine-rich secretory protein 2 CRISP2 16404146
    NM_001142435; NM_003296
    DOXORUBICIN NM_000394 crystallin, alpha A CRYAA 16322897
    DOXORUBICIN NM_001885 crystallin, alpha B CRYAB 16322897
    DOXORUBICIN NM_001897 chondroitin sulfate proteoglycan 4 CSPG4 16404146
    DOXORUBICIN NM_001901 connective tissue growth factor CTGF 16579640
    DOXORUBICIN NM_001012329; NM_020248 catenin, beta interacting protein 1 CTNNBIP1 16322899
    DOXORUBICIN NM_001332 catenin (cadherin-associated protein), delta 2 (neural CTNND2 16896004
    plakophilin-related arm-repeat protein)
    DOXORUBICIN NM_001908; NM_147780; NM_147781; cathepsin B CTSB 16705698, 17378599
    NM_147782; NM_147783
    DOXORUBICIN NM_001909 cathepsin D CTSD 18566016
    DOXORUBICIN NM_001911 cathepsin G CTSG 16458935
    DOXORUBICIN NM_002993 chemokine (C—X—C motif) ligand 6 (granulocyte CXCL6 16404146
    chemotactic protein 2)
    DOXORUBICIN NM_001916 cytochrome c-1 CYC1 16001973
    DOXORUBICIN NM_018947 cytochrome c, somatic CYCS 16001973, 16705698, 16331251,
    16749863, 16868541
    DOXORUBICIN NM_000499 cytochrome P450, family 1, subfamily A, polypeptide 1 CYP1A1 15377855
    DOXORUBICIN NM_000785 cytochrome P450, family 27, subfamily B, polypeptide 1 CYP27B1 17716971
    DOXORUBICIN NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 16322899
    DOXORUBICIN NM_001141969; NM_001141970; NM_001350 death-domain associated protein DAXX 12948851
    DOXORUBICIN DDEF1 16404146
    DOXORUBICIN NM_004083 DNA-damage-inducible transcript 3 DDIT3 16298333, 17912235
    DOXORUBICIN NM_001134709; NM_003472 DEK oncogene DEK 16579640
    DOXORUBICIN NM_004717 diacylglycerol kinase, iota DGKI 16404146
    DOXORUBICIN NM_001930; NM_013406; NM_013407 deoxyhypusine synthase DHPS 16404146
    DOXORUBICIN NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 12948851, 17521628
    DOXORUBICIN NM_014421 dickkopf homolog 2 (Xenopus laevis) DKK2 16404146
    DOXORUBICIN NM_001539 DnaJ (Hsp40) homolog, subfamily A, member 1 DNAJA1 16579640
    DOXORUBICIN NM_001130823; NM_001379 DNA (cytosine-5-)-methyltransferase 1 DNMT1 17124180
    DOXORUBICIN NM_001935 dipeptidyl-peptidase 4 DPP4 15753397
    DOXORUBICIN NM_014208 dentin sialophosphoprotein DSPP 16404146
    DOXORUBICIN NM_012145 deoxythymidylate kinase (thymidylate kinase) DTYMK 18413751
    DOXORUBICIN NM_005225 E2F transcription factor 1 E2F1 16001973
    DOXORUBICIN NM_001949 E2F transcription factor 3 E2F3 16896004
    DOXORUBICIN NM_004092 enoyl Coenzyme A hydratase, short chain, 1, ECHS1 15492826
    mitochondrial
    DOXORUBICIN NM_030796 EGFR-coamplified and overexpressed protein ECOP 18510171
    DOXORUBICIN NM_001955 endothelin 1 EDN1 17974986
    DOXORUBICIN NM_001406 ephrin-B3 EFNB3 16322897
    DOXORUBICIN NM_001963 epidermal growth factor (beta-urogastrone) EGF 16969495
    DOXORUBICIN NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15981280, 16001973, 17938326,
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian) 17974986
    DOXORUBICIN NM_001964 early growth response 1 EGR1 17330857
    DOXORUBICIN NM_006709; NM_025256 euchromatic histone-lysine N-methyltransferase 2 EHMT2 17124180
    DOXORUBICIN NM_001412 eukaryotic translation initiation factor 1A, X-linked EIF1AX 16322899
    DOXORUBICIN NM_032025 eukaryotic translation initiation factor 2A, 65 kDa EIF2A 16298333
    DOXORUBICIN NM_004095 eukaryotic translation initiation factor 4E binding EIF4EBP1 16322899
    protein 1
    DOXORUBICIN NM_001429 E1A binding protein p300 EP300 10344722, 17498666, 10344722
    DOXORUBICIN NM_004431 EPH receptor A2 EPHA2 16900372
    DOXORUBICIN NM_001040458; NM_016442 endoplasmic reticulum aminopeptidase 1 ERAP1 16404146
    DOXORUBICIN NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15486187, 15834928, 16168102,
    homolog 2, neuro/glioblastoma derived oncogene 17010609
    homolog (avian)
    DOXORUBICIN NM_001005915; NM_001982 v-erb-b2 erythroblastic leukemia viral oncogene ERBB3 16168102
    homolog 3 (avian)
    DOXORUBICIN NM_001042599; NM_005235 v-erb-a erythroblastic leukemia viral oncogene ERBB4 16896004
    homolog 4 (avian)
    DOXORUBICIN NM_000125; NM_001122740; NM_001122741; estrogen receptor 1 ESR1 16322899
    NM_001122742
    DOXORUBICIN NM_001040275; NM_001040276; NM_001437 estrogen receptor 2 (ER beta) ESR2 16322899, 16900372
    DOXORUBICIN NM_001987 ets variant 6 ETV6 15217836
    DOXORUBICIN NM_001993 coagulation factor III (thromboplastin, tissue factor) F3 18246814, 18278454, 18325115
    DOXORUBICIN NM_000131; NM_019616 coagulation factor VII (serum prothrombin conversion F7 18325115
    accelerator)
    DOXORUBICIN NM_003824 Fas (TNFRSF6)-associated via death domain FADD 16001973, 16705698, 17970047
    DOXORUBICIN NM_012306 Fas apoptotic inhibitory molecule 2 FAIM2 16001973
    DOXORUBICIN NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 15763944,
    NM_152873; NM_152874; NM_152875; 15763944, 15576332, 17088865,
    NM_152876; NM_152877 16705698, 15981920, 17088865,
    17404015, 17970047
    DOXORUBICIN NM_000639 Fas ligand (TNF superfamily, member 6) FASLG 15763944, 15763944, 17088865,
    15981920, 17088865
    DOXORUBICIN NM_000569; NM_001127592; NM_001127593; Fc fragment of IgG, low affinity IIIa, receptor (CD16a) FCGR3A 17852453
    NM_001127595; NM_001127596
    DOXORUBICIN NM_004462 farnesyl-diphosphate farnesyltransferase 1 FDFT1 16322897
    DOXORUBICIN NM_001039492; NM_001450; NM_201555; four and a half LIM domains 2 FHL2 17682292
    NM_201557
    DOXORUBICIN NM_001145775; NM_001145776; NM_001145777; FK506 binding protein 5 FKBP5 15571967
    NM_004117
    DOXORUBICIN NM_012181 FK506 binding protein 8, 38 kDa FKBP8 16404146
    DOXORUBICIN NM_002026; NM_054034; NM_212474; fibronectin 1 FN1 17703109
    NM_212475; NM_212476; NM_212478;
    NM_212482
    DOXORUBICIN NM_000802; NM_016724; NM_016725; folate receptor 1 (adult) FOLR1 15634643, 16404146
    NM_016729; NM_016730; NM_016731
    DOXORUBICIN NM_005252 v-fos FBJ murine osteosarcoma viral oncogene FOS 16900372
    homolog
    DOXORUBICIN NM_001454 forkhead box J1 FOXJ1 16044152
    DOXORUBICIN NM_002015 forkhead box O1 FOXO1 17935137
    DOXORUBICIN NM_001455; NM_201559 forkhead box O3 FOXO3 17935137
    DOXORUBICIN NM_000510; NM_001018080 follicle stimulating hormone, beta polypeptide FSHB 17028438
    DOXORUBICIN NM_000146 ferritin, light polypeptide FTL 12644586
    DOXORUBICIN NM_177478 ferritin mitochondrial FTMT 12644586
    DOXORUBICIN NM_002033 fucosyltransferase 4 (alpha (1,3) fucosyltransferase, FUT4 17852453
    myeloid-specific)
    DOXORUBICIN NM_000402; NM_001042351 glucose-6-phosphate dehydrogenase G6PD 16404146
    DOXORUBICIN NM_006705 growth arrest and DNA-damage-inducible, gamma GADD45G 16404146
    DOXORUBICIN NM_000156; NM_138924 guanidinoacetate N-methyltransferase GAMT 16896004
    DOXORUBICIN NM_002046 glyceraldehyde-3-phosphate dehydrogenase GAPDH 16001973
    DOXORUBICIN NM_002049 GATA binding protein 1 (globin transcription factor 1) GATA1 14623254, 17097070
    DOXORUBICIN NM_001498 glutamate-cysteine ligase, catalytic subunit GCLC 10900222, 11560771
    DOXORUBICIN NM_002061 glutamate-cysteine ligase, modifier subunit GCLM 10900222
    DOXORUBICIN NM_004864 growth differentiation factor 15 GDF15 16705698
    DOXORUBICIN NM_001135031; NM_004188 growth factor independent 1B transcription repressor GFI1B 16322897
    DOXORUBICIN NM_001145453; NM_005264; NM_145793 GDNF family receptor alpha 1 GFRA1 16896004
    DOXORUBICIN NM_006708 glyoxalase I GLO1 16085563
    DOXORUBICIN NM_000406; NM_001012763 gonadotropin-releasing hormone receptor GNRHR 17943530
    DOXORUBICIN NM_000174 glycoprotein IX (platelet) GP9 16404146
    DOXORUBICIN NM_000581; NM_201397 glutathione peroxidase 1 GPX1 15473893
    DOXORUBICIN NM_002093 glycogen synthase kinase 3 beta GSK3B 17339365
    DOXORUBICIN NM_145740 glutathione S-transferase alpha 1 GSTA1 16890185
    DOXORUBICIN NM_001512 glutathione S-transferase alpha 4 GSTA4 18225754
    DOXORUBICIN NM_000852 glutathione S-transferase pi 1 GSTP1 10900222, 14623254, 15448748, resistance
    15946544, 16356834,
    16579640, 15533597, 14623254,
    18225754
    DOXORUBICIN NM_001520 general transcription factor IIIC, polypeptide 1, alpha GTF3C1 16322899
    220 kDa
    DOXORUBICIN NM_016315 GULP, engulfment adaptor PTB domain containing 1 GULP1 16001973
    DOXORUBICIN NM_002105 H2A histone family, member X H2AFX 15489221, 15489221, 16432175
    DOXORUBICIN NM_000184 hemoglobin, gamma G HBG2 17097070
    DOXORUBICIN NM_001525 hypocretin (orexin) receptor 1 HCRTR1 16404146
    DOXORUBICIN NM_004964 histone deacetylase 1 HDAC1 17124180
    DOXORUBICIN NM_000410; NM_139003; NM_139004; hemochromatosis HFE 16823846
    NM_139006; NM_139007; NM_139008;
    NM_139009; NM_139010; NM_139011
    DOXORUBICIN NM_000601; NM_001010931; NM_001010932; hepatocyte growth factor (hepapoietin A; scatter factor) HGF 15688034, 16
    NM_001010933; NM_001010934
    DOXORUBICIN NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 16532342, 17498666, 17912235
    loop-helix transcription factor)
    DOXORUBICIN NM_003526 histone cluster 1, H2bc HIST1H2BC 16322897
    DOXORUBICIN NM_002123 major histocompatibility complex, class II, DQ beta 1 HLA- 16322897, 16404146
    DQB1
    DOXORUBICIN NM_021983 major histocompatibility complex, class II, DR beta 4 HLA- 16322897
    DRB4
    DOXORUBICIN NM_015980 HMP19 protein HMP19 16044152
    DOXORUBICIN NM_005968; NM_031203 heterogeneous nuclear ribonucleoprotein M HNRNPM 16928833
    DOXORUBICIN NM_001130442; NM_005343; NM_176795 v-Ha-ras Harvey rat sarcoma viral oncogene homolog HRAS 16001973
    DOXORUBICIN NM_005114 heparan sulfate (glucosamine) 3-O-sulfotransferase 1 HS3ST1 16044152
    DOXORUBICIN NM_001017963; NM_005348 heat shock protein 90 kDa alpha (cytosolic), class A HSP90AA1 17680992
    member 1
    DOXORUBICIN NM_002154 heat shock 70 kDa protein 4 HSPA4 16311509
    DOXORUBICIN NM_005347 heat shock 70 kDa protein 5 (glucose-regulated protein, HSPA5 16298333, 17680992
    78 kDa)
    DOXORUBICIN NM_006597; NM_153201 heat shock 70 kDa protein 8 HSPA8 16579640, 16579640, 17680992
    DOXORUBICIN NM_004134 heat shock 70 kDa protein 9 (mortalin) HSPA9 17680992
    DOXORUBICIN NM_001540 heat shock 27 kDa protein 1 HSPB1 17680992
    DOXORUBICIN NM_002156; NM_199440 heat shock 60 kDa protein 1 (chaperonin) HSPD1 17680992
    DOXORUBICIN NM_002775 HtrA serine peptidase 1 HTRA1 16243817
    DOXORUBICIN NM_031407 HECT, UBA and WWE domain containing 1 HUWE1 16404146
    DOXORUBICIN NM_000415 islet amyloid polypeptide IAPP 16001973
    DOXORUBICIN NM_024013 interferon, alpha 1 IFNA1 17959036
    DOXORUBICIN NM_000618; NM_001111283; NM_001111284; insulin-like growth factor 1 (somatomedin C) IGF1 16740780
    NM_001111285
    DOXORUBICIN NM_000875 insulin-like growth factor 1 receptor IGF1R 16001973
    DOXORUBICIN NM_001552 insulin-like growth factor binding protein 4 IGFBP4 16896004
    DOXORUBICIN NM_001556 inhibitor of kappa light polypeptide gene enhancer in B- IKBKB 15899819, 18463201
    cells, kinase beta
    DOXORUBICIN NM_001099856; NM_001099857; NM_001145255; inhibitor of kappa light polypeptide gene enhancer in B- IKBKG 17890907
    NM_003639 cells, kinase gamma
    DOXORUBICIN NM_000600 interleukin 6 (interferon, beta 2) IL6 16001973
    DOXORUBICIN NM_000584 interleukin 8 IL8 12908082, 15899819, 18510171
    DOXORUBICIN NM_001137673; NM_004516; NM_012218; interleukin enhancer binding factor 3, 90 kDa ILF3 16322899
    NM_017620; NM_153464
    DOXORUBICIN NM_005544 insulin receptor substrate 1 IRS1 16322899
    DOXORUBICIN NM_002226; NM_145159 jagged 2 JAG2 16404146
    DOXORUBICIN JMJD2B 16896004
    DOXORUBICIN NM_002228 jun oncogene JUN 15585644, 15880572, 18645001
    DOXORUBICIN NM_000238; NM_172056; NM_172057 potassium voltage-gated channel, subfamily H (eag- KCNH2 16086867
    related), member 2
    DOXORUBICIN NM_002242 potassium inwardly-rectifying channel, subfamily J, KCNJ13 16404146
    member 13
    DOXORUBICIN NM_018658; NM_170741; NM_170742 potassium inwardly-rectifying channel, subfamily J, KCNJ16 16404146
    member 16
    DOXORUBICIN NM_002035 3-ketodihydrosphingosine reductase KDSR 16322897
    DOXORUBICIN NM_003685 KH-type splicing regulatory protein KHSRP 16404146
    DOXORUBICIN NM_020853 KIAA1467 KIAA1467 16896004
    DOXORUBICIN NM_007054 kinesin family member 3A KIF3A 16896004
    DOXORUBICIN NM_016270 Kruppel-like factor 2 (lung) KLF2 18510171
    DOXORUBICIN NM_000224; NM_199187 keratin 18 KRT18 16928833
    DOXORUBICIN NM_002306 lectin, galactoside-binding, soluble, 3 LGALS3 16322897
    DOXORUBICIN NM_001098268; NM_002312; NM_206937 ligase IV, DNA, ATP-dependent LIG4 18508926
    DOXORUBICIN NM_001113546; NM_001113547; NM_016357 LIM domain and actin binding 1 LIMA1 16044152
    DOXORUBICIN NM_005572; NM_170707; NM_170708 lamin A/C LMNA 16001973
    DOXORUBICIN NM_005573 lamin B1 LMNB1 16001973
    DOXORUBICIN NM_002349 lymphocyte antigen 75 LY75 16404146
    DOXORUBICIN NM_002358 MAD2 mitotic arrest deficient-like 1 (yeast) MAD2L1 15870702
    DOXORUBICIN NM_002755 mitogen-activated protein kinase kinase 1 MAP2K1 17974986
    DOXORUBICIN NM_030662 mitogen-activated protein kinase kinase 2 MAP2K2 17974986
    DOXORUBICIN NM_002756; NM_145109 mitogen-activated protein kinase kinase 3 MAP2K3 15870702
    DOXORUBICIN NM_003010 mitogen-activated protein kinase kinase 4 MAP2K4 15870702, 16001973
    DOXORUBICIN NM_002758 mitogen-activated protein kinase kinase 6 MAP2K6 15870702
    DOXORUBICIN NM_003188; NM_145331; NM_145332; mitogen-activated protein kinase kinase kinase 7 MAP3K7 16001973
    NM_145333
    DOXORUBICIN NM_005204 mitogen-activated protein kinase kinase kinase 8 MAP3K8 16322897
    DOXORUBICIN NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 15557793, 16001973, 17526808,
    17974986, 15557793, 18468633,
    18468633, 18468633, 15557793
    DOXORUBICIN NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 15494689, 16843435, 15557793,
    NM_139014 15870702, 16322899, 16843435
    DOXORUBICIN NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 15557793, 16059641, 16928833,
    17526808, 17974986, 18468633,
    15557793, 18468633, 18468633,
    15557793
    DOXORUBICIN NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 15494689, 15870702, 15880572,
    NM_139049 15917298, 15917298, 16890185,
    16868541, 16890185
    DOXORUBICIN NM_001135044; NM_002752; NM_139068; mitogen-activated protein kinase 9 MAPK9 15494689, 15557793, 15557793,
    NM_139069; NM_139070 15585644, 15585644
    DOXORUBICIN NM_001123066; NM_001123067; NM_005910; microtubule-associated protein tau MAPT 16896004
    NM_016834; NM_016835; NM_016841
    DOXORUBICIN NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 17935137
    DOXORUBICIN NM_005918 malate dehydrogenase 2, NAD (mitochondrial) MDH2 16322897
    DOXORUBICIN NM_001012333; NM_001012334; NM_002391 midkine (neurite growth-promoting factor 2) MDK 16322897
    DOXORUBICIN NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 16001973, 17935137, 17959036,
    NM_001145340; NM_002392; 17959036, 19074854, 17653088
    NM_006878; NM_006879; NM_006881;
    NM_006882
    DOXORUBICIN NM_015335 mediator complex subunit 13-like MED13L 16896004
    DOXORUBICIN NM_001130926; NM_001130927; NM_001130928; myocyte enhancer factor 2A MEF2A 16001973
    NM_005587
    DOXORUBICIN NM_014791 maternal embryonic leucine zipper kinase MELK 16896004
    DOXORUBICIN NM_006838 methionyl aminopeptidase 2 METAP2 16404146
    DOXORUBICIN NM_024042 meteorin, glial cell differentiation regulator METRN 16896004
    DOXORUBICIN NM_001114614; NM_005928 milk fat globule-EGF factor 8 protein MFGE8 16404146
    DOXORUBICIN NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16356834
    DOXORUBICIN NM_005933 myeloid/lymphoid or mixed-lineage leukemia (trithorax MLL 16322897
    homolog, Drosophila)
    DOXORUBICIN NM_004529 myeloid/lymphoid or mixed-lineage leukemia (trithorax MLLT3 16404146
    homolog, Drosophila); translocated to, 3
    DOXORUBICIN NM_000902; NM_007287; NM_007288; membrane metallo-endopeptidase MME 16997790
    NM_007289
    DOXORUBICIN NM_002421 matrix metallopeptidase 1 (interstitial collagenase) MMP1 11313874
    DOXORUBICIN NM_001127891; NM_004530 matrix metallopeptidase 2 (gelatinase A, 72 kDa MMP2 16458935
    gelatinase, 72 kDa type IV collagenase)
    DOXORUBICIN NM_018135 mitochondrial ribosomal protein S18A MRPS18A 16404146
    DOXORUBICIN NM_000179 mutS homolog 6 (E. coli) MSH6 16404146
    DOXORUBICIN NM_005950 metallothionein 1G MT1G 16579640
    DOXORUBICIN NR_001447; NR_001447; NR_001447; metallothionein 1L (gene/pseudogene) MT1L 16579640
    NR_001447; NR_001447; NR_001447
    DOXORUBICIN NM_005953 metallothionein 2A MT2A 16579640
    DOXORUBICIN NM_000254 5-methyltetrahydrofolate-homocysteine MTR 16322897
    methyltransferase
    DOXORUBICIN NM_014751 metastasis suppressor 1 MTSS1 16243817
    DOXORUBICIN NM_005115; NM_017458 major vault protein MVP 17575109
    DOXORUBICIN NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 15911101, 16001973, 11585056,
    (avian) 18606404, 18802399
    DOXORUBICIN NM_004536; NM_022892 NLR family, apoptosis inhibitory protein NAIP 11911975, 15911101, 16322899,
    DOXORUBICIN NM_002485 nibrin NBN 17521628 15489221
    DOXORUBICIN NM_004146 NADH dehydrogenase (ubiquinone) 1 beta NDUFB7 16404146
    subcomplex, 7, 18 kDa
    DOXORUBICIN NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 15555623, 15571967, 15870702,
    enhancer in B-cells 1 15905586, 16001973, 16322301,
    17912235, 18463201
    DOXORUBICIN NM_001077493; NM_001077494; NM_002502 nuclear factor of kappa light polypeptide gene NFKB2 17890907
    enhancer in B-cells 2 (p49/p100)
    DOXORUBICIN NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 15571967, 15870702, 15899819,
    enhancer in B-cells inhibitor, alpha 17542780, 17935137, 17935137,
    15899819, 17542780, 18463201
    DOXORUBICIN NM_002508 nidogen 1 NID1 17703109
    DOXORUBICIN NM_024522 Na+/K+ transporting ATPase interacting 1 NKAIN1 16896004
    DOXORUBICIN NM_002511 neuromedin B receptor NMBR 16404146
    DOXORUBICIN NM_004741 nucleolar and coiled-body phosphoprotein 1 NOLC1 17129415
    DOXORUBICIN NM_000625 nitric oxide synthase 2, inducible NOS2 15695394, 15695394, 18463201,
    18463201
    DOXORUBICIN NM_002135; NM_173157 nuclear receptor subfamily 4, group A, member 1 NR4A1 16322897
    DOXORUBICIN NM_013936 olfactory receptor, family 12, subfamily D, member 2 OR12D2 16404146
    DOXORUBICIN NM_012369 olfactory receptor, family 2, subfamily F, member 1 OR2F1 16404146
    DOXORUBICIN NM_000916 oxytocin receptor OXTR 11313874
    DOXORUBICIN NM_006025 26 serine protease P11 16001973
    DOXORUBICIN NM_012226; NM_016318; NM_170682; purinergic receptor P2X, ligand-gated ion channel, 2 P2RX2 16404146
    NM_170683; NM_174872; NM_174873
    DOXORUBICIN NM_004154; NM_176796; NM_176797; pyrimidinergic receptor P2Y, G-protein coupled, 6 P2RY6 16044152
    NM_176798
    DOXORUBICIN NM_001618 poly (ADP-ribose) polymerase 1 PARP1 15456408, 15557793, 15585644,
    15753397,
    (following) 15870702, 15981920, 16311509, 16311509, 17651020, 16890185, 15557793, 18071906, 15585644, 16843435, 16962673, 15555623, 17285121, 17935137, 17959036,
    16843435, 16890185, 16962673, 17285121, 17339365, 17418594, 17651020, 17935137, 17959036
    DOXORUBICIN NM_002583 PRKC, apoptosis, WT1, regulator PAWR 12948851
    DOXORUBICIN NM_000280; NM_001127612; NM_001604 paired box 6 PAX6 16404146
    DOXORUBICIN PCAF 16001973
    DOXORUBICIN NM_002592; NM_182649 proliferating cell nuclear antigen PCNA 16322897, 16537896
    DOXORUBICIN NM_004708 programmed cell death 5 PDCD5 16579640
    DOXORUBICIN NM_002613; NM_031268 3-phosphoinositide dependent protein kinase-1 PDPK1 16782806
    DOXORUBICIN NM_002653 paired-like homeodomain 1 PITX1 16404146
    DOXORUBICIN NM_001145031; NM_002658 plasminogen activator, urokinase PLAU 12908082, 15557793, 16356834
    DOXORUBICIN NM_000302 procollagen-lysine 1,2-oxoglutarate 5-dioxygenase 1 PLOD1 16322899
    DOXORUBICIN NM_001084 procollagen-lysine, 2-oxoglutarate 5-dioxygenase 3 PLOD3 16322899
    DOXORUBICIN NM_021127 phorbol-12-myristate-13-acetate-induced protein 1 PMAIP1 17653088
    DOXORUBICIN NM_021173 polymerase (DNA-directed), delta 4 POLD4 16404146
    DOXORUBICIN NM_013382 protein-O-mannosyltransferase 2 POMT2 16404146
    DOXORUBICIN NM_000941 P450 (cytochrome) oxidoreductase POR 15942634, 16322897
    DOXORUBICIN NM_006238; NM_177435 peroxisome proliferator-activated receptor delta PPARD 16404146
    DOXORUBICIN NM_005155; NM_138717 palmitoyl-protein thioesterase 2 PPT2 16404146
    DOXORUBICIN NM_002730; NM_207518 protein kinase, cAMP-dependent, catalytic, alpha PRKACA 16404146
    DOXORUBICIN NM_002737 protein kinase C, alpha PRKCA 16087181, 16579994
    DOXORUBICIN NM_006254; NM_212539 protein kinase C, delta PRKCD 15917298
    DOXORUBICIN NM_001081640; NM_006904 protein kinase, DNA-activated, catalytic polypeptide PRKDC 18508926
    DOXORUBICIN NM_000948 prolactin PRL 18681966
    DOXORUBICIN NM_000311; NM_001080121; NM_001080122; prion protein PRNP 15386405
    NM_001080123; NM_183079
    DOXORUBICIN NM_000312 protein C (inactivator of coagulation factors Va and PROC 17172434
    VIIIa)
    DOXORUBICIN NM_006404 protein C receptor, endothelial (EPCR) PROCR 17172434
    DOXORUBICIN NM_001143937; NM_002786; NM_148976 proteasome (prosome, macropain) subunit, alpha type, 1 PSMA1 17346995
    DOXORUBICIN NM_002787 proteasome (prosome, macropain) subunit, alpha type, 2 PSMA2 17346995
    DOXORUBICIN NM_002788; NM_152132 proteasome (prosome, macropain) subunit, alpha type, 3 PSMA3 17346995
    DOXORUBICIN NM_001102667; NM_001102668; NM_002789 proteasome (prosome, macropain) subunit, alpha type, 4 PSMA4 17346995
    DOXORUBICIN NM_002790 proteasome (prosome, macropain) subunit, alpha type, 5 PSMA5 17346995
    DOXORUBICIN NM_002791 proteasome (prosome, macropain) subunit, alpha type, 6 PSMA6 17346995
    DOXORUBICIN NM_002792 proteasome (prosome, macropain) subunit, alpha type, 7 PSMA7 17346995
    DOXORUBICIN NM_002794 proteasome (prosome, macropain) subunit, beta type, 2 PSMB2 17346995
    DOXORUBICIN NM_002795 proteasome (prosome, macropain) subunit, beta type, 3 PSMB3 17346995
    DOXORUBICIN NM_002799 proteasome (prosome, macropain) subunit, beta type, 7 PSMB7 17346995
    DOXORUBICIN NM_000314 phosphatase and tensin homolog PTEN 11707646, 15548710, 16438844,
    17330857, 17359293, 17935137,
    17935137, 16438844, 17359293
    DOXORUBICIN NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 15501994, 16127422, 18498876
    G/H synthase and cyclooxygenase)
    DOXORUBICIN NM_005607; NM_153831 PTK2 protein tyrosine kinase 2 PTK2 15870702, 16168102
    DOXORUBICIN NM_004103; NM_173174; NM_173175; PTK2B protein tyrosine kinase 2 beta PTK2B 16168102
    NM_173176
    DOXORUBICIN NM_006264; NM_080683; NM_080684; protein tyrosine phosphatase, non-receptor type 13 PTPN13 16001973
    NM_080685 (APO-1/CD95 (Fas)-associated phosphatase)
    DOXORUBICIN NM_001161440; NM_002842 protein tyrosine phosphatase, receptor type, H PTPRH 16044152
    DOXORUBICIN NM_002875; NM_133487 RAD51 homolog (RecA homolog, E. coli) (S. cerevisiae) RAD51 10344722, 17351394
    DOXORUBICIN NM_006788 ralA binding protein 1 RALBP1 15386349, 15950949, 16087181, resistance
    16579994, 17273774
    DOXORUBICIN NM_005855 receptor (G protein-coupled) activity modifying protein 1 RAMP1 16896004
    DOXORUBICIN NM_000965; NM_016152 retinoic acid receptor, beta RARB 17608728
    DOXORUBICIN NM_000321 retinoblastoma 1 RB1 15141020, 16537896
    DOXORUBICIN NM_002895; NM_183404 retinoblastoma-like 1 (p107) RBL1 16537896
    DOXORUBICIN NM_005611 retinoblastoma-like 2 (p130) RBL2 15585644, 16537896
    DOXORUBICIN NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    DOXORUBICIN NM_001008710; NM_001008711; NM_001008712; RNA binding protein with multiple splicing RBPMS 16404146
    NM_006867
    DOXORUBICIN NM_002908 v-rel reticuloendotheliosis viral oncogene homolog REL 15870702, 16404146, 17890907
    (avian)
    DOXORUBICIN NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15555623, 15571967, 15823547,
    (avian) 15899819,
    (following) 15905586, 15911101, 16322301, 17097285, 17097285, 15870702, 17542780, 17890907, 18269916, 18463201, 18463201, 17542780
    DOXORUBICIN NM_006509 v-rel reticuloendotheliosis viral oncogene homolog B RELB 17890907
    DOXORUBICIN NM_002927; NM_144766 regulator of G-protein signaling 13 RGS13 16404146
    DOXORUBICIN NM_016321 Rh family, C glycoprotein RHCG 16404146
    DOXORUBICIN NM_002944 c-ros oncogene 1, receptor tyrosine kinase ROS1 16001973
    DOXORUBICIN NM_001034 ribonucleotide reductase M2 polypeptide RRM2 16896004
    DOXORUBICIN NM_001001890; NM_001122607; NM_001754 runt-related transcription factor 1 RUNX1 15217836
    DOXORUBICIN NM_001031680; NM_004350 runt-related transcription factor 3 RUNX3 15756676
    DOXORUBICIN NM_002970 spermidine/spermine N1-acetyltransferase 1 SAT1 16322897
    DOXORUBICIN NM_001039 sodium channel, nonvoltage-gated 1, gamma SCNN1G 15564131
    DOXORUBICIN NM_020974 signal peptide, CUB domain, EGF-like 2 SCUBE2 16896004
    DOXORUBICIN NM_004892 SEC22 vesicle trafficking protein homolog SEC22B 16404146
    B (S. cerevisiae)
    DOXORUBICIN NM_000602 serpin peptidase inhibitor, clade E (nexin, plasminogen SERPINE1 15870702, 16705698
    activator inhibitor type 1), member 1
    DOXORUBICIN NM_001235 serpin peptidase inhibitor, clade H (heat shock protein SERPINH1 17680992
    47), member 1, (collagen binding protein 1)
    DOXORUBICIN NM_005983; NM_032637 S-phase kinase-associated protein 2 (p45) SKP2 17893511
    DOXORUBICIN NM_033125 solute carrier family 22 (organic cation/carnitine SLC22A16 15963465
    transporter), member 16
    DOXORUBICIN NM_003060 solute carrier family 22 (organic cation/carnitine SLC22A5 16283381
    transporter), member 5
    DOXORUBICIN NM_001078174; NM_001078175; NM_001078176; solute carrier family 29 (nucleoside transporters), SLC29A1 18452103
    NM_001078177; NM_004955 member 1
    DOXORUBICIN NM_018976 solute carrier family 38, member 2 SLC38A2 16044152
    DOXORUBICIN NM_000453 solute carrier family 5 (sodium iodide symporter), SLC5A5 15671536
    member 5
    DOXORUBICIN NM_003047 solute carrier family 9 (sodium/hydrogen exchanger), SLC9A1 15729714
    member 1
    DOXORUBICIN NM_003062 slit homolog 3 (Drosophila) SLIT3 16404146
    DOXORUBICIN NM_001003652; NM_001135937; NM_005901 SMAD family member 2 SMAD2 18606404
    DOXORUBICIN NM_001145102; NM_001145103; NM_001145104; SMAD family member 3 SMAD3 18606404
    NM_005902
    DOXORUBICIN NM_005359 SMAD family member 4 SMAD4 18606404
    DOXORUBICIN NM_005904 SMAD family member 7 SMAD7 18606404
    DOXORUBICIN NM_006306 structural maintenance of chromosomes 1A SMC1A 15489221
    DOXORUBICIN NM_000454 superoxide dismutase 1, soluble SOD1 16579640
    DOXORUBICIN NM_000636; NM_001024465; NM_001024466 superoxide dismutase 2, mitochondrial SOD2 14660625, 10969820, 18384434
    DOXORUBICIN NM_005633 son of sevenless homolog 1 (Drosophila) SOS1 16001973
    DOXORUBICIN NM_003109; NM_138473 Sp1 transcription factor SP1 17108358, 17124180
    DOXORUBICIN NM_003118 secreted protein, acidic, cysteine-rich (osteonectin) SPARC 15870702
    DOXORUBICIN NM_020126 sphingosine kinase 2 SPHK2 17974990
    DOXORUBICIN NM_003130; NM_198901 sorcin SRI 18423116
    DOXORUBICIN NM_003132 spermidine synthase SRM 16322899
    DOXORUBICIN NM_017857 slingshot homolog 3 (Drosophila) SSH3 16404146
    DOXORUBICIN NM_021978 suppression of tumorigenicity 14 (colon carcinoma) ST14 16322899
    DOXORUBICIN NM_007315; NM_139266 signal transducer and activator of transcription 1, STAT1 16001973, 17072862
    91 kDa
    DOXORUBICIN NM_005419 signal transducer and activator of transcription 2, STAT2 16001973
    113 kDa
    DOXORUBICIN NM_003150; NM_139276; NM_213662 signal transducer and activator of transcription 3 STAT3 16001973, 17920763
    (acute-phase response factor)
    DOXORUBICIN NM_013233 serine threonine kinase 39 (STE20/SPS1 homolog, STK39 16322899
    yeast)
    DOXORUBICIN NM_001145454; NM_005563; NM_203399; stathmin 1 STMN1 16458935
    NM_203401
    DOXORUBICIN NM_004177 syntaxin 3 STX3 16322897
    DOXORUBICIN NM_001001522; NM_003186 transgelin TAGLN 15870702
    DOXORUBICIN NM_001136139; NM_003200 transcription factor 3 (E2A immunoglobulin enhancer TCF3 16886622
    binding factors E12/E47)
    DOXORUBICIN NM_198253; NM_198255 telomerase reverse transcriptase TERT 16077987, 18396642, 18560228
    DOXORUBICIN NM_003225 trefoil factor 1 TFF1 16579640
    DOXORUBICIN NM_000660 transforming growth factor, beta 1 TGFB1 17418594, 18606404
    DOXORUBICIN NM_004613; NM_198951 transglutaminase 2 (C polypeptide, protein-glutamine- TGM2 15870702, 17073438
    gamma-glutamyltransferase)
    DOXORUBICIN NM_000361 thrombomodulin THBD 17172434
    DOXORUBICIN NM_003246 thrombospondin 1 THBS1 16962673
    DOXORUBICIN NM_018271 threonine synthase-like 2 (S. cerevisiae) THNSL2 16896004
    DOXORUBICIN NM_022037; NM_022173 TIA1 cytotoxic granule-associated RNA binding protein TIA1 16404146
    DOXORUBICIN NM_021025 T-cell leukemia homeobox 3 TLX3 16404146
    DOXORUBICIN NM_021109 thymosin beta 4, X-linked TMSB4X 16364925
    DOXORUBICIN NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 12908082, 15823547, 15899819,
    16001973, 17651020
    DOXORUBICIN NM_003844 tumor necrosis factor receptor superfamily, member TNFRSF10A 16098063, 17437844, 16364925,
    10a 17437844, 17437844, 15897917
    DOXORUBICIN NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 16364925, 17922852, 15897917,
    10b 17922852, 16098063, 17922852,
    16705698
    DOXORUBICIN NM_001065 tumor necrosis factor receptor superfamily, member 1A TNFRSF1A 17651020
    DOXORUBICIN NM_001066 tumor necrosis factor receptor superfamily, member 1B TNFRSF1B 17651020
    DOXORUBICIN NM_001039664; NM_003790; NM_148965; tumor necrosis factor receptor superfamily, member 25 TNFRSF25 16705698
    NM_148966; NM_148967; NM_148970
    DOXORUBICIN NM_003810 tumor necrosis factor (ligand) superfamily, member 10 TNFSF10 16364925, 19106633
    DOXORUBICIN NM_014765 translocase of outer mitochondrial membrane 20 TOMM20 16322897
    homolog (yeast)
    DOXORUBICIN NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 11470519, 15239142, 15486187,
    15753397, 15765123, 16969495,
    17351394
    DOXORUBICIN NM_001068 topoisomerase (DNA) II beta 180 kDa TOP2B 16239602, 16957942
    DOXORUBICIN NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15141020, 17124180, 15489221,
    NM_001126114; NM_001126115; 15578696,
    NM_001126116; NM_001126117
    (following) 15671536, 19106633, 15763944, 15781256, 15823547, 15823547, 15601469, 16211088, 15939500, 16001973, 16404146, 15939500, 17959036, 16168113, 16432175,
    16537896, 15781256, 17959036, 17339365, 17912235, 16108013, 10969820, 12082016, 15555623, 15601469, 17285121, 19074854, 17088865, 15763944, 15671536, 16826403,
    17079232, 17085670, 17088865, 17124180, 17285121, 17369602, 15578696, 17555331, 17608641, 17653088, 17682292, 17893511, 17912235, 17959036, 18269916, 18510171,
    18698031, 19074854, 19106633
    DOXORUBICIN NM_001126240; NM_001126241; NM_001126242; tumor protein p73 TP73 17716971
    NM_005427
    DOXORUBICIN NM_000365; NM_001159287 triosephosphate isomerase 1 TPI1 18309519
    DOXORUBICIN NM_016292 TNF receptor-associated protein 1 TRAP1 17680992
    DOXORUBICIN NM_001656; NM_033227; NM_033228 tripartite motif-containing 23 TRIM23 16404146
    DOXORUBICIN NM_005762 tripartite motif-containing 28 TRIM28 17079232
    DOXORUBICIN NM_001003827; NM_021616; NM_130389; tripartite motif-containing 34 TRIM34 16404146
    NM_130390
    DOXORUBICIN TRP53 16013437
    DOXORUBICIN NM_000370 tocopherol (alpha) transfer protein TTPA 16404146
    DOXORUBICIN NM_006000 tubulin, alpha 4a TUBA4A 16322897
    DOXORUBICIN NM_178014 tubulin, beta TUBB 16579640
    DOXORUBICIN NM_006087 tubulin, beta 4 TUBB4 16322897
    DOXORUBICIN NM_001071 thymidylate synthetase TYMS 10482907, 16168113
    DOXORUBICIN NM_003358 UDP-glucose ceramide glucosyltransferase UGCG 16404146, 18245173
    DOXORUBICIN NM_021139 UDP glucuronosyltransferase 2 family, polypeptide B4 UGT2B4 16404146
    DOXORUBICIN NM_003364; NM_181597 uridine phosphorylase 1 UPP1 18510171
    DOXORUBICIN NM_006004 ubiquinol-cytochrome c reductase hinge protein UQCRH 18510171
    DOXORUBICIN NM_000376; NM_001017535 vitamin D (1,25-dihydroxyvitamin D3) receptor VDR 17716971
    DOXORUBICIN NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 16900372, 17431384, 17498666,
    NM_001025369; NM_001025370; 17627616, 17627616, 17498666,
    NM_001033756; NM_003376 17912235, 18494554
    DOXORUBICIN NM_001167 X-linked inhibitor of apoptosis XIAP 11911975, 11911975, 16211302,
    12948851, 14601052, 15897917,
    15359644, 15911101, 17521628,
    18071906
    DOXORUBICIN NM_006887 zinc finger protein 36, C3H type-like 2 ZFP36L2 16322897
    DOXORUBICIN NM_022470; NM_152240 zinc finger, matrin type 3 ZMAT3 16439685
    DOXORUBICIN NM_003453; NM_197968 zinc finger, MYM-type 2 ZMYM2 16579640
    DOXORUBICIN NM_006963 zinc finger protein 22 (KOX 15) ZNF22 16404146
    DOXORUBICIN NM_024762 zinc finger protein 552 ZNF552 16896004
    EPIRUBICIN NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 12576456 resistance
    member 1
    EPIRUBICIN NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 12576456, 12657726 resistance
    NM_019899; NM_019900 member 1
    EPIRUBICIN NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 12576456 resistance
    EPIRUBICIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 14503796
    EPIRUBICIN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16188142 resistance
    EPIRUBICIN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 14503796, 15996160 death pathway
    EPIRUBICIN NM_001270 chromodomain helicase DNA binding protein 1 CHD1
    EPIRUBICIN NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 18768436
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    EPIRUBICIN NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 18768436
    homolog 2, neuro/glioblastoma derived oncogene
    homolog (avian)
    EPIRUBICIN NM_001005915; NM_001982 v-erb-b2 erythroblastic leukemia viral oncogene ERBB3 18768436
    homolog 3 (avian)
    EPIRUBICIN NM_022110 FK506 binding protein like FKBPL 14503796
    EPIRUBICIN NM_005980 S100 calcium binding protein P S100P 18636193
    EPIRUBICIN NM_000636; NM_001024465; NM_001024466 superoxide dismutase 2, mitochondrial SOD2 9569045
    EPIRUBICIN NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 18465341 target
    MITOXANTRONE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15239124 resistance
    member 1
    MITOXANTRONE NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 15239124, 15640379, 15695404, resistance
    15703302, 15875186, 17032904,
    16636798, 17032904
    MITOXANTRONE NM_130847 angiomotin like 1 AMOTL1 16044152
    MITOXANTRONE NM_001166 baculoviral IAP repeat-containing 2 BIRC2 15359644
    MITOXANTRONE NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 12948851
    MITOXANTRONE C4ORF28 16044152
    MITOXANTRONE NM_007359 cancer susceptibility candidate 3 CASC3 16044152
    MITOXANTRONE NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846
    MITOXANTRONE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 12948851
    MITOXANTRONE NM_001226; NM_032992 caspase 6, apoptosis-related cysteine peptidase CASP6 12948851
    MITOXANTRONE NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 12948851
    NM_033340
    MITOXANTRONE NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 12948851
    NM_033355; NM_033356; NM_033358
    MITOXANTRONE NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 12948851
    MITOXANTRONE NM_030809 cysteine-serine-rich nuclear protein 2 CSRNP2 16044152
    MITOXANTRONE NM_001141969; NM_001141970; NM_001350 death-domain associated protein DAXX 12948851
    MITOXANTRONE NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 12948851
    MITOXANTRONE NM_001144774; NM_001144775; NM_001144776; ELAV (embryonic lethal, abnormal vision, Drosophila)- ELAVL4 16044152
    NM_001144777; NM_021952 like 4 (Hu antigen D)
    MITOXANTRONE NM_021814 ELOVL family member 5, elongation of long chain fatty ELOVL5 16044152
    acids (FEN1/Elo2, SUR4/Elo3-like, yeast)
    MITOXANTRONE NM_001135554; NM_001135555; NM_001431 erythrocyte membrane protein band 4.1-like 2 EPB41L2 16044152
    MITOXANTRONE NM_000875 insulin-like growth factor 1 receptor IGF1R 15499378
    MITOXANTRONE NM_024337 iroquois homeobox 1 IRX1 16044152
    MITOXANTRONE NM_000426; NM_001079823 laminin, alpha 2 LAMA2 16044152
    MITOXANTRONE NM_001143944; NM_181336 LEM domain containing 2 LEMD2 16044152
    MITOXANTRONE NM_001161572; NM_001161573; NM_001161574; v-maf musculoaponeurotic fibrosarcoma oncogene MAFF 16044152
    NM_012323; NM_152878 homolog F (avian)
    MITOXANTRONE NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 17575151 variant allelic/
    NM_001145340; NM_002392; resistance
    NM_006878; NM_006879; NM_006881;
    NM_006882
    MITOXANTRONE NM_002583 PRKC, apoptosis, WT1, regulator PAWR 12948851
    MITOXANTRONE NM_000965; NM_016152 retinoic acid receptor, beta RARB 17608728 altered by
    mitox
    MITOXANTRONE NM_002890; NM_022650 RAS p21 protein activator (GTPase activating protein) 1 RASA1 16044152
    MITOXANTRONE NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    MITOXANTRONE NM_021244 Ras-related GTP binding D RRAGD 16044152
    MITOXANTRONE NM_003014 secreted frizzled-related protein 4 SFRP4 16044152
    MITOXANTRONE NM_032379; NM_032943; NM_206927; synaptotagmin-like 2 SYTL2 16044152
    NM_206928; NM_206929; NM_206930
    MITOXANTRONE NM_145274 transmembrane protein 99 TMEM99 16044152
    MITOXANTRONE NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A target
    MITOXANTRONE NM_001167 X-linked inhibitor of apoptosis XIAP 12948851, 15359644
    BLEOMYCIN NM_001166 baculoviral IAP repeat-containing 2 BIRC2 10815900
    BLEOMYCIN NM_000386 bleomycin hydrolase BLMH 12082022 resistance
    BLEOMYCIN NM_001752 catalase CAT 10751631 unrelated
    BLEOMYCIN NM_000234 ligase I, DNA, ATP-dependent LIG1 unrelated
    BLEOMYCIN NM_002311; NM_013975 ligase III, DNA, ATP-dependent LIG3 resistance
    BLEOMYCIN NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 18695918
    G/H synthase and cyclooxygenase)
    BLEOMYCIN NM_003745 suppressor of cytokine signaling 1 SOCS1 17374387 resistance
    BLEOMYCIN NM_006297 X-ray repair complementing defective repair in Chinese XRCC1 12082022 resistance
    hamster cells 1
    BLEOMYCIN NM_021141 X-ray repair complementing defective repair in Chinese XRCC5 12384553
    hamster cells 5 (double-strand-break rejoining)
    MITOMYCIN NM_000691; NM_001135167; NM_001135168 aldehyde dehydrogenase 3 family, memberA1 ALDH3A1 15905174 resistance
    MITOMYCIN NM_000484; NM_001136016; NM_001136129; amyloid beta (A4) precursor protein APP 12760830
    NM_001136130; NM_001136131;
    NM_201413; NM_201414
    MITOMYCIN NM_001675; NM_182810 activating transcription factor 4 (tax-responsive ATF4 12760830
    enhancer element B67)
    MITOMYCIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 15793875
    MITOMYCIN NM_001202; NM_130850; NM_130851 bone morphogenetic protein 4 BMP4 12760830
    MITOMYCIN NM_031966 cyclin B1 CCNB1 12760830
    MITOMYCIN NM_000611; NM_001127223; NM_001127225; CD59 molecule, complement regulatory protein CD59 17045307
    NM_001127226; NM_001127227;
    NM_203329; NM_203330; NM_203331
    MITOMYCIN NM_001785 cytidine deaminase CDA 18728667
    MITOMYCIN NM_001964 early growth response 1 EGR1 12760830
    MITOMYCIN NM_004431 EPH receptor A2 EPHA2 12760830
    MITOMYCIN GRP58 sensitivity
    MITOMYCIN NM_000852 glutathione S-transferase pi 1 GSTP1 15239142 resistance
    MITOMYCIN NM_002117 major histocompatibility complex, class I, C HLA-C 12760830
    MITOMYCIN NM_000234 ligase I, DNA, ATP-dependent LIG1 12760830
    MITOMYCIN NM_012325 microtubule-associated protein, RP/EB family, member 1 MAPRE1 12760830
    MITOMYCIN NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 16039682 sensitivity
    MITOMYCIN NM_004995 matrix metallopeptidase 14 (membrane-inserted) MMP14 12760830
    MITOMYCIN NM_002505; NM_021705 nuclear transcription factor Y, alpha NFYA 12760830
    MITOMYCIN NM_000903; NM_001025433; NM_001025434 NAD(P)H dehydrogenase, quinone 1 NQO1 15239142 drug activation
    MITOMYCIN NM_000941 P450 (cytochrome) oxidoreductase POR 15239142 drug activation
    MITOMYCIN NM_000311; NM_001080121; NM_001080122; prion protein PRNP 12760830
    NM_001080123; NM_183079
    MITOMYCIN NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 15793875
    G/H synthase and cyclooxygenase)
    MITOMYCIN NM_000321 retinoblastoma 1 RB1 15617745
    MITOMYCIN NM_002893 retinoblastoma binding protein 7 RBBP7 12760830
    MITOMYCIN NM_002916; NM_181573 replication factor C (activator 1) 4, 37 kDa RFC4 12760830
    MITOMYCIN NM_001006 ribosomal protein S3A RPS3A 12760830
    MITOMYCIN NM_001031680; NM_004350 runt-related transcription factor 3 RUNX3 15756676
    MITOMYCIN NM_006713 SUB1 homolog (S. cerevisiae) SUB1 12760830
    MITOMYCIN NM_198253; NM_198255 telomerase reverse transcriptase TERT resistance
    MITOMYCIN NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12082016 sensitivity
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    MITOMYCIN NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 18728667
    HYDROXYUREA NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 16005713 death pathway
    NM_138764; NM_138765
    HYDROXYUREA C13ORF34 17374387
    HYDROXYUREA NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16005713 death pathway
    HYDROXYUREA NM_001237 cyclin A2 CCNA2 11468187
    HYDROXYUREA NM_031966 cyclin B1 CCNB1 11468187
    HYDROXYUREA NM_053056 cyclin D1 CCND1 11468187 altered by HU
    HYDROXYUREA NM_001759 cyclin D2 CCND2 11468187 altered by HU
    HYDROXYUREA NM_001136017; NM_001136125; NM_001136126; cyclin D3 CCND3 11468187 altered by HU
    NM_001760
    HYDROXYUREA NM_001238; NM_057182 cyclin E1 CCNE1 11468187
    HYDROXYUREA NM_004060; NM_199246 cyclin G1 CCNG1 16005713 altered by HU
    HYDROXYUREA NM_001790; NM_022809 cell division cycle 25 homolog C (S. pombe) CDC25C 19074854
    HYDROXYUREA NM_018101 cell division cycle associated 8 CDCA8 17374387
    HYDROXYUREA NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 16005713 resistance
    HYDROXYUREA NM_001827 CDC28 protein kinase regulatory subunit 2 CKS2 17374387
    HYDROXYUREA NM_000114; NM_207032; NM_207033; endothelin 3 EDN3 15020278 altered by HU
    NM_207034
    HYDROXYUREA NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 16005713 altered by HU
    NM_152873; NM_152874; NM_152875;
    NM_152876; NM_152877
    HYDROXYUREA NM_002266 karyopherin alpha 2 (RAG cohort 1, importin alpha 1) KPNA2 17374387
    HYDROXYUREA NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    HYDROXYUREA NM_001005290; NM_001032290; NM_001032291; proline/serine-rich coiled-coil 1 PSRC1 17374387
    NM_032636
    HYDROXYUREA NM_001033 ribonucleotide reductase M1 RRM1 unrelated
    HYDROXYUREA NM_001034 ribonucleotide reductase M2 polypeptide RRM2 resistance
    HYDROXYUREA NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 16005713 death pathway
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    HYDROXYUREA NM_007019; NM_181799; NM_181800; ubiquitin-conjugating enzyme E2C UBE2C 17374387
    NM_181801; NM_181802; NM_181803
    CAMPTOTHECIN NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 10692111 resistance
    member 1
    CAMPTOTHECIN NM_198576 agrin AGRN 17374387
    CAMPTOTHECIN NM_000477 albumin ALB 10803926, 17378599 used as a drug
    carrier
    CAMPTOTHECIN NM_001153 annexin A4 ANXA4 17374387
    CAMPTOTHECIN NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 15665116, 17555331
    NM_138764; NM_138765
    CAMPTOTHECIN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 10692111
    CAMPTOTHECIN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16061681
    CAMPTOTHECIN NM_007294; NM_007295; NM_007296; breast cancer 1, early onset BRCA1 10344722
    NM_007297; NM_007298; NM_007299;
    NM_007300; NM_007302; NM_007303;
    NM_007304; NM_007305
    CAMPTOTHECIN NM_000059 breast cancer 2, early onset BRCA2 10344722
    CAMPTOTHECIN NM_001130849; NM_001130850; NM_016289 calcium binding protein 39 CAB39 17374387
    CAMPTOTHECIN NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846
    CAMPTOTHECIN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16273314, 16962673, 16962673
    CAMPTOTHECIN NM_031966 cyclin B1 CCNB1 16061681
    CAMPTOTHECIN NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 15141020
    CAMPTOTHECIN NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 11741290, 9673414, 17555331
    CAMPTOTHECIN NM_001024912; NM_001712 carcinoembryonic antigen-related cell adhesion CEACAM1 17374387
    molecule 1 (biliary glycoprotein)
    CAMPTOTHECIN NM_005760 CCAAT/enhancer binding protein (C/EBP), zeta CEBPZ 17374387
    CAMPTOTHECIN NM_001908; NM_147780; NM_147781; cathepsin B CTSB 17378599
    NM_147782; NM_147783
    CAMPTOTHECIN NM_001007277; NM_004879 etoposide induced 2.4 mRNA EI24 17374387
    CAMPTOTHECIN NM_001429 E1A binding protein p300 EP300 10344722
    CAMPTOTHECIN NM_014805 EPM2A (laforin) interacting protein 1 EPM2AIP1 17374387
    CAMPTOTHECIN NM_004110; NM_024417 ferredoxin reductase FDXR 17374387
    CAMPTOTHECIN NM_000852 glutathione S-transferase pi 1 GSTP1 15500952, 15500952, 14732228
    CAMPTOTHECIN NM_001077442; NM_001077443; NM_004500; heterogeneous nuclear ribonucleoprotein C (C1/C2) HNRNPC 16960656
    NM_031314
    CAMPTOTHECIN NM_000576 interleukin 1, beta IL1B 16356833
    CAMPTOTHECIN NM_000584 interleukin 8 IL8 16356833
    CAMPTOTHECIN NM_002228 jun oncogene JUN 15585644
    CAMPTOTHECIN NM_002756; NM_145109 mitogen-activated protein kinase kinase 3 MAP2K3 17374387
    CAMPTOTHECIN NM_005923 mitogen-activated protein kinase kinase kinase 5 MAP3K5 17374387
    CAMPTOTHECIN NM_001135044; NM_002752; NM_139068; mitogen-activated protein kinase 9 MAPK9 15585644
    NM_139069; NM_139070
    CAMPTOTHECIN NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 17555331
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    CAMPTOTHECIN NM_001004720; NM_001004722; NM_003581 NCK adaptor protein 2 NCK2 17374387
    CAMPTOTHECIN NM_001618 poly (ADP-ribose) polymerase 1 PARP1 11741290, 15585644, 16962673,
    15585644, 16962673
    CAMPTOTHECIN NM_004073 polo-like kinase 3 (Drosophila) PLK3 17374387
    CAMPTOTHECIN NM_032192; NM_181505 protein phosphatase 1, regulatory (inhibitor) subunit 1B PPP1R1B 16061638
    CAMPTOTHECIN NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    CAMPTOTHECIN NM_002875; NM_133487 RAD51 homolog (RecA homolog, E. coli) (S. cerevisiae) RAD51 10344722
    CAMPTOTHECIN NM_000321 retinoblastoma 1 RB1 14704340, 15585644
    CAMPTOTHECIN NM_002895; NM_183404 retinoblastoma-like 1 (p107) RBL1 15585644
    CAMPTOTHECIN NM_005611 retinoblastoma-like 2 (p130) RBL2 15585644
    CAMPTOTHECIN NM_001006946; NM_002997 syndecan 1 SDC1 17374387
    CAMPTOTHECIN NM_000593 transporter 1, ATP-binding cassette, sub-family B TAP1 17374387
    (MDR/TAP)
    CAMPTOTHECIN NM_014604 Tax1 (human T-cell leukemia virus type I) binding TAX1BP3 17374387
    protein 3
    CAMPTOTHECIN NM_003246 thrombospondin 1 THBS1 16962673
    CAMPTOTHECIN NM_003811 tumor necrosis factor (ligand) superfamily, member 9 TNFSF9 17374387
    CAMPTOTHECIN NM_003286 topoisomerase (DNA) I TOP1
    CAMPTOTHECIN NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 10692111, 11741290, 17555331,
    NM_001126114; NM_001126115; 9673414, 9673414, 17555331,
    NM_001126116; NM_001126117 12082016
    CAMPTOTHECIN NM_004881; NM_147184 tumor protein p53 inducible protein 3 TP53I3 17374387
    CAMPTOTHECIN NR_015381; NR_015381; NR_015381; TP53 target 1 (non-protein coding) TP53TG1 17374387
    NR_015381; NR_015381; NR_015381;
    NR_015381; NR_015381
    CAMPTOTHECIN NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 16356833
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    CAMPTOTHECIN NM_001167 X-linked inhibitor of apoptosis XIAP 16061681, 16211302
    TOPOTECAN NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 15695404, 15875186, 17032904, resistance
    17032904
    TOPOTECAN NM_001668; NM_178426; NM_178427 aryl hydrocarbon receptor nuclear translocator ARNT 15930297
    TOPOTECAN NM_002105 H2A histone family, member X H2AFX 16432175
    TOPOTECAN NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 15930297 target
    loop-helix transcription factor)
    TOPOTECAN NM_003286 topoisomerase (DNA) I TOP1 target
    TOPOTECAN NM_052963 topoisomerase (DNA) I, mitochondrial TOP1MT target
    TOPOTECAN NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 15930297 target
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    IRINOTECAN NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 12960109, 15655543, 15801936, resistance
    member 1 16815871
    IRINOTECAN NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 15897249, 16815871, 18927307 resistance
    NM_019899; NM_019900 member 1
    IRINOTECAN NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 16815871, 18981587 resistance
    member
    2
    IRINOTECAN NM_001105515; NM_005845 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC4 15827327 resistance
    member
    4
    IRINOTECAN NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 15239142, 15695404, 15655543, resistance
    15801936
    IRINOTECAN NM_032859 abhydrolase domain containing 13 ABHD13 18927307
    IRINOTECAN NM_198834; NM_198836; NM_198837; acetyl-Coenzyme A carboxylase alpha ACACA 18927307
    NM_198838; NM_198839
    IRINOTECAN NM_023038; NM_033274 ADAM metallopeptidase domain 19 (meltrin beta) ADAM19 18927307
    IRINOTECAN NM_001121; NM_016824; NM_019903 adducin 3 (gamma) ADD3 15956246
    IRINOTECAN NM_018269 acireductone dioxygenase 1 ADI1 18927307
    IRINOTECAN NM_000029 angiotensinogen (serpin peptidase inhibitor, clade A, AGT 18927307
    member 8)
    IRINOTECAN NM_007202 A kinase (PRKA) anchor protein 10 AKAP10 15956246
    IRINOTECAN NM_000032; NM_001037967; NM_001037968 aminolevulinate, delta-, synthase 2 ALAS2 15956246
    IRINOTECAN NM_000477 albumin ALB 18927307
    IRINOTECAN NM_000689 aldehyde dehydrogenase 1 family, member A1 ALDH1A1 15956246
    IRINOTECAN NM_001143668; NM_181847 adhesion molecule with Ig-like domain 2 AMIGO2 18927307
    IRINOTECAN NM_012098 angiopoietin-like 2 ANGPTL2 17327601
    IRINOTECAN NM_032217; NM_198889 ankyrin repeat domain 17 ANKRD17 18927307
    IRINOTECAN NM_015199 ankyrin repeat domain 28 ANKRD28 18927307
    IRINOTECAN NM_001003954; NM_004306 annexin A13 ANXA13 18927307
    IRINOTECAN NM_001155; NM_004033 annexin A6 ANXA6 15956246
    IRINOTECAN NM_001030006; NM_001282 adaptor-related protein complex 2, beta 1 subunit AP2B1 18927307
    IRINOTECAN NM_000038; NM_001127510; NM_001127511 adenomatous polyposis coli APC 15956246
    IRINOTECAN NM_001654 v-raf murine sarcoma 3611 viral oncogene homolog ARAF 15956246
    IRINOTECAN NM_001657 amphiregulin AREG 15723263
    IRINOTECAN NM_001024226; NM_001024227; NM_001024228; ADP-ribosylation factor 1 ARF1 18927307
    NM_001658
    IRINOTECAN NM_001030055; NM_001173 Rho GTPase activating protein 5 ARHGAP5 15956246
    IRINOTECAN NM_015313 Rho guanine nucleotide exchange factor (GEF) 12 ARHGEF12 18927307
    IRINOTECAN NM_152641 AT rich interactive domain 2 (ARID, RFX-like) ARID2 18927307
    IRINOTECAN NM_002892; NM_023000; NM_023001 AT rich interactive domain 4A (RBP1-like) ARID4A 15956246
    IRINOTECAN ARL6IP2 18927307
    IRINOTECAN ARL7 18927307
    IRINOTECAN NM_014154; NM_015396; NM_213654 armadillo repeat containing 8 ARMC8 18927307
    IRINOTECAN NM_000046; NM_198709 arylsulfatase B ARSB 18927307
    IRINOTECAN NM_001030287; NM_001040619; NM_001674; activating transcription factor 3 ATF3 15956246
    NM_004024
    IRINOTECAN NM_001131028; NM_031482 ATG10 autophagy related 10 homolog (S. cerevisiae) ATG10 15956246
    IRINOTECAN NM_001697 ATP synthase, H+ transporting, mitochondrial F1 ATP5O 17327601
    complex, O subunit
    IRINOTECAN NM_001003803; NM_001003805; NM_015684 ATP synthase, H+ transporting, mitochondrial F0 ATP5S 18927307
    complex, subunit s (factor B)
    IRINOTECAN NM_001141972; NM_080650 ATP binding domain 4 ATPBD4 18927307
    IRINOTECAN NM_000489; NM_138270 alpha thalassemia/mental retardation syndrome X- ATRX 18927307
    linked (RAD54 homolog, S. cerevisiae)
    IRINOTECAN NM_004217 aurora kinase B AURKB 15956246
    IRINOTECAN NM_012342 BMP and activin membrane-bound inhibitor homolog BAMBI 18927307
    (Xenopus laevis)
    IRINOTECAN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 18949393
    IRINOTECAN NM_001024808; NM_020993 B-cell CLL/lymphoma 7A BCL7A 15956246
    IRINOTECAN NM_004326 B-cell CLL/lymphoma 9 BCL9 15956246
    IRINOTECAN NM_004327; NM_021574 breakpoint cluster region BCR 18927307
    IRINOTECAN NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 15956246, 16373703
    IRINOTECAN BM1_06115 18927307
    IRINOTECAN NM_181809 bone morphogenetic protein 8a BMP8A 15956246
    IRINOTECAN NM_033030; NM_197970 bol, boule-like (Drosophila) BOLL 17327601
    IRINOTECAN NM_014962; NM_181443 BTB (POZ) domain containing 3 BTBD3 18927307
    IRINOTECAN NM_004336 budding uninhibited by benzimidazoles 1 homolog BUB1 15956246
    (yeast)
    IRINOTECAN C11ORF80 18927307
    IRINOTECAN C14ORF118 18927307
    IRINOTECAN C15ORF5 18927307
    IRINOTECAN C16ORF87 18927307
    IRINOTECAN C1ORF43 18927307
    IRINOTECAN C5ORF28 18927307
    IRINOTECAN C7ORF44 18927307
    IRINOTECAN C9ORF100 18927307
    IRINOTECAN C9ORF126 18927307
    IRINOTECAN C9ORF25 18927307
    IRINOTECAN NM_012295 calcineurin binding protein 1 CABIN1 18927307
    IRINOTECAN NM_001003406; NM_021096 calcium channel, voltage-dependent, T type, alpha 1I CACNA1I 18927307
    subunit
    IRINOTECAN NM_001225; NM_033306 caspase 4, apoptosis-related cysteine peptidase CASP4 15956246
    IRINOTECAN NM_019083 coiled-coil domain containing 76 CCDC76 18927307
    IRINOTECAN NM_001237 cyclin A2 CCNA2 15956246
    IRINOTECAN NM_004701 cyclin B2 CCNB2 15956246
    IRINOTECAN NM_001761 cyclin F CCNF 15956246
    IRINOTECAN NM_004354 cyclin G2 CCNG2 18927307
    IRINOTECAN NM_001295 chemokine (C-C motif) receptor 1 CCR1 15956246
    IRINOTECAN NM_004367; NM_031409 chemokine (C-C motif) receptor 6 CCR6 15956246
    IRINOTECAN NM_001009186; NM_001762 chaperonin containing TCP1, subunit 6A (zeta 1) CCT6A 18927307
    IRINOTECAN NM_001025079; NM_001777; NM_198793 CD47 molecule CD47 18927307
    IRINOTECAN NM_001252 CD70 molecule CD70 15956246
    IRINOTECAN NM_005191 CD80 molecule CD80 15956246
    IRINOTECAN NM_001130829; NM_001786; NM_033379 cell division cycle 2, G1 to S and G2 to M CDC2 15956246
    IRINOTECAN NM_004358; NM_021872; NM_021873 cell division cycle 25 homolog B (S. pombe) CDC25B 15956246
    IRINOTECAN NM_003718; NM_031267 cell division cycle 2-like 5 (cholinesterase-related cell CDC2L5 15956246
    division controller)
    IRINOTECAN NM_003607; NM_014826 CDC42 binding protein kinase alpha (DMPK-like) CDC42BPA 18927307
    IRINOTECAN NM_001794 cadherin 4, type 1, R-cadherin (retinal) CDH4 18927307
    IRINOTECAN NM_003936 cyclin-dependent kinase 5, regulatory subunit 2 (p39) CDK5R2 15956246
    IRINOTECAN NM_001145306; NM_001259 cyclin-dependent kinase 6 CDK6 18927307
    IRINOTECAN NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 15132777
    IRINOTECAN NM_001130851; NM_005192 cyclin-dependent kinase inhibitor 3 CDKN3 15956246
    IRINOTECAN NM_016952 Cdon homolog (mouse) CDON 18927307
    IRINOTECAN NM_001813 centromere protein E, 312 kDa CENPE 15956246, 18927307
    IRINOTECAN NM_016343 centromere protein F, 350/400ka (mitosin) CENPF 15956246
    IRINOTECAN CENTG2 18927307
    IRINOTECAN NM_032142 centrosomal protein 192 kDa CEP192 18927307
    IRINOTECAN NM_025114 centrosomal protein 290 kDa CEP290 18927307
    IRINOTECAN NM_001025194; NM_001025195; NM_001266 carboxylesterase 1 (monocyte/macrophage serine CES1 15100172, 15239142
    esterase 1)
    IRINOTECAN NM_003869; NM_198061 carboxylesterase 2 (intestine, liver) CES2 10728672, 12171891, 11716702,
    12171903,
    (following) 12171891, 15592324, 16203781, 11716702, 15475733, 14581373, 15100172, 15592324, 15655543, 16033949, 16203781
    IRINOTECAN NM_024922 carboxylesterase 3 CES3 15100172
    IRINOTECAN NM_001270 chromodomain helicase DNA binding protein 1 CHD1 15956246
    IRINOTECAN NM_001130675; NM_004362 calmegin CLGN 18927307
    IRINOTECAN NM_004859 clathrin, heavy chain (Hc) CLTC 18927307
    IRINOTECAN NM_017649; NM_199076; NM_199077 cyclin M2 CNNM2 18927307
    IRINOTECAN NM_001130103; NM_005203; NM_080798; collagen, type XIII, alpha 1 COL13A1 18927307
    NM_080799; NM_080800; NM_080801;
    NM_080802; NM_080803; NM_080804;
    NM_080805; NM_080806; NM_080807;
    NM_080808; NM_080809; NM_080810;
    NM_080811; NM_080812;
    NM_080813; NM_080814; NM_080815
    IRINOTECAN NM_000092 collagen, type IV, alpha 4 COL4A4 18927307
    IRINOTECAN NM_001848 collagen, type VI, alpha 1 COL6A1 15956246
    IRINOTECAN NM_203495; NM_203497 COMM domain containing 6 COMMD6 15956246
    IRINOTECAN NM_001098398; NM_004371 coatomer protein complex, subunit alpha COPA 18927307
    IRINOTECAN NM_001873 carboxypeptidase E CPE 18927307
    IRINOTECAN NM_001079846; NM_004380 CREB binding protein CREBBP 15956246, 18927307
    IRINOTECAN NM_016441 cysteine rich transmembrane BMP regulator 1 CRIM1 18927307
    (chordin-like)
    IRINOTECAN NM_020991; NM_022644; NM_022645 chorionic somatomammotropin hormone 2 CSH2 18927307
    IRINOTECAN NM_001083914; NM_001329; NM_022802 C-terminal binding protein 2 CTBP2 18927307
    IRINOTECAN NM_001902; NM_153742 cystathionase (cystathionine gamma-lyase) CTH 18927307
    IRINOTECAN NM_001008895; NM_003589 cullin 4A CUL4A 18927307
    IRINOTECAN NM_000609; NM_001033886; NM_199168 chemokine (C—X—C motif) ligand 12 (stromal cell- CXCL12 18927307
    derived factor 1)
    IRINOTECAN NM_000761 cytochrome P450, family 1, subfamily A, polypeptide 2 CYP1A2 11901092 unrelated
    IRINOTECAN NM_000762 cytochrome P450, family 2, subfamily A, polypeptide 6 CYP2A6 11901092
    IRINOTECAN NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 11901092
    IRINOTECAN NM_000769 cytochrome P450, family 2, subfamily C, polypeptide CYP2C19 11901092
    19
    IRINOTECAN NM_000770 cytochrome P450, family 2, subfamily C, polypeptide 8 CYP2C8 11901092 unrelated
    IRINOTECAN NM_000771 cytochrome P450, family 2, subfamily C, polypeptide 9 CYP2C9 11901092 unrelated
    IRINOTECAN NM_000106; NM_001025161 cytochrome P450, family 2, subfamily D, polypeptide 6 CYP2D6 11901092
    IRINOTECAN NM_000773 cytochrome P450, family 2, subfamily E, polypeptide 1 CYP2E1 11901092
    IRINOTECAN NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 11901092, 15100172, 15239142, drug
    15523087, 15655543 metabolism
    IRINOTECAN NM_000777 cytochrome P450, family 3, subfamily A, polypeptide 5 CYP3A5 15897249 drug
    metabolism
    IRINOTECAN NM_001142936; NM_139179 diacylglycerol lipase, beta DAGLB 18927307
    IRINOTECAN NM_014881 DNA cross-link repair 1A (PSO2 homolog, S. cerevisiae) DCLRE1A 15956246
    IRINOTECAN NM_006400 dynactin 2 (p50) DCTN2 18927307
    IRINOTECAN NM_000107 damage-specific DNA binding protein 2, 48 kDa DDB2 15956246
    IRINOTECAN NM_030637 DDHD domain containing 1 DDHD1 18927307
    IRINOTECAN NM_001039711; NM_001039712; NM_032998 death effector domain containing DEDD 18927307
    IRINOTECAN NM_004084 defensin, alpha 1 DEFA1 15956246
    IRINOTECAN NM_001144823; NM_005848 DENN/MADD domain containing 4A DENND4A 15956246
    IRINOTECAN NM_003677 density-regulated protein DENR 18927307
    IRINOTECAN NM_001145208; NM_018369 DEP domain containing 1B DEPDC1B 18927307
    IRINOTECAN NM_022720 DiGeorge syndrome critical region gene 8 DGCR8 18927307
    IRINOTECAN NM_176815 dihydrofolate reductase-like 1 DHFRL1 18927307
    IRINOTECAN NM_001146114; NM_001146115; NM_015151; DIP2 disco-interacting protein 2 homolog A DIP2A 18927307
    NM_206889; NM_206890; NM_206891 (Drosophila)
    IRINOTECAN NM_006094; NM_024767; NM_182643 deleted in liver cancer 1 DLC1 18927307
    IRINOTECAN NM_001098424; NM_004087 discs, large homolog 1 (Drosophila) DLG1 18927307
    IRINOTECAN NM_001934; NM_138281 distal-less homeobox 4 DLX4 18927307
    IRINOTECAN NM_004943 dystrophia myotonica, WD repeat containing DMWD 15956246
    IRINOTECAN DNMT2 15956246
    IRINOTECAN NM_001039589; NM_001384 DPH2 homolog (S. cerevisiae) DPH2 18927307
    IRINOTECAN NM_000110 dihydropyrimidine dehydrogenase DPYD 15956246
    IRINOTECAN NM_000798 dopamine receptor D5 DRD5 17327601
    IRINOTECAN NM_004147 developmentally regulated GTP binding protein 1 DRG1 15897249
    IRINOTECAN NM_001144769; NM_001144770; NM_001144771; dystonin DST 18927307
    NM_001723; NM_015548;
    NM_020388; NM_183380
    IRINOTECAN NM_004418 dual specificity phosphatase 2 DUSP2 15956246
    IRINOTECAN NM_001396; NM_101395; NM_130436; dual-specificity tyrosine-(Y)-phosphorylation regulated DYRK1A 15956246
    NM_130437; NM_130438 kinase 1A
    IRINOTECAN NM_003583; NM_006482 dual-specificity tyrosine-(Y)-phosphorylation regulated DYRK2 15956246
    kinase 2
    IRINOTECAN EBI2 15956246
    IRINOTECAN NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15723263
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    IRINOTECAN NM_001964 early growth response 1 EGR1 15956246
    IRINOTECAN NM_001013703 eukaryotic translation initiation factor 2 alpha kinase 4 EIF2AK4 18927307
    IRINOTECAN NM_012155 echinoderm microtubule associated protein like 2 EML2 17327601
    IRINOTECAN NM_001428 enolase 1, (alpha) ENO1 18927307
    IRINOTECAN NM_001429 E1A binding protein p300 EP300 15956246
    IRINOTECAN NM_031308 epiplakin 1 EPPK1 18927307
    IRINOTECAN NM_001042599; NM_005235 v-erb-a erythroblastic leukemia viral oncogene ERBB4 15956246
    homolog 4 (avian)
    IRINOTECAN NM_015064; NM_178037; NM_178038; ELKS/RAB6-interacting/CAST family member 1 ERC1 18927307
    NM_178039; NM_178040
    IRINOTECAN NM_001432 epiregulin EREG 18927307
    IRINOTECAN NM_005239 v-ets erythroblastosis virus E26 oncogene homolog 2 ETS2 15956246
    (avian)
    IRINOTECAN NM_001987 ets variant 6 ETV6 15956246
    IRINOTECAN NM_001037126; NM_021807 exocyst complex component 4 EXOC4 18927307
    IRINOTECAN NM_000132; NM_019863 coagulation factor VIII, procoagulant component F8 17327601
    IRINOTECAN NM_001040442; NM_001130958; NM_001445 fatty acid binding protein 6, ileal FABP6 18927307
    IRINOTECAN FAM152A 18927307
    IRINOTECAN NM_001040020; NM_014888 family with sequence similarity 3, member C FAM3C 18927307
    IRINOTECAN FAM44A 18927307
    IRINOTECAN NM_004629 Fanconi anemia, complementation group G FANCG 15956246
    IRINOTECAN NM_005687 phenylalanyl-tRNA synthetase, beta subunit FARSB 18927307
    IRINOTECAN NM_000639 Fas ligand (TNF superfamily, member 6) FASLG 15897249
    IRINOTECAN NM_015962 FCF1 small subunit (SSU) processome component FCF1 18927307
    homolog (S. cerevisiae)
    IRINOTECAN NM_002006 fibroblast growth factor 2 (basic) FGF2 15956246
    IRINOTECAN NM_002010 fibroblast growth factor 9 (glia-activating factor) FGF9 18927307
    IRINOTECAN NM_002026; NM_054034; NM_212474; fibronectin 1 FN1 15956246, 18927307
    NM_212475; NM_212476; NM_212478;
    NM_212482
    IRINOTECAN NM_005252 v-fos FBJ murine osteosarcoma viral oncogene FOS 15956246
    homolog
    IRINOTECAN NM_001114171; NM_006732 FBJ murine osteosarcoma viral oncogene homolog B FOSB 15956246
    IRINOTECAN NM_032892 FERM domain containing 5 FRMD5 18927307
    IRINOTECAN NM_001080432 fat mass and obesity associated FTO 18927307
    IRINOTECAN NM_001465; NM_199335 FYN binding protein (FYB-120/130) FYB 18927307
    IRINOTECAN G1P3 18927307
    IRINOTECAN NM_001002295; NM_002051 GATA binding protein 3 GATA3 15956246
    IRINOTECAN NM_004864 growth differentiation factor 15 GDF15 15956246
    IRINOTECAN NM_001032364; NM_001032365; NM_005265; gamma-glutamyltransferase 1 GGT1 18927307
    NM_013430
    IRINOTECAN NM_000165 gap junction protein, alpha 1, 43 kDa GJA1 18927307
    IRINOTECAN NM_000167; NM_001128127; NM_203391 glycerol kinase GK 18927307
    IRINOTECAN NM_006541 glutaredoxin 3 GLRX3 18927307
    IRINOTECAN NM_006572 guanine nucleotide binding protein (G protein), alpha GNA13 18927307
    13
    IRINOTECAN NM_181077 golgi autoantigen, golgin subfamily a, 8A GOLGA8A 17327601
    IRINOTECAN NM_015590; NM_182679 G patch domain containing 4 GPATCH4 18927307
    IRINOTECAN NM_002084 glutathione peroxidase 3 (plasma) GPX3 15956246
    IRINOTECAN NM_002105 H2A histone family, member X H2AFX 15956246
    IRINOTECAN NM_001945 heparin-binding EGF-like growth factor HBEGF 15723263
    IRINOTECAN NM_000559 hemoglobin, gamma A HBG1 18927307
    IRINOTECAN NM_005334 host cell factor C1 (VP16-accessory protein) HCFC1 18927307
    IRINOTECAN NM_173497; NM_182765 HECT domain containing 2 HECTD2 18927307
    IRINOTECAN NM_018063 helicase, lymphoid-specific HELLS 18927307
    IRINOTECAN NM_005524 hairy and enhancer of split 1, (Drosophila) HES1 19147571
    IRINOTECAN NM_003512 histone cluster 1, H2ac HIST1H2AC 15956246
    IRINOTECAN NM_003542 histone cluster 1, H4c HIST1H4C 18927307
    IRINOTECAN NM_005514 major histocompatibility complex, class I, B HLA-B 18927307
    IRINOTECAN NM_002124 major histocompatibility complex, class II, DR beta 1 HLA- 18927307
    DRB1
    IRINOTECAN NM_021983 major histocompatibility complex, class II, DR beta 4 HLA- 18927307
    DRB4
    IRINOTECAN NM_001142556; NM_001142557; NM_012484; hyaluronan-mediated motility receptor (RHAMM) HMMR 15956246
    NM_012485
    IRINOTECAN NM_001002032; NM_001002033; NM_016185 hematological and neurological expressed 1 HN1 18927307
    IRINOTECAN HNRPA1 18927307
    IRINOTECAN HNRPD 18927307
    IRINOTECAN NM_031372 heterogeneous nuclear ribonucleoprotein D-like HNRPDL 18927307
    IRINOTECAN NM_000412 histidine-rich glycoprotein HRG 15956246
    IRINOTECAN NM_006041 heparan sulfate (glucosamine) 3-O-sulfotransferase HS3ST3B1 18927307
    3B1
    IRINOTECAN NM_014278 heat shock 70 kDa protein 4-like HSPA4L 15956246
    IRINOTECAN HYPK 18927307
    IRINOTECAN NM_002166 inhibitor of DNA binding 2, dominant negative helix- ID2 15956246
    loop-helix protein
    IRINOTECAN NM_003641 interferon induced transmembrane protein 1 (9-27) IFITM1 18927307
    IRINOTECAN NM_000618; NM_001111283; NM_001111284; insulin-like growth factor 1 (somatomedin C) IGF1 15956246
    NM_001111285
    IRINOTECAN immunoglobulin heavy constant gamma 1 (G1m IGHG1 18927307
    marker)
    IRINOTECAN NM_000576 interleukin 1, beta IL1B 15956246
    IRINOTECAN NM_000584 interleukin 8 IL8 15723263
    IRINOTECAN NM_032549 IMP2 inner mitochondrial membrane IMMP2L 18927307
    peptidase-like (S. cerevisiae)
    IRINOTECAN NM_001100169; NM_001100170; NM_006839 inner membrane protein, mitochondrial (mitofilin) IMMT 18927307
    IRINOTECAN NM_019071; NM_198267 inhibitor of growth family, member 3 ING3 18927307
    IRINOTECAN NM_005542; NM_198336; NM_198337 insulin induced gene 1 INSIG1 18927307
    IRINOTECAN NM_002203 integrin, alpha 2 (CD49B, alpha 2 subunit of VLA-2 ITGA2 18927307
    receptor)
    IRINOTECAN NM_001144999; NM_001145000; NM_002210 integrin, alpha V (vitronectin receptor, alpha ITGAV 15956246
    polypeptide, antigen CD51)
    IRINOTECAN NM_000887 integrin, alpha X (complement component 3 receptor 4 ITGAX 15956246
    subunit)
    IRINOTECAN NM_014288 integrin beta 3 binding protein (beta3-endonexin) ITGB3BP 15956246
    IRINOTECAN NM_002228 jun oncogene JUN 15956246
    IRINOTECAN NM_006559 KH domain containing, RNA binding, signal KHDRBS1 18927307
    transduction associated 1
    IRINOTECAN NM_001162893; NM_001162894; NM_001162895; KIAA0040 KIAA0040 18927307
    NM_014656
    IRINOTECAN NM_015443 KIAA1267 KIAA1267 18927307
    IRINOTECAN KIAA1333 18927307
    IRINOTECAN NM_033395 KIAA1731 KIAA1731 18927307
    IRINOTECAN NM_014875 kinesin family member 14 KIF14 18927307
    IRINOTECAN NM_004235 Kruppel-like factor 4 (gut) KLF4 18927307
    IRINOTECAN NM_001206 Kruppel-like factor 9 KLF9 15956246
    IRINOTECAN NM_017644 kelch-like 24 (Drosophila) KLHL24 18927307
    IRINOTECAN NM_001013406; NM_004912; NM_194454; KRIT1, ankyrin repeat containing KRIT1 18927307
    NM_194455; NM_194456
    IRINOTECAN NM_000424 keratin 5 KRT5 15956246
    IRINOTECAN NM_030915 limb bud and heart development homolog (mouse) LBH 18927307
    IRINOTECAN NM_006499; NM_201543; NM_201544; lectin, galactoside-binding, soluble, 8 LGALS8 17327601
    NM_201545
    IRINOTECAN LIM 18927307
    IRINOTECAN NM_032603 lysyl oxidase-like 3 LOXL3 18927307
    IRINOTECAN NM_024830 lysophosphatidylcholine acyltransferase 1 LPCAT1 18927307
    IRINOTECAN NM_032773 leucine-rich repeats and calponin homology (CH) LRCH3 18927307
    domain containing 3
    IRINOTECAN NM_002343 lactotransferrin LTF 15956246
    IRINOTECAN NM_032860 LTV1 homolog (S. cerevisiae) LTV1 18927307
    IRINOTECAN NM_002358 MAD2 mitotic arrest deficient-like 1 (yeast) MAD2L1 15956246
    IRINOTECAN NM_002371; NM_022438; NM_022439; mal, T-cell differentiation protein MAL 15956246
    NM_022440
    IRINOTECAN NR_002819; NR_002819; NR_002819; metastasis associated lung adenocarcinoma transcript MALAT1 18927307
    NR_002819; NR_002819; NR_002819 1 (non-protein coding)
    IRINOTECAN NM_005434 mal, T-cell differentiation protein-like MALL 15956246
    IRINOTECAN NM_005923 mitogen-activated protein kinase kinase kinase 5 MAP3K5 15956246
    IRINOTECAN NM_003618 mitogen-activated protein kinase kinase kinase kinase 3 MAP4K3 18927307
    IRINOTECAN NM_005885 membrane-associated ring finger (C3HC4) 6 MARCH6 18927307
    IRINOTECAN NM_002380; NM_030583 matrilin 2 MATN2 18927307
    IRINOTECAN NM_018834; NM_199189 matrin 3 MATR3 18927307
    IRINOTECAN NM_021038; NM_207292; NM_207293; muscleblind-like (Drosophila) MBNL1 18927307
    NM_207294; NM_207295; NM_207296;
    NM_207297
    IRINOTECAN NM_001025081; NM_001025090; NM_001025092; myelin basic protein MBP 18927307
    NM_001025100; NM_001025101;
    NM_002385
    IRINOTECAN NM_022132 methylcrotonoyl-Coenzyme A carboxylase 2 (beta) MCCC2 18927307
    IRINOTECAN NM_001112732; NM_024979 MCF.2 cell line derived transforming sequence-like MCF2L 15956246
    IRINOTECAN NM_005914; NM_182746 minichromosome maintenance complex component 4 MCM4 15956246
    IRINOTECAN NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 15956246
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    IRINOTECAN NM_014611 MDN1, midasin homolog (yeast) MDN1 18927307
    IRINOTECAN NM_005121 mediator complex subunit 13 MED13 18927307
    IRINOTECAN NM_001145785 myocyte enhancer factor 2B MEF2B 15956246
    IRINOTECAN NM_002412 O-6-methylguanine-DNA methyltransferase MGMT 15239142
    IRINOTECAN NM_012064 major intrinsic protein of lens fiber MIP 18927307
    IRINOTECAN NR_027350; XR_079513; XR_079513; microRNA host gene 1 (non-protein coding) MIRHG1 18927307
    XR_079539; XR_079539; XR_079554;
    XR_079554
    IRINOTECAN NM_173576 mohawk homeobox MKX 18927307
    IRINOTECAN NM_000249 mutL homolog 1, colon cancer, MLH1 18949393
    nonpolyposis type 2 (E. coli)
    IRINOTECAN NM_004994 matrix metallopeptidase 9 (gelatinase B, 92 kDa MMP9 15956246
    gelatinase, 92 kDa type IV collagenase)
    IRINOTECAN NM_000250 myeloperoxidase MPO 15956246
    IRINOTECAN NM_173496 membrane protein, palmitoylated 7 (MAGUK p55 MPP7 18927307
    subfamily member 7)
    IRINOTECAN NM_016640 mitochondrial ribosomal protein S30 MRPS30 18927307
    IRINOTECAN NM_000251 mutS homolog 2, colon cancer, nonpolyposis type 1 MSH2 15956246, 18949393
    (E. coli)
    IRINOTECAN NM_015440 methylenetetrahydrofolate dehydrogenase (NADP+ MTHFD1L 18927307
    dependent) 1-like
    IRINOTECAN NM_006441 5,10-methenyltetrahydrofolate synthetase (5- MTHFS 15956246
    formyltetrahydrofolate cyclo-ligase)
    IRINOTECAN NM_002463 myxovirus (influenza virus) resistance 2 (mouse) MX2 15956246
    IRINOTECAN NM_005964 myosin, heavy chain 10, non-muscle MYH10 18927307
    IRINOTECAN NM_001085487 Myb-like, SWIRM and MPN domains 1 MYSM1 18927307
    IRINOTECAN NM_153029 NEDD4 binding protein 1 N4BP1 18927307
    IRINOTECAN NM_017940 neuroblastoma breakpoint family, member 1 NBPF1 18927307
    IRINOTECAN NM_006153 NCK adaptor protein 1 NCK1 15956246
    IRINOTECAN NM_003743; NM_147223; NM_147233 nuclear receptor coactivator 1 NCOA1 15956246
    IRINOTECAN NM_006311 nuclear receptor co-repressor 1 NCOR1 18927307
    IRINOTECAN NM_015331 nicastrin NCSTN 19147571
    IRINOTECAN NM_002497 NIMA (never in mitosis gene a)-related kinase 2 NEK2 15956246
    IRINOTECAN NM_006018 niacin receptor 2 NIACR2 15956246
    IRINOTECAN NM_002508 nidogen 1 NID1 15956246
    IRINOTECAN NM_000903; NM_001025433; NM_001025434 NAD(P)H dehydrogenase, quinone 1 NQO1 18927307
    IRINOTECAN NM_006178 N-ethylmaleimide-sensitive factor NSF 18927307
    IRINOTECAN NM_005124 nucleoporin 153 kDa NUP153 18927307
    IRINOTECAN NM_001129897; NM_016359; NM_018454 nucleolar and spindle associated protein 1 NUSAP1 18927307
    IRINOTECAN NM_002547 oligophrenin 1 OPHN1 18927307
    IRINOTECAN NM_003999 oncostatin M receptor OSMR 15956246
    IRINOTECAN NM_018440 phosphoprotein associated with glycosphingolipid PAG1 18927307
    microdomains 1
    IRINOTECAN NM_000919; NM_138766; NM_138821; peptidylglycine alpha-amidating monooxygenase PAM 18927307
    NM_138822
    IRINOTECAN NM_175854 PAN3 poly(A) specific ribonuclease subunit homolog PAN3 18927307
    (S. cerevisiae)
    IRINOTECAN NM_016734 paired box 5 PAX5 18927307
    IRINOTECAN NM_001135254; NM_002584; NM_013945 paired box 7 PAX7 18927307
    IRINOTECAN PCAF 18927307
    IRINOTECAN NM_032151 pterin-4 alpha-carbinolamine dehydratase/dimerization PCBD2 18927307
    cofactor of hepatocyte nuclear factor 1 alpha (TCF1) 2
    IRINOTECAN NM_002588; NM_032402; NM_032403 protocadherin gamma subfamily C, 3 PCDHGC3 15956246
    IRINOTECAN NM_001037339; NM_001037340; NM_001037341; phosphodiesterase 4B, cAMP-specific PDE4B 15956246
    NM_002600 (phosphodiesterase E4 dunce homolog, Drosophila)
    IRINOTECAN NM_173582 phosphoglucomutase 2-like 1 PGM2L1 18927307
    IRINOTECAN NM_007350 pleckstrin homology-like domain, family A, member 1 PHLDA1 18927307
    IRINOTECAN NR_003700; NR_003700; NR_003700; phosphatidylinositol 4-kinase, catalytic, alpha PI4KAP2 15956246
    NR_003700 pseudogene 2
    IRINOTECAN NM_178517 phosphatidylinositol glycan anchor biosynthesis, class W PIGW 18927307
    IRINOTECAN NM_000930; NM_033011 plasminogen activator, tissue PLAT 18927307
    IRINOTECAN NM_001134478; NM_153268 phosphatidylinositol-specific phospholipase C, X PLCXD2 18927307
    domain containing 2
    IRINOTECAN NM_001143821; NM_019012 pleckstrin homology domain containing, family A PLEKHA5 18927307
    member 5
    IRINOTECAN NM_024927 pleckstrin homology domain containing, family H (with PLEKHH3 15956246
    MyTH4 domain) member 3
    IRINOTECAN NM_005030 polo-like kinase 1 (Drosophila) PLK1 15956246
    IRINOTECAN NM_006622 polo-like kinase 2 (Drosophila) PLK2 15956246
    IRINOTECAN NM_004073 polo-like kinase 3 (Drosophila) PLK3 15956246
    IRINOTECAN NM_021127 phorbol-12-myristate-13-acetate-induced protein 1 PMAIP1 15956246
    IRINOTECAN NM_006813 proline-rich nuclear receptor coactivator 1 PNRC1 18927307
    IRINOTECAN NM_015100; NM_145796; NM_207171 pogo transposable element with ZNF domain POGZ 18927307
    IRINOTECAN NM_016218 polymerase (DNA directed) kappa POLK 18927307
    IRINOTECAN NM_000941 P450 (cytochrome) oxidoreductase POR 15239142
    IRINOTECAN NM_003620 protein phosphatase 1D magnesium-dependent, delta PPM1D 18927307
    isoform
    IRINOTECAN NM_000944; NM_001130691; NM_001130692 protein phosphatase 3 (formerly 2B), catalytic subunit, PPP3CA 18927307
    alpha isoform
    IRINOTECAN NM_001142353; NM_001142354; NM_021132 protein phosphatase 3 (formerly 2B), catalytic subunit, PPP3CB 15956246
    beta isoform
    IRINOTECAN NM_006251; NM_206907 protein kinase, AMP-activated, alpha 1 catalytic PRKAA1 18927307
    subunit
    IRINOTECAN NM_002737 protein kinase C, alpha PRKCA 15723263
    IRINOTECAN NM_002738; NM_212535 protein kinase C, beta PRKCB 15723263
    IRINOTECAN NM_006254; NM_212539 protein kinase C, delta PRKCD 15723263
    IRINOTECAN NM_002740 protein kinase C, iota PRKCI 15723263
    IRINOTECAN NM_001145848; NM_001145849; NM_001145850; prominin 1 PROM1 15956246
    NM_001145851; NM_001145852;
    NM_006017
    IRINOTECAN NM_002784 pregnancy specific beta-1-glycoprotein 9 PSG9 17327601
    IRINOTECAN NM_004878 prostaglandin E synthase PTGES 15956246
    IRINOTECAN NM_005607; NM_153831 PTK2 protein tyrosine kinase 2 PTK2 18927307
    IRINOTECAN NM_003463 protein tyrosine phosphatase type IVA, member 1 PTP4A1 18927307
    IRINOTECAN NM_006264; NM_080683; NM_080684; protein tyrosine phosphatase, non-receptor type 13 PTPN13 15956246
    NM_080685 (APO-1/CD95 (Fas)-associated phosphatase)
    IRINOTECAN NM_012411; NM_015967 protein tyrosine phosphatase, non-receptor type 22 PTPN22 15956246
    (lymphoid)
    IRINOTECAN NM_001040712; NM_002839; NM_130391; protein tyrosine phosphatase, receptor type, D PTPRD 15956246
    NM_130392; NM_130393
    IRINOTECAN NM_002841 protein tyrosine phosphatase, receptor type, G PTPRG 18927307
    IRINOTECAN NM_002846 protein tyrosine phosphatase, receptor type, N PTPRN 15956246
    IRINOTECAN NM_005052 ras-related C3 botulinum toxin substrate 3 (rho family, RAC3 15956246
    small GTP binding protein Rac3)
    IRINOTECAN NM_002874 RAD23 homolog B (S. cerevisiae) RAD23B 15956246
    IRINOTECAN NM_002877; NM_133509; NM_133510 RAD51-like 1 (S. cerevisiae) RAD51L1 18927307
    IRINOTECAN NM_002890; NM_022650 RAS p21 protein activator (GTPase activating protein) 1 RASA1 18927307
    IRINOTECAN NM_000321 retinoblastoma 1 RB1 15132777
    IRINOTECAN NM_005057 retinoblastoma binding protein 5 RBBP5 15956246
    IRINOTECAN NM_002895; NM_183404 retinoblastoma-like 1 (p107) RBL1 15956246
    IRINOTECAN NM_001143941; NM_001143942; NM_153020 RNA binding motif protein 24 RBM24 18927307
    IRINOTECAN RBPSUH 18927307
    IRINOTECAN NM_021111 reversion-inducing-cysteine-rich protein with kazal RECK 18927307
    motifs
    IRINOTECAN NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15161687, 16685529
    (avian)
    IRINOTECAN NM_001128617; NM_031922 RALBP1 associated Eps domain containing 1 REPS1 18927307
    IRINOTECAN NM_002915; NM_181558 replication factor C (activator 1) 3, 38 kDa RFC3 15956246
    IRINOTECAN NM_002922 regulator of G-protein signaling 1 RGS1 15956246
    IRINOTECAN NM_015668 regulator of G-protein signaling 22 RGS22 18927307
    IRINOTECAN NM_021205 ras homolog gene family, member U RHOU 18927307
    IRINOTECAN RNF12 18927307
    IRINOTECAN NM_000968 ribosomal protein L4 RPL4 18927307
    IRINOTECAN NM_001001890; NM_001122607; NM_001754 runt-related transcription factor 1 RUNX1 15956246
    IRINOTECAN NM_017654 sterile alpha motif domain containing 9 SAMD9 18927307
    IRINOTECAN NM_015474 SAM domain and HD domain 1 SAMHD1 18927307
    IRINOTECAN SCD4 18927307
    IRINOTECAN NM_002999 syndecan 4 SDC4 15956246
    IRINOTECAN NM_001077206; NM_001077207; NM_001077208; SEC31 homolog A (S. cerevisiae) SEC31A 18927307
    NM_014933; NM_016211
    IRINOTECAN NM_006379 sema domain, immunoglobulin domain (Ig), short basic SEMA3C 18927307
    domain, secreted, (semaphorin) 3C
    IRINOTECAN NM_001100409; NM_015571 SUMO1/sentrin specific peptidase 6 SENP6 18927307
    IRINOTECAN NM_001136528; NM_001136529; NM_001136530; serpin peptidase inhibitor, clade E (nexin, plasminogen SERPINE2 17327601
    NM_006216 activator inhibitor type 1), member 2
    IRINOTECAN NM_031459 sestrin 2 SESN2 15956246
    IRINOTECAN NM_015048 SET domain containing 1B SETD1B 18927307
    IRINOTECAN NM_001080517 SET domain containing 5 SETD5 18927307
    IRINOTECAN NM_006142 stratifin SFN 16373703
    IRINOTECAN NM_001145444; NM_001145445; NM_020706 splicing factor, arginine/serine-rich 15 SFRS15 18927307
    IRINOTECAN SGK 15956246, 18927307
    IRINOTECAN NM_152524 shugoshin-like 2 (S. pombe) SGOL2 18927307
    IRINOTECAN NM_004696 solute carrier family 16, member 4 (monocarboxylic SLC16A4 15956246
    acid transporter 5)
    IRINOTECAN NM_194255 solute carrier family 19 (folate transporter), member 1 SLC19A1 18927307
    IRINOTECAN NM_030631 solute carrier family 25 (mitochondrial oxodicarboxylate SLC25A21 18927307
    carrier), member 21
    IRINOTECAN NM_021194 solute carrier family 30 (zinc transporter), member 1 SLC30A1 18927307
    IRINOTECAN NM_001130012; NM_004785 solute carrier family 9 (sodium/hydrogen exchanger), SLC9A3R2 15956246
    member 3 regulator 2
    IRINOTECAN NM_001145102; NM_001145103; NM_001145104; SMAD family member 3 SMAD3 18927307
    NM_005902
    IRINOTECAN NM_015295 structural maintenance of chromosomes flexible hinge SMCHD1 18927307
    domain containing 1
    IRINOTECAN NM_001122964; NM_020463 SMEK homolog 2, suppressor of mek1 (Dictyostelium) SMEK2 18927307
    IRINOTECAN NM_018225 smu-1 suppressor of mec-8 and unc-52 SMU1 18927307
    homolog (C. elegans)
    IRINOTECAN NM_020429; NM_181349 SMAD specific E3 ubiquitin protein ligase 1 SMURF1 18927307
    IRINOTECAN SNAG1 15956246
    IRINOTECAN NM_003090 small nuclear ribonucleoprotein polypeptide A′ SNRPA1 18927307
    IRINOTECAN NM_003109; NM_138473 Sp1 transcription factor SP1 18927307
    IRINOTECAN NM_003121 Spi-B transcription factor (Spi-1/PU.1 related) SPIB 15956246
    IRINOTECAN NM_007271 serine/threonine kinase 38 STK38 15956246
    IRINOTECAN NM_006282 serine/threonine kinase 4 STK4 15956246, 18927307
    IRINOTECAN NM_001017389; NM_001017390 sulfotransferase family, cytosolic, 1A, phenol- SULT1A4 15956246
    preferring, member 4
    IRINOTECAN NM_032184 synapse defective 1, Rho GTPase, SYDE2 18927307
    homolog 2 (C. elegans)
    IRINOTECAN NM_001135805; NM_001135806; NM_005639 synaptotagmin I SYT1 18927307
    IRINOTECAN NM_003184 TAF2 RNA polymerase II, TATA box binding protein TAF2 15956246
    (TBP)-associated factor, 150 kDa
    IRINOTECAN NM_003192 tubulin folding cofactor C TBCC 15956246
    IRINOTECAN NM_003205; NM_207036; NM_207037; transcription factor 12 TCF12 18927307
    NM_207038; NM_207040
    IRINOTECAN NM_030756 transcription factor 7-like 2 (T-cell specific, HMG-box) TCF7L2 18927307
    IRINOTECAN NM_005653 transcription factor CP2 TFCP2 18927307
    IRINOTECAN NM_001032281; NM_006287 tissue factor pathway inhibitor (lipoprotein-associated TFPI 18927307
    coagulation inhibitor)
    IRINOTECAN NM_001128148; NM_003234 transferrin receptor (p90, CD71) TFRC 18927307
    IRINOTECAN NM_001099691; NM_003236 transforming growth factor, alpha TGFA 15723263
    IRINOTECAN NM_000358 transforming growth factor, beta-induced, 68 kDa TGFBI 18927307
    IRINOTECAN NM_053055 thioesterase superfamily member 4 THEM4 18927307
    IRINOTECAN NM_024838 threonine synthase-like 1 (S. cerevisiae) THNSL1 18927307
    IRINOTECAN NM_005119 thyroid hormone receptor associated protein 3 THRAP3 18927307
    IRINOTECAN NM_006288 Thy-1 cell surface antigen THY1 15956246
    IRINOTECAN NM_052932 transmembrane protein 123 TMEM123 18927307
    IRINOTECAN NM_015012 transmembrane protein 41B TMEM41B 15956246
    IRINOTECAN NM_021109 thymosin beta 4, X-linked TMSB4X 16364925
    IRINOTECAN NM_007115 tumor necrosis factor, alpha-induced protein 6 TNFAIP6 15956246
    IRINOTECAN NM_005749 transducer of ERBB2, 1 TOB1 15956246
    IRINOTECAN NM_016272 transducer of ERBB2, 2 TOB2 15956246
    IRINOTECAN NM_003286 topoisomerase (DNA) I TOP1 11914913, 15655543, 18509181
    IRINOTECAN NM_052963 topoisomerase (DNA) I, mitochondrial TOP1MT
    IRINOTECAN NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 15239142, 15956246
    IRINOTECAN NM_005802 topoisomerase I binding, arginine/serine-rich TOPORS 15956246
    IRINOTECAN NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 16373703
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    IRINOTECAN NM_001135733; NM_033285 tumor protein p53 inducible nuclear protein 1 TP53INP1 18927307
    IRINOTECAN NM_000367 thiopurine S-methyltransferase TPMT 18927307
    IRINOTECAN NM_007030 tubulin polymerization promoting protein TPPP 18927307
    IRINOTECAN NM_012112 TPX2, microtubule-associated, homolog (Xenopus TPX2 15956246
    laevis)
    IRINOTECAN NM_003789 TNFRSF1A-associated via death domain TRADD 15956246
    IRINOTECAN NM_005658 TNF receptor-associated factor 1 TRAF1 15956246
    IRINOTECAN NM_025195 tribbles homolog 1 (Drosophila) TRIB1 18927307
    IRINOTECAN NM_021643 tribbles homolog 2 (Drosophila) TRIB2 18927307
    IRINOTECAN NM_033017; NM_033091 tripartite motif-containing 4 TRIM4 18927307
    IRINOTECAN NM_015163; NM_052978 tripartite motif-containing 9 TRIM9 18927307
    IRINOTECAN NM_003318 TTK protein kinase TTK 15956246
    IRINOTECAN NM_001113755; NM_001113756; NM_001953 thymidine phosphorylase TYMP 17454858
    IRINOTECAN NM_001071 thymidylate synthetase TYMS 10482907, 17454858
    IRINOTECAN NM_007019; NM_181799; NM_181800; ubiquitin-conjugating enzyme E2C UBE2C 15956246
    NM_181801; NM_181802; NM_181803
    IRINOTECAN NM_006357; NM_182678 ubiquitin-conjugating enzyme E2E 3 (UBC4/5 UBE2E3 18927307
    homolog, yeast)
    IRINOTECAN NM_058167; NM_194315; NM_194457; ubiquitin-conjugating enzyme E2, J2 (UBC6 homolog, UBE2J2 18927307
    NM_194458 yeast)
    IRINOTECAN NM_015984 ubiquitin carboxyl-terminal hydrolase L5 UCHL5 15956246
    IRINOTECAN NM_020121 UDP-glucose ceramide glucosyltransferase-like 2 UGCGL2 18927307
    IRINOTECAN NM_000463 UDP glucuronosyltransferase 1 family, polypeptide A1 UGT1A1 12960109, 15517893, 15523087,
    15833930, 17898154, 15716465,
    15655543, 15858133, 17898154,
    18478930, 18300238, 18797458
    IRINOTECAN NM_019075 UDP glucuronosyltransferase 1 family, polypeptide UGT1A10 15517893, 17898154, 15716465
    A10
    IRINOTECAN NM_001072; NM_205862 UDP glucuronosyltransferase 1 family, polypeptide A6 UGT1A6 15716465
    IRINOTECAN NM_019077 UDP glucuronosyltransferase 1 family, polypeptide A7 UGT1A7 15833930, 15716465, 17898154
    IRINOTECAN NM_019076 UDP glucuronosyltransferase 1 family, polypeptide A8 UGT1A8 15833930, 18
    IRINOTECAN NM_021027 UDP glucuronosyltransferase 1 family, polypeptide A9 UGT1A9 15833930, 18
    IRINOTECAN NM_025217 UL16 binding protein 2 ULBP2 18927307
    IRINOTECAN NM_017886 unc-51-like kinase 4 (C. elegans) ULK4 18927307
    IRINOTECAN NM_015306 ubiquitin specific peptidase 24 USP24 18927307
    IRINOTECAN VDP 18927307
    IRINOTECAN NM_013245 vacuolar protein sorting 4 homolog A (S. cerevisiae) VPS4A 18927307
    IRINOTECAN NM_145206 vesicle transport through interaction with t-SNAREs VTI1A 18927307
    homolog 1A (yeast)
    IRINOTECAN NM_015045 wings apart-like homolog (Drosophila) WAPAL 18927307
    IRINOTECAN NM_003941 Wiskott-Aldrich syndrome-like WASL 18927307
    IRINOTECAN NM_015726 WD repeat domain 42A WDR42A 18927307
    IRINOTECAN NM_016087; NM_057168 wingless-type MMTV integration site family, member WNT16 18927307
    16
    IRINOTECAN NM_015626; NM_134265 WD repeat and SOCS box-containing 1 WSB1 18927307
    IRINOTECAN NM_001100161; NM_001100162; NM_015024 exportin 7 XPO7 18927307
    IRINOTECAN NM_003401; NM_022406; NM_022550 X-ray repair complementing defective repair in Chinese XRCC4 15956246
    hamster cells 4
    IRINOTECAN NM_021141 X-ray repair complementing defective repair in Chinese XRCC5 18927307
    hamster cells 5 (double-strand-break rejoining)
    IRINOTECAN NM_005748 YY1 associated factor 2 YAF2 18927307
    IRINOTECAN NM_005433 v-yes-1 Yamaguchi sarcoma viral oncogene homolog 1 YES1 15956246
    IRINOTECAN NM_015642 zinc finger and BTB domain containing 20 ZBTB20 18927307
    IRINOTECAN NM_020119; NM_024625 zinc finger CCCH-type, antiviral 1 ZC3HAV1 18927307
    IRINOTECAN NM_173798 zinc finger, CCHC domain containing 12 ZCCHC12 18927307
    IRINOTECAN NM_178566 zinc finger, DHHC-type containing 21 ZDHHC21 18927307
    IRINOTECAN NM_001143823; NM_003409 zinc finger protein 161 homolog (mouse) ZFP161 18927307
    IRINOTECAN NM_006887 zinc finger protein 36, C3H type-like 2 ZFP36L2 15956246
    IRINOTECAN NM_003410 zinc finger protein, X-linked ZFX 15956246
    IRINOTECAN NM_001032293; NM_001098507; NM_003457 zinc finger protein 207 ZNF207 18927307
    IRINOTECAN NM_001005368; NM_006973 zinc finger protein 32 ZNF32 17327601
    IRINOTECAN NM_001135215; NM_001135216; NM_030899; zinc finger protein 323 ZNF323 18927307
    NM_145909
    IRINOTECAN NM_022752 zinc finger protein 574 ZNF574 18927307
    IRINOTECAN NM_144690 zinc finger protein 582 ZNF582 17327601
    IRINOTECAN NM_024706 zinc finger protein 668 ZNF668 18927307
    IRINOTECAN NM_032268 zinc and ring finger 1 ZNRF1 18927307
    IRINOTECAN NM_005089 zinc finger (CCCH type), RNA-binding motif and ZRSR2 17327601
    serine/arginine rich 2
    ETOPOSIDE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 12969965, 15239124 resistance
    member 1
    ETOPOSIDE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 10900222, 12067707, 15460906, resistance
    NM_019899; NM_019900 member 1 15617835,
    15999103, 16156793, 10900222,
    16156793
    ETOPOSIDE NM_000392 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC2 15751272, 15849751, 15849751 resistance
    member
    2
    ETOPOSIDE NM_001144070; NM_003786 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC3 15884115 resistance
    member 3
    ETOPOSIDE NM_198576 agrin AGRN 17374387
    ETOPOSIDE NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 17935137
    ETOPOSIDE NM_000691; NM_001135167; NM_001135168 aldehyde dehydrogenase 3 family, memberA1 ALDH3A1 15905174
    ETOPOSIDE NM_001153 annexin A4 ANXA4 17374387
    ETOPOSIDE NM_001657 amphiregulin AREG 15228094
    ETOPOSIDE NM_001675; NM_182810 activating transcription factor 4 (tax-responsive ATF4 16298333
    enhancer element B67)
    ETOPOSIDE NM_001188 BCL2-antagonist/killer 1 BAK1 15215046
    ETOPOSIDE NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 15917659
    ETOPOSIDE NM_001191; NM_138578 BCL2-like 1 BCL2L1 11468182, 15215046, 15917659
    ETOPOSIDE NM_004050 BCL2-like 2 BCL2L2 14973057
    ETOPOSIDE NM_001197 BCL2-interacting killer (apoptosis-inducing) BIK 16007125
    ETOPOSIDE NM_001166 baculoviral IAP repeat-containing 2 BIRC2 10815900, 15050749, 14970392
    ETOPOSIDE NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 14666661, 15050749
    ETOPOSIDE NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 15917659, 16382892, 16322251,
    16364925
    ETOPOSIDE NM_007294; NM_007295; NM_007296; breast cancer 1, early onset BRCA1 16417649
    NM_007297; NM_007298; NM_007299;
    NM_007300; NM_007302; NM_007303;
    NM_007304; NM_007305
    ETOPOSIDE NM_001729 betacellulin BTC 15228094
    ETOPOSIDE NM_001130849; NM_001130850; NM_016289 calcium binding protein 39 CAB39 17374387
    ETOPOSIDE NM_001033952; NM_001033953; NM_001741 calcitonin-related polypeptide alpha CALCA 16222118
    ETOPOSIDE NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 14757846
    ETOPOSIDE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 15215046, 16364925, 16844113,
    16951922, 17935137, 18056177,
    18056177, 16364925, 16844113,
    16951922
    ETOPOSIDE NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 16298333, 18056177
    NM_033340
    ETOPOSIDE NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 15215046, 16364925, 17935137,
    18056177
    ETOPOSIDE NM_001237 cyclin A2 CCNA2 17390037
    ETOPOSIDE NM_004354 cyclin G2 CCNG2 18754885
    ETOPOSIDE NM_000610; NM_001001389; NM_001001390; CD44 molecule (Indian blood group) CD44 15215046
    NM_001001391; NM_001001392
    ETOPOSIDE NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 16417649
    ETOPOSIDE NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 14601052
    ETOPOSIDE NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 17935137
    ETOPOSIDE NM_001024912; NM_001712 carcinoembryonic antigen-related cell adhesion CEACAM1 17374387
    molecule 1 (biliary glycoprotein)
    ETOPOSIDE NM_005760 CCAAT/enhancer binding protein (C/EBP), zeta CEBPZ 17374387
    ETOPOSIDE NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 14601052
    ETOPOSIDE NM_001114121; NM_001114122; NM_001274 CHK1 checkpoint homolog (S. pombe) CHEK1 18698031
    ETOPOSIDE NM_020313 cytokine induced apoptosis inhibitor 1 CIAPIN1 18389626
    ETOPOSIDE NM_000785 cytochrome P450, family 27, subfamily B, polypeptide 1 CYP27B1 17716971
    ETOPOSIDE NM_000762 cytochrome P450, family 2, subfamily A, polypeptide 6 CYP2A6 8114683 unrelated
    ETOPOSIDE NM_000767 cytochrome P450, family 2, subfamily B, polypeptide 6 CYP2B6 8114683 unrelated
    ETOPOSIDE NM_000770 cytochrome P450, family 2, subfamily C, polypeptide 8 CYP2C8 8114683 unrelated
    ETOPOSIDE NM_000771 cytochrome P450, family 2, subfamily C, polypeptide 9 CYP2C9 8114683 unrelated
    ETOPOSIDE NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 12969965, 17279585, 8114683 drug
    metabolism
    ETOPOSIDE NM_000777 cytochrome P450, family 3, subfamily A, polypeptide 5 CYP3A5 12969965, 8114683 drug
    metabolism
    ETOPOSIDE NM_004083 DNA-damage-inducible transcript 3 DDIT3 16298333
    ETOPOSIDE NM_001963 epidermal growth factor (beta-urogastrone) EGF 15228094, 16969495
    ETOPOSIDE NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15228094
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    ETOPOSIDE NM_001007277; NM_004879 etoposide induced 2.4 mRNA EI24 17374387
    ETOPOSIDE NM_014805 EPM2A (laforin) interacting protein 1 EPM2AIP1 17374387
    ETOPOSIDE NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15228094
    homolog 2, neuro/glioblastoma derived oncogene
    homolog (avian)
    ETOPOSIDE NM_001005915; NM_001982 v-erb-b2 erythroblastic leukemia viral oncogene ERBB3 15228094
    homolog 3 (avian)
    ETOPOSIDE NM_001042599; NM_005235 v-erb-a erythroblastic leukemia viral oncogene ERBB4 15228094
    homolog 4 (avian)
    ETOPOSIDE NM_001432 epiregulin EREG 15228094
    ETOPOSIDE NM_001987 ets variant 6 ETV6 15217836
    ETOPOSIDE NM_004110; NM_024417 ferredoxin reductase FDXR 17374387
    ETOPOSIDE NM_002015 forkhead box O1 FOXO1 17935137
    ETOPOSIDE NM_001455; NM_201559 forkhead box O3 FOXO3 17935137
    ETOPOSIDE NM_001924 growth arrest and DNA-damage-inducible, alpha GADD45A 19003803
    ETOPOSIDE NM_001498 glutamate-cysteine ligase, catalytic subunit GCLC 10900222
    ETOPOSIDE NM_002061 glutamate-cysteine ligase, modifier subunit GCLM 10900222
    ETOPOSIDE NM_000561; NM_146421 glutathione S-transferase mu 1 GSTM1 15713801
    ETOPOSIDE NM_000852 glutathione S-transferase pi 1 GSTP1 10900222, 12969965, 15999103,
    15999103, 10900222
    ETOPOSIDE NM_001945 heparin-binding EGF-like growth factor HBEGF 15228094
    ETOPOSIDE NM_005347 heat shock 70 kDa protein 5 (glucose-regulated protein, HSPA5 16298333
    78 kDa)
    ETOPOSIDE NM_000875 insulin-like growth factor 1 receptor IGF1R 15499378
    ETOPOSIDE NM_002756; NM_145109 mitogen-activated protein kinase kinase 3 MAP2K3 17374387
    ETOPOSIDE NM_145185 mitogen-activated protein kinase kinase 7 MAP2K7
    ETOPOSIDE NM_005923 mitogen-activated protein kinase kinase kinase 5 MAP3K5 17374387
    ETOPOSIDE NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 17935137
    ETOPOSIDE NM_001145336; NM_001145337; NM_001145339; Mdm2 p53 binding protein homolog (mouse) MDM2 17575151, 17935137 resistance
    NM_001145340; NM_002392;
    NM_006878; NM_006879; NM_006881;
    NM_006882
    ETOPOSIDE NM_001004720; NM_001004722; NM_003581 NCK adaptor protein 2 NCK2 17374387
    ETOPOSIDE NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 17935137
    enhancer in B-cells inhibitor, alpha
    ETOPOSIDE NM_003889; NM_022002; NM_033013 nuclear receptor subfamily 1, group I, member 2 NR1I2 17279585
    ETOPOSIDE NM_001618 poly (ADP-ribose) polymerase 1 PARP1 17935137, 17935137, 16844113
    ETOPOSIDE NM_004073 polo-like kinase 3 (Drosophila) PLK3 17374387
    ETOPOSIDE NM_003981; NM_199413; NM_199414 protein regulator of cytokinesis 1 PRC1 17374387
    ETOPOSIDE NM_000311; NM_001080121; NM_001080122; prion protein PRNP 15386405
    NM_001080123; NM_183079
    ETOPOSIDE NM_000314 phosphatase and tensin homolog PTEN 17935137
    ETOPOSIDE NM_134424 RAD52 homolog (S. cerevisiae) RAD52 16417649
    ETOPOSIDE NM_001142548; NM_003579 RAD54-like (S. cerevisiae) RAD54L 16417649
    ETOPOSIDE NM_001145547; NM_032905 RNA binding motif protein 17 RBM17 16061639 resistance
    ETOPOSIDE NM_001001890; NM_001122607; NM_001754 runt-related transcription factor 1 RUNX1 15217836
    ETOPOSIDE NM_001031680; NM_004350 runt-related transcription factor 3 RUNX3 15756676
    ETOPOSIDE NM_005980 S100 calcium binding protein P S100P 18636193
    ETOPOSIDE NM_001006946; NM_002997 syndecan 1 SDC1 17374387
    ETOPOSIDE NM_000593 transporter 1, ATP-binding cassette, sub-family B TAP1 17374387
    (MDR/TAP)
    ETOPOSIDE NM_014604 Tax1 (human T-cell leukemia virus type I) binding TAX1BP3 17374387
    protein 3
    ETOPOSIDE NM_001099691; NM_003236 transforming growth factor, alpha TGFA 15228094
    ETOPOSIDE NM_021109 thymosin beta 4, X-linked TMSB4X 16364925
    ETOPOSIDE NM_003844 tumor necrosis factor receptor superfamily, member TNFRSF10A 16364925
    10a
    ETOPOSIDE NM_003842; NM_147187 tumor necrosis factor receptor superfamily, member TNFRSF10B 15964798, 16364925
    10b
    ETOPOSIDE NM_003810 tumor necrosis factor (ligand) superfamily, member 10 TNFSF10 16364925
    ETOPOSIDE NM_003811 tumor necrosis factor (ligand) superfamily, member 9 TNFSF9 17374387
    ETOPOSIDE NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 11470519, 11531262, 11676865,
    12569090, 16969495, 17575151
    ETOPOSIDE NM_001068 topoisomerase (DNA) II beta 180 kDa TOP2B 15322234, 16239602
    ETOPOSIDE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12082016, 15964798, 18698031
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    ETOPOSIDE NM_004881; NM_147184 tumor protein p53 inducible protein 3 TP53I3 17374387
    ETOPOSIDE NR_015381; NR_015381; NR_015381; TP53 target 1 (non-protein coding) TP53TG1 17374387
    NR_015381; NR_015381; NR_015381;
    NR_015381; NR_015381
    ETOPOSIDE NM_001126240; NM_001126241; NM_001126242; tumor protein p73 TP73 17716971
    NM_005427
    ETOPOSIDE NM_001071 thymidylate synthetase TYMS 15713801
    ETOPOSIDE NM_007019; NM_181799; NM_181800; ubiquitin-conjugating enzyme E2C UBE2C 17374387
    NM_181801; NM_181802; NM_181803
    ETOPOSIDE NM_000463 UDP glucuronosyltransferase 1 family, polypeptide A1 UGT1A1 12969965, 17151191
    ETOPOSIDE NM_019093 UDP glucuronosyltransferase 1 family, polypeptide A3 UGT1A3 17151191
    ETOPOSIDE NM_019076 UDP glucuronosyltransferase 1 family, polypeptide A8 UGT1A8 17151191
    ETOPOSIDE NM_000376; NM_001017535 vitamin D (1,25-dihydroxyvitamin D3) receptor VDR 12969965, 15713801, 17716971
    ETOPOSIDE NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 18494554
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    ETOPOSIDE NM_000553 Werner syndrome, RecQ helicase-like WRN 10725663
    ETOPOSIDE NM_017523; NM_199139 XIAP associated factor 1 XAF1 15843754
    ETOPOSIDE NM_001167 X-linked inhibitor of apoptosis XIAP 14666661
    ETOPOSIDE NM_005431 X-ray repair complementing defective repair in Chinese XRCC2 16417649
    hamster cells 2
    ETOPOSIDE NM_001100118; NM_001100119; NM_005432 X-ray repair complementing defective repair in Chinese XRCC3 16417649
    hamster cells 3
    ETOPOSIDE NM_003401; NM_022406; NM_022550 X-ray repair complementing defective repair in Chinese XRCC4 16417649
    hamster cells 4
    ETOPOSIDE NM_021141 X-ray repair complementing defective repair in Chinese XRCC5 12384553
    hamster cells 5 (double-strand-break rejoining)
    BEXAROTENE NM_001121; NM_016824; NM_019903 adducin 3 (gamma) ADD3 17178900
    BEXAROTENE NM_000024 adrenergic, beta-2-, receptor, surface ADRB2 17178900
    BEXAROTENE NM_001353 aldo-keto reductase family 1, member C1 (dihydrodiol AKR1C1 17178900
    dehydrogenase 1; 20-alpha (3-alpha)-hydroxysteroid
    dehydrogenase)
    BEXAROTENE NM_003739 aldo-keto reductase family 1, member C3 (3-alpha AKR1C3 17178900
    hydroxysteroid dehydrogenase, type II)
    BEXAROTENE NM_016201 angiomotin like 2 AMOTL2 17178900
    BEXAROTENE NM_006407 ADP-ribosylation-like factor 6 interacting protein 5 ARL6IP5 17178900
    BEXAROTENE NM_001673; NM_133436; NM_183356 asparagine synthetase ASNS 17178900
    BEXAROTENE NM_004330 BCL2/adenovirus E1B 19 kDa interacting protein 2 BNIP2 17178900
    BEXAROTENE C10ORF10 17178900
    BEXAROTENE C10ORF116 17178900
    BEXAROTENE NM_001806 CCAAT/enhancer binding protein (C/EBP), gamma CEBPG 17178900
    BEXAROTENE cytochrome c oxidase II COX2 17178900
    BEXAROTENE NM_001902; NM_153742 cystathionase (cystathionine gamma-lyase) CTH 17178900
    BEXAROTENE NM_004390; NM_148979 cathepsin H CTSH 17178900
    BEXAROTENE NM_018947 cytochrome c, somatic CYCS 17178900
    BEXAROTENE NM_000783; NM_057157 cytochrome P450, family 26, subfamily A, polypeptide 1 CYP26A1 17178900
    BEXAROTENE NM_001554 cysteine-rich, angiogenic inducer, 61 CYR61 17178900
    BEXAROTENE NM_019058 DNA-damage-inducible transcript 4 DDIT4 17178900
    BEXAROTENE NM_004753 dehydrogenase/reductase (SDR family) member 3 DHRS3 17178900
    BEXAROTENE NM_012242 dickkopf homolog 1 (Xenopus laevis) DKK1 17178900
    BEXAROTENE NM_004417 dual specificity phosphatase 1 DUSP1 17178900
    BEXAROTENE NM_004419 dual specificity phosphatase 5 DUSP5 17178900
    BEXAROTENE NM_004430 early growth response 3 EGR3 17178900
    BEXAROTENE NM_005801 eukaryotic translation initiation factor 1 EIF1 17178900
    BEXAROTENE NM_004431 EPH receptor A2 EPHA2 17178900
    BEXAROTENE NM_002047 glycyl-tRNA synthetase GARS 17178900
    BEXAROTENE NM_001001994; NM_001001995; NM_001001996; glycoprotein M6B GPM6B 17178900
    NM_005278
    BEXAROTENE NM_001010989; NM_001010990; NM_014685 homocysteine-inducible, endoplasmic reticulum stress- HERPUD1 17178900
    inducible, ubiquitin-like domain member 1
    BEXAROTENE NM_002165; NM_181353 inhibitor of DNA binding 1, dominant negative helix- ID1 17178900
    loop-helix protein
    BEXAROTENE NM_004907 immediate early response 2 IER2 17178900
    BEXAROTENE NM_002178 insulin-like growth factor binding protein 6 IGFBP6 17178900
    BEXAROTENE NM_000585; NM_172174 interleukin 15 IL15 17178900
    BEXAROTENE NM_000888 integrin, beta 6 ITGB6 17178900
    BEXAROTENE NM_004867 integral membrane protein 2A ITM2A 17178900
    BEXAROTENE NM_001099952; NM_002222 inositol 1,4,5-triphosphate receptor, type 1 ITPR1 17178900
    BEXAROTENE NM_001032282; NM_005655 Kruppel-like factor 10 KLF10 17178900
    BEXAROTENE NM_002275 keratin 15 KRT15 17178900
    BEXAROTENE NM_000422 keratin 17 KRT17 17178900
    BEXAROTENE NM_002318 lysyl oxidase-like 2 LOXL2 17178900
    BEXAROTENE NM_001031804; NM_005360 v-maf musculoaponeurotic fibrosarcoma oncogene MAF 17178900
    homolog (avian)
    BEXAROTENE NM_001161572; NM_001161573; NM_001161574; v-maf musculoaponeurotic fibrosarcoma oncogene MAFF 17178900
    NM_012323; NM_152878 homolog F (avian)
    BEXAROTENE NM_006818 myeloid/lymphoid or mixed-lineage leukemia (trithorax MLLT11 17178900
    homolog, Drosophila); translocated to, 11
    BEXAROTENE NM_002421 matrix metallopeptidase 1 (interstitial collagenase) MMP1 17178900
    BEXAROTENE NM_006636 methylenetetrahydrofolate dehydrogenase (NADP+ MTHFD2 17178900
    dependent) 2, methenyltetrahydrofolate cyclohydrolase
    BEXAROTENE NM_002539 ornithine decarboxylase 1 ODC1 17178900
    BEXAROTENE NM_022817 period homolog 2 (Drosophila) PER2 17178900
    BEXAROTENE NM_000930; NM_033011 plasminogen activator, tissue PLAT 17178900
    BEXAROTENE NM_001005376; NM_001005377; NM_002659 plasminogen activator, urokinase receptor PLAUR 17178900
    BEXAROTENE NM_000935; NM_182943 procollagen-lysine, 2-oxoglutarate 5-dioxygenase 2 PLOD2 17178900
    BEXAROTENE NM_020143 partner of NOB1 homolog (S. cerevisiae) PNO1 17178900
    BEXAROTENE NM_006813 proline-rich nuclear receptor coactivator 1 PNRC1 17178900
    BEXAROTENE NM_000965; NM_016152 retinoic acid receptor, beta RARB 17178900
    BEXAROTENE NM_000321 retinoblastoma 1 RB1 16273314
    BEXAROTENE NM_021976 retinoid X receptor, beta RXRB
    BEXAROTENE NM_002965 S100 calcium binding protein A9 S100A9 17178900
    BEXAROTENE NM_005063 stearoyl-CoA desaturase (delta-9-desaturase) SCD 17178900
    BEXAROTENE NM_003016 splicing factor, arginine/serine-rich 2 SFRS2 17178900
    BEXAROTENE NM_005067 seven in absentia homolog 2 (Drosophila) SIAH2 17178900
    BEXAROTENE NM_003045 solute carrier family 7 (cationic amino acid transporter, SLC7A1 17178900
    y+ system), member 1
    BEXAROTENE NM_003486 solute carrier family 7 (cationic amino acid transporter, SLC7A5 17178900
    y+ system), member 5
    BEXAROTENE NM_001001419; NM_001001420; NM_005903 SMAD family member 5 SMAD5 17178900
    BEXAROTENE NM_003118 secreted protein, acidic, cysteine-rich (osteonectin) SPARC 17178900
    BEXAROTENE NM_004613; NM_198951 transglutaminase 2 (C polypeptide, protein-glutamine- TGM2 17178900
    gamma-glutamyltransferase)
    BEXAROTENE NM_014220 transmembrane 4 L six family member 1 TM4SF1 17178900
    BEXAROTENE NM_001015881; NM_004089; NM_198057 TSC22 domain family, member 3 TSC22D3 17178900
    BEXAROTENE NM_003115 UDP-N-acteylglucosamine pyrophosphorylase 1 UAP1 17178900
    BEXAROTENE NM_003761 vesicle-associated membrane protein 8 (endobrevin) VAMP8 17178900
    BEXAROTENE NM_001079539; NM_005080 X-box binding protein 1 XBP1 17178900
    CETUXIMAB NM_001963 epidermal growth factor (beta-urogastrone) EGF
    CETUXIMAB NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR target
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    CETUXIMAB NM_001432 epiregulin EREG
    TRASTUZUMAB NM_001963 epidermal growth factor (beta-urogastrone) EGF
    TRASTUZUMAB NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR resistance
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    TRASTUZUMAB NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 target
    homolog
    2, neuro/glioblastoma derived oncogene
    homolog (avian)
    TRASTUZUMAB NM_001432 epiregulin EREG
    RITUXIMAB NM_021950; NM_152866 membrane-spanning 4-domains, subfamily A, member 1 MS4A1 target
    TOSITUMOMAB NM_021950; NM_152866 membrane-spanning 4-domains, subfamily A, member 1 MS4A1 target
    ALEMTUZUMAB NM_001803 CD52 molecule CD52 target
    BEVACIZUMAB NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA target
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    EDRECOLOMAB TACSTD1 target
    GEMTUZUMAB NM_001082618; NM_001772 CD33 molecule CD33 target
    AXITINIB NM_001160030; NM_001160031; NM_002019 fms-related tyrosine kinase 1 (vascular endothelial FLT1 target
    growth factor/vascular permeability factor receptor)
    AXITINIB NM_002020; NM_182925 fms-related tyrosine kinase 4 FLT4 target
    AXITINIB NM_002253 kinase insert domain receptor (a type III receptor KDR target
    tyrosine kinase)
    AXITINIB NM_000222; NM_001093772 v-kit Hardy-Zuckerman 4 feline sarcoma viral KIT target
    oncogene homolog
    AXITINIB NM_006206 platelet-derived growth factor receptor, alpha PDGFRA target
    polypeptide
    AXITINIB NM_002609 platelet-derived growth factor receptor, beta PDGFRB target
    polypeptide
    BOSUTINIB ABL 17114238
    BOSUTINIB NM_005157; NM_007313 c-abl oncogene 1, receptor tyrosine kinase ABL1 target
    BOSUTINIB NM_004327; NM_021574 breakpoint cluster region BCR
    BOSUTINIB NM_053056 cyclin D1 CCND1 16489032
    BOSUTINIB NM_004360 cadherin 1, type 1, E-cadherin (epithelial) CDH1 16489032
    BOSUTINIB NM_001098209; NM_001098210; NM_001904 catenin (cadherin-associated protein), beta 1, 88 kDa CTNNB1 16489032
    BOSUTINIB NM_005417; NM_198291 v-src sarcoma (Schmidt-Ruppin A-2) viral oncogene SRC 16489032 target
    homolog (avian)
    BOSUTINIB NM_001083962; NM_003199 transcription factor 4 TCF4 16489032
    CEDIRANIB NM_001160030; NM_001160031; NM_002019 fms-related tyrosine kinase 1 (vascular endothelial FLT1 target
    growth factor/vascular permeability factor receptor)
    CEDIRANIB NM_002020; NM_182925 fms-related tyrosine kinase 4 FLT4 target
    DASATINIB NM_005157; NM_007313 c-abl oncogene 1, receptor tyrosine kinase ABL1 target
    DASATINIB NM_001100108; NM_001136000; NM_001136001; v-abl Abelson murine leukemia viral oncogene ABL2 target ?
    NM_005158; NM_007314 homolog 2 (arg, Abelson-related gene)
    DASATINIB NM_004327; NM_021574 breakpoint cluster region BCR
    DASATINIB NM_004431 EPH receptor A2 EPHA2 target
    DASATINIB NM_002037; NM_153047; NM_153048 FYN oncogene related to SRC, FGR, YES FYN
    DASATINIB NM_000222; NM_001093772 v-kit Hardy-Zuckerman 4 feline sarcoma viral KIT target
    oncogene homolog
    DASATINIB NM_001042771; NM_005356 lymphocyte-specific protein tyrosine kinase LCK target
    DASATINIB NM_002609 platelet-derived growth factor receptor, beta PDGFRB target
    polypeptide
    DASATINIB NM_005417; NM_198291 v-src sarcoma (Schmidt-Ruppin A-2) viral oncogene SRC target
    homolog (avian)
    DASATINIB NM_012448 signal transducer and activator of transcription 5B STAT5B
    DASATINIB NM_005433 v-yes-1 Yamaguchi sarcoma viral oncogene homolog 1 YES1
    ERLOTINIB NM_001963 epidermal growth factor (beta-urogastrone) EGF
    ERLOTINIB NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 12907618 target
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    ERLOTINIB NM_001432 epiregulin EREG
    GEFITINIB NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 17938326 resistance
    GEFITINIB NM_000674; NM_001048230 adenosine A1 receptor ADORA1 16685379
    GEFITINIB NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 17805209
    GEFITINIB NM_001657 amphiregulin AREG 15496427, 16230376, 15723263 sensitivity/
    resistance
    GEFITINIB NM_020371 apoptosis, caspase activation inhibitor AVEN 15496427
    GEFITINIB NM_006568 cell growth regulator with ring finger domain 1 CGRRF1 16685379
    GEFITINIB NM_001130105; NM_005713; NM_031361 collagen, type IV, alpha 3 (Goodpasture antigen) COL4A3BP 15496427
    binding protein
    GEFITINIB NM_014325 coronin, actin binding protein, 1C CORO1C 15496427
    GEFITINIB NM_000761 cytochrome P450, family 1, subfamily A, polypeptide 2 CYP1A2 15788367 unrelated
    GEFITINIB NM_000769 cytochrome P450, family 2, subfamily C, polypeptide CYP2C19 15788367 unrelated
    19
    GEFITINIB NM_000771 cytochrome P450, family 2, subfamily C, polypeptide 9 CYP2C9 15788367 unrelated
    GEFITINIB NM_000106; NM_001025161 cytochrome P450, family 2, subfamily D, polypeptide 6 CYP2D6 15788367 drug
    metabolism
    GEFITINIB NM_000774 cytochrome P450, family 2, subfamily F, polypeptide 1 CYP2F1 16685379
    GEFITINIB NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 15788367 drug
    metabolism
    GEFITINIB NM_000777 cytochrome P450, family 3, subfamily A, polypeptide 5 CYP3A5 15788367 drug
    metabolism
    GEFITINIB NM_004090 dual specificity phosphatase 3 DUSP3 15496427
    GEFITINIB NM_001395 dual specificity phosphatase 9 DUSP9 16685379
    GEFITINIB NM_005225 E2F transcription factor 1 E2F1 18347146
    GEFITINIB NM_001963 epidermal growth factor (beta-urogastrone) EGF 17805209, 17898861
    GEFITINIB NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15723263, 15976335, 16361624, target
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian) 17290066, 17898861, 17938326
    GEFITINIB NM_000121 erythropoietin receptor EPOR 16685379
    GEFITINIB NM_001159969; NM_001981 epidermal growth factor receptor pathway substrate 15 EPS15 16685379
    GEFITINIB NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 17898861 sensitivity
    homolog
    2, neuro/glioblastoma derived oncogene
    homolog (avian)
    GEFITINIB NM_001432 epiregulin EREG
    GEFITINIB NM_000125; NM_001122740; NM_001122741; estrogen receptor 1 ESR1 16261397
    NM_001122742
    GEFITINIB NM_020996 fibroblast growth factor 6 FGF6 16685379
    GEFITINIB NM_001924 growth arrest and DNA-damage-inducible, alpha GADD45A 16685379
    GEFITINIB NM_006705 growth arrest and DNA-damage-inducible, gamma GADD45G 16685379
    GEFITINIB NM_002047 glycyl-tRNA synthetase GARS 16685379
    GEFITINIB NM_001498 glutamate-cysteine ligase, catalytic subunit GCLC 15496427
    GEFITINIB NM_005273 guanine nucleotide binding protein (G protein), beta GNB2 16685379
    polypeptide 2
    GEFITINIB NM_000180 guanylate cyclase 2D, membrane (retina-specific) GUCY2D 16685379
    GEFITINIB NM_001945 heparin-binding EGF-like growth factor HBEGF 15723263 altered by
    gefitinib
    GEFITINIB NM_002038; NM_022872; NM_022873 interferon, alpha-inducible protein 6 IFI6 16685379
    GEFITINIB NM_000598; NM_001013398 insulin-like growth factor binding protein 3 IGFBP3
    GEFITINIB NM_000584 interleukin 8 IL8 15723263 altered by
    gefitinib
    GEFITINIB NM_001003679; NM_001003680; NM_002303 leptin receptor LEPR 16685379
    GEFITINIB NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 17805209, 17898861
    GEFITINIB NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 17805209, 17898861
    GEFITINIB NM_000249 mutL homolog 1, colon cancer, MLH1 16685379
    nonpolyposis type 2 (E. coli)
    GEFITINIB NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 16685379
    enhancer in B-cells 1
    GEFITINIB NM_002523 neuronal pentraxin II NPTX2 16685379
    GEFITINIB NM_006177 neural retina leucine zipper NRL 16685379
    GEFITINIB NM_003999 oncostatin M receptor OSMR 15496427
    GEFITINIB NM_003311 pleckstrin homology-like domain, family A, member 2 PHLDA2 15496427
    GEFITINIB NM_000314 phosphatase and tensin homolog PTEN
    GEFITINIB NM_001004128; NM_002826 quiescin Q6 sulfhydryl oxidase 1 QSOX1 16685379 altered by
    gefitinib
    GEFITINIB NM_016090 RNA binding motif protein 7 RBM7 15496427
    GEFITINIB NM_002945 replication protein A1, 70 kDa RPA1 16685379
    GEFITINIB NM_006142 stratifin SFN 16685379
    GEFITINIB NM_003036 v-ski sarcoma viral oncogene homolog (avian) SKI 16685379
    GEFITINIB NM_001099691; NM_003236 transforming growth factor, alpha TGFA 15723263, 16230376 resistance
    GEFITINIB NM_001066 tumor necrosis factor receptor superfamily, member 1B TNFRSF1B 16685379
    GEFITINIB NM_001071 thymidylate synthetase TYMS 18347146
    IMATINIB NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15970668 resistance
    member 1
    IMATINIB NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 15970668 resistance
    IMATINIB NM_005157; NM_007313 c-abl oncogene 1, receptor tyrosine kinase ABL1 15329907 target
    IMATINIB NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 16740780 activity altered
    by imatinib
    IMATINIB NM_001191; NM_138578 BCL2-like 1 BCL2L1 16960866 resistance
    IMATINIB NM_004327; NM_021574 breakpoint cluster region BCR 15329907
    IMATINIB NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16254145, 16254145, 16166298 resistance
    IMATINIB NM_001136017; NM_001136125; NM_001136126; cyclin D3 CCND3 15100154
    NM_001760
    IMATINIB NM_001781 CD69 molecule CD69 15100154
    IMATINIB NM_005211 colony stimulating factor 1 receptor CSF1R target
    IMATINIB NM_001954; NM_013993; NM_013994 discoidin domain receptor tyrosine kinase 1 DDR1 target
    IMATINIB NM_000142; NM_022965 fibroblast growth factor receptor 3 FGFR3 14562121
    IMATINIB FRAP1 16740780 activity altered
    by imatinib
    IMATINIB NM_002133 heme oxygenase (decycling) 1 HMOX1 17420286 resistance
    IMATINIB NM_000618; NM_001111283; NM_001111284; insulin-like growth factor 1 (somatomedin C) IGF1 16740780
    NM_001111285
    IMATINIB NM_000417 interleukin 2 receptor, alpha IL2RA 15100154
    IMATINIB NM_000222; NM_001093772 v-kit Hardy-Zuckerman 4 feline sarcoma viral KIT 17420286 target V560G
    oncogene homolog D816V
    IMATINIB NM_001042771; NM_005356 lymphocyte-specific protein tyrosine kinase LCK 15100154 target
    IMATINIB NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 15100154 activity altered
    by imatinib
    IMATINIB NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 15100154 activity altered
    by imatinib
    IMATINIB NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 15100154 activity altered
    enhancer in B-cells 1 by imatinib
    IMATINIB NM_001007792; NM_001012331; NM_002529 neurotrophic tyrosine kinase, receptor, type 1 NTRK1 activity altered
    by imatinib
    IMATINIB NM_006206 platelet-derived growth factor receptor, alpha PDGFRA 17614352 target
    polypeptide
    IMATINIB NM_002609 platelet-derived growth factor receptor, beta PDGFRB target
    polypeptide
    IMATINIB NM_000321 retinoblastoma 1 RB1 15100154
    IMATINIB NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15100154 activity altered
    (avian) by imatinib
    IMATINIB NM_020630; NM_020975 ret proto-oncogene RET 15709206
    IMATINIB NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 16740780 altered by
    NM_001025369; NM_001025370; imatinib
    NM_001033756; NM_003376
    IMATINIB NM_000378; NM_024424; NM_024425; Wilms tumor 1 WT1 15329907 resistance
    NM_024426
    LAPATINIB NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 15665275, 16091755 altered by
    lapatinib
    LAPATINIB NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16091755 altered by
    lapatinib
    LAPATINIB NM_053056 cyclin D1 CCND1 15665275 altered by
    lapatinib
    LAPATINIB NM_001238; NM_057182 cyclin E1 CCNE1 15665275 altered by
    lapatinib
    LAPATINIB NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 15665275 altered by
    lapatinib
    LAPATINIB NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 15665275 altered by
    lapatinib
    LAPATINIB NM_001963 epidermal growth factor (beta-urogastrone) EGF
    LAPATINIB NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15665275 target
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    LAPATINIB NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 15665275, 16091755 target
    homolog
    2, neuro/glioblastoma derived oncogene
    homolog (avian)
    LAPATINIB NM_001432 epiregulin EREG
    LAPATINIB NM_000125; NM_001122740; NM_001122741; estrogen receptor 1 ESR1 15665275
    NM_001122742
    LAPATINIB NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 16091755 altered by
    lapatinib
    LAPATINIB NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 16091755 altered by
    lapatinib
    LAPATINIB NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 resistance
    LAPATINIB PI3KCA resistance
    LAPATINIB NM_000314 phosphatase and tensin homolog PTEN sensitivity
    LESTAURTINIB NM_004119 fms-related tyrosine kinase 3 FLT3 target
    NILOTINIB NM_005157; NM_007313 c-abl oncogene 1, receptor tyrosine kinase ABL1 target
    NILOTINIB NM_004327; NM_021574 breakpoint cluster region BCR
    NILOTINIB NM_000222; NM_001093772 v-kit Hardy-Zuckerman 4 feline sarcoma viral KIT target
    oncogene homolog
    NILOTINIB NM_006206 platelet-derived growth factor receptor, alpha PDGFRA target
    polypeptide
    NILOTINIB NM_002609 platelet-derived growth factor receptor, beta PDGFRB target
    polypeptide
    SEMAXANIB NM_002253 kinase insert domain receptor (a type III receptor KDR target
    tyrosine kinase)
    SORAFENIB NM_001188 BCL2-antagonist/killer 1 BAK1 16007148 death pathway
    SORAFENIB NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 16007148 death pathway
    NM_138764; NM_138765
    SORAFENIB NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 16007148 altered by
    soraf
    SORAFENIB NM_001191; NM_138578 BCL2-like 1 BCL2L1 16007148 altered by
    soraf
    SORAFENIB NM_006538; NM_138621; NM_207002 BCL2-like 11 (apoptosis facilitator) BCL2L11 16007148 death pathway
    SORAFENIB NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 16007148
    SORAFENIB NM_004333 v-raf murine sarcoma viral oncogene homolog B1 BRAF target
    SORAFENIB NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16007148 death pathway
    SORAFENIB NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 16007148
    NM_033355; NM_033356; NM_033358
    SORAFENIB NM_018947 cytochrome c, somatic CYCS 16007148 death pathway
    SORAFENIB NM_001433 endoplasmic reticulum to nucleus signaling 1 ERN1 resistance
    SORAFENIB NM_004119 fms-related tyrosine kinase 3 FLT3 target
    SORAFENIB NM_002020; NM_182925 fms-related tyrosine kinase 4 FLT4 target
    SORAFENIB NM_002253 kinase insert domain receptor (a type III receptor KDR target
    tyrosine kinase)
    SORAFENIB NM_000222; NM_001093772 v-kit Hardy-Zuckerman 4 feline sarcoma viral KIT target
    oncogene homolog
    SORAFENIB NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 resistance
    SORAFENIB NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 resistance
    SORAFENIB NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 16007148 altered by
    soraf
    SORAFENIB NM_002609 platelet-derived growth factor receptor, beta PDGFRB target
    polypeptide
    SORAFENIB NM_002880 v-raf-1 murine leukemia viral oncogene homolog 1 RAF1 target
    SORAFENIB NM_001167 X-linked inhibitor of apoptosis XIAP 16007148 altered by
    soraf
    SUNITINIB NM_004333 v-raf murine sarcoma viral oncogene homolog B1 BRAF
    SUNITINIB NM_005211 colony stimulating factor 1 receptor CSF1R target
    SUNITINIB NM_001160030; NM_001160031; NM_002019 fms-related tyrosine kinase 1 (vascular endothelial FLT1 target
    growth factor/vascular permeability factor receptor)
    SUNITINIB NM_004119 fms-related tyrosine kinase 3 FLT3 target
    SUNITINIB NM_002020; NM_182925 fms-related tyrosine kinase 4 FLT4 target
    SUNITINIB NM_002253 kinase insert domain receptor (a type III receptor KDR target
    tyrosine kinase)
    SUNITINIB NM_000222; NM_001093772 v-kit Hardy-Zuckerman 4 feline sarcoma viral KIT target
    oncogene homolog
    SUNITINIB NM_006206 platelet-derived growth factor receptor, alpha PDGFRA target
    polypeptide
    SUNITINIB NM_002609 platelet-derived growth factor receptor, beta PDGFRB target
    polypeptide
    SUNITINIB NM_002880 v-raf-1 murine leukemia viral oncogene homolog 1 RAF1
    SUNITINIB NM_020630; NM_020975 ret proto-oncogene RET target
    VANDETANIB NM_001963 epidermal growth factor (beta-urogastrone) EGF
    VANDETANIB NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR target
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    VANDETANIB NM_001432 epiregulin EREG
    VANDETANIB NM_002253 kinase insert domain receptor (a type III receptor KDR target
    tyrosine kinase)
    TEMSIROLIMUS NM_053056 cyclin D1 CCND1 16954435 resistance?
    TEMSIROLIMUS NM_004095 eukaryotic translation initiation factor 4E binding EIF4EBP1 16033649 altered by
    protein 1 temsirolimus
    TEMSIROLIMUS NM_000125; NM_001122740; NM_001122741; estrogen receptor 1 ESR1 16954435
    NM_001122742
    TEMSIROLIMUS FRAP1 16033649 target
    TEMSIROLIMUS NM_000321 retinoblastoma 1 RB1 16954435
    TEMSIROLIMUS NM_003161 ribosomal protein S6 kinase, 70 kDa, polypeptide 1 RPS6KB1 16954435, 16954435, 16033649 altered by
    temsirolimus
    EVEROLIMUS NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 16033851 altered by
    everolimus
    EVEROLIMUS NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 resistance
    EVEROLIMUS NM_053056 cyclin D1 CCND1 16033851 altered by
    everolimus
    EVEROLIMUS NM_001759 cyclin D2 CCND2 16033851 altered by
    everolimus
    EVEROLIMUS NM_001136017; NM_001136125; NM_001136126; cyclin D3 CCND3 16033851 altered by
    NM_001760 everolimus
    EVEROLIMUS NM_001130678; NM_001130679; NM_001968 eukaryotic translation initiation factor 4E EIF4E 16033851 altered by
    everolimus
    EVEROLIMUS NM_004095 eukaryotic translation initiation factor 4E binding EIF4EBP1 16033851
    protein 1
    EVEROLIMUS NM_004953; NM_182917; NM_198241; eukaryotic translation initiation factor 4 gamma, 1 EIF4G1 16033851 altered by
    NM_198242; NM_198244 everolimus
    EVEROLIMUS FRAP1 16033851 target
    EVEROLIMUS NM_000321 retinoblastoma 1 RB1 16033851
    EVEROLIMUS NM_001010 ribosomal protein S6 RPS6 16033851
    EVEROLIMUS NM_003161 ribosomal protein S6 kinase, 70 kDa, polypeptide 1 RPS6KB1 16033851 altered by
    everolimus
    FLAVOPIRIDOL NM_004323 BCL2-associated athanogene BAG1 15972445 altered by
    flavopiridol
    FLAVOPIRIDOL NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 12517783, 15634644, 15770523 unrelated
    NM_138764; NM_138765
    FLAVOPIRIDOL NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 12170773, 12517783, 15770523, unrelated
    15972445
    FLAVOPIRIDOL NM_001191; NM_138578 BCL2-like 1 BCL2L1 12517783, 15634644 altered by
    flavopiridol
    FLAVOPIRIDOL NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 12170773, 15634644 unrelated
    FLAVOPIRIDOL NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 12517783 altered by
    flavopiridol
    FLAVOPIRIDOL NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 12517783, 16012789 altered by
    flavopiridol
    FLAVOPIRIDOL NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 12170773, 12517783, 15634644, death pathway
    15770523, 16012789
    FLAVOPIRIDOL NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 15634644, 16012789 unrelated
    NM_033355; NM_033356; NM_033358
    FLAVOPIRIDOL NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 12170773, 15634644 death pathway
    FLAVOPIRIDOL NM_031966 cyclin B1 CCNB1 12517783 sensitivity
    FLAVOPIRIDOL NM_053056 cyclin D1 CCND1 12517783, 15634644 sensitivity
    FLAVOPIRIDOL NM_001130829; NM_001786; NM_033379 cell division cycle 2, G1 to S and G2 to M CDC2 12517783 target
    FLAVOPIRIDOL NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 12517783 target
    FLAVOPIRIDOL NM_000075 cyclin-dependent kinase 4 CDK4 12517783 target
    FLAVOPIRIDOL NM_004935 cyclin-dependent kinase 5 CDK5
    FLAVOPIRIDOL NM_001145306; NM_001259 cyclin-dependent kinase 6 CDK6
    FLAVOPIRIDOL NM_001799 cyclin-dependent kinase 7 CDK7
    FLAVOPIRIDOL NM_001260 cyclin-dependent kinase 8 CDK8
    FLAVOPIRIDOL NM_001261 cyclin-dependent kinase 9 CDK9 target
    FLAVOPIRIDOL NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 15180955, 15770523 altered by
    flavopiridol
    FLAVOPIRIDOL NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 15180955
    FLAVOPIRIDOL NM_018947 cytochrome c, somatic CYCS 12170773, 12170773, 12517783, death pathway
    15634644
    FLAVOPIRIDOL NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 12517783, 15634644 death pathway
    FLAVOPIRIDOL NM_001963 epidermal growth factor (beta-urogastrone) EGF
    FLAVOPIRIDOL NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR
    NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    FLAVOPIRIDOL NM_001432 epiregulin EREG
    FLAVOPIRIDOL NM_002105 H2A histone family, member X H2AFX 15078984
    FLAVOPIRIDOL NM_013247; NM_145074 HtrA serine peptidase 2 HTRA2 12517783 death pathway
    FLAVOPIRIDOL NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 15634644
    NM_139014
    FLAVOPIRIDOL NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 15634644
    NM_139049
    FLAVOPIRIDOL NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 12517783, 15634644, altered by
    15972445, 12517783 flavopiridol
    FLAVOPIRIDOL NM_001618 poly (ADP-ribose) polymerase 1 PARP1 12170773, 15634644, 15770523,
    15972445, 12517783, 12170773,
    16012789
    FLAVOPIRIDOL NM_005609 phosphorylase, glycogen, muscle PYGM
    FLAVOPIRIDOL NM_000321 retinoblastoma 1 RB1 15078984, 15180955, 15297405
    FLAVOPIRIDOL NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15180955, 15297405 unrelated
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    FLAVOPIRIDOL NM_001167 X-linked inhibitor of apoptosis XIAP 12517783, 15972445, 12517783, altered by
    15972445, 15385934, 12517783 flavopiridol
    ROSCOVITINE NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 16230394, 16275999 death pathway
    NM_138764; NM_138765
    ROSCOVITINE NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16230394 altered by
    roscovitine
    ROSCOVITINE NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16140939 death pathway
    ROSCOVITINE NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 16140939 death pathway
    ROSCOVITINE NM_001130829; NM_001786; NM_033379 cell division cycle 2, G1 to S and G2 to M CDC2 15231455, 15 target
    ROSCOVITINE NM_001798; NM_052827 cyclin-dependent kinase 2 CDK2 target
    ROSCOVITINE NM_000075 cyclin-dependent kinase 4 CDK4 15741232
    ROSCOVITINE NM_004935 cyclin-dependent kinase 5 CDK5 15741232 target
    ROSCOVITINE NM_001145306; NM_001259 cyclin-dependent kinase 6 CDK6 15741232
    ROSCOVITINE NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 16275999 altered by
    roscovitine
    ROSCOVITINE NM_018947 cytochrome c, somatic CYCS 16140939, 16275999 death pathway
    ROSCOVITINE NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 16275999
    ROSCOVITINE NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 16275999 altered by
    roscovitine
    ROSCOVITINE PDCD8 16275999 death pathway
    ROSCOVITINE NM_000321 retinoblastoma 1 RB1 14653808, 15231455, 15741232 altered by
    roscovitine
    ROSCOVITINE NM_003109; NM_138473 Sp1 transcription factor SP1 14653808 altered by
    roscovitine
    ROSCOVITINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 16003486, 16 sensitivity
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    ROSCOVITINE NM_001167 X-linked inhibitor of apoptosis XIAP 16140939, 16230394, 16275999 altered by
    roscovitine
    AFLIBERCEPT NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA target
    NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    DENILEUKIN NM_000417 interleukin 2 receptor, alpha IL2RA target
    DIFTITOX
    DENILEUKIN NM_000878 interleukin 2 receptor, beta IL2RB target
    DIFTITOX
    DENILEUKIN NM_000206 interleukin 2 receptor, gamma (severe combined IL2RG target
    DIFTITOX immunodeficiency)
    ARSENIC NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15979894, 15979894, 14642128 resistance
    TRIOXIDE member 1
    ARSENIC NM_004827 ATP-binding cassette, sub-family G (WHITE), member 2 ABCG2 17547211 resistance
    TRIOXIDE
    ARSENIC NM_005157; NM_007313 c-abl oncogene 1, receptor tyrosine kinase ABL1 14633726
    TRIOXIDE
    ARSENIC NM_006111 acetyl-Coenzyme A acyltransferase 2 ACAA2 15761015
    TRIOXIDE
    ARSENIC NM_001116 adenylate cyclase 9 ADCY9 15761015
    TRIOXIDE
    ARSENIC NM_001134647; NM_198595 actin filament associated protein 1 AFAP1 15761015
    TRIOXIDE
    ARSENIC NM_005100; NM_144497 A kinase (PRKA) anchor protein 12 AKAP12 17547211
    TRIOXIDE
    ARSENIC NM_001628 aldo-keto reductase family 1, member B1 (aldose AKR1B1 17547211
    TRIOXIDE reductase)
    ARSENIC NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 16882451, 17077332
    TRIOXIDE
    ARSENIC NM_000688; NM_199166 aminolevulinate, delta-, synthase 1 ALAS1 15725085
    TRIOXIDE
    ARSENIC NM_005589 aldehyde dehydrogenase 6 family, member A1 ALDH6A1 17547211
    TRIOXIDE
    ARSENIC NM_005165 aldolase C, fructose-bisphosphate ALDOC 15725085
    TRIOXIDE
    ARSENIC NM_018466 asparagine-linked glycosylation 13 homolog ALG13 15761015
    TRIOXIDE (S. cerevisiae)
    ARSENIC NM_001629 arachidonate 5-lipoxygenase-activating protein ALOX5AP 15761015, 15
    TRIOXIDE
    ARSENIC NM_001149; NM_020987 ankyrin 3, node of Ranvier (ankyrin G) ANK3 15761015
    TRIOXIDE
    ARSENIC NM_001083625; NM_015208 ankyrin repeat domain 12 ANKRD12 15761015
    TRIOXIDE
    ARSENIC NM_001150 alanyl (membrane) aminopeptidase ANPEP 15949261
    TRIOXIDE
    ARSENIC NM_001002857; NM_001002858; NM_001136015; annexin A2 ANXA2 17547211
    TRIOXIDE NM_004039
    ARSENIC NM_001284 adaptor-related protein complex 3, sigma 1 subunit AP3S1 15761015
    TRIOXIDE
    ARSENIC NM_020980 aquaporin 9 AQP9 15336539, 16968895
    TRIOXIDE
    ARSENIC NM_015161 ADP-ribosylation factor-like 6 interacting protein 1 ARL6IP1 14703492
    TRIOXIDE
    ARSENIC NM_006407 ADP-ribosylation-like factor 6 interacting protein 5 ARL6IP5 16430862, 16468075
    TRIOXIDE
    ARSENIC ARL7 15725085
    TRIOXIDE
    ARSENIC NM_025139 armadillo repeat containing 9 ARMC9 15761015
    TRIOXIDE
    ARSENIC NM_001673; NM_133436; NM_183356 asparagine synthetase ASNS 17547211
    TRIOXIDE
    ARSENIC NM_000050; NM_054012 argininosuccinate synthetase 1 ASS1 15761015, 15
    TRIOXIDE
    ARSENIC NM_001001787; NM_001677 ATPase, Na+/K+ transporting, beta 1 polypeptide ATP1B1 15761015
    TRIOXIDE
    ARSENIC NM_001001323; NM_001682 ATPase, Ca++ transporting, plasma membrane 1 ATP2B1 12852829, 18
    TRIOXIDE
    ARSENIC NM_001001485; NM_001001486; NM_001001487; ATPase, Ca++ transporting, type 2C, member 1 ATP2C1
    TRIOXIDE NM_014382
    ARSENIC NM_001001937; NM_004046 ATP synthase, H+ transporting, mitochondrial F1 ATP5A1 15949261
    TRIOXIDE complex, alpha subunit 1, cardiac muscle
    ARSENIC ATP synthase 6; ATPase subunit 6 ATP6 14703492, 15949261
    TRIOXIDE
    ARSENIC NM_001105529; NM_006095 ATPase, aminophospholipid transporter (APLT), class ATP8A1 15761015
    TRIOXIDE I, type 8A, member 1
    ARSENIC NM_001184 ataxia telangiectasia and Rad3 related ATR 16891316
    TRIOXIDE
    ARSENIC NM_001185 alpha-2-glycoprotein 1, zinc-binding AZGP1 17547211
    TRIOXIDE
    ARSENIC NM_021813 BTB and CNC homology 1, basic leucine zipper BACH2 15725085
    TRIOXIDE transcription factor 2
    ARSENIC NM_012342 BMP and activin membrane-bound inhibitor homolog BAMBI 15725085
    TRIOXIDE (Xenopus laevis)
    ARSENIC NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 11135700, 11775218, 15622746,
    15665116,
    TRIOXIDE NM_138764; NM_138765 16010437, 16867262, 16020671,
    16867262, 16882451, 16972261
    ARSENIC NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 11775218, 12490120, 16105982,
    TRIOXIDE 11780464,
    (following) 16818652, 11589617, 11135700, 11775218, 12845720, 15979894, 16029599, 16007134, 16904648, 11775218, 16010437, 16867262, 16818652, 16867262,
    16904648, 15622746, 11775218, 16966277
    ARSENIC NM_001114735; NM_004049 BCL2-related protein A1 BCL2A1 12130515
    TRIOXIDE
    ARSENIC NM_001191; NM_138578 BCL2-like 1 BCL2L1 11468182, 15622746, 16105982,
    TRIOXIDE 15665116
    ARSENIC NM_017429 beta- carotene 15,15′-monooxygenase 1 BCMO1 15761015
    TRIOXIDE
    ARSENIC NM_004327; NM_021574 breakpoint cluster region BCR 14633726
    TRIOXIDE
    ARSENIC NM_003766 beclin 1, autophagy related BECN1 16882451
    TRIOXIDE
    ARSENIC BHLHB2 15761015
    TRIOXIDE
    ARSENIC NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 15665116, 16972261
    TRIOXIDE
    ARSENIC NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 15587394, 16328441
    TRIOXIDE
    ARSENIC NM_000713 biliverdin reductase B (flavin reductase (NADPH)) BLVRB 15725085
    TRIOXIDE
    ARSENIC NM_003666 basic leucine zipper nuclear factor 1 BLZF1 15761015
    TRIOXIDE
    ARSENIC NM_004052 BCL2/adenovirus E1B 19 kDa interacting protein 3 BNIP3 15592527
    TRIOXIDE
    ARSENIC NM_004331 BCL2/adenovirus E1B 19 kDa interacting protein 3-like BNIP3L 15592527
    TRIOXIDE
    ARSENIC NM_001725 bactericidal/permeability-increasing protein BPI 15761015
    TRIOXIDE
    ARSENIC BRDG1 15761015
    TRIOXIDE
    ARSENIC NM_017797 BTB (POZ) domain containing 2 BTBD2 15725085
    TRIOXIDE
    ARSENIC NM_014962; NM_181443 BTB (POZ) domain containing 3 BTBD3 15725085
    TRIOXIDE
    ARSENIC C14ORF105 15761015
    TRIOXIDE
    ARSENIC C16ORF58 15761015
    TRIOXIDE
    ARSENIC C5ORF13 15725085
    TRIOXIDE
    ARSENIC C6ORF48 17547211
    TRIOXIDE
    ARSENIC C8ORF4 15761015
    TRIOXIDE
    ARSENIC NM_001005505; NM_006030 calcium channel, voltage-dependent, alpha 2/delta CACNA2D2 15761015
    TRIOXIDE subunit 2
    ARSENIC NM_021251; NM_023083; NM_023085; calpain 10 CAPN10 15761015
    TRIOXIDE NM_023089
    ARSENIC NM_004930 capping protein (actin filament) muscle Z-line, beta CAPZB 12852829
    TRIOXIDE
    ARSENIC NM_001014437; NM_001014438; NM_001751; cysteinyl-tRNA synthetase CARS 12852829
    TRIOXIDE NM_139273
    ARSENIC NM_001230; NM_032974; NM_032977 caspase 10, apoptosis-related cysteine peptidase CASP10 12388546
    TRIOXIDE
    ARSENIC NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 14668793, 15979894,
    TRIOXIDE 15979894, 15665116, 16951922,
    16867262, 16951922
    ARSENIC NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 16010437, 16972261
    TRIOXIDE NM_033355; NM_033356; NM_033358
    ARSENIC NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 16010437, 17
    TRIOXIDE
    ARSENIC NM_001753 caveolin 1, caveolae protein, 22 kDa CAV1 15725085
    TRIOXIDE
    ARSENIC NM_001233; NM_198212 caveolin 2 CAV2 15725085, 15761015
    TRIOXIDE
    ARSENIC NM_001093729; NM_024781 coiled-coil domain containing 102B CCDC102B 15761015
    TRIOXIDE
    ARSENIC NM_144718 coiled-coil domain containing 52 CCDC52 15761015
    TRIOXIDE
    ARSENIC NM_004167; NM_032964; NM_032965 chemokine (C-C motif) ligand 15 CCL15 15761015
    TRIOXIDE
    ARSENIC NM_002982 chemokine (C-C motif) ligand 2 CCL2 15761015
    TRIOXIDE
    ARSENIC NM_005064; NM_145898 chemokine (C-C motif) ligand 23 CCL23 15761015
    TRIOXIDE
    ARSENIC NM_001111045; NM_001111046; NM_001111047; cyclin A1 CCNA1 15761015
    TRIOXIDE NM_003914
    ARSENIC NM_031966 cyclin B1 CCNB1 12783709
    TRIOXIDE
    ARSENIC NM_004701 cyclin B2 CCNB2 17547211
    TRIOXIDE
    ARSENIC NM_053056 cyclin D1 CCND1
    TRIOXIDE
    ARSENIC NM_001766 CD1d molecule CD1D 15761015
    TRIOXIDE
    ARSENIC NM_000610; NM_001001389; NM_001001390; CD44 molecule (Indian blood group) CD44 15553829
    TRIOXIDE NM_001001391; NM_001001392
    ARSENIC NM_001803 CD52 molecule CD52 15761015
    TRIOXIDE
    ARSENIC NM_001252 CD70 molecule CD70 15761015
    TRIOXIDE
    ARSENIC NM_006889; NM_175862 CD86 molecule CD86 15761015
    TRIOXIDE
    ARSENIC NM_003607; NM_014826 CDC42 binding protein kinase alpha (DMPK-like) CDC42BPA 15761015
    TRIOXIDE
    ARSENIC NM_024529 cell division cycle 73, Paf1/RNA polymerase II complex CDC73 15761015
    TRIOXIDE component, homolog (S. cerevisiae)
    ARSENIC NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 12749819, 15961274
    TRIOXIDE
    ARSENIC NM_000077; NM_058195; NM_058197 cyclin-dependent kinase inhibitor 2A (melanoma, p16, CDKN2A 15191659, 16008847, 16008847,
    TRIOXIDE inhibits CDK4) 15191659
    ARSENIC NM_004936; NM_078487 cyclin-dependent kinase inhibitor 2B (p15, inhibits CDKN2B 11877046, 12679007, 12679007
    TRIOXIDE CDK4)
    ARSENIC NM_001130851; NM_005192 cyclin-dependent kinase inhibitor 3 CDKN3 17547211
    TRIOXIDE
    ARSENIC NM_001805 CCAAT/enhancer binding protein (C/EBP), epsilon CEBPE 12130515
    TRIOXIDE
    ARSENIC NM_014679 centrosomal protein 57 kDa CEP57 14703492
    TRIOXIDE
    ARSENIC NM_001710 complement factor B CFB 17547211
    TRIOXIDE
    ARSENIC NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 16105982, 16105982, 16174796
    TRIOXIDE
    ARSENIC NM_001114121; NM_001114122; NM_001274 CHK1 checkpoint homolog (S. pombe) CHEK1 16891316
    TRIOXIDE
    ARSENIC NM_001005735; NM_007194; NM_145862 CHK2 checkpoint homolog (S. pombe) CHEK2 16891316
    TRIOXIDE
    ARSENIC NM_001819 chromogranin B (secretogranin 1) CHGB 15761015
    TRIOXIDE
    ARSENIC NM_001276 chitinase 3-like 1 (cartilage glycoprotein-39) CHI3L1 15761015
    TRIOXIDE
    ARSENIC NM_021615 carbohydrate (N-acetylglucosamine 6-O) CHST6 15761015, 15
    TRIOXIDE sulfotransferase 6
    ARSENIC NM_014430 cell death-inducing DFFA-like effector b CIDEB 17547211
    TRIOXIDE
    ARSENIC NM_006079 Cbp/p300-interacting transactivator, with Glu/Asp-rich CITED2 15725085
    TRIOXIDE carboxy-terminal domain, 2
    ARSENIC NM_006825 cytoskeleton-associated protein 4 CKAP4 12852829
    TRIOXIDE
    ARSENIC NM_001828 Charcot-Leyden crystal protein CLC 15761015, 15
    TRIOXIDE
    ARSENIC NM_022570; NM_197947; NM_197948; C-type lectin domain family 7, member A CLEC7A 15725085
    TRIOXIDE NM_197949; NM_197950; NM_197954
    ARSENIC NM_001130675; NM_004362 calmegin CLGN 17547211
    TRIOXIDE
    ARSENIC NM_178868 CKLF-like MARVEL transmembrane domain CMTM8 15761015
    TRIOXIDE containing 8
    ARSENIC NM_014515 CCR4-NOT transcription complex, subunit 2 CNOT2 15761015
    TRIOXIDE
    ARSENIC NM_014900 COBL-like 1 COBLL1 15761015
    TRIOXIDE
    ARSENIC NM_006438 collectin sub-family member 10 (C-type lectin) COLEC10 15761015
    TRIOXIDE
    ARSENIC NM_006837 COP9 constitutive photomorphogenic homolog subunit COPS5 17077332
    TRIOXIDE 5 (Arabidopsis)
    ARSENIC NM_001011666; NM_004904; NM_182898; cAMP responsive element binding protein 5 CREB5 15761015
    TRIOXIDE NM_182899
    ARSENIC NM_000756 corticotropin releasing hormone CRH 15761015
    TRIOXIDE
    ARSENIC NM_016441 cysteine rich transmembrane BMP regulator 1 CRIM1 15761015, 16
    TRIOXIDE (chordin-like)
    ARSENIC NM_000395 colony stimulating factor 2 receptor, beta, low-affinity CSF2RB 15070760
    TRIOXIDE (granulocyte-macrophage)
    ARSENIC NM_001317; NM_022640; NM_022641 chorionic somatomammotropin hormone 1 (placental CSH1 15761015
    TRIOXIDE lactogen)
    ARSENIC NM_001077204; NM_024790 centrosome and spindle pole associated protein 1 CSPP1 15761015
    TRIOXIDE
    ARSENIC NM_001127656; NM_003476 cysteine and glycine-rich protein 3 (cardiac LIM CSRP3 15725085
    TRIOXIDE protein)
    ARSENIC NM_000099 cystatin C CST3 15725085
    TRIOXIDE
    ARSENIC NM_001903 catenin (cadherin-associated protein), alpha 1, 102 kDa CTNNA1 15761015
    TRIOXIDE
    ARSENIC NM_004390; NM_148979 cathepsin H CTSH 15761015
    TRIOXIDE
    ARSENIC NM_002996 chemokine (C—X3—C motif) ligand 1 CX3CL1 17547211
    TRIOXIDE
    ARSENIC NM_000398; NM_001129819; NM_007326 cytochrome b5 reductase 3 CYB5R3 15725085
    TRIOXIDE
    ARSENIC NM_000101 cytochrome b-245, alpha polypeptide CYBA 15070760
    TRIOXIDE
    ARSENIC NM_001127383; NM_024843 cytochrome b reductase 1 CYBRD1 15761015
    TRIOXIDE
    ARSENIC NM_018947 cytochrome c, somatic CYCS 16972261
    TRIOXIDE
    ARSENIC NM_001042355; NM_001042412; NM_015247 cylindromatosis (turban tumor syndrome) CYLD 15761015
    TRIOXIDE
    ARSENIC NM_000499 cytochrome P450, family 1, subfamily A, polypeptide 1 CYP1A1 11678611, 12490585
    TRIOXIDE
    ARSENIC NM_016593 cytochrome P450, family 39, subfamily A, polypeptide 1 CYP39A1 15761015
    TRIOXIDE
    ARSENIC NM_022820; NM_057095; NM_057096 cytochrome P450, family 3, subfamily A, polypeptide CYP3A43 15761015
    TRIOXIDE 43
    ARSENIC NM_018659 cytokine-like 1 CYTL1 15761015, 15761015, 15070760
    TRIOXIDE
    ARSENIC NM_001141969; NM_001141970; NM_001350 death-domain associated protein DAXX 17081986
    TRIOXIDE
    ARSENIC NM_001005375; NM_020420 deleted in azoospermia 4 DAZ4 15761015
    TRIOXIDE
    ARSENIC NM_014618 deleted in bladder cancer 1 DBC1 15761015
    TRIOXIDE
    ARSENIC NM_004083 DNA-damage-inducible transcript 3 DDIT3 11678611, 12749819
    TRIOXIDE
    ARSENIC NM_004084 defensin, alpha 1 DEFA1 15761015, 15
    TRIOXIDE
    ARSENIC NM_001925 defensin, alpha 4, corticostatin DEFA4 15761015, 15
    TRIOXIDE
    ARSENIC NM_012242 dickkopf homolog 1 (Xenopus laevis) DKK1 17547211
    TRIOXIDE
    ARSENIC NM_007034 DnaJ (Hsp40) homolog, subfamily B, member 4 DNAJB4 15761015
    TRIOXIDE
    ARSENIC NM_015190 DnaJ (Hsp40) homolog, subfamily C, member 9 DNAJC9 15761015
    TRIOXIDE
    ARSENIC NM_001130823; NM_001379 DNA (cytosine-5-)-methyltransferase 1 DNMT1 12679007
    TRIOXIDE
    ARSENIC NM_022552; NM_153759; NM_175629; DNA (cytosine-5-)-methyltransferase 3 alpha DNMT3A 12679007
    TRIOXIDE NM_175630
    ARSENIC NM_006892; NM_175848; NM_175849; DNA (cytosine-5-)-methyltransferase 3 beta DNMT3B 12679007
    TRIOXIDE NM_175850
    ARSENIC NM_001394; NM_057158 dual specificity phosphatase 4 DUSP4 15725085
    TRIOXIDE
    ARSENIC NM_001376 dynein, cytoplasmic 1, heavy chain 1 DYNC1H1 15725085
    TRIOXIDE
    ARSENIC NM_004714; NM_006483; NM_006484 dual-specificity tyrosine-(Y)-phosphorylation regulated DYRK1B 15070760
    TRIOXIDE kinase 1B
    ARSENIC EBI2 15761015
    TRIOXIDE
    ARSENIC NM_005228; NM_201282; NM_201283; epidermal growth factor receptor (erythroblastic EGFR 15961274
    TRIOXIDE NM_201284 leukemia viral (v-erb-b) oncogene homolog, avian)
    ARSENIC NM_001964 early growth response 1 EGR1 12749819
    TRIOXIDE
    ARSENIC ELA2A 15761015
    TRIOXIDE
    ARSENIC ENDOGL1 15761015
    TRIOXIDE
    ARSENIC NM_001429 E1A binding protein p300 EP300 15031205
    TRIOXIDE
    ARSENIC NM_001135554; NM_001135555; NM_001431 erythrocyte membrane protein band 4.1-like 2 EPB41L2 15761015
    TRIOXIDE
    ARSENIC NM_000120; NM_001136018 epoxide hydrolase 1, microsomal (xenobiotic) EPHX1 17547211
    TRIOXIDE
    ARSENIC NM_000502 eosinophil peroxidase EPX 15761015, 15
    TRIOXIDE
    ARSENIC NM_015576 ELKS/RAB6-interacting/CAST family member 2 ERC2 15761015
    TRIOXIDE
    ARSENIC NM_016570 ERGIC and golgi 2 ERGIC2
    TRIOXIDE
    ARSENIC NM_000125; NM_001122740; NM_001122741; estrogen receptor 1 ESR1 12014631
    TRIOXIDE NM_001122742
    ARSENIC NM_001040275; NM_001040276; NM_001437 estrogen receptor 2 (ER beta) ESR2 12014631
    TRIOXIDE
    ARSENIC NM_016337 Enah/Vasp-like EVL 15725085
    TRIOXIDE
    ARSENIC NM_001993 coagulation factor III (thromboplastin, tissue factor) F3 15761015, 16206674
    TRIOXIDE
    ARSENIC NM_147189 family with sequence similarity 110, member B FAM110B 15761015
    TRIOXIDE
    ARSENIC NM_017709 family with sequence similarity 46, member C FAM46C 15725085
    TRIOXIDE
    ARSENIC NM_000136 Fanconi anemia, complementation group C FANCC 15070760
    TRIOXIDE
    ARSENIC NM_000043; NM_152871; NM_152872; Fas (TNF receptor superfamily, member 6) FAS 15979894, 12478894,
    TRIOXIDE NM_152873; NM_152874; NM_152875; 15979894, 15382040, 11135700,
    NM_152876; NM_152877 12452020, 16029599, 12126518
    ARSENIC NM_000639 Fas ligand (TNF superfamily, member 6) FASLG 12452020, 12
    TRIOXIDE
    ARSENIC NM_006329 fibulin 5 FBLN5 15761015
    TRIOXIDE
    ARSENIC NM_012304 F-box and leucine-rich repeat protein 7 FBXL7 15725085
    TRIOXIDE
    ARSENIC NM_015850; NM_023105; NM_023106; fibroblast growth factor receptor 1 FGFR1 15761015, 17027752
    TRIOXIDE NM_023107; NM_023108; NM_023110;
    NM_023111
    ARSENIC NM_000141; NM_001144913; NM_001144914; fibroblast growth factor receptor 2 FGFR2 15761015
    TRIOXIDE NM_001144915; NM_001144916;
    NM_001144917; NM_001144918;
    NM_001144919; NM_022970
    ARSENIC NM_001042729; NM_001042747; NM_005248 Gardner-Rasheed feline sarcoma viral (v-fgr) FGR 15761015
    TRIOXIDE oncogene homolog
    ARSENIC NM_001024948; NM_017737 formin binding protein 1-like FNBP1L 15761015
    TRIOXIDE
    ARSENIC NM_005252 v-fos FBJ murine osteosarcoma viral oncogene FOS 11678611, 11678611, 14682389,
    TRIOXIDE homolog 12749819, 14682389
    ARSENIC NM_001102371; NM_024955 FAD-dependent oxidoreductase domain containing 2 FOXRED2 15761015
    TRIOXIDE
    ARSENIC NM_002031 fyn-related kinase FRK 15761015
    TRIOXIDE
    ARSENIC NM_003088 fascin homolog 1, actin-bundling protein FSCN1 15761015, 15
    TRIOXIDE (Strongylocentrotus purpuratus)
    ARSENIC NM_002032 ferritin, heavy polypeptide 1 FTH1 15725085, 15
    TRIOXIDE
    ARSENIC NM_001465; NM_199335 FYN binding protein (FYB-120/130) FYB 15761015
    TRIOXIDE
    ARSENIC NM_005458 gamma-aminobutyric acid (GABA) B receptor, 2 GABBR2 15761015
    TRIOXIDE
    ARSENIC NM_144618 GA binding protein transcription factor, beta subunit 2 GABPB2 12852829
    TRIOXIDE
    ARSENIC NM_001924 growth arrest and DNA-damage-inducible, alpha GADD45A 11678611, 15761015, 11678611
    TRIOXIDE
    ARSENIC NM_000157; NM_001005741; NM_001005742; glucosidase, beta; acid (includes glucosylceramidase) GBA 15761015
    TRIOXIDE NM_001005749; NM_001005750
    ARSENIC NM_002061 glutamate-cysteine ligase, modifier subunit GCLM 15725085
    TRIOXIDE
    ARSENIC NM_024711 GTPase, IMAP family member 6 GIMAP6 15761015
    TRIOXIDE
    ARSENIC NM_001135213; NM_001135214; NM_014776; G protein-coupled receptor kinase interacting ArfGAP 2 GIT2 15761015
    TRIOXIDE NM_057169; NM_057170; NM_139201
    ARSENIC NM_000165 gap junction protein, alpha 1, 43 kDa GJA1 15761015, 15
    TRIOXIDE
    ARSENIC NM_000169 galactosidase, alpha GLA 17547211
    TRIOXIDE
    ARSENIC NM_001142339; NM_002071; NM_182978 guanine nucleotide binding protein (G protein), alpha GNAL 15761015
    TRIOXIDE activating activity polypeptide, olfactory type
    ARSENIC NM_001039966; NM_001098201; NM_001505 G protein-coupled estrogen receptor 1 GPER 17547211
    TRIOXIDE
    ARSENIC NM_005277; NM_201591; NM_201592 glycoprotein M6A GPM6A 15761015
    TRIOXIDE
    ARSENIC NM_004778 G protein-coupled receptor 44 GPR44 15761015
    TRIOXIDE
    ARSENIC NM_018654 G protein-coupled receptor, family C, group 5, GPRC5D 15725085
    TRIOXIDE member D
    ARSENIC NM_000581; NM_201397 glutathione peroxidase 1 GPX1 16867262
    TRIOXIDE
    ARSENIC NM_001146320; NM_023927 GRAM domain containing 3 GRAMD3 15070760
    TRIOXIDE
    ARSENIC NM_001004056; NM_001004057; NM_182982 G protein-coupled receptor kinase 4 GRK4 15761015
    TRIOXIDE
    ARSENIC NM_145740 glutathione S-transferase alpha 1 GSTA1 11678611
    TRIOXIDE
    ARSENIC NM_000852 glutathione S-transferase pi 1 GSTP1 15231573, 15665116
    TRIOXIDE
    ARSENIC NM_001513; NM_145870; NM_145871 glutathione transferase zeta 1 GSTZ1 15761015
    TRIOXIDE
    ARSENIC NM_002105 H2A histone family, member X H2AFX 16891316
    TRIOXIDE
    ARSENIC NR_024052; NR_024052; NR_024052; HLA complex group 18 HCG18 15761015
    TRIOXIDE NR_024052; NR_024052; NR_024052;
    NR_024052; NR_024052; NR_024052;
    NR_024052; NR_024052; NR_024052;
    NR_024053; NR_024053; NR_024053;
    NR_024053; NR_024053; NR_024053;
    NR_024053; NR_024053; NR_024053;
    NR_024053; NR_024053; NR_024053
    ARSENIC NM_001525 hypocretin (orexin) receptor 1 HCRTR1 15761015
    TRIOXIDE
    ARSENIC NM_000601; NM_001010931; NM_001010932; hepatocyte growth factor (hepapoietin A; scatter factor) HGF 15761015
    TRIOXIDE NM_001010933; NM_001010934
    ARSENIC NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 12482858, 16330433
    TRIOXIDE loop-helix transcription factor)
    ARSENIC HIG2 15725085
    TRIOXIDE
    ARSENIC NM_003521 histone cluster 1, H2bm HIST1H2BM 15761015
    TRIOXIDE
    ARSENIC NM_003542 histone cluster 1, H4c HIST1H4C 17547211
    TRIOXIDE
    ARSENIC NM_003493 histone cluster 3, H3 HIST3H3 12388546
    TRIOXIDE
    ARSENIC NM_000188; NM_033496; NM_033497; hexokinase 1 HK1 15761015
    TRIOXIDE NM_033498; NM_033500
    ARSENIC NM_005514 major histocompatibility complex, class I, B HLA-B 15761015, 16
    TRIOXIDE
    ARSENIC NM_002117 major histocompatibility complex, class I, C HLA-C 15761015, 16
    TRIOXIDE
    ARSENIC NM_019111 major histocompatibility complex, class II, DR alpha HLA- 15725085
    TRIOXIDE DRA
    ARSENIC NM_001098478; NM_001098479; NM_018950 major histocompatibility complex, class I, F HLA-F 15725085
    TRIOXIDE
    ARSENIC NM_002127 major histocompatibility complex, class I, G HLA-G 15761015, 16
    TRIOXIDE
    ARSENIC NM_002131; NM_145899; NM_145901; high mobility group AT-hook 1 HMGA1 17547211
    TRIOXIDE NM_145902; NM_145903; NM_145905
    ARSENIC NM_001130688; NM_001130689; NM_002129 high-mobility group box 2 HMGB2 14703492
    TRIOXIDE
    ARSENIC NM_005517 high-mobility group nucleosomal binding domain 2 HMGN2 17547211
    TRIOXIDE
    ARSENIC NM_002133 heme oxygenase (decycling) 1 HMOX1 16487037, 17547211, 15725085
    TRIOXIDE
    ARSENIC NM_002153 hydroxysteroid (17-beta) dehydrogenase 2 HSD17B2 17547211
    TRIOXIDE
    ARSENIC NM_005526 heat shock transcription factor 1 HSF1 15978632
    TRIOXIDE
    ARSENIC HSP27 15665116
    TRIOXIDE
    ARSENIC NM_005345 heat shock 70 kDa protein 1A HSPA1A 12749819
    TRIOXIDE
    ARSENIC NM_002154 heat shock 70 kDa protein 4 HSPA4 11678611, 11678611, 14682389,
    TRIOXIDE 15665116, 14682389
    ARSENIC NM_005347 heat shock 70 kDa protein 5 (glucose-regulated protein, HSPA5 11678611
    TRIOXIDE 78 kDa)
    ARSENIC NM_002155 heat shock 70 kDa protein 6 (HSP70B′) HSPA6 15978632
    TRIOXIDE
    ARSENIC NM_001540 heat shock 27 kDa protein 1 HSPB1 15761015, 15
    TRIOXIDE
    ARSENIC NM_001098520; NM_001098521; NM_001098522; HIV-1 Tat interactive protein 2, 30 kDa HTATIP2 15761015
    TRIOXIDE NM_001098523; NM_006410
    ARSENIC NM_002162 intercellular adhesion molecule 3 ICAM3 15761015
    TRIOXIDE
    ARSENIC NM_002165; NM_181353 inhibitor of DNA binding 1, dominant negative helix- ID1 15761015
    TRIOXIDE loop-helix protein
    ARSENIC NM_002166 inhibitor of DNA binding 2, dominant negative helix- ID2 15761015
    TRIOXIDE loop-helix protein
    ARSENIC NM_000202; NM_006123 iduronate 2-sulfatase IDS 15761015
    TRIOXIDE
    ARSENIC NM_004907 immediate early response 2 IER2 12749819
    TRIOXIDE
    ARSENIC NM_005531 interferon, gamma-inducible protein 16 IFI16 15761015
    TRIOXIDE
    ARSENIC NM_022168 interferon induced with helicase C domain 1 IFIH1 15761015
    TRIOXIDE
    ARSENIC NM_000605 interferon, alpha 2 IFNA2 12560223, 17077332
    TRIOXIDE
    ARSENIC NM_000619 interferon, gamma IFNG 14668793, 16914093
    TRIOXIDE
    ARSENIC NM_001007245; NM_001550 interferon-related developmental regulator 1 IFRD1 17547211
    TRIOXIDE
    ARSENIC NM_000597 insulin-like growth factor binding protein 2, 36 kDa IGFBP2 15761015, 15
    TRIOXIDE
    ARSENIC NM_001553 insulin-like growth factor binding protein 7 IGFBP7 15725085
    TRIOXIDE
    ARSENIC NM_001556 inhibitor of kappa light polypeptide gene enhancer in B- IKBKB
    TRIOXIDE cells, kinase beta
    ARSENIC NM_001559 interleukin 12 receptor, beta 2 IL12RB2 15761015
    TRIOXIDE
    ARSENIC NM_006850; NM_181339 interleukin 24 IL24 15580305
    TRIOXIDE
    ARSENIC NM_000600 interleukin 6 (interferon, beta 2) IL6 12560223
    TRIOXIDE
    ARSENIC NM_001557 interleukin 8 receptor, beta IL8RB 15761015
    TRIOXIDE
    ARSENIC NM_005540 inositol polyphosphate-5-phosphatase, 75 kDa INPP5B 15761015
    TRIOXIDE
    ARSENIC NM_002196 insulinoma-associated 1 INSM1 15761015
    TRIOXIDE
    ARSENIC NM_001031715; NM_022784 IQ motif containing H IQCH 15761015
    TRIOXIDE
    ARSENIC NM_002198 interferon regulatory factor 1 IRF1 14668793, 16914093
    TRIOXIDE
    ARSENIC NM_000419 integrin, alpha 2b (platelet glycoprotein IIb of IIb/IIIa ITGA2B 15761015
    TRIOXIDE complex, antigen CD41)
    ARSENIC NM_000632; NM_001145808 integrin, alpha M (complement component 3 receptor 3 ITGAM 16430862, 16468075
    TRIOXIDE subunit)
    ARSENIC NM_002211; NM_033666; NM_033667; integrin, beta 1 (fibronectin receptor, beta polypeptide, ITGB1 12852829
    TRIOXIDE NM_033668; NM_033669; NM_133376 antigen CD29 includes MDF2, MSK12)
    ARSENIC NM_014288 integrin beta 3 binding protein (beta3-endonexin) ITGB3BP 17547211
    TRIOXIDE
    ARSENIC NM_000889 integrin, beta 7 ITGB7 15761015
    TRIOXIDE
    ARSENIC NM_004867 integral membrane protein 2A ITM2A 15725085
    TRIOXIDE
    ARSENIC NM_002228 jun oncogene JUN 12749819
    TRIOXIDE
    ARSENIC NM_005354 jun D proto-oncogene JUND 15761015, 17077332
    TRIOXIDE
    ARSENIC NM_000238; NM_172056; NM_172057 potassium voltage-gated channel, subfamily H (eag- KCNH2 15070760, 15213294
    TRIOXIDE related), member 2
    ARSENIC NM_138444 potassium channel tetramerisation domain containing KCTD12 15761015
    TRIOXIDE 12
    ARSENIC NR_022006; NR_022006; NR_022006; KIAA0087 KIAA0087 15761015
    TRIOXIDE NR_022006; NR_022006; NR_022006;
    NR_022006; NR_022006
    ARSENIC NM_020947 KIAA1609 KIAA1609 15761015
    TRIOXIDE
    ARSENIC NM_017596 kinesin family member 21B KIF21B 15761015
    TRIOXIDE
    ARSENIC NM_000899; NM_003994 KIT ligand KITLG 15761015
    TRIOXIDE
    ARSENIC NM_003597 Kruppel-like factor 11 KLF11 15761015
    TRIOXIDE
    ARSENIC NM_001730 Kruppel-like factor 5 (intestinal) KLF5 15761015
    TRIOXIDE
    ARSENIC NM_005554 keratin 6A KRT6A 15949261
    TRIOXIDE
    ARSENIC NM_001032998; NM_003937 kynureninase (L-kynurenine hydrolase) KYNU 15761015
    TRIOXIDE
    ARSENIC NM_002293 laminin, gamma 1 (formerly LAMB2) LAMC1 12852829
    TRIOXIDE
    ARSENIC NM_001014987; NM_001014988; NM_001014989; linker for activation of T cells LAT 15761015
    TRIOXIDE NM_014387
    ARSENIC NM_002308; NM_009587 lectin, galactoside-binding, soluble, 9 LGALS9 15761015
    TRIOXIDE
    ARSENIC NM_001008530; NM_005606 legumain LGMN 15725085
    TRIOXIDE
    ARSENIC NM_005780 lipoma HMGIC fusion partner LHFP 15761015, 15
    TRIOXIDE
    ARSENIC NM_014368; NM_199160 LIM homeobox 6 LHX6 15761015
    TRIOXIDE
    ARSENIC NM_001013253; NM_001013254; NM_001013255; lymphocyte-specific protein 1 LSP1 15761015
    TRIOXIDE NM_002339
    ARSENIC NM_145867 leukotriene C4 synthase LTC4S 15761015
    TRIOXIDE
    ARSENIC NM_001161572; NM_001161573; NM_001161574; v-maf musculoaponeurotic fibrosarcoma oncogene MAFF 16487037
    TRIOXIDE NM_012323; NM_152878 homolog F (avian)
    ARSENIC NM_002359; NM_032711 v-maf musculoaponeurotic fibrosarcoma oncogene MAFG 16487037
    TRIOXIDE homolog G (avian)
    ARSENIC NM_002360 v-maf musculoaponeurotic fibrosarcoma oncogene MAFK 16487037
    TRIOXIDE homolog K (avian)
    ARSENIC NM_005907 mannosidase, alpha, class 1A, member 1 MAN1A1 15761015
    TRIOXIDE
    ARSENIC NM_000240 monoamine oxidase A MAOA 15761015
    TRIOXIDE
    ARSENIC NM_002756; NM_145109 mitogen-activated protein kinase kinase 3 MAP2K3 16818652
    TRIOXIDE
    ARSENIC NM_003010 mitogen-activated protein kinase kinase 4 MAP2K4 15978632
    TRIOXIDE
    ARSENIC NM_002758 mitogen-activated protein kinase kinase 6 MAP2K6 16818652
    TRIOXIDE
    ARSENIC NM_003980 microtubule-associated protein 7 MAP7 15761015
    TRIOXIDE
    ARSENIC NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 15580305, 15961274, 16328441,
    TRIOXIDE 16328441, 15961274, 17050201
    ARSENIC NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 16818652, 17
    TRIOXIDE NM_139014
    ARSENIC NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 15580305, 15961274, 16328441,
    TRIOXIDE 16328441, 15961274, 17050201
    ARSENIC NM_002749; NM_139032; NM_139033; mitogen-activated protein kinase 7 MAPK7 15580305
    TRIOXIDE NM_139034
    ARSENIC NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 15580305, 15961274, 16646077,
    TRIOXIDE NM_139049 16818652
    ARSENIC NM_001135044; NM_002752; NM_139068; mitogen-activated protein kinase 9 MAPK9 15580305, 16818652
    TRIOXIDE NM_139069; NM_139070
    ARSENIC NM_001005415; NM_001005416; NM_016496 membrane-associated ring finger (C3HC4) 2 MARCH2 15761015
    TRIOXIDE
    ARSENIC MASK 17547211
    TRIOXIDE
    ARSENIC NM_001112732; NM_024979 MCF.2 cell line derived transforming sequence-like MCF2L 12852829
    TRIOXIDE
    ARSENIC NM_004526 minichromosome maintenance complex component 2 MCM2 17547211
    TRIOXIDE
    ARSENIC NM_002395 malic enzyme 1, NADP(+)-dependent, cytosolic ME1 15725085
    TRIOXIDE
    ARSENIC NM_032390 MKI67 (FHA domain) interacting nucleolar MKI67IP 14703492
    TRIOXIDE phosphoprotein
    ARSENIC NM_002421 matrix metallopeptidase 1 (interstitial collagenase) MMP1 15761015
    TRIOXIDE
    ARSENIC NM_001127891; NM_004530 matrix metallopeptidase 2 (gelatinase A, 72 kDa MMP2 15553829, 16624393, 16624393
    TRIOXIDE gelatinase, 72 kDa type IV collagenase)
    ARSENIC NM_001032278; NM_024302 matrix metallopeptidase 28 MMP28 15761015
    TRIOXIDE
    ARSENIC NM_004994 matrix metallopeptidase 9 (gelatinase B, 92 kDa MMP9 15949266, 16624393
    TRIOXIDE gelatinase, 92 kDa type IV collagenase)
    ARSENIC NM_005373 myeloproliferative leukemia virus oncogene MPL 15761015
    TRIOXIDE
    ARSENIC NM_000250 myeloperoxidase MPO 12130515
    TRIOXIDE
    ARSENIC NM_016065 mitochondrial ribosomal protein S16 MRPS16 14703492
    TRIOXIDE
    ARSENIC NM_005098 musculin (activated B-cell factor-1) MSC 15761015
    TRIOXIDE
    ARSENIC NM_012228 methionine sulfoxide reductase B2 MSRB2 15725085
    TRIOXIDE
    ARSENIC NM_175617 metallothionein 1E MT1E 15725085
    TRIOXIDE
    ARSENIC NM_005950 metallothionein 1G MT1G 15725085
    TRIOXIDE
    ARSENIC NM_005951 metallothionein 1H MT1H 15725085
    TRIOXIDE
    ARSENIC NR_001447; NR_001447; NR_001447; metallothionein 1L (gene/pseudogene) MT1L 15725085
    TRIOXIDE NR_001447; NR_001447; NR_001447
    ARSENIC metallothionein 1 pseudogene 2 MT1P2 15725085
    TRIOXIDE
    ARSENIC NM_005952 metallothionein 1X MT1X 15725085
    TRIOXIDE
    ARSENIC NM_005953 metallothionein 2A MT2A 11678611, 11678611, 15725085,
    TRIOXIDE 14682389, 14682389
    ARSENIC NM_004689 metastasis associated 1 MTA1 12478894
    TRIOXIDE
    ARSENIC NM_001008528; NM_001008529; NM_198530 matrix-remodelling associated 7 MXRA7 17547211
    TRIOXIDE
    ARSENIC NM_001080416; NM_001144755 v-myb myeloblastosis viral oncogene homolog (avian)- MYBL1 15725085
    TRIOXIDE like 1
    ARSENIC NM_002467 v-myc myelocytomatosis viral oncogene homolog MYC 11714746, 12903512, 12903497,
    TRIOXIDE (avian) 11775218, 11775218, 12903512,
    11714746, 15622746, 15761015
    ARSENIC NM_005378 v-myc myelocytomatosis viral related oncogene, MYCN 12478894
    TRIOXIDE neuroblastoma derived (avian)
    ARSENIC NM_001130158; NM_001161819; NM_012223 myosin IB MYO1B 15761015, 15
    TRIOXIDE
    ARSENIC NM_012330 MYST histone acetyltransferase (monocytic leukemia) 4 MYST4 15761015
    TRIOXIDE
    ARSENIC NM_153029 NEDD4 binding protein 1 N4BP1 15761015
    TRIOXIDE
    ARSENIC NM_001079691; NM_052818 NEDD4 binding protein 2-like 1 N4BP2L1 15761015
    TRIOXIDE
    ARSENIC NM_005967 NGFI-A binding protein 2 (EGR1 binding protein 2) NAB2 15761015
    TRIOXIDE
    ARSENIC NM_014903 neuron navigator 3 NAV3 15761015
    TRIOXIDE
    ARSENIC NM_000265 neutrophil cytosolic factor 1 NCF1 15070760, 15761015, 15070760
    TRIOXIDE
    ARSENIC NM_000433; NM_001127651 neutrophil cytosolic factor 2 NCF2 15070760
    TRIOXIDE
    ARSENIC NADH dehydrogenase, subunit 4 (complex I) ND4 14703492
    TRIOXIDE
    ARSENIC NM_006656 sialidase 3 (membrane sialidase) NEU3 15070760
    TRIOXIDE
    ARSENIC NM_003204 nuclear factor (erythroid-derived 2)-like 1 NFE2L1 16487037
    TRIOXIDE
    ARSENIC NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 12560223
    TRIOXIDE enhancer in B-cells inhibitor, alpha
    ARSENIC NM_004556 nuclear factor of kappa light polypeptide gene NFKBIE 12560223
    TRIOXIDE enhancer in B-cells inhibitor, epsilon
    ARSENIC NM_000269; NM_198175 non-metastatic cells 1, protein (NM23A) expressed in NME1 12452020, 12478894
    TRIOXIDE
    ARSENIC NM_002517 neuronal PAS domain protein 1 NPAS1 15761015
    TRIOXIDE
    ARSENIC NM_002523 neuronal pentraxin II NPTX2 15761015
    TRIOXIDE
    ARSENIC NM_000176; NM_001018074; NM_001018075; nuclear receptor subfamily 3, group C, member 1 NR3C1 17081986
    TRIOXIDE NM_001018076; NM_001018077; (glucocorticoid receptor)
    NM_001020825; NM_001024094
    ARSENIC NM_005013 nucleobindin 2 NUCB2 17547211
    TRIOXIDE
    ARSENIC NM_024815 nudix (nucleoside diphosphate linked moiety X)-type NUDT18 15761015
    TRIOXIDE motif 18
    ARSENIC NM_020401 nucleoporin 107 kDa NUP107 17547211
    TRIOXIDE
    ARSENIC NM_015311 obscurin-like 1 OBSL1 15761015
    TRIOXIDE
    ARSENIC NM_002552; NM_181741; NM_181742 origin recognition complex, subunit 4-like (yeast) ORC4L 15761015
    TRIOXIDE
    ARSENIC NM_001017956; NM_001017957; NM_001017958; osteosarcoma amplified 9, endoplasmic reticulum OS9 17547211
    TRIOXIDE NM_006812 associated protein
    ARSENIC NM_000917; NM_001017962; NM_001142595; prolyl 4-hydroxylase, alpha polypeptide I P4HA1 15725085
    TRIOXIDE NM_001142596
    ARSENIC NM_000437 platelet-activating factor acetylhydrolase 2, 40 kDa PAFAH2 15761015
    TRIOXIDE
    ARSENIC NM_152911; NM_207127; NM_207128 polyamine oxidase (exo-N4-amino) PAOX 15761015
    TRIOXIDE
    ARSENIC NM_024897; NM_198406 progestin and adipoQ receptor family member VI PAQR6 15725085
    TRIOXIDE
    ARSENIC NM_001618 poly (ADP-ribose) polymerase 1 PARP1 16328441, 16328441, 16646077
    TRIOXIDE
    ARSENIC NM_002583 PRKC, apoptosis, WT1, regulator PAWR 16966277
    TRIOXIDE
    ARSENIC NM_002592; NM_182649 proliferating cell nuclear antigen PCNA 12783709, 16029599
    TRIOXIDE
    ARSENIC NM_006200 proprotein convertase subtilisin/kexin type 5 PCSK5 15761015
    TRIOXIDE
    ARSENIC NM_014456; NM_145341 programmed cell death 4 (neoplastic transformation PDCD4 17259349
    TRIOXIDE inhibitor)
    ARSENIC NM_001111307; NM_001111308; NM_001111309; phosphodiesterase 4A, cAMP-specific PDE4A 15070760
    TRIOXIDE NM_006202 (phosphodiesterase E2 dunce homolog, Drosophila)
    ARSENIC NM_001037339; NM_001037340; NM_001037341; phosphodiesterase 4B, cAMP-specific PDE4B 15761015
    TRIOXIDE NM_002600 (phosphodiesterase E4 dunce homolog, Drosophila)
    ARSENIC NM_001002810; NM_001002811; NM_001002812; phosphodiesterase 4D interacting protein PDE4DIP 15761015
    TRIOXIDE NM_014644; NM_022359
    ARSENIC NM_005451; NM_203352; NM_213636 PDZ and LIM domain 7 (enigma) PDLIM7 15761015
    TRIOXIDE
    ARSENIC NM_002613; NM_031268 3-phosphoinositide dependent protein kinase-1 PDPK1 14633726
    TRIOXIDE
    ARSENIC NM_178140 PDZ domain containing 2 PDZD2 15761015
    TRIOXIDE
    ARSENIC NM_000442 platelet/endothelial cell adhesion molecule PECAM1 15761015
    TRIOXIDE
    ARSENIC NM_003630 peroxisomal biogenesis factor 3 PEX3 15761015
    TRIOXIDE
    ARSENIC NM_002630 progastricsin (pepsinogen C) PGC 17547211
    TRIOXIDE
    ARSENIC NM_002632 placental growth factor PGF 17547211
    TRIOXIDE
    ARSENIC NM_003311 pleckstrin homology-like domain, family A, member 2 PHLDA2 15761015
    TRIOXIDE
    ARSENIC NM_032634; NM_152850 phosphatidylinositol glycan anchor biosynthesis, class O PIGO 15761015
    TRIOXIDE
    ARSENIC PIK4CA 12852829
    TRIOXIDE
    ARSENIC NM_001018109; NM_003662 pirin (iron-binding nuclear protein) PIR 15761015
    TRIOXIDE
    ARSENIC NM_004571 PBX/knotted 1 homeobox 1 PKNOX1 15761015
    TRIOXIDE
    ARSENIC NM_001005376; NM_001005377; NM_002659 plasminogen activator, urokinase receptor PLAUR 15761015
    TRIOXIDE
    ARSENIC NM_016274 pleckstrin homology domain containing, family O PLEKHO1 15761015
    TRIOXIDE member 1
    ARSENIC NM_005761 plexin C1 PLXNC1 15761015
    TRIOXIDE
    ARSENIC NM_002675; NM_033238; NM_033239; promyelocytic leukemia PML 15748426, 15748426, 16891316,
    TRIOXIDE NM_033240; NM_033244; NM_033246; 16330433, 17081986
    NM_033247; NM_033249; NM_033250
    ARSENIC PPGB 15725085
    TRIOXIDE
    ARSENIC NM_006347 peptidylprolyl isomerase H (cyclophilin H) PPIH 17547211
    TRIOXIDE
    ARSENIC NM_002709; NM_206876 protein phosphatase 1, catalytic subunit, beta isoform PPP1CB 12852829
    TRIOXIDE
    ARSENIC NM_006093 proteoglycan 3 PRG3 15761015
    TRIOXIDE
    ARSENIC NM_002738; NM_212535 protein kinase C, beta PRKCB 15725085
    TRIOXIDE
    ARSENIC NM_016644 proline rich 16 PRR16 15761015
    TRIOXIDE
    ARSENIC NM_002769 protease, serine, 1 (trypsin 1) PRSS1 15761015
    TRIOXIDE
    ARSENIC NM_002798 proteasome (prosome, macropain) subunit, beta type, 6 PSMB6 12852829
    TRIOXIDE
    ARSENIC NM_004159; NM_148919 proteasome (prosome, macropain) subunit, beta type, PSMB8 15725085
    TRIOXIDE 8 (large multifunctional peptidase 7)
    ARSENIC NM_000959; NM_001039585 prostaglandin F receptor (FP) PTGFR 15761015
    TRIOXIDE
    ARSENIC NM_016077 peptidyl-tRNA hydrolase 2 PTRH2 14703492
    TRIOXIDE
    ARSENIC NM_004219 pituitary tumor-transforming 1 PTTG1 17547211
    TRIOXIDE
    ARSENIC NM_001015508; NM_013357 purine-rich element binding protein G PURG 15761015
    TRIOXIDE
    ARSENIC NM_012293 peroxidasin homolog (Drosophila) PXDN 15761015
    TRIOXIDE
    ARSENIC NM_004163 RAB27B, member RAS oncogene family RAB27B 15761015
    TRIOXIDE
    ARSENIC NM_001126103; NM_001126104; NM_013277 Rac GTPase activating protein 1 RACGAP1 17547211
    TRIOXIDE
    ARSENIC NM_001100397; NM_007023 Rap guanine nucleotide exchange factor (GEF) 4 RAPGEF4 15761015
    TRIOXIDE
    ARSENIC NM_000964; NM_001024809; NM_001145301; retinoic acid receptor, alpha RARA 15748426, 16891316, 16330433
    TRIOXIDE NM_001145302
    ARSENIC NM_007211 Ras association (RaIGDS/AF-6) domain family (N- RASSF8 15761015
    TRIOXIDE terminal) member 8
    ARSENIC NM_002139 RNA binding motif protein, X-linked RBMX 12852829
    TRIOXIDE
    ARSENIC NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 16105982, 16174796, 16174796
    TRIOXIDE (avian)
    ARSENIC NM_001042681; NM_001042682; NM_012102 arginine-glutamic acid dipeptide (RE) repeats RERE 15761015
    TRIOXIDE
    ARSENIC NM_002914; NM_181471 replication factor C (activator 1) 2, 40 kDa RFC2 17547211
    TRIOXIDE
    ARSENIC NM_002923 regulator of G-protein signaling 2, 24 kDa RGS2 12852829
    TRIOXIDE
    ARSENIC NM_006397 ribonuclease H2, subunit A RNASEH2A 17547211
    TRIOXIDE
    ARSENIC NM_014746 ring finger protein 144A RNF144A 15761015
    TRIOXIDE
    ARSENIC NM_001134337; NM_001134338; NM_007219 ring finger protein 24 RNF24 15761015
    TRIOXIDE
    ARSENIC NM_005977; NM_183043; NM_183044 ring finger protein (C3H2C3 type) 6 RNF6 15761015
    TRIOXIDE
    ARSENIC NM_002941; NM_133631 roundabout, axon guidance receptor, homolog 1 ROBO1 15725085
    TRIOXIDE (Drosophila)
    ARSENIC NM_000985; NM_001035006 ribosomal protein L17 RPL17 12852829
    TRIOXIDE
    ARSENIC NM_000980 ribosomal protein L18a RPL18A 15725085
    TRIOXIDE
    ARSENIC NM_000978 ribosomal protein L23 RPL23 14703492
    TRIOXIDE
    ARSENIC NM_000971 ribosomal protein L7 RPL7 12852829
    TRIOXIDE
    ARSENIC NM_001019; NM_001030009 ribosomal protein S15a RPS15A 14703492
    TRIOXIDE
    ARSENIC NM_003161 ribosomal protein S6 kinase, 70 kDa, polypeptide 1 RPS6KB1 14633726
    TRIOXIDE
    ARSENIC NM_001042576; NM_004587 ribosome binding protein 1 homolog 180 kDa (dog) RRBP1 15761015
    TRIOXIDE
    ARSENIC NM_015659 ribosomal L1 domain containing 1 RSL1D1 15761015
    TRIOXIDE
    ARSENIC NM_001005861; NM_002958 RYK receptor-like tyrosine kinase RYK 15761015
    TRIOXIDE
    ARSENIC NM_002966 S100 calcium binding protein A10 S100A10 15949261
    TRIOXIDE
    ARSENIC NM_002964 S100 calcium binding protein A8 S100A8 15761015, 15
    TRIOXIDE
    ARSENIC NM_002965 S100 calcium binding protein A9 S100A9 15761015
    TRIOXIDE
    ARSENIC NM_015265 SATB homeobox 2 SATB2 15761015
    TRIOXIDE
    ARSENIC NM_138967 secretory carrier membrane protein 5 SCAMP5 15761015
    TRIOXIDE
    ARSENIC NM_002411 secretoglobin, family 2A, member 2 SCGB2A2 15761015
    TRIOXIDE
    ARSENIC NM_021626 serine carboxypeptidase 1 SCPEP1 15725085
    TRIOXIDE
    ARSENIC NM_021920 secretin SCT 15761015
    TRIOXIDE
    ARSENIC NM_002998 syndecan 2 SDC2 15761015, 12852829, 15725085
    TRIOXIDE
    ARSENIC NM_002999 syndecan 4 SDC4 15761015
    TRIOXIDE
    ARSENIC NM_003005 selectin P (granule membrane protein 140 kDa, antigen SELP 16206674
    TRIOXIDE CD62)
    ARSENIC NM_030666 serpin peptidase inhibitor, clade B (ovalbumin), SERPINB1 15761015
    TRIOXIDE member 1
    ARSENIC NM_014755 SERTA domain containing 2 SERTAD2 15725085
    TRIOXIDE
    ARSENIC NM_001039465; NM_006925 splicing factor, arginine/serine-rich 5 SFRS5 14703492
    TRIOXIDE
    ARSENIC NM_003026 SH3-domain GRB2-like 2 SH3GL2 15761015
    TRIOXIDE
    ARSENIC NM_001245; NM_198845; NM_198846 sialic acid binding Ig-like lectin 6 SIGLEC6 15761015
    TRIOXIDE
    ARSENIC NM_007163 solute carrier family 14 (urea transporter), member 2 SLC14A2 15761015
    TRIOXIDE
    ARSENIC NM_005073 solute carrier family 15 (oligopeptide transporter), SLC15A1 15761015
    TRIOXIDE member 1
    ARSENIC NM_004171 solute carrier family 1 (glial high affinity glutamate SLC1A2 17547211
    TRIOXIDE transporter), member 2
    ARSENIC NM_002555; NM_183233 solute carrier family 22, member 18 SLC22A18 15725085
    TRIOXIDE
    ARSENIC NM_006516 solute carrier family 2 (facilitated glucose transporter), SLC2A1 17064664
    TRIOXIDE member 1
    ARSENIC NM_080546 solute carrier family 44, member 1 SLC44A1 15761015
    TRIOXIDE
    ARSENIC NM_017842 solute carrier family 48 (heme transporter), member 1 SLC48A1 15761015, 16
    TRIOXIDE
    ARSENIC NM_178498 solute carrier family 5 (sodium/glucose cotransporter), SLC5A12 15761015
    TRIOXIDE member 12
    ARSENIC NM_004211 solute carrier family 6 (neurotransmitter transporter, SLC6A5 15761015
    TRIOXIDE glycine), member 5
    ARSENIC NM_001145044; NM_013272 solute carrier organic anion transporter family, member SLCO3A1 15761015
    TRIOXIDE 3A1
    ARSENIC NM_001003688; NM_005900 SMAD family member 1 SMAD1 15761015
    TRIOXIDE
    ARSENIC NM_001002800; NM_005496 structural maintenance of chromosomes 4 SMC4 17547211
    TRIOXIDE
    ARSENIC NM_000454 superoxide dismutase 1, soluble SOD1 16867262
    TRIOXIDE
    ARSENIC NM_018419 SRY (sex determining region Y)-box 18 SOX18 15761015
    TRIOXIDE
    ARSENIC NM_007017; NM_178424 SRY (sex determining region Y)-box 30 SOX30 15761015
    TRIOXIDE
    ARSENIC NM_003107 SRY (sex determining region Y)-box 4 SOX4 15725085
    TRIOXIDE
    ARSENIC NM_003109; NM_138473 Sp1 transcription factor SP1 11714746, 15761015
    TRIOXIDE
    ARSENIC NM_001130438; NM_003127 spectrin, alpha, non-erythrocytic 1 (alpha-fodrin) SPTAN1 12852829
    TRIOXIDE
    ARSENIC NM_175039; NM_175040 ST6 (alpha-N-acetyl-neuraminyl-2,3-beta-galactosyl- ST6GALNAC4 17547211
    TRIOXIDE 1,3)-N-acetylgalactosaminide alpha-2,6-
    sialyltransferase 4
    ARSENIC NM_015136 stabilin 1 STAB1 15761015
    TRIOXIDE
    ARSENIC NM_007315; NM_139266 signal transducer and activator of transcription 1, STAT1 14668793, 16914093
    TRIOXIDE 91 kDa
    ARSENIC NM_001009181; NM_003154 statherin STATH 15761015
    TRIOXIDE
    ARSENIC NM_001128204; NM_001128205; NM_001128206; sulfatase 1 SULF1 15725085
    TRIOXIDE NM_015170
    ARSENIC NM_015551 sushi domain containing 5 SUSD5 15761015
    TRIOXIDE
    ARSENIC NM_001135774; NM_003490; NM_133633 synapsin III SYN3 15761015
    TRIOXIDE
    ARSENIC NM_003898 synaptojanin 2 SYNJ2 12852829
    TRIOXIDE
    ARSENIC NM_001083962; NM_003199 transcription factor 4 TCF4 15761015
    TRIOXIDE
    ARSENIC NR_001566; NR_001566; NR_001566; telomerase RNA component TERC 11714746
    TRIOXIDE NR_001566; NR_001566; NR_001566
    ARSENIC NM_003218; NM_017489 telomeric repeat binding factor (NIMA-interacting) 1 TERF1 16129045
    TRIOXIDE
    ARSENIC NM_005652 telomeric repeat binding factor 2 TERF2 16129045
    TRIOXIDE
    ARSENIC NM_198253; NM_198255 telomerase reverse transcriptase TERT 11714746, 16966277, 15761015,
    TRIOXIDE 15761015, 16129045, 11714746,
    16966277, 16285558, 15996315
    ARSENIC NM_003222 transcription factor AP-2 gamma (activating enhancer TFAP2C 15761015
    TRIOXIDE binding protein 2 gamma)
    ARSENIC NM_003225 trefoil factor 1 TFF1 12014631
    TRIOXIDE
    ARSENIC NM_001024847; NM_003242 transforming growth factor, beta receptor II (70/80 kDa) TGFBR2 12852829
    TRIOXIDE
    ARSENIC NM_003254 TIMP metallopeptidase inhibitor 1 TIMP1 16624393
    TRIOXIDE
    ARSENIC NM_003255 TIMP metallopeptidase inhibitor 2 TIMP2 16624393
    TRIOXIDE
    ARSENIC NM_015444 transmembrane protein 158 TMEM158 15761015
    TRIOXIDE
    ARSENIC NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 12560223
    TRIOXIDE
    ARSENIC NM_006290 tumor necrosis factor, alpha-induced protein 3 TNFAIP3 17547211
    TRIOXIDE
    ARSENIC NM_001077654; NM_014350 tumor necrosis factor, alpha-induced protein 8 TNFAIP8 17547211
    TRIOXIDE
    ARSENIC NM_001066 tumor necrosis factor receptor superfamily, member 1B TNFRSF1B 15761015
    TRIOXIDE
    ARSENIC NM_001039664; NM_003790; NM_148965; tumor necrosis factor receptor superfamily, member 25 TNFRSF25 15761015
    TRIOXIDE NM_148966; NM_148967; NM_148970
    ARSENIC NM_001561 tumor necrosis factor receptor superfamily, member 9 TNFRSF9 16010437
    TRIOXIDE
    ARSENIC NM_003808; NM_172087; NM_172088 tumor necrosis factor (ligand) superfamily, member 13 TNFSF13 15761015
    TRIOXIDE
    ARSENIC NM_001244 tumor necrosis factor (ligand) superfamily, member 8 TNFSF8 15761015
    TRIOXIDE
    ARSENIC NM_001067 topoisomerase (DNA) II alpha 170 kDa TOP2A 16884364
    TRIOXIDE
    ARSENIC NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 11714746, 14682389, 11714746,
    TRIOXIDE NM_001126114; NM_001126115; 15622746, 11775218, 15979894,
    NM_001126116; NM_001126117 12490120, 16467208
    ARSENIC NM_022112 tumor protein p53 regulated apoptosis inducing protein 1 TP53AIP1 15031205, 16467208
    TRIOXIDE
    ARSENIC NM_001076787; NM_006034 tumor protein p53 inducible protein 11 TP53I11 12883691, 15225615, 15761015
    TRIOXIDE
    ARSENIC NM_001126240; NM_001126241; NM_001126242; tumor protein p73 TP73 15031205, 16467208
    TRIOXIDE NM_005427
    ARSENIC NM_003295 tumor protein, translationally-controlled 1 TPT1 15949261
    TRIOXIDE
    ARSENIC NM_013293 transformer 2 alpha homolog (Drosophila) TRA2A 15761015
    TRIOXIDE
    ARSENIC NM_147200; NM_147686 TRAF3 interacting protein 2 TRAF3IP2 15761015
    TRIOXIDE
    ARSENIC NM_006470 tripartite motif-containing 16 TRIM16 15725085
    TRIOXIDE
    ARSENIC NM_004237 thyroid hormone receptor interactor 13 TRIP13 17547211
    TRIOXIDE
    ARSENIC NM_001136035; NM_001142554; NM_017722 TRM1 tRNA methyltransferase 1 homolog TRMT1 15725085
    TRIOXIDE (S. cerevisiae)
    ARSENIC NM_001015881; NM_004089; NM_198057 TSC22 domain family, member 3 TSC22D3 17081986
    TRIOXIDE
    ARSENIC NM_017931 tetratricopeptide repeat domain 38 TTC38 15761015
    TRIOXIDE
    ARSENIC NM_006472 thioredoxin interacting protein TXNIP 15725085
    TRIOXIDE
    ARSENIC NM_001071 thymidylate synthetase TYMS 17547211
    TRIOXIDE
    ARSENIC NM_007019; NM_181799; NM_181800; ubiquitin-conjugating enzyme E2C UBE2C 17547211
    TRIOXIDE NM_181801; NM_181802; NM_181803
    ARSENIC NM_003338 ubiquitin-conjugating enzyme E2D 1 (UBC4/5 UBE2D1 15761015
    TRIOXIDE homolog, yeast)
    ARSENIC NM_004181 ubiquitin carboxyl-terminal esterase L1 (ubiquitin UCHL1 15725085
    TRIOXIDE thiolesterase)
    ARSENIC NM_003355 uncoupling protein 2 (mitochondrial, proton carrier) UCP2 15761015
    TRIOXIDE
    ARSENIC NM_001025366; NM_001025367; NM_001025368; vascular endothelial growth factor A VEGFA 12482858, 15949266, 16928304
    TRIOXIDE NM_001025369; NM_001025370;
    NM_001033756; NM_003376
    ARSENIC NM_004666 vanin 1 VNN1 15761015
    TRIOXIDE
    ARSENIC NM_018256 WD repeat domain 12 WDR12 15725085
    TRIOXIDE
    ARSENIC NM_025222 WD repeat domain 82 WDR82 15761015
    TRIOXIDE
    ARSENIC NM_018639 WD repeat and SOCS box-containing 2 WSB2 15725085
    TRIOXIDE
    ARSENIC NM_000378; NM_024424; NM_024425; Wilms tumor 1 WT1 16966277
    TRIOXIDE NM_024426
    ARSENIC NM_001167 X-linked inhibitor of apoptosis XIAP 16105982, 16
    TRIOXIDE
    ARSENIC NM_001469 X-ray repair complementing defective repair in Chinese XRCC6 15761015
    TRIOXIDE hamster cells 6
    ARSENIC NM_003407 zinc finger protein 36, C3H type, homolog (mouse) ZFP36 12749819
    TRIOXIDE
    ARSENIC NM_004926 zinc finger protein 36, C3H type-like 1 ZFP36L1 15725085
    TRIOXIDE
    ARSENIC NM_003453; NM_197968 zinc finger, MYM-type 2 ZMYM2 17027752
    TRIOXIDE
    ARSENIC NM_018102; NM_199441 zinc finger protein 334 ZNF334 15761015
    TRIOXIDE
    ARSENIC NM_001007094; NM_003421 zinc finger protein 37A ZNF37A 15761015
    TRIOXIDE
    ARSENIC NM_001077349; NM_033196 zinc finger protein 682 ZNF682 15761015
    TRIOXIDE
    ARSENIC NM_001142305; NM_016643 zinc finger protein 771 ZNF771 15761015
    TRIOXIDE
    ARSENIC NM_001005413; NM_007057; NM_032997 ZW10 interactor ZWINT 17547211
    TRIOXIDE
    BORTEZOMIB NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 15781649 unrelated
    BORTEZOMIB NM_001160; NM_013229; NM_181861; apoptotic peptidase activating factor 1 APAF1 16024631 death pathway
    NM_181868; NM_181869
    BORTEZOMIB NM_001188 BCL2-antagonist/killer 1 BAK1 16024631 death pathway
    BORTEZOMIB NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 16024631 death pathway
    NM_138764; NM_138765
    BORTEZOMIB NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 15781649, 16022909, 16024631 altered by
    bortezomib
    BORTEZOMIB NM_001191; NM_138578 BCL2-like 1 BCL2L1 12893773, 15543232, 15781649, altered by
    16024631 bortezomib
    BORTEZOMIB NM_006538; NM_138621; NM_207002 BCL2-like 11 (apoptosis facilitator) BCL2L11 16024631 death pathway
    BORTEZOMIB NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 12893773 death pathway
    BORTEZOMIB NM_001166 baculoviral IAP repeat-containing 2 BIRC2 12893773, 15543232, 15781649, altered by
    16024631 bortezomib
    BORTEZOMIB NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 12893773, 16024631 altered by
    bortezomib
    BORTEZOMIB NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16373703
    BORTEZOMIB NM_001216 carbonic anhydrase IX CA9 16061869 altered by
    bortezomib
    BORTEZOMIB NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 12893773, 15735676, 16024631, death pathway
    16675587, 17121930
    BORTEZOMIB NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 16024631 death pathway
    NM_033340
    BORTEZOMIB NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 12893773, 15735676, 16024631 death pathway
    NM_033355; NM_033356; NM_033358
    BORTEZOMIB NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 12893773, 15735676, 16024631 death pathway
    BORTEZOMIB NM_053056 cyclin D1 CCND1 12893773, 15781649 sensitivity
    BORTEZOMIB NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 12893773, 15543232
    BORTEZOMIB NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 15543232
    BORTEZOMIB NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 12893773, 16024631 altered by
    bortezomib
    BORTEZOMIB NM_018947 cytochrome c, somatic CYCS 12893773, 16024631 death pathway
    BORTEZOMIB NM_000761 cytochrome P450, family 1, subfamily A, polypeptide 2 CYP1A2 15764713 drug
    metabolism
    BORTEZOMIB NM_000769 cytochrome P450, family 2, subfamily C, polypeptide CYP2C19 15764713 drug
    19 metabolism
    BORTEZOMIB NM_000771 cytochrome P450, family 2, subfamily C, polypeptide 9 CYP2C9 15764713 drug
    metabolism
    BORTEZOMIB NM_000106; NM_001025161 cytochrome P450, family 2, subfamily D, polypeptide 6 CYP2D6 15764713 drug
    metabolism
    BORTEZOMIB NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 15764713 drug
    metabolism
    BORTEZOMIB NM_004083 DNA-damage-inducible transcript 3 DDIT3 16024631 altered by
    bortezomib
    BORTEZOMIB NM_004401; NM_213566 DNA fragmentation factor, 45 kDa, alpha polypeptide DFFA 15735676
    BORTEZOMIB NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 12893773, 16024631 death pathway
    BORTEZOMIB NM_001530; NM_181054 hypoxia inducible factor 1, alpha subunit (basic helix- HIF1A 16061869 altered by
    loop-helix transcription factor) bortezomib
    BORTEZOMIB HSP27 resistance
    BORTEZOMIB NM_005347 heat shock 70 kDa protein 5 (glucose-regulated protein, HSPA5 16024631 altered by
    78 kDa) bortezomib
    BORTEZOMIB NM_013247; NM_145074 HtrA serine peptidase 2 HTRA2 16024631 death pathway
    BORTEZOMIB NM_002228 jun oncogene JUN 15735676 altered by
    bortezomib
    BORTEZOMIB NM_002755 mitogen-activated protein kinase kinase 1 MAP2K1 12893773
    BORTEZOMIB NM_003010 mitogen-activated protein kinase kinase 4 MAP2K4 15735676
    BORTEZOMIB NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 12893773 altered by
    bortezomib
    BORTEZOMIB NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 12893773 altered by
    NM_139014 bortezomib
    BORTEZOMIB NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 12893773 altered by
    bortezomib
    BORTEZOMIB NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 12893773 altered by
    NM_139049 bortezomib
    BORTEZOMIB NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 12893773 resistance
    BORTEZOMIB NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 12893773, 16230421, 17164350 resistance
    enhancer in B-cells 1
    BORTEZOMIB NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 15543232 altered by
    enhancer in B-cells inhibitor, alpha bortezomib
    BORTEZOMIB NM_001001716; NM_002503 nuclear factor of kappa light polypeptide gene NFKBIB 15543232 altered by
    enhancer in B-cells inhibitor, beta bortezomib
    BORTEZOMIB NM_004556 nuclear factor of kappa light polypeptide gene NFKBIE 15543232
    enhancer in B-cells inhibitor, epsilon
    BORTEZOMIB NM_001618 poly (ADP-ribose) polymerase 1 PARP1 12893773, 15735676 altered by
    bortezomib
    BORTEZOMIB PDCD8 12893773, 16024631
    BORTEZOMIB NM_021127 phorbol-12-myristate-13-acetate-induced protein 1 PMAIP1 16024631 death pathway
    BORTEZOMIB NM_002793 proteasome (prosome, macropain) subunit, beta type, 1 PSMB1 target
    resistance
    BORTEZOMIB NM_002794 proteasome (prosome, macropain) subunit, beta type, 2 PSMB2 target
    resistance
    BORTEZOMIB NM_001130725; NM_001144932; NM_002797 proteasome (prosome, macropain) subunit, beta type, 5 PSMB5 target
    resistance
    BORTEZOMIB NM_002807 proteasome (prosome, macropain) 26S subunit, non- PSMD1 target ?
    ATPase, 1
    BORTEZOMIB NM_002808 proteasome (prosome, macropain) 26S subunit, non- PSMD2 target ?
    ATPase, 2
    BORTEZOMIB NM_002880 v-raf-1 murine leukemia viral oncogene homolog 1 RAF1 12893773 altered by
    bortezomib
    BORTEZOMIB NM_000321 retinoblastoma 1 RB1 12893773
    BORTEZOMIB NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 12893773, 16061869, 16230421, resistance
    (avian) 17164350
    BORTEZOMIB NM_006142 stratifin SFN 16373703
    BORTEZOMIB NM_003150; NM_139276; NM_213662 signal transducer and activator of transcription 3 STAT3 17164350 altered by
    (acute-phase response factor) bortezomib
    BORTEZOMIB NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 16230421
    BORTEZOMIB NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 15543232, 16061869, 16373703 unrelated
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    BORTEZOMIB NM_021138 TNF receptor-associated factor 2 TRAF2 16024631
    BORTEZOMIB NM_001167 X-linked inhibitor of apoptosis XIAP 12893773, 15543232, 16024631 altered by
    bortezomib
    CELECOXIB NM_001105515; NM_005845 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC4 18690847
    member 4
    CELECOXIB NM_001023587; NM_005688 ATP-binding cassette, sub-family C (CFTR/MRP), ABCC5 18690847
    member 5
    CELECOXIB NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 14654083, 16123214, 17270149 altered by
    celecoxib
    CELECOXIB NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 14654083
    NM_138764; NM_138765
    CELECOXIB NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 14654083
    CELECOXIB NM_001191; NM_138578 BCL2-like 1 BCL2L1 14654083
    CELECOXIB NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16004971, 16123214, 17270149, altered by
    16707021, 17270149 celecoxib
    CELECOXIB NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16123214 death pathway
    CELECOXIB NM_053056 cyclin D1 CCND1 15489888, 17270149 altered by
    celecoxib
    CELECOXIB NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR resistance
    CELECOXIB NM_001278 conserved helix-loop-helix ubiquitous kinase CHUK 15489888
    CELECOXIB NM_000103; NM_031226 cytochrome P450, family 19, subfamily A, polypeptide 1 CYP19A1 15964185 altered by
    celecoxib
    CELECOXIB NM_001927 desmin DES 18089846
    CELECOXIB NM_004864 growth differentiation factor 15 GDF15 18089846
    CELECOXIB NM_000852 glutathione S-transferase pi 1 GSTP1 18089846
    CELECOXIB NM_000576 interleukin 1, beta IL1B 16357062 altered by
    celecoxib
    CELECOXIB NM_000600 interleukin 6 (interferon, beta 2) IL6 16702388 altered by
    celecoxib
    CELECOXIB NM_002755 mitogen-activated protein kinase kinase 1 MAP2K1 16123214
    CELECOXIB NM_030662 mitogen-activated protein kinase kinase 2 MAP2K2 16123214
    CELECOXIB NM_021960; NM_182763 myeloid cell leukemia sequence 1 (BCL2-related) MCL1 14654083
    CELECOXIB NM_002417 antigen identified by monoclonal antibody Ki-67 MKI67 16507397
    CELECOXIB NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 15489888
    enhancer in B-cells 1
    CELECOXIB NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 15489888
    enhancer in B-cells inhibitor, alpha
    CELECOXIB NM_002507 nerve growth factor receptor (TNFR superfamily, NGFR 17447067
    member 16)
    CELECOXIB NM_001159995; NM_001159996; NM_001159999; neuregulin 1 NRG1 16357062 altered by
    NM_001160001; NM_001160008; celecoxib
    NM_004495; NM_013956; NM_013957;
    NM_013958; NM_013959;
    NM_013960; NM_013961; NM_013962;
    NM_013964
    CELECOXIB NM_001618 poly (ADP-ribose) polymerase 1 PARP1 16123214 altered by
    celecoxib
    CELECOXIB NM_002613; NM_031268 3-phosphoinositide dependent protein kinase-1 PDPK1 target
    CELECOXIB NM_000963 prostaglandin-endoperoxide synthase 2 (prostaglandin PTGS2 15489888, 16004971, 16507397, target
    G/H synthase and cyclooxygenase) 18089846
    CELECOXIB NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15489888, 16685529, 17097285 altered by
    (avian) celecoxib
    CELECOXIB NM_000351 steroid sulfatase (microsomal), isozyme S STS 16178010
    CELECOXIB NM_003167 sulfotransferase family, cytosolic, 2A, SULT2A1 15483193, 17239972 altered by
    dehydroepiandrosterone (DHEA)-preferring, member 1 celecoxib
    CELECOXIB NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 15489888, 16702388
    CELECOXIB NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 16507397
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    COLCHICINE NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15342794, 15725475, 16007523 resistance
    member 1
    COLCHICINE NM_004996; NM_019862; NM_019898; ATP-binding cassette, sub-family C (CFTR/MRP), ABCC1 12067707 resistance
    NM_019899; NM_019900 member 1
    COLCHICINE NM_000611; NM_001127223; NM_001127225; CD59 molecule, complement regulatory protein CD59 17045307
    NM_001127226; NM_001127227;
    NM_203329; NM_203330; NM_203331
    COLCHICINE NM_001025076; NM_001025077; NM_001083591; CUG triplet repeat, RNA binding protein 2 CUGBP2 11478917
    NM_006561
    COLCHICINE NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 16007523, 16 drug
    metabolism
    COLCHICINE NM_001556 inhibitor of kappa light polypeptide gene enhancer in B- IKBKB 17029595
    cells, kinase beta
    COLCHICINE NM_002228 jun oncogene JUN 12221076 death pathway/
    survival
    COLCHICINE NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 12221076 death pathway/
    NM_139049 survival
    COLCHICINE NM_001135044; NM_002752; NM_139068; mitogen-activated protein kinase 9 MAPK9 12221076 death pathway/
    NM_139069; NM_139070 survival
    COLCHICINE NM_000243 Mediterranean fever MEFV
    COLCHICINE NM_001136022; NM_004554 nuclear factor of activated T-cells, cytoplasmic, NFATC4 17044076
    calcineurin-dependent 4
    COLCHICINE NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 15744361
    enhancer in B-cells 1
    COLCHICINE NM_020529 nuclear factor of kappa light polypeptide gene NFKBIA 17029595
    enhancer in B-cells inhibitor, alpha
    COLCHICINE NM_000176; NM_001018074; NM_001018075; nuclear receptor subfamily 3, group C, member 1 NR3C1 15744361
    NM_001018076; NM_001018077; (glucocorticoid receptor)
    NM_001020825; NM_001024094
    COLCHICINE NM_004103; NM_173174; NM_173175; PTK2B protein tyrosine kinase 2 beta PTK2B 11478917
    NM_173176
    COLCHICINE NM_006788 ralA binding protein 1 RALBP1 15386349 unrelated
    COLCHICINE NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 15744361
    (avian)
    COLCHICINE NM_000353 tyrosine aminotransferase TAT 15744361 altered by
    colchicine
    COLCHICINE NM_000546; NM_001126112; NM_001126113; tumor protein p53 TP53 12221076 cell death
    NM_001126114; NM_001126115;
    NM_001126116; NM_001126117
    COLCHICINE NM_030773 tubulin, beta 1 TUBB1 target
    COLCHICINE NM_001069 tubulin, beta 2A TUBB2A target
    OBLIMERSEN NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 11095261, 15867202 target
    OBLIMERSEN NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 16675587
    OBLIMERSEN IGH-6 15867202
    TEGAFUR NM_001785 cytidine deaminase CDA 18537153
    TEGAFUR NM_000762 cytochrome P450, family 2, subfamily A, polypeptide 6 CYP2A6 11376561, 12172220, 11376561, target
    15980104
    TEGAFUR NM_000110 dihydropyrimidine dehydrogenase DPYD 18537153
    TIPIFARNIB NM_000927 ATP-binding cassette, sub-family B (MDR/TAP), ABCB1 15122075 resistance
    member 1
    TIPIFARNIB NM_017460 cytochrome P450, family 3, subfamily A, polypeptide 4 CYP3A4 15122075
    TIPIFARNIB NM_000777 cytochrome P450, family 3, subfamily A, polypeptide 5 CYP3A5 15122075
    TIPIFARNIB NM_000463 UDP glucuronosyltransferase 1 family, polypeptide A1 UGT1A1 15122075
    VORINOSTAT NM_001014431; NM_001014432; NM_005163 v-akt murine thymoma viral oncogene homolog 1 AKT1 15781658, 16144943
    VORINOSTAT NM_001188 BCL2-antagonist/killer 1 BAK1 15781658, 16144943 death pathway
    VORINOSTAT NM_004324; NM_138761; NM_138763; BCL2-associated X protein BAX 15781658, 15897598 death pathway
    NM_138764; NM_138765
    VORINOSTAT NM_000633; NM_000657 B-cell CLL/lymphoma 2 BCL2 15897598, 16144943, 15897598 resistance
    VORINOSTAT NM_001114735; NM_004049 BCL2-related protein A1 BCL2A1 15897598 resistance
    VORINOSTAT NM_001191; NM_138578 BCL2-like 1 BCL2L1 12893773, 16144943, 15897598 resistance
    VORINOSTAT NM_006538; NM_138621; NM_207002 BCL2-like 11 (apoptosis facilitator) BCL2L11 16144943 death pathway
    VORINOSTAT NM_001196; NM_197966; NM_197967 BH3 interacting domain death agonist BID 12893773, 17410615, death pathway
    17410615, 15897598
    VORINOSTAT NM_001166 baculoviral IAP repeat-containing 2 BIRC2 12893773, 16377638
    VORINOSTAT NM_001165; NM_182962 baculoviral IAP repeat-containing 3 BIRC3 12893773, 15897598, 16377638 altered by
    vorinostat
    VORINOSTAT NM_001012270; NM_001012271; NM_001168 baculoviral IAP repeat-containing 5 BIRC5 16144943, 17410615, 17410615, altered by
    18156316 vorinostat
    VORINOSTAT NM_032982; NM_032983 caspase 2, apoptosis-related cysteine peptidase CASP2 15897598 death pathway
    VORINOSTAT NM_004346; NM_032991 caspase 3, apoptosis-related cysteine peptidase CASP3 12893773, 15781658, 15897598, death pathway
    17410615
    VORINOSTAT NM_001227; NM_033338; NM_033339; caspase 7, apoptosis-related cysteine peptidase CASP7 15897598 death pathway
    NM_033340
    VORINOSTAT NM_001080124; NM_001080125; NM_001228; caspase 8, apoptosis-related cysteine peptidase CASP8 12893773, 15781658, 15897598, death pathway
    NM_033355; NM_033356; NM_033358 17410615
    VORINOSTAT NM_001229; NM_032996 caspase 9, apoptosis-related cysteine peptidase CASP9 12893773, 15897598 death pathway
    VORINOSTAT NM_053056 cyclin D1 CCND1 12893773, 17431121, 12893773 altered by
    vorinostat
    VORINOSTAT NM_000389; NM_078467 cyclin-dependent kinase inhibitor 1A (p21, Cip1) CDKN1A 12893773, altered by
    16144943, 17431121, 15897598, vorinostat
    12893773, 14707268, 17431121
    VORINOSTAT NM_004064 cyclin-dependent kinase inhibitor 1B (p27, Kip1) CDKN1B 16144943, 17431121, 17431121 altered by
    vorinostat
    VORINOSTAT NM_001127183; NM_001127184; NM_003879 CASP8 and FADD-like apoptosis regulator CFLAR 12893773, 15897598 resistance
    VORINOSTAT NM_018947 cytochrome c, somatic CYCS 12893773, 15781658 death pathway
    VORINOSTAT NM_000499 cytochrome P450, family 1, subfamily A, polypeptide 1 CYP1A1 15713371 altered by
    vorinostat
    VORINOSTAT NM_000104 cytochrome P450, family 1, subfamily B, polypeptide 1 CYP1B1 15713371 altered by
    vorinostat
    VORINOSTAT NM_019887; NM_138929 diablo homolog (Drosophila) DIABLO 12893773 death pathway
    VORINOSTAT NM_001005862; NM_004448 v-erb-b2 erythroblastic leukemia viral oncogene ERBB2 16144943 altered by
    homolog 2, neuro/glioblastoma derived oncogene vorinostat
    homolog (avian)
    VORINOSTAT NM_004964 histone deacetylase 1 HDAC1 15930892 target
    VORINOSTAT NM_001527 histone deacetylase 2 HDAC2 target
    VORINOSTAT NM_003883 histone deacetylase 3 HDAC3 15930892 target
    VORINOSTAT NM_006044 histone deacetylase 6 HDAC6 15930892 target
    VORINOSTAT NM_018486 histone deacetylase 8 HDAC8 target
    VORINOSTAT NM_003493 histone cluster 3, H3 HIST3H3 17431121 altered by
    vorinostat
    VORINOSTAT NM_013247; NM_145074 HtrA serine peptidase 2 HTRA2 16026644 death pathway
    VORINOSTAT NM_002755 mitogen-activated protein kinase kinase 1 MAP2K1 12893773, 15781658
    VORINOSTAT NM_002745; NM_138957 mitogen-activated protein kinase 1 MAPK1 12893773, 15781658
    VORINOSTAT NM_001315; NM_139012; NM_139013; mitogen-activated protein kinase 14 MAPK14 12893773 altered by
    NM_139014 vorinostat
    VORINOSTAT NM_001040056; NM_001109891; NM_002746 mitogen-activated protein kinase 3 MAPK3 12893773, 15781658
    VORINOSTAT NM_002750; NM_139046; NM_139047; mitogen-activated protein kinase 8 MAPK8 12893773, 15781658, 15964800 altered by
    NM_139049 vorinostat
    VORINOSTAT NM_003998 nuclear factor of kappa light polypeptide gene NFKB1 12893773 altered by
    enhancer in B-cells 1 vorinostat
    VORINOSTAT NM_001618 poly (ADP-ribose) polymerase 1 PARP1 12893773, 16377638, altered by
    17431121, 15897598 vorinostat
    VORINOSTAT PDCD8 12893773, 15781658, 16026644 death pathway
    VORINOSTAT NM_002880 v-raf-1 murine leukemia viral oncogene homolog 1 RAF1 12893773, 16144943, 12893773 altered by
    vorinostat
    VORINOSTAT NM_000965; NM_016152 retinoic acid receptor, beta RARB 16832676
    VORINOSTAT NM_000321 retinoblastoma 1 RB1 12893773, 14707268, 15897598 altered by
    vorinostat
    VORINOSTAT NM_001145138; NM_021975 v-rel reticuloendotheliosis viral oncogene homolog A RELA 12893773, 15964800 altered by
    (avian) vorinostat
    VORINOSTAT NM_000594 tumor necrosis factor (TNF superfamily, member 2) TNF 16377638
    VORINOSTAT NM_003810 tumor necrosis factor (ligand) superfamily, member 10 TNFSF10 17410615
    VORINOSTAT NM_001167 X-linked inhibitor of apoptosis XIAP 12893773, 15964800, altered by
    16144943, 17410615, 17410615 vorinostat
  • TABLE 2
    Found Targets
    List (with fold- Avg Abs (FC)
    Chemical Target Genes Target Genes List Found Targets changes) Avg Abs (FC) UP-REG Score
    Nucleotides
    Nucleotides >> Antimetabolites
    Nucleotides >> Antimetabolites >> Folic acid
    METHOTREXATE 35 ABCB1 ABCC1 ABCC2 19 ABCC1 (7.70) ABCC2 (4.39, 7.36 6.93 197
    (Abitrexate, Antifolan, Arbitrexate, ABCC4 ABCG2 ALB ALPI (10 + 9) 5.45) ABCC4 (2.34) ATIC
    Emtexate, Folex, Ledertrexate, ATIC CD4 CD68 CD8A (54.3%) (3.75) NAT1 (2.39) PARP1
    Metatrexan, Methotrate, Mexate, CYP3A4 DHFR DKK1 (2.68) PRC1 (3.44) TYMS
    Rheumatrex, Trexall) GSTM1 ICAM1 IL8 MMP3 (3.69) UBE2C (9.47) WNT5A (28.92)
    MTHFR MTR NAT1 ODC1 ABCB1 (−3.59) CD68 (−3.38)
    PARP1 PRC1 RB1 SELE SLC19A1 CYP3A4 (−7.84) DKK1 (−16.44)
    SLC46A1 TAGLN TIMP1 TYMS ICAM1 (−8.24) IL8 (−16.97)
    UBE2C VDR WISP1 WNT5A SLC19A1 (−3.24) TIMP1 (−4.76) VDR (−6.07)
    PEMETREXED 8 DHFR FPGS GART GGH RBM17 4 GART (2.18) TYMS (3.69) 3.50 2.94 73
    (Alimta) SLC19A1 TYMP TYMS (2 + 2) SLC19A1 (−3.24) TYMP (−3.83, −5.95)
    (50.0%)
    Nucleotides >> Antimetabolites >> Purine
    FLUDARABINE 25 ADA AKT1 ARNT BCL2 6 CCNA2 (5.27) CCNE1 (5.62) 3.56 3.88 62
    (Fludara, Fludura) CCNA2 CCND1 CCNE1 (4 + 2) HIST3H3 (2.04) VEGFA
    CDKN1B CYCS DIABLO (24.0%) (2.60) CCND1 (−2.52) MCL1 (−3.34)
    ERK HIF1A HIST3H3
    HIST4H4 MAP2K1
    MAP2K2 MAPK1 MAPK3
    MCL1 PDCD8 POLA1
    RRM1 STAT1 VEGFA
    XIAP
    Nucleotides >> Antimetabolites >> Pyrimidine
    FLUOROURACIL 132 ABCB1 ABCC1 ABCG2 64 ABCC1 (7.70) ADSS (3.13, 7.06 5.18 137
    (5 FU, Fluorouracil, ACADL ADSS AIFM1 (35 + 29) 3.02) BECN1 (2.18) CA12
    Adrucil, Arumel, Carac, AMFR AMT ANGPTL2 (48.5%) (21.62, 17.07, 11.24, 25.25)
    Carzonal, Effluderm, AREG ATP5O BARX2 CASP2 (2.27) CASP3 (2.14)
    Efudex, Efudix, Efurix, BAX BBS4 BCL2 BDH1 CASP8 (8.85, 2.67) CCNE2
    FU, Fluoroblastin, BECN1 BIRC5 BNIP3 (3.25) CCNF (2.52) CDCA8
    Fluoroplex, Fluracil, BNIP3L BOLL BTG3 BUB3 (2.55) CTNND2 (3.12, 2.44)
    Fluracilum, Fluri, Fluril, C13ORF34 CA12 CASP2 CTTN (2.13) DTYMK (2.69,
    Fluro, Uracil, Ftoruracil, CASP3 CASP7 CASP8 2.60) E2F3 (2.71) EML2
    Kecimeton, Phthoruracil, CASP9 CCND3 CCNE2 (4.55) FEN1 (2.79, 2.41)
    Phtoruracil, Queroplex, CCNF CCNG2 CDCA8 FOXO3 (2.21) GOLGA8A
    Timazin, URF, Ulup) CDKN1A CDKN1C CIDEB (8.56) GSTP1 (3.00) KPNA2
    CKS2 CTNND2 CTTN (2.49) LTB4DH (18.28)
    CYR61 DPYD DRD5 MED13L (6.09) MELK (6.04)
    DTYMK E2F3 EGFR MKI67 (5.91) NDUFA10
    EIF2B2 EIF3S3 EML2 (2.42) NKAIN1 (22.33)
    ERBB2 ERBB4 ERCC1 PARP1 (2.68) PCDHA5
    ERCC2 ERP29 F3 F8 (2.75) PRC1 (3.44) RAD23B
    FANCG FAS FEN1 FGF7 (2.57, 2.55, 4.15) RNF34
    FOXO3 GADD45A GAMT (2.18, 2.49, 2.45) RRM2
    GFRA1 GOLGA8A GSTP1 (3.30, 3.47) TYMS (3.69)
    GSTT1 HINT1 HIST1H1D UBE2C (9.47) ZNF552 (8.76,
    HNRPC IGFBP4 IL8RA 2.45)
    IRAK1 JMJD2B KIAA1467 ABCB1 (−3.59) ACADL (−19.18)
    KIF3A KPNA2 KRAS AMFR (−5.37)
    LGALS8 LMNB1 LTB4DH ANGPTL2 (−2.89, −3.89)
    M6PR MALT1 MAPK13 AREG (−119.30) BTG3 (−7.01)
    MAPT MED13L MELK CDKN1A (−7.85, −4.44)
    METRN MKI67 MYC CDKN1C (−7.69) CYR61 (−3.69,
    NDUFA10 NKAIN1 −2.81, −3.06) DPYD (−2.82,
    NUCKS1 PARP1 PCDHA5 −4.07, −4.30) EGFR (−12.64)
    PDAP1 PGR PPP3CA ERBB4 (−3.94, −3.33)
    PRC1 PRNP PSCD3 F3 (−3.63) F8 (−3.51, −2.90)
    PSG9 PSRC1 RAD23B FAS (−5.93) FGF7 (−2.01, −3.09,
    RAMP1 RNF34 RPL3 −3.61) GAMT (−3.39, −2.43)
    RRM2 RTKN SCUBE2 GFRA1 (−5.66) IGFBP4
    SERPINE2 SFN SNAPC1 (−2.66) IL8RA (−5.26)
    TERF2 THNSL2 TMSB4X LGALS8 (−2.28) PGR (−11.29)
    TMSL8 TNFRSF10B TP53 PPP3CA (−2.42) PRNP (−3.95)
    TYMP TYMS UBE2C TMSB4X (−2.05)
    UPP1 UPRT UXT TMSL8 (−11.70) TNFRSF10B
    WBSCR1 XAF1 ZNF32 (−2.25) TYMP (−3.83, −5.95)
    ZNF552 ZNF582 ZRSR2 UPP1 (−3.24, −2.71, −2.28)
    CAPECITABINE 5 CES1 CES2 CES3 DPYD TYMS 4 CES1 (13.90) CES3 (10.19) 7.88 9.26 555
    (Xeloda) (3 + 1) TYMS (3.69)
    (80.0%) DPYD (−2.82, −4.07, −4.30)
    GEMCITABINE 12 BAX BCL2 CASP3 CDKN1A 4 CASP3 (2.14) PARP1 (2.68) 3.66 2.84 70
    (DDFC, DFDC, GEO, CMPK PARP1 PDPK1 RBM17 RRM1 (3 + 1) TYMS (3.69)
    Gemcin, Gemcitabina, SLC29A1 TP53 TYMS (33.3%) CDKN1A (−7.85, −4.44)
    Gemcitabine, HCl,
    Gemcitabine
    hydrochloride,
    Gemcitabinum, Gemtro,
    Gemzar)
    DNA
    DNA >> Alkylating agents
    DNA >> Alkylating agents >> Nitrogen mustards
    CYCLOPHOSPHAMIDE 56 ABCB1 ABCC1 ABCG2 29 ABCC1 (7.70) BECN1 (2.18) 6.89 7.19 218
    (ASTA, Asta B 518, CP, AMFR BAG1 BBS4 BCL2 (17 + 12) CA12 (21.62, 17.07, 11.24,
    CPA, CTX, CY, Clafen, BECN1 BTG3 BUB3 CA12 (51.8%) 25.25) CASP3 (2.14)
    Claphene, CASP3 CASP9 CDKN1B CTNND2 (3.12, 2.44)
    Cyclophosphamid, CTNNBIP1 CTNND2 CYP2B6 (10.92, 3.17) E2F3
    Cyclophosphamide CYP2B6 E2F3 EGFR (2.71) GSTA1 (16.89) ILF3
    Monohydrate, EIF1AX EIF4EBP1 ERBB2 (3.78) MED13L (6.09) MELK
    Cyclophosphamide ERBB4 ESR1 ESR2 (6.04) MKI67 (5.91) NKAIN1
    Sterile, GAMT GFRA1 GSTA1 (22.33) RRM2 (3.30, 3.47)
    Cyclophosphamidum, GTF3C1 IGFBP4 ILF3 ST14 (2.22) STK39 (6.44,
    Cyclophosphan, IRS1 JMJD2B KIAA1467 6.78) ZNF552 (8.76, 2.45)
    Cyclophosphane, KIF3A MAPK14 MAPT ABCB1 (−3.59) AMFR (−5.37)
    Cyclophosphoramide, MED13L MELK METRN BTG3 (−7.01) CTNNBIP1 (−7.17)
    Cyclostin, MGMT MKI67 NAIP EGFR (−12.64) ERBB4
    Cyklofosfamid, NKAIN1 PGR PLOD1 (−3.94, −3.33) GAMT (−3.39, −2.43)
    Cytophosphan, PLOD3 RAMP1 RRM2 GFRA1 (−5.66) IGFBP4
    Cytoxan, Cytoxan, SCUBE2 SRM ST14 (−2.66) IRS1 (−13.62) PGR (−11.29)
    Lyoph, STK39 THNSL2 TP53 PLOD1 (−2.05)
    EndoxanEndoxan, R, ZNF552
    Endoxan-Asta,
    Endoxana, Endoxanal,
    Endoxane, Enduxan,
    Genoxal, Hexadrin
    Lyophilized, Cytoxan,
    Mitoxan, Neosar,
    Procytox, Rcra, Waste,
    Number, U058,
    Revimmune,
    Semdoxan, Sendoxan,
    Senduxan,
    Zyklophosphamid)
    IFOSFAMIDE 10 BCL2 CASP9 CYP2A6 5 CYP2B6 (10.92, 3.17) 11.00 4.08 122
    (Cyfos, Holoxan, 1000, CYP2B6 CYP3A4 CYP3A5 (3 + 2) DNMT1 (2.20) GSTP1 (3.00)
    IFEX, Ifex/Mesnex Kit, DNMT1 GSTM1 GSTP1 (50.0%) CYP3A4 (−7.84) CYP3A5 (−34.94)
    Ifosfamide/Mesna Kit, GSTT1
    Isoendoxan, Mitoxana,
    Naxamide)
    MELPHALAN 9 ABCC1 BIRC5 CASP2 5 ABCC1 (7.70) CASP2 (2.27) 6.40 6.40 355
    (Alkeran, L-PAM, L- CASP3 CDA GSTA1 (5 + 0) CASP3 (2.14) GSTA1 (16.89)
    Phenylalanine mustard, GSTP1 MGMT MGST2 (55.6%) GSTP1 (3.00)
    L-Sarcolysin, L-
    Sarcolysine, L-
    Sarkolysin, Levofalan,
    Melfalan, Mephalan,
    Phenylalanine mustard,
    Phenylalanine nitrogen
    mustard, Sarcolysine,
    Sarkolysin)
    DNA >> Alkylating agents >> Nitrosoureas
    CARMUSTINE 230 ABCB1 ABCC1 ACTC1 106 ABCC1 (7.70) AGT (3.57) 5.24 4.73 102
    (Becenun, Bi CNU, ACTG2 ACTN1 ADAM15 (50 + 56) AKT2 (2.40, 3.07, 2.01)
    BiCNU, Carmubris, ADAMTS4 ADCYAP1 (46.1%) ALAD (4.21) AMH (2.39)
    Gliadel, Gliadel Wafer, ADRA1B AGT AGTRL1 AQP8 (3.03) B4GALT5 (2.55,
    Nitrumon) AKT2 ALAD ALOX15B 2.84) BAIAP3 (2.18) BECN1
    AMH APC2 AQP8 (2.18) BICD1 (13.67) BLK
    ARGBP2 ARPC2 ARTN (3.63) CDC25C (8.00) CDK8
    ASMTL ATP1A3 ATP4B (2.39) CEACAM3 (2.96, 2.75)
    ATP5D ATP6V0C ATXN2L CHEK1 (4.69) CKM (20.86)
    AVPR1A B4GALT5 CLTCL1 (5.12) CRABP1
    BAIAP2 BAIAP3 BCL10 (3.09) CYP19A1 (2.64)
    BCL2 BCL2L1 BECN1 DHX16 (2.71) DVL1 (2.75,
    BICD1 BLK BMP7 BRF1 2.21) EIF2B1 (2.16) EPHX1
    CA6 CALB2 CCL2 CD151 (4.56) EZH2 (4.80) FNTA
    CD68 CD79A CD80 (3.94) FTH1 (2.42, 2.32,
    CDC25C CDK8 CDKN1A 2.35) FTL (3.51, 4.41, 3.40)
    CDX4 CEACAM3 CEBPB GCM1 (2.70) GOLGA2 (2.44,
    CHEK1 CHRM4 CHRNB3 2.57) GPR37 (2.96) GRB7
    CHRNG CKM CLTCL1 (2.78) GSR (10.75, 10.84)
    CNTNAP1 COL9A1 GSTA1 (16.89) GSTP1 (3.00)
    COX6A2 CRABP1 CRAT HNF1A (3.45) INPPL1 (2.26)
    CRYBB1 CST5 CTF1 KCNH2 (4.05) MAP4K2
    CTNNAL1 CYP19A1 (2.72) MAPK10 (3.15)
    DHX16 DNASE1L2 DVL1 MAT1A (6.12) MDK (17.02)
    ECM2 EEF1G EIF2B1 MED1 (2.44) NPAS1 (4.81)
    EIF6 EPHX1 ESRRA PRC1 (3.44) PTPN3 (2.46,
    EZH2 FBN1 FKBP1A 2.03) RAD51 (4.60)
    FNTA FOXJ1 FTH1 FTL SLCO1A2 (2.31) SMPD2
    FYN GABRA2 GABRA6 (2.55) SNCG (2.23) UGT8
    GAMT GAST GCM1 GDI1 (5.58, 9.40)
    GDI2 GFAP GHSR ABCB1 (−3.59) ACTG2 (−9.33)
    GNRHR GOLGA2 ACTN1 (−2.46, −2.62)
    GOLGA4 GP1BB GPR25 ADAMTS4 (−3.13, −5.12)
    GPR32 GPR37 GPR65 ADRA1B (−7.78) ALOX15B (−17.05)
    GRB7 GRN GSR GSTA1 ATP1A3 (−5.85)
    GSTM1 GSTM3 GSTP1 BAIAP2 (−4.34, −2.72, −3.14)
    GTF2F1 H2AFX HADHSC BCL10 (−2.16, −3.00) BMP7 (−16.37,
    HAGH HCFC1 HMGN2 −4.33) BRF1 (−3.38)
    HNF1A HOXA4 ICAM5 CALB2 (−5.76) CCL2 (−8.86)
    IDS IER3 IKBKG INPPL1 CD151 (−2.41) CD68 (−3.38)
    INSIG1 INSL3 IRS1 ISLR CDKN1A (−7.85, −4.44)
    ITGA3 ITIH1 KCNH2 COX6A2 (−2.12) CRAT (−3.15)
    KIF5A KRT17 KRT31 CST5 (−2.40) CTNNAL1
    LAD1 LAIR1 LAMB3 (−5.85) FBN1 (−2.95) FKBP1A
    LMX1B LOXL1 LRCH4 (−5.05) FOXJ1 (−5.38, −2.05)
    LRMP MAD1L1 MAP4K2 FYN (−2.59) GAMT (−3.39, −2.43)
    MAPK10 MAT1A MDK GDI2 (−2.36) GPR65 (−2.59)
    MED1 MGAT3 MGMT GSTM3 (−3.01) HOXA4
    MSR1 MUC2 MVD (−8.73) IER3 (−4.31) IRS1 (−13.62)
    MYBPH MYD88 MYOD1 KRT17 (−5.21) LAIR1
    MYOG NDUFC1 NKX2-2 (−2.82) LAMB3 (−23.74)
    NPAS1 NPBWR2 NRTN LOXL1 (−2.57) MAD1L1 (−2.73)
    OMP PAEP PAX8 PBX2 MGAT3 (−12.97) MSR1
    PCBD1 PCDHGC3 (−2.93, −2.73) MYBPH (−4.47)
    PCOLCE PCYT1A MYD88 (−2.51) NRTN (−7.31)
    PFKFB2 PFKM PFN1 PAX8 (−5.65) PCOLCE (−3.31)
    PIK3R3 PMS2L11 PZP (−2.82) RCN1 (−2.52,
    POLR2E PPM1G PRC1 −2.24) RNASE4 (−2.13)
    PRL PRM2 PSCD1 PTPN3 SGCA (−17.29) SLC16A2 (−6.80)
    PZP RAD23A RAD51 SNRPB2 (−2.25)
    RAD9 RCN1 RGR RIT2 SOCS1 (−5.85, −5.20) SPEG
    RNASE4 SEPT5 SFPQ (−5.28) ST8SIA1 (−6.37)
    SGCA SHMT2 SHOX TCF21 (−20.30) TSPAN4 (−3.44,
    SIAT1 SLC10A1 SLC16A2 −3.61) WIPF1 (−2.18, −3.58)
    SLC30A3 SLC6A2 ZYX (−3.12)
    SLCO1A2 SMARCD1
    SMPD2 SNAPC1 SNAPC3
    SNCG SNRPB2 SOCS1
    SPEG SPRR2B SRP14
    SRY ST8SIA1 STAM STS
    STX1B STXBP2 TAC1
    TCF21 TEGT TLE3
    TNFRSF11B TP53 TRAF1
    TSPAN4 TUBB TUBG1
    UGT8 UPF1 VGF WIPF1
    YWHAH ZBTB17 ZYX
    FOTEMUSTINE 2 MGMT TXNRD1 1 TXNRD1 (12.56) 12.56 12.56 627
    (Muphoran) (1 + 0)
    (50.0%)
    DNA >> Alkylating agents >> Platinum
    CARBOPLATIN 11 ALB BAX BCL2 BCL2L12 4 BCL2L12 (4.27) CASP3 3.76 3.03 82
    (Paraplatin, Paraplatin-AQ) BIRC2 CASP3 CASP9 (3 + 1) (2.14) PARP1 (2.68)
    DCT FAS PARP1 RBM17 (36.4%) FAS (−5.93)
    CISPLATIN 111 A2M ABCB1 ABCC1 54 ABCC1 (7.70) ABCC2 (4.39, 5.10 4.46 108
    (Abiplatin, Biocisplatinum, Briplatin, ABCC2 ABCC5 AKT1 (27 + 27) 5.45) ABCC5 (4.30, 6.53)
    Carboquone, Cis Pt II, Cismaplat, AKT2 AKT3 ALB APEX1 (48.6%) AKT2 (2.40, 3.07, 2.01)
    Cisplatine, Cisplatyl, Citoplationo, AXL BAX BCL2 BCL2L1 BCL2L12 (4.27) CASP2
    Lederplatin, Neoplatin, Plastin, Platamine, BCL2L12 BIRC2 BIRC3 (2.27) CASP3 (2.14) CASP8
    Platiblastin, Platidiam, Platinex, Platinol, BIRC5 CASP2 CASP3 (8.85, 2.67) CREBBP (2.11,
    Platinol-AQ, Platinoxan, Randa) CASP8 CASP9 CAT 2.52) ETV4 (2.09) GSTP1
    CDKN1A CFLAR CLU (3.00) HSPE1 (5.96) KRT4
    CNTF CREBBP CYCS (8.00) LASS4 (5.10) MCM2
    CYP3A4 DIABLO DPYD (3.39) MED1 (2.44) NCOA3
    EDN2 EGFR EP300 (3.29, 4.36, 3.16) NR1I2
    ERBB2 ERCC1 ERCC2 (3.23) PARP1 (2.68) PMAIP1
    ETV4 FADD FANCG FAS (12.40) PTK2 (2.54)
    FASLG FGFR3 FOSL1 SLC31A1 (2.02, 2.41)
    GDF15 GSTM1 GSTM3 SPINT2 (6.04) TF (9.84,
    GSTP1 GSTT1 GUK1 8.91) TXN (4.58, 5.09) TYMS
    HIF1A HSPE1 HTRA2 (3.69) VEGFA (2.60)
    IFITM1 IGFBP3 IL4R A2M (−4.77) ABCB1 (−3.59)
    ITGA9 ITGB4 JUN KRT19 AKT3 (−3.90, −3.96) BIRC3 (−2.84)
    KRT4 LASS4 MCM2 CAT (−3.31) CDKN1A (−7.85,
    MED1 MGMT MMP10 −4.44) CYP3A4 (−7.84)
    MMP15 MMP16 MRPS27 DPYD (−2.82, −4.07, −4.30)
    MT1A MT2A MT3 MVP EDN2 (−3.91) EGFR (−12.64)
    NAIP NCOA3 NOTCH4 FAS (−5.93) FGFR3 (−8.75)
    NR1I2 NTHL1 PARP1 GSTM3 (−3.01) IL4R (−4.02)
    PCNA PDIA3 PFDN5 ITGA9 (−2.21) JUN (−2.62)
    PGK1 PMAIP1 PRNP MMP10 (−2.05) MT1A (−7.47)
    PTEN PTGS2 PTK2 RB1 MT2A (−8.59, −9.15) MVP (−2.25)
    RHOC RPL36 RPS5 NOTCH4 (−2.63, −3.15)
    RUNX3 SFN SLC31A1 PFDN5 (−2.17) PRNP (−3.95)
    SOCS1 SPINT2 TF TP53 PTEN (−2.30, −2.56) PTGS2 (−36.04,
    TP73 TRAM1 TRAP1 −32.79) SOCS1 (−5.85,
    TUBA1A TXN TYMS −5.20) TRAM1 (−3.53)
    VEGFA XIAP XPA XRCC1
    ZFP36L1
    OXALIPLATIN 17 BCL2 BCL2L1 BIRC5 8 CCNA2 (5.27) CCNB1 (3.17) 5.20 3.95 139
    (DACPLAT, Eloxatin, Elplat, CCNA2 CCNB1 CCNE1 (6 + 2) CCNE1 (5.62) CDC2 (2.92)
    Foloxatine, Transplatin) CDC2 CDK2 CDKN1B (47.1%) GSTP1 (3.00) TYMS (3.69)
    EGFR ERCC1 ERCC2 EGFR (−12.64) IL8RA (−5.26)
    GSTP1 IL8RA MYC RB1
    TYMS
    DNA >> Alkylating agents >> Alkyl sulfonates
    BUSULFAN 5 GSTA1 GSTM1 GSTP1 2 GSTA1 (16.89) GSTP1 (3.00) 9.95 9.95 397
    (Busulfex, Citosulfan, Leucosulfan, MGMT MGST2 (2 + 0)
    Mablin, Mielevcin, Mielosan, Mielucin, (40.0%)
    Milecitan, Mileran, Misulban, Mitosan,
    Mitostan, Myeleukon, Myeloleukon,
    Myelosan, Mylecytan, Myleran, Myleran
    Tablets)
    DNA >> Alkylating agents >> Hydrazines
    PROCARBAZINE 1 MGMT
    (Matulane, Nathulane, Natulan, Natulan
    hydrochloride, Natulanar, Natunalar)
    DNA >> Alkylating agents >> Triazenes
    DACARBAZINE 22 APEX1 BIRC5 CASP3 9 CASP3 (2.14) CASP8 (8.85, 7.30 7.13 162
    (Deticene) CASP8 CD38 CD69 (5 + 4) 2.67) MAP3K1 (2.06, 2.62)
    CYP1A1 CYP1A2 EPO (40.9%) SLC2A1 (22.83) VEGFA
    IFNA1 IFNA2 IL8 IRF1 (2.60)
    MAP3K1 MAPK1 MAPK3 IL8 (−16.97) IRF1 (−2.23)
    MCL1 MGMT POLA2 MCL1 (−3.34) TNFSF10 (−7.51)
    SLC2A1 TNFSF10 VEGFA
    TEMOZOLOMIDE 10 AGT DCT MGMT MPG 3 AGT (3.57) PARP1 (2.68) 6.21 6.21 186
    (Temodal, Temodar) PARP1 PMAIP1 POLB (3 + 0) PMAIP1 (12.40)
    POLI POLL TP53 (30.0%)
    DNA >> Alkylating agents >> Aziridines
    THIOTEPA 5 GSTA1 GSTA2 GSTM1 3 GSTA1 (16.89) GSTA2 11.90 11.90 713
    (Thioplex, Thiotepa) GSTP1 MGMT (3 + 0) (15.07, 16.53) GSTP1 (3.00)
    (60.0%)
    DNA >> Alkylating agents >> Other
    ECTEINASCIDIN 743 4 CCNA2 CCNB1 CCNB2 4 CCNA2 (5.27) CCNB1 (3.17) 3.77 3.77 376
    (Trabectedin, ET-743, E2F1 (4 + 0) CCNB2 (4.19) E2F1 (2.45)
    Yondelis) (100.0%)
    DNA >> Spindle poisons/Mitotic inhibitors
    DNA >> Spindle poisons/Mitotic inhibitors >> Taxanes
    DOCETAXEL 33 ABCB1 ABCC1 ABCC2 15 ABCC1 (7.70) ABCC2 (4.39, 8.72 3.67 77
    (Taxotere) BCL2 BCL2L1 BIRC5 (7 + 8) 5.45) CASP3 (2.14)
    CASP3 CFLAR CYP19A1 (45.5%) CYP19A1 (2.64) GSTP1
    CYP1B1 CYP3A4 ERBB2 (3.00) PARP1 (2.68) VEGFA
    GSTP1 HIF1A HRAS IL6 (2.60)
    MAPK1 MAPK3 MDM2 ABCB1 (−3.59) CYP1B1 (−3.87)
    PAR1 PARP1 PGR POR CYP3A4 (−7.84) HRAS
    PTGS2 RAF1 RB1 SKP2 (−2.10) IL6 (−39.79) PGR (−11.29)
    TNF TNFRSF10B TP53 PTGS2 (−36.04, −32.79)
    TUBB TUBB1 VEGFA TNFRSF10B (−2.25)
    PACLITAXEL 129 ABCB1 ABCC1 ABCC2 65 ABCC1 (7.70) ABCC2 (4.39, 6.54 6.14 147
    (Epitaxol, LipoPac, AIFM1 AKR1C2 AKT1 (31 + 34) 5.45) AKT2 (2.40, 3.07, 2.01)
    Onxol, Paxceed, AKT2 AKT3 AMFR APAF1 (50.4%) ASPM (5.55, 8.12) AURKA
    Paxene, Taxol, Taxol A, ARR3 ASPM AURKA BAD (4.00) BECN1 (2.18) CA12
    Vascular Wrap, Xorane) BAX BBS4 BCL2 BCL2L1 (21.62, 17.07, 11.24, 25.25)
    BECN1 BID BIRC2 BIRC3 CASP3 (2.14) CASP8 (8.85,
    BIRC5 BMP7 BTG3 2.67) CCNB1 (3.17) CTNND2
    C7ORF23 CA12 CALCA (3.12, 2.44) CYP19A1 (2.64)
    CASP3 CASP7 CASP8 E2F3 (2.71) FTH1 (2.42,
    CASP9 CAV1 CCNB1 2.32, 2.35) FTL (3.51, 4.41,
    CCND1 CD46 CD47 3.40) GSTP1 (3.00) MED1
    CDKN1A CFLAR CLU (2.44) MED13L (6.09) MELK
    CTCF CTNND2 CTSL1 (6.04) NAT1 (2.39) NCOA3
    CXCR4 CXCR6 CXCR7 (3.29, 4.36, 3.16) NKAIN1
    CYCS CYP19A1 CYP2C8 (22.33) NR1I2 (3.23) PARP1
    CYP3A4 DIABLO E2F3 (2.68) PRC1 (3.44) RRM2
    EGFR ERBB4 FAS FASLG (3.30, 3.47) S100P (41.69)
    FDPS FTH1 FTL FURIN TOP2A (5.88) TYMS (3.69)
    FXYD3 GADD45A GAMT VEGFA (2.60) ZNF552 (8.76,
    GFRA1 GSTM1 GSTM5 2.45)
    GSTP1 GSTT1 HIF1A ABCB1 (−3.59) AKT3 (−3.90, −3.96)
    ICAM1 IFI30 IGFBP4 AMFR (−5.37) BIRC3 (−2.84)
    ITGB5 JMJD2B JUN BMP7 (−16.37, −4.33)
    KIAA1467 KIF3A KRT13 BTG3 (−7.01) CAV1 (−22.26, −24.68)
    MAPK1 MAPK14 MAPK3 CCND1 (−2.52) CD47
    MAPK8 MAPK9 MAPT (−6.41, −16.99) CDKN1A (−7.85,
    MCL1 MDM2 MED1 −4.44) CXCR4 (−2.72)
    MED13L MELK METRN CXCR6 (−2.50) CYP3A4 (−7.84)
    MMP9 MT1E MT2A MYC EGFR (−12.64) ERBB4
    NAT1 NCOA3 NFKB1 (−3.94, −3.33) FAS (−5.93)
    NFKBIA NKAIN1 NR1I2 FURIN (−2.72) FXYD3 (−2.65)
    PARP1 PDPK1 PMP22 GAMT (−3.39, −2.43) GFRA1
    POR PRC1 PTEN PTGS2 (−5.66) GSTM5 (−3.70, −6.54)
    RAMP1 RB1 RBL2 RELA ICAM1 (−8.24) IGFBP4 (−2.66)
    RFX5 RPL23A RPLP1 JUN (−2.62) MAPK8 (−2.06)
    RRM2 RTKN S100P MCL1 (−3.34) MMP9 (−10.90)
    SCUBE2 TFF1 THNSL2 MT1E (−15.67) MT2A
    TNFRSF10B TOP2A TP53 (−8.59, −9.15) NFKBIA (−4.00)
    TUBB TUBB1 TYMS PMP22 (−6.22) PTEN (−2.30, −2.56)
    VEGFA XIAP ZNF552 PTGS2 (−36.04, −32.79)
    TNFRSF10B (−2.25)
    DNA >> Spindle poisons/Mitotic inhibitors >> Vinca Alkaloids
    VINBLASTINE 13 ABCB1 ABCC1 ABCC2 9 ABCC1 (7.70) ABCC2 (4.39, 3.57 4.40 135
    (Nincaluicolflastine, Rozevin, CASP2 IKBKB JUN (4 + 5) 5.45) CASP2 (2.27) IKBKB
    Velban, Velbe Vinblastin, Vinblastina, MAPK8 MAPK9 NFATC4 (69.2%) (2.08, 2.59, 3.48)
    Vinblastine Sulfate, Vinblastinum, NFKBIA TNFRSF10B ABCB1 (−3.59) JUN (−2.62)
    Vincaleucoblastin, Vincaleucoblastine, TP53 TUBB2A MAPK8 (−2.06) NFKBIA (−4.00)
    Vincaleukoblastine, Vincoblastine) TNFRSF10B (−2.25)
    VINCRISTINE 70 ABCB1 ABCC1 ABCC2 31 ABCC1 (7.70) ABCC2 (4.39, 6.79 6.69 152
    (Marqibo, Onco TCS, Oncovin, Vincasar, AKT1 APAF1 APOA1 (16 + 15) 5.45) ASPM (5.55, 8.12)
    Vincasar PFS, Vincrex, Vincristine ASPM AURKA BAD BAX (44.3%) AURKA (4.00) CASP2 (2.27)
    Sulfate PFS, Vinkristin) BCL2 CASP1 CASP10 CASP3 (2.14) CASP8 (8.85,
    CASP2 CASP3 CASP4 2.67) CES1 (13.90) E2F1
    CASP5 CASP6 CASP7 (2.45) GULP1 (21.16, 15.15)
    CASP8 CASP9 CAT MAP3K7 (3.78) PRC1 (3.44)
    CEBPB CES1 CFTR CYC1 RARB (2.96) SLC2A1 (22.83)
    E2F1 EGFR FADD FAIM2 TYMS (3.69) XBP1 (2.26)
    GAPDH GSTM1 GULP1 ABCB1 (−3.59) CASP1 (−4.93)
    HRAS IAPP IGF1 IGF1R CASP4 (−2.29, −2.55)
    IL6 LMNA LMNB1 CASP5 (−2.47) CAT (−3.31)
    MAP2K4 MAP3K7 MAPK1 EGFR (−12.64) HRAS (−2.10)
    MDM2 MEF2A MGMT IGF1 (−5.82, −4.31, −5.16, −5.25)
    MYC NFKB1 P11 PCAF IL6 (−39.79) LMNA (−2.45)
    PRC1 PRNP PTK2B PCAF (−4.52, −6.85)
    PTPN13 RARB RBM17 PRNP (−3.95) PTPN13 (−3.49)
    RELA ROS1 RUNX3 ROS1 (−5.49) VDR (−6.07)
    SLC2A1 SOS1 STAT1
    STAT2 STAT3 TNF TP53
    TUBB2A TYMS VDR XBP1
    VINFLUNINE 1 TUBB1
    VINDESINE 1 TUBB1
    (DAVA, Eldesine, Eldisine)
    VINORELBINE 3 RBM17 SLC29A1 TUBB2A
    (Navelbine, Navelbine Base)
    DNA >> Spindle poisons/Mitotic inhibitors >> Other
    EPOTHILONES 17 BAX BCL2 BCL2L1 BIRC3 3 BIRC3 (−2.84) MCL1 (−3.34) 3.66 0.00 0
    MCL1 TUBA1 TUBA2 (0 + 3) TUBB4 (−4.81)
    TUBA3 TUBA6 TUBA8 (17.6%)
    TUBB1 TUBB2A TUBB2C
    TUBB3 TUBB4 TUBB4Q
    XIAP
    DNA >> Cytotoxic/Antitumor antibiotics
    DNA >> Cytotoxic/Antitumor antibiotics >> Anthracyclines
    DOXORUBICIN 444 ABCB1 ABCB1A ABCB4 198 ABCC1 (7.70) ABCC3 (8.66) 5.97 5.64 123
    (ADM, Adriablastin, ABCB5 ABCC1 ABCC3 (97 + 101) AKR1C3 (3.54) AKT2 (2.40,
    Adriamycin, Adriamycin ABCG2 ADAM19 (44.6%) 3.07, 2.01) ATM (2.79)
    PFS, Adriamycin RDF, ADAMTS5 AHCY AIFM1 BCL2L11 (3.13) BCL2L12
    Adriamycin AKR1A1 AKR1C2 AKR1C3 (4.27) BECN1 (2.18) BIK
    Semiquinone, AKT1 AKT2 AKT3 ALB (3.06) BUB1B (12.77) CA12
    Adriblastin, Adriblastina, AMFR ANGPT1 AP4E1 (21.62, 17.07, 11.24, 25.25)
    Caelyx, DM2, Doxil, APAF1 API5 APOA1 APP CABC1 (3.10) CASP2 (2.27)
    Doxo, Myocet, RDF ARHGEF1 ARHGEF17 CASP3 (2.14) CASP8 (8.85,
    Rubex, Resmycin, ARL6IP5 ATF4 ATM 2.67) CBR1 (6.01) CCNA2
    Rubex) ATP6V0E1 AZGP1 (5.27) CCNB1 (3.17) CCNE1
    B4GALT1 BACH1 BAD (5.62) CDC2 (2.92) CDC25C
    BAG1 BAK1 BAX BBS12 (8.00) CDKN2A (18.18, 9.22)
    BBS4 BCL2 BCL2A1 CENPA (3.86) CES1 (13.90)
    BCL2L1 BCL2L11 CHEK1 (4.69) CHEK2 (2.55)
    BCL2L12 BECN1 BID BIK CLIP1 (2.08) CPT1A (2.21)
    BIRC2 BIRC3 BIRC5 CREBBP (2.11, 2.52)
    BIRC6 BIRC7 BIRC8 CTNND2 (3.12, 2.44)
    BTG1 BTG2 BTG3 BUB1B CYP2B6 (10.92, 3.17) DEK
    BUB3 C21ORF87 (2.71) DNMT1 (2.20) DTYMK
    C5ORF13 C7ORF23 CA12 (2.69, 2.60) E2F1 (2.45)
    CABC1 CALD1 CAPN6 E2F3 (2.71) EGF (16.93)
    CASP1 CASP10 CASP2 EHMT2 (4.08, 2.31, 2.75)
    CASP3 CASP4 CASP5 ERBB3 (2.54, 3.81, 4.45)
    CASP6 CASP7 CASP8 ETV6 (2.09) FOXO3 (2.21)
    CASP9 CBR1 CCL2 FTL (3.51, 4.41, 3.40) G6PD
    CCNA2 CCNB1 CCND1 (5.12) GSTA1 (16.89) GSTP1
    CCND2 CCNE1 CD44 (3.00) GULP1 (21.16, 15.15)
    CDC2 CDC25C CDK10 HCRTR1 (2.33) HDAC1
    CDK2 CDKN1A CDKN1B (6.44) HFE (3.86, 3.08)
    CDKN2A CEBPB CENPA HSAJ2425 (2.32) HSPA9
    CES1 CFLAR CFTR (2.34) HSPB1 (4.23, 3.70,
    CHEK1 CHEK2 CHUK 3.27) HSPD1 (3.65, 5.01)
    CISH CLDN1 CLIP1 IKBKB (2.08, 2.59, 3.48) ILF3
    CLPTM1 CLU COL18A1 (3.78) KCNH2 (4.05) KRT18
    COX2 CPT1A CREBBP (3.49, 2.64, 3.00, 2.48) LY75
    CRISP2 CRYAA CRYAB (4.92) MAD2L1 (3.87)
    CSPG4 CTGF CTNNBIP1 MAP3K7 (3.78) MDK (17.02)
    CTNND2 CTSB CTSD MED13L (6.09) MELK (6.04)
    CTSG CXCL6 CYC1 MLL (2.05, 2.04) MME (3.38,
    CYCS CYP1A1 CYP27B1 4.93) MRPS18A (2.34)
    CYP2B6 DDEF1 DDIT3 NKAIN1 (22.33) NOLC1
    DEK DGKI DHPS DIABLO (2.54, 2.56) OXTR (4.19)
    DKK2 DNAJA1 DNMT1 PARP1 (2.68) PDCD5 (3.33)
    DPP4 DSPP DTYMK E2F1 PMAIP1 (12.40) PRKDC
    E2F3 ECHS1 ECOP EDN1 (2.47, 2.93) PROC (27.80)
    EFNB3 EGF EGFR EGR1 PSMB7 (2.15) PTK2 (2.54)
    EHMT2 EIF1AX EIF2A PTPRH (42.24) RAD51 (4.60)
    EIF4EBP1 EP300 EPHA2 RARB (2.96) RHCG (3.15)
    ERAP1 ERBB2 ERBB3 RRM2 (3.30, 3.47) SMAD3
    ERBB4 ESR1 ESR2 ETV6 (4.63, 3.78) SOD1 (2.68,
    F3 F7 FADD FAIM2 FAS 2.37) SSH3 (3.00, 3.18) ST14
    FASLG FCGR3A FDFT1 (2.22) STK39 (6.44, 6.78)
    FHL2 FKBP5 FKBP8 FN1 TCF3 (4.52, 3.83) TERT
    FOLR1 FOS FOXJ1 (3.67) TNFRSF25 (7.01)
    FOXO1 FOXO3 FSHB FTL TOP2A (5.88) TRIM28 (2.33)
    FTMT FUT4 G6PD TUBA4A (2.16) TYMS (3.69)
    GADD45G GAMT GAPDH UQCRH (3.18, 3.28) VEGFA
    GATA1 GDF15 GFI1B (2.60) ZMYM2 (3.03, 4.70)
    GFRA1 GLO1 GNRHR ZNF552 (8.76, 2.45)
    GP9 GPX1 GSK3B GSTA1 ABCB1 (−3.59) ADAMTS5 (−3.42)
    GSTA4 GSTP1 GTF3C1 AKT3 (−3.90, −3.96)
    GULP1 H2AFX HBG2 AMFR (−5.37) ANGPT1 (−13.77,
    HCRTR1 HDAC1 HFE −19.66) APP (−3.45)
    HGF HIF1A HIST1H2BC ARL6IP5 (−3.81, −3.50)
    HLA-DQB1 HLA-DRB4 ATP6V0E1 (−4.06) BCL2A1 (−18.59,
    HMP19 HNRNPM HRAS −2.78) BIRC3 (−2.84)
    HS3ST1 HSAJ2425 BTG2 (−3.68) BTG3 (−7.01)
    HSP90AA1 HSPA4 HSPA5 CAPN6 (−3.15) CASP1 (−4.93)
    HSPA8 HSPA9 HSPB1 CASP4 (−2.29, −2.55)
    HSPD1 HTRA1 HUWE1 CASP5 (−2.47) CCL2 (−8.86)
    IAPP IFNA1 IGF1 IGF1R CCND1 (−2.52) CCND2 (−7.50,
    IGFBP4 IKBKB IKBKG IL6 −3.63, −13.98) CD44 (−5.46)
    IL8 ILF3 IRS1 JAG2 CDKN1A (−7.85, −4.44)
    JMJD2B JUN KCNH2 CISH (−6.49, −6.90) CRISP2
    KCNJ13 KCNJ16 KDSR (−3.03) CRYAB (−3.91)
    KHSRP KIAA1467 KIF3A CSPG4 (−4.23) CTGF (−2.88)
    KLF2 KRT18 LGALS3 CTNNBIP1 (−7.17) CTSB (−2.39)
    LIG4 LIMA1 LMNA LMNB1 CTSD (−2.66) CTSG (−8.64)
    LY75 MAD2L1 MAP2K1 CXCL6 (−7.14) DKK2 (−2.84,
    MAP2K2 MAP2K3 −19.13) DPP4 (−21.02)
    MAP2K4 MAP2K6 EDN1 (−4.13) EFNB3 (−4.49)
    MAP3K7 MAP3K8 MAPK1 EGFR (−12.64) EGR1 (−6.04)
    MAPK14 MAPK3 MAPK8 ERBB4 (−3.94, −3.33) F3 (−3.63)
    MAPK9 MAPT MCL1 FAS (−5.93) FCGR3A (−2.85)
    MDH2 MDK MDM2 FN1 (−3.36, −3.49, −4.91)
    MED13L MEF2A MELK FOXJ1 (−5.38, −2.05)
    METAP2 METRN MFGE8 FOXO1 (−2.47, −3.13) GAMT
    MGMT MLL MLLT3 MME (−3.39, −2.43) GFRA1 (−5.66)
    MMP1 MMP2 MRPS18A GP9 (−2.54) HGF (−2.73, −6.54)
    MSH6 MT1G MT1L MT2A HLA-DQB1 (−3.19, −3.83)
    MTR MTSS1 MVP MYC HLA-DRB4 (−4.14)
    NAIP NBN NDUFB7 HRAS (−2.10) HSPA5 (−2.00)
    NFKB1 NFKB2 NFKBIA IGF1 (−5.82, −4.31, −5.16, −5.25)
    NID1 NKAIN1 NMBR IGFBP4 (−2.66) IL6 (−39.79)
    NOLC1 NOS2 NR4A1 IL8 (−16.97) IRS1 (−13.62)
    OR12D2 OR2F1 OXTR JUN (−2.62) KCNJ16 (−14.12)
    P11 P2RX2 P2RY6 KDSR (−2.45) KLF2 (−3.43,
    PARP1 PAX6 PCAF PCNA −2.31) LMNA (−2.45)
    PDCD5 PDPK1 PITX1 MAP2K3 (−3.18, −3.56)
    PLAU PLOD1 PLOD3 MAP2K6 (−4.53) MAPK8 (−2.06)
    PMAIP1 POLD4 POMT2 MCL1 (−3.34) MMP1 (−58.24)
    POR PPARD PPT2 MMP2 (−4.48) MT1G (−11.42,
    PRKACA PRKCA PRKCD −6.38) MT1L (−11.08)
    PRKDC PRL PRNP PROC MT2A (−8.59, −9.15) MTSS1
    PROCR PSMA1 PSMA2 (−2.60) MVP (−2.25) NFKBIA
    PSMA3 PSMA4 PSMA5 (−4.00) NR4A1 (−5.37) PCAF
    PSMA6 PSMA7 PSMB2 (−4.52, −6.85) PLOD1 (−2.05)
    PSMB3 PSMB7 PTEN PRKCA (−3.26) PRNP (−3.95)
    PTGS2 PTK2 PTK2B PROCR (−2.63) PTEN (−2.30,
    PTPN13 PTPRH RAD51 −2.56) PTGS2 (−36.04, −32.79)
    RALBP1 RAMP1 RARB PTPN13 (−3.49) RELB
    RB1 RBL1 RBL2 RBM17 (−2.34) ROS1 (−5.49)
    RBPMS REL RELA RELB SERPINE1 (−2.71)
    RGS13 RHCG ROS1 SLC22A16 (−13.33) SLIT3 (−4.84)
    RRM2 RUNX1 RUNX3 SMAD2 (−2.15, −3.51)
    SAT SCNN1G SCUBE2 SMAD7 (−2.99) TGM2 (−6.85,
    SEC22B SERPINE1 −4.62) THBD (−5.54) THBS1
    SERPINH1 SKP2 (−2.30, −3.06) TMSB4X (−2.05)
    SLC22A16 SLC22A5 TNFRSF10B (−2.25)
    SLC29A1 SLC38A2 TNFSF10 (−7.51) TRIM34 (−3.03)
    SLC5A5 SLC9A1 SLIT3 TUBB4 (−4.81) UPP1 (−3.24,
    SMAD2 SMAD3 SMAD4 −2.71, −2.28) VDR (−6.07)
    SMAD7 SMC1A SOD1 ZFP36L2 (−2.99)
    SOD2 SOS1 SP1 SPARC
    SPHK2 SRM SSH3 ST14
    STAT1 STAT2 STAT3
    STK39 STMN1 STX3
    TAGLN TCF3 TERT TFF1
    TGFB1 TGM2 THBD
    THBS1 THNSL2 TIA1
    TLX3 TMSB4X TNF
    TNFRSF10A TNFRSF10B
    TNFRSF1A TNFRSF1B
    TNFRSF25 TNFSF10
    TOMM20 TOP2A TOP2B
    TP53 TP73 TRAP1
    TRIM23 TRIM28 TRIM34
    TRP53 TTPA TUBA4A
    TUBB TUBB4 TYMS
    UGCG UGT2B4 UPP1
    UQCRH VDR VEGFA
    XIAP ZFP36L2 ZMYM2
    ZNF22 ZNF552
    EPIRUBICIN 7 ABCB1 ABCC1 ABCG2 4 ABCC1 (7.70) CASP3 (2.14) 4.83 5.24 224
    (Ellence, Epi-Dx, Epiadriamycin, BIRC5 CASP3 CHD1 (3 + 1) TOP2A (5.88)
    Epidoxorubicin, Epirubicina, Epirubicine, TOP2A (57.1%) ABCB1 (−3.59)
    Epirubicinum, IMI 28, Pharmorubicin Pfs,
    Pidorubicina, Pidorubicine,
    Pidorubicinum, Ridorubicin)
    DNA >> Cytotoxic/Antitumor antibiotics >> Anthracenediones
    MITOXANTRONE 25 ABCB1 ABCG2 AMOTL1 11 CASP2 (2.27) ELAVL4 (8.24, 5.46 5.64 135
    (Mitox, Novantron, BIRC2 CASC3 CASP2 (6 + 5) 12.95) RARB (2.96) SYTL2
    Novantrone) ELAVL4 ELOVL5 (44.0%) (10.42, 7.94) TMEM99 (2.94)
    EPB41L2 FAM130A1 IRX1 TOP2A (5.88)
    LAMA2 LEMD2 MAFF ABCB1 (−3.59) AMOTL1 (−9.67,
    MDM2 PACRGL RARB −12.72) IRX1 (−2.23)
    RASA1 RBM17 RRAGD LAMA2 (−5.62) MAFF (−3.57)
    SFRP4 SYTL2 TMEM99
    TOP2A XIAP
    DNA >> Cytotoxic/Antitumor antibiotics >> Streptomyces
    BLEOMYCIN 7 BIRC2 BLMH CAT LIG1 4 LIG1 (3.03) LIG3 (2.27) 3.53 2.65 75
    (Bleo, Bleonexane) LIG3 SOCS1 XRCC1 (2 + 2) CAT (−3.31) SOCS1 (−5.85, −5.20)
    (57.1%)
    MITOMYCIN 25 ALDH3A1 APP ATF4 13 ALDH3A1 (12.05) BMP4 5.50 6.14 196
    (Ametycin, Ametycine, BMP4 CCNB1 CD59 (8 + 5) (3.33) CCNB1 (3.17) GSTP1
    Mit-C, Mito-C, Mitocin- EGR1 EPHA2 GSTP1 (52.0%) (3.00) LIG1 (3.03) NFYA
    C, Mitomycin C, HLA-C LIG1 MAPRE1 (2.84) NQO1 (18.75) RFC4
    Mitomycin-C, MGMT MMP14 NFYA (2.95)
    Mitomycinum, NQO1 POR PRNP RB1 APP (−3.45) CD59 (−8.71, −4.89,
    Mitomycinum C, RBBP7 RFC4 RPS3A −4.77, −7.00) EGR1 (−6.04)
    Mitomycyna C, RUNX3 SUB1 TP53 PRNP (−3.95) RPS3A (−2.73,
    Mitozytrex, Muamycin, −2.31, −2.81, −2.51, −2.45, −2.68)
    Mutamycin, Mytomycin,
    Mytozytrex)
    DNA >> Cytotoxic/Antitumor antibiotics >> Other
    HYDROXYUREA 21 BAX C13ORF34 CASP3 13 CASP3 (2.14) CCNA2 (5.27) 4.64 4.27 162
    (Biosupressin, Droxia, CCNA2 CCNB1 CCND1 (8 + 5) CCNB1 (3.17) CCNE1 (5.62)
    Hidrix, Hydrea, Hydreia, CCND2 CCND3 CCNE1 (61.9%) CDCA8 (2.55) KPNA2 (2.49)
    Hydura, Hydurea, CCNG1 CDCA8 CDKN1A PRC1 (3.44) UBE2C (9.47)
    Litaler, Litalir, Onco- CKS2 EDN3 FAS KPNA2 CCND1 (−2.52) CCND2 (−7.50,
    Carbide, Oxyurea, PRC1 PSRC1 RRM1 TP53 −3.63, −13.98) CCNG1 (−3.23)
    Ureaphil) UBE2C CDKN1A (−7.85, −4.44)
    FAS (−5.93)
    DNA >> Topoisomerase inhibitors
    DNA >> Topoisomerase inhibitors >> Camptotheca
    CAMPTOTHECIN 47 ABCB1 AGRN ALB ANXA4 20 CASP2 (2.27) CASP3 (2.14) 4.28 2.70 46
    BAX BCL2 BIRC5 CAB39 (8 + 12) CCNB1 (3.17) CEACAM1
    CASP2 CASP3 CCNB1 (42.6%) (2.43, 2.23) GSTP1 (3.00)
    CDK2 CDKN1A CEACAM1 PARP1 (2.68) PRC1 (3.44)
    CEBPZ CTSB EI24 VEGFA (2.60)
    EPM2AIP1 FDXR GSTP1 ABCB1 (−3.59) CDKN1A (−7.85,
    HNRNPC IL1B IL8 JUN −4.44) CTSB (−2.39)
    MAP2K3 MAP3K5 MAPK9 IL1B (−12.47) IL8 (−16.97)
    MDM2 NCK2 PARP1 PLK3 JUN (−2.62) MAP2K3 (−3.18, −3.56)
    PPP1R1B PRC1 RB1 PLK3 (−2.94) PPP1R1B
    RBL1 RBL2 SDC1 TAP1 (−5.77) SDC1 (−2.52) THBS1
    TAX1BP3 THBS1 TNFSF9 (−2.30, −3.06) TNFSF9 (−2.43)
    TOP1 TP53 TP53I3
    TP53TG1 VEGFA XIAP
    TOPOTECAN 7 ABCG2 ARNT H2AFX 1 VEGFA (2.60) 2.60 2.60 37
    (Hycamptamine, HIF1A TOP1 TOP1MT (1 + 0)
    Hycamptin, Hycamtin) VEGFA (14.3%)
    IRINOTECAN 204 ABCB1 ABCC1 ABCC2 104 ABCC1 (7.70) ABCC2 (4.39, 7.59 6.54 169
    (CP0, Camptosar, ABCC4 ABCG2 ADD3 (53 + 51) 5.45) ABCC4 (2.34) AURKB
    IRINOTECAN, CPT-11) AKAP10 ALAS2 ALDH1A1 (51.0%) (2.61) BCL9 (5.39) BUB1
    ANGPTL2 ANXA6 APC (2.75) CCNA2 (5.27) CCNB2
    ARAF AREG ARHGAP5 (4.19) CCNF (2.52) CCR6
    ARID4A ATF3 ATG10 (2.28) CDC2 (2.92) CDKN3
    ATP5O AURKB BCL7A (5.50) CENPF (7.39, 8.14)
    BCL9 BIRC5 BMP8A CES1 (13.90) CES3 (10.19)
    BOLL BUB1 CASP4 CREBBP (2.11, 2.52)
    CCNA2 CCNB2 CCNF CYP2B6 (10.92, 3.17)
    CCR1 CCR6 CD70 CD80 CYP2C9 (3.97) CYP2D6
    CDC2 CDC25B CDC2L5 (3.52, 3.15) DENND4A (2.86,
    CDK5R2 CDKN1A CDKN3 2.30) DYRK2 (3.69, 2.90,
    CENPE CENPF CES1 2.19, 2.26) EML2 (4.55)
    CES2 CES3 CHD1 ETV6 (2.09) GATA3 (6.10)
    COL6A1 COMMD6 GOLGA8A (8.56) MAD2L1
    CREBBP CYP1A2 (3.87) MCM4 (4.63) MX2
    CYP2A6 CYP2B6 (2.64) NEK2 (23.93, 26.08)
    CYP2C19 CYP2C8 PLEKHH3 (2.59) PLK1 (2.97,
    CYP2C9 CYP2D6 CYP2E1 2.70) PMAIP1 (12.40)
    CYP3A4 CYP3A5 PROM1 (4.29) PTGES (9.53)
    DCLRE1A DDB2 DEFA1 RAC3 (2.23) RAD23B (2.57,
    DENND4A DMWD DNMT2 2.55, 4.15) RBBP5 (2.08,
    DPYD DRD5 DRG1 2.99) RFC3 (4.94, 4.23) SPIB
    DUSP2 DYRK1A DYRK2 (4.00) STK38 (4.45, 4.62)
    EBI2 EGFR EGR1 EML2 STK4 (2.65) TAF2 (2.17,
    EP300 ERBB4 ETS2 ETV6 2.48) TBCC (2.21, 2.21)
    F8 FANCG FASLG FGF2 TOB1 (2.20) TOP2A (5.88)
    FN1 FOS FOSB GATA3 TPX2 (5.74) TTK (20.36)
    GDF15 GOLGA8A TYMS (3.69) UBE2C (9.47)
    GPR109B GPX3 H2AFX UGT1A6 (35.81, 53.16)
    HBEGF HIST1H2AC UGT1A8 (30.25) YES1 (2.33)
    HMMR HRG HSPA4L ID2 ZFX (2.61)
    IGF1 IL1B IL8 ITGAV ABCB1 (−3.59) ALAS2 (−5.81,
    ITGAX ITGB3BP JUN −8.89) ANGPTL2 (−2.89, −3.89)
    KLF9 KRT5 LGALS8 LTF ANXA6 (−3.31) AREG (−119.30)
    MAD2L1 MAL MALL CASP4 (−2.29, −2.55)
    MAP3K5 MCF2L MCM4 CCR1 (−2.53, −4.69) CDKN1A
    MDM2 MEF2B MGMT (−7.85, −4.44) COL6A1 (−3.54)
    MMP9 MPO MSH2 CYP3A4 (−7.84) CYP3A5 (−34.94)
    MTHFS MX2 NCK1 DPYD (−2.82, 4.07, −4.30)
    NCOA1 NEK2 NID1 OSMR EBI2 (−5.77) EGFR (−12.64)
    PCDHGC3 PDE4B EGR1 (−6.04) ERBB4
    PLEKHH3 PLK1 PLK2 (−3.94, −3.33) ETS2 (−3.94 −5.62,
    PLK3 PMAIP1 POR −5.40) F8 (−3.51, −2.90)
    PPP3CB PRKCA PRKCB FGF2 (−9.80) FN1 (−3.36, −3.49,
    PRKCD PRKCI PROM1 −4.91) GPX3 (−4.85)
    PSG9 PTGES PTPN13 HBEGF (−5.28, −5.37)
    PTPN22 PTPRD PTPRN HSPA4L (−2.34) ID2 (−2.96, −3.38)
    RAC3 RAD23B RB1 IGF1 (−5.82, −4.31, −5.16,
    RBBP5 RBL1 RELA RFC3 −5.25) IL1B (−12.47) IL8
    RGS1 RUNX1 SDC4 (−16.97) ITGAX (−2.53, −2.13)
    SERPINE2 SESN2 SFN ITGB3BP (−2.46) JUN (−2.62)
    SGK SLC16A4 SLC9A3R2 KLF9 (4.25) KRT5 (−12.89)
    SNAG1 SPIB STK38 STK4 LGALS8 (−2.28) LTF (−20.86)
    SULT1A4 TAF2 TBCC MAL (−7.99) MALL (−2.75, −2.73)
    TGFA THY1 TMEM41B MMP9 (−10.90) OSMR
    TMSB4X TNFAIP6 TOB1 (−5.11, −3.52) PDE4B (−5.96)
    TOB2 TOP1 TOP1MT PLK3 (−2.94) PPP3CB (−2.30)
    TOP2A TOPORS TP53 PRKCA (−3.26) PTPN13 (−3.49)
    TPX2 TRADD TRAF1 TTK PTPRD (−6.35) SESN2
    TYMP TYMS UBE2C (−2.98) SLC16A4 (−7.88)
    UCHL5 UGT1A1 UGT1A10 TMEM41B (−2.16) TMSB4X (−2.05)
    UGT1A6 UGT1A7 TNFAIP6 (−22.06)
    UGT1A8 UGT1A9 XRCC4 TYMP (−3.83, −5.95) ZFP36L2 (−2.99)
    YES1 ZFP36L2 ZFX
    ZNF32 ZNF582 ZRSR2
    DNA >> Topoisomerase inhibitors >> Podophyllum
    ETOPOSIDE 102 ABCB1 ABCC1 ABCC2 53 ABCC1 (7.70) ABCC2 (4.39, 8.65 6.31 167
    (Eposin, Etopophos, Lastet, Toposar, ABCC3 AGRN AKT1 (27 + 26) 5.45) ABCC3 (8.66)
    Vepesid, Vepesid J, Zuyeyidal) ALDH3A1 ANXA4 AREG (52.0%) ALDH3A1 (12.05) BIK (3.06)
    ATF4 BAK1 BCL2 BCL2L1 BRCA1 (3.05) CASP2 (2.27)
    BCL2L2 BIK BIRC2 BIRC3 CASP3 (2.14) CCNA2 (5.27)
    BIRC5 BRCA1 BTC CEACAM1 (2.43, 2.23)
    CAB39 CALCA CASP2 CYP2B6 (10.92, 3.17)
    CASP3 CASP7 CASP9 CYP2C9 (3.97) EGF (16.93)
    CCNA2 CD44 CDK2 ERBB3 (2.54, 3.81, 4.45)
    CDKN1A CDKN1B ETV6 (2.09) FOXO3 (2.21)
    CEACAM1 CEBPZ CFLAR GSTP1 (3.00) PARP1 (2.68)
    CYP27B1 CYP2A6 PRC1 (3.44) RAD52 (7.35)
    CYP2B6 CYP2C8 CYP2C9 RAD54L (8.38) TOP2A (5.88)
    CYP3A4 CYP3A5 DDIT3 TYMS (3.69) UBE2C (9.47)
    EGF EGFR EI24 UGT1A8 (30.25) WRN (3.29)
    EPM2AIP1 ERBB2 ERBB3 XRCC2 (5.72)
    ERBB4 EREG ETV6 FDXR ABCB1 (−3.59) AREG (−119.30)
    FOXO1 FOXO3 GSTM1 BIRC3 (−2.84) BTC (−3.47,
    GSTP1 HBEGF HSPA5 −22.42) CD44 (−5.46)
    MAP2K3 MAP2K7 CDKN1A (−7.85, −4.44)
    MAP3K5 MCL1 MDM2 CYP3A4 (−7.84) CYP3A5 (−34.94)
    NCK2 NFKBIA PARP1 EGFR (−12.64) ERBB4
    PLK3 PRC1 PRNP PTEN (−3.94, −3.33) EREG (−25.83)
    RAD52 RAD54L RBM17 FOXO1 (−2.47, −3.13) HBEGF
    RUNX1 RUNX3 SDC1 (−5.28, −5.37) HSPA5 (−2.00)
    TAP1 TAX1BP3 TGFA MAP2K3 (−3.18, −3.56) MCL1
    TMSB4X TNFRSF10A (−3.34) NFKBIA (−4.00) PLK3
    TNFRSF10B TNFSF10 (−2.94) PRNP (−3.95) PTEN (−2.30,
    TNFSF9 TOP2A TOP2B −2.56) SDC1 (−2.52)
    TP53 TP53I3 TP53TG1 TMSB4X (−2.05) TNFRSF10B
    TP73 TYMS UBE2C (−2.25) TNFSF10 (−7.51)
    UGT1A1 UGT1A3 TNFSF9 (−2.43) VDR (−6.07)
    UGT1A8 VDR WRN XAF1
    XIAP XRCC2 XRCC3
    XRCC4
    DNA >> Other
    DNA >> Other >> All
    BEXAROTENE 68 ADD3 ADRB2 AKR1C1 39 AKR1C1 (31.20, 14.60, 8.93 12.16 214
    (Targret, Targretin, Targretin-gel, AKR1C3 AMOTL2 (12 + 27) 19.24, 4.57) AKR1C3 (3.54)
    Targretyn, Targrexin) ARL6IP5 ASNS BNIP2 (57.4%) CYP26A1 (99.46) KRT15
    C10ORF10 C10ORF116 (2.99) PER2 (3.13) PNO1
    CEBPG COX2 CTH CTSH (3.43) RARB (2.96) RXRB
    CYCS CYP26A1 CYR61 (2.45) SLC7A1 (3.17)
    DDIT4 DHRS3 DKK1 SLC7A5 (2.98) UAP1 (2.13)
    DUSP1 DUSP5 EGR3 XBP1 (2.26)
    EIF1 EPHA2 GARS ADRB2 (−10.39) AMOTL2 (−2.31)
    GPM6B HERPUD1 ID1 ARL6IP5 (−3.81, −3.50)
    IER2 IGFBP6 IL15 ITGB6 ASNS (−3.65) CTH (−4.18)
    ITM2A ITPR1 KLF10 CTSH (−3.47) CYR61 (−3.69, −2.81,
    KRT15 KRT17 LOXL2 −3.06) DDIT4 (−2.17)
    MAF MAFF MLLT11 DKK1 (−16.44) DUSP1 (−5.64)
    MMP1 MTHFD2 ODC1 GPM6B (−11.99) ID1 (−2.07)
    PER2 PLAT PLAUR IGFBP6 (−3.88) IL15 (−2.46)
    PLOD2 PNO1 PNRC1 ITGB6 (−21.40) ITM2A (−3.63)
    RARB RB1 RXRB S100A9 ITPR1 (−2.44) KLF10 (−2.47)
    SCD SFRS2 SIAH2 KRT17 (−5.21) MAF (−2.53, −3.02)
    SLC7A1 SLC7A5 SMAD5 MAFF (−3.57) MMP1 (−58.24)
    SPARC TGM2 TM4SF1 PLAUR (−5.48) PLOD2
    TSC22D3 UAP1 VAMP8 (−2.46) S100A9 (−2.26) SCD
    XBP1 (−8.09, −15.46, −10.15) TGM2
    (−6.85, −4.62)
    Cellular
    Cellular >> CI monoclonal antibodies
    Cellular >> CI monoclonal antibodies >> Receptor tyrosine kinase
    CETUXIMAB 1 EGFR 1 EGFR (−12.64) 12.64 0.00 0
    (Erbitux) (0 + 1)
    (100.0%)
    TRASTUZUMAB 2 EGFR ERBB2 1 EGFR (−12.64) 12.64 0.00 0
    (Herceptin) (0 + 1)
    (50.0%)
    Cellular >> CI monoclonal antibodies >> Anti-CD20
    RITUXIMAB 1 MS4A1 1 MS4A1 (7.61) 7.61 7.61 761
    (Rituxan) (1 + 0)
    (100.0%)
    TOSITUMOMAB 1 MS4A1 1 MS4A1 (7.61) 7.61 7.61 761
    (Bexxar) (1 + 0)
    (100.0%)
    Cellular >> CI monoclonal antibodies >> Other
    ALEMTUZUMAB 1 CD52 1 CD52 (−5.80) 5.80 0.00 0
    (Campath, (0 + 1)
    MabCampath) (100.0%)
    BEVACIZUMAB 1 VEGFA 1 VEGFA (2.60) 2.60 2.60 259
    (Avastin) (1 + 0)
    (100.0%)
    EDRECOLOMAB 1 TACSTD1
    (Panorex)
    GEMTUZUMAB 1 CD33 1 CD33 (−3.02, −3.56) 3.29 0.00 0
    (Mylotarg) (0 + 1)
    (100.0%)
    Cellular >> Tyrosine kinase inhibitors
    Cellular >> Tyrosine kinase inhibitors >> All
    AXITINIB 6 FLT1 FLT4 KDR KIT 5 FLT1 (−2.68) FLT4 (−2.80) 10.12 0.00 0
    PDGFRA PDGFRB (0 + 5) KDR (−2.85, −2.51) KIT (−38.04)
    (83.3%) PDGFRA (−4.21, −4.58)
    BOSUTINIB 3 ABL1 BCR SRC 3 ABL1 (3.58) SRC (2.09) 2.69 2.84 189
    (2 + 1) BCR (−2.40)
    (100.0%)
    CEDIRANIB 2 FLT1 FLT4 2 FLT1 (−2.68) FLT4 (−2.80) 2.74 0.00 0
    (Recentin) (0 + 2)
    (100.0%)
    DASATINIB 11 ABL1 ABL2 BCR EPHA2 6 ABL1 (3.58) SRC (2.09) 8.51 2.67 72
    (Sprycel) FYN KIT LCK PDGFRB (3 + 3) YES1 (2.33)
    SRC STAT5B YES1 (54.5%) BCR (−2.40) FYN (−2.59) KIT
    (−38.04)
    ERLOTINIB 1 EGFR 1 EGFR (−12.64) 12.64 0.00 0
    (Tarceva) (0 + 1)
    (100.0%)
    GEFITINIB 48 ABCG2 ADORA1 AREG 22 CYP2C9 (3.97) CYP2D6 13.20 6.42 66
    (Iressa, Irressat, Tarceva) AVEN CGRRF1 (5 + 17) (3.52, 3.15) EGF (16.93)
    COL4A3BP CORO1C (45.8%) GCLC (7.00, 3.83) NRL
    CYP1A2 CYP2C19 (2.45)
    CYP2C9 CYP2D6 CYP2F1 ADORA1 (−2.74) AREG (−119.30)
    CYP3A4 CYP3A5 DUSP3 COL4A3BP (−2.58)
    DUSP9 EGF EGFR EPOR CORO1C (−3.41, −5.23)
    EPS15 ERBB2 ESR1 CYP2F1 (−2.63) CYP3A4 (−7.84)
    FGF6 GADD45A CYP3A5 (−34.94) EGFR
    GADD45G GARS GCLC (−12.64) HBEGF (−5.28, −5.37)
    GNB2 GUCY2D HBEGF IFI6 (−7.89) IL8 (−16.97)
    IFI6 IL8 LEPR MAPK1 LEPR (−22.59, −4.51) NPTX2
    MAPK3 MLH1 NFKB1 (−11.45) OSMR (−5.11, −3.52)
    NPTX2 NRL OSMR PHLDA2 (−3.07) QSOX1 (−4.99)
    PHLDA2 QSOX1 RBM7 SKI (−4.75, −2.71, −3.52)
    RPA1 SFN SKI TGFA
    TNFRSF1B
    IMATINIB 29 ABCB1 ABCG2 ABL1 11 ABL1 (3.58) DDR1 (3.07, 7.04 3.06 31
    (Gleevec, Glivec) AKT1 BCL2L1 BCR BIRC5 (3 + 8) 2.69, 3.21) VEGFA (2.60)
    CCND3 CD69 CSF1R (37.9%) ABCB1 (−3.59) BCR (−2.40)
    DDR1 FGFR3 FRAP1 FGFR3 (−8.75) IGF1 (−5.82, −4.31,
    HMOX1 IGF1 IL2RA KIT −5.16, −5.25) IL2RA(−2.77,
    LCK MAPK1 MAPK3 −4.16) KIT (−38.04)
    NFKB1 NTRK1 PDGFRA PDGFRA (−4.21, −4.58) WT1
    PDGFRB RB1 RELA RET (−2.49)
    VEGFA WT1
    LAPATINIB 11 AKT1 BIRC5 CCND1 3 CCNE1 (5.62) 6.93 5.62 51
    (Tycerb, Tykerb) CCNE1 CDK2 CDKN1B (1 + 2) CCND1 (−2.52) EGFR (−12.64)
    EGFR ERBB2 ESR1 (27.3%)
    MAPK1 MAPK3
    LESTAURTINIB 1 FLT3 1 FLT3 (−8.47) 8.47 0.00 0
    (0 + 1)
    (100.0%)
    NILOTINIB 5 ABL1 BCR KIT PDGFRA 4 ABL1 (3.58) 12.11 3.58 71
    (Ketek) PDGFRB (1 + 3) BCR (−2.40) KIT (−38.04)
    (80.0%) PDGFRA (−4.21, −4.58)
    SEMAXANIB 1 KDR 1 KDR (−2.85, −2.51) 2.68 0.00 0
    (0 + 1)
    (100.0%)
    SORAFENIB 18 BAK1 BAX BCL2 BCL2L1 9 BCL2L11 (3.13) BRAF (2.27) 7.63 3.32 73
    (Nexavar) BCL2L11 BID BRAF (4 + 5) CASP3 (2.14) CASP8 (8.85,
    CASP3 CASP8 CYCS (50.0%) 2.67)
    FLT3 FLT4 KDR KIT MCL1 FLT3 (−8.47) FLT4 (−2.80)
    PDGFRB RAF1 XIAP KDR (−2.85, −2.51) KIT (−38.04)
    MCL1 (−3.34)
    SUNITINIB 11 BRAF CSF1R FLT1 FLT3 7 BRAF (2.27) 8.76 2.27 20
    (SU-11248, Sutent) FLT4 KDR KIT PDGFRA (1 + 6) FLT1 (−2.68) FLT3 (−8.47)
    PDGFRB RAF1 RET (63.6%) FLT4 (−2.80) KDR (−2.85, −2.51)
    KIT (−38.04) PDGFRA
    (−4.21, −4.58)
    VANDETANIB 2 EGFR KDR 2 EGFR (−12.64) KDR (−2.85, −2.51) 7.66 0.00 0
    (Zactima) (0 + 2)
    (100.0%)
    Cellular >> mTOR inhibitors
    Cellular >> mTOR inhibitors >> All
    TEMSIROLIMUS 6 CCND1 EIF4EBP1 ESR1 2 RPS6KB1 (2.20, 2.29) 2.38 2.25 37
    (Torisel) FRAP1 RB1 RPS6KB1 (1 + 1) CCND1 (−2.52)
    (33.3%)
    EVEROLIMUS 11 AKT1 CCND1 CCND2 3 RPS6KB1 (2.20, 2.29) 4.38 2.25 20
    (Certican) CCND3 EIF4E EIF4EBP1 (1 + 2) CCND1 (−2.52) CCND2 (−7.50,
    EIF4G1 FRAP1 RB1 RPS6 (27.3%) −3.63, −13.98)
    RPS6KB1
    Cellular >> Cyclin-dependant kinase inhibitors
    Cellular >> Cyclin-dependant kinase inhibitors >> All
    FLAVOPIRIDOL 35 BAG1 BAX BCL2 BCL2L1 13 CASP3 (2.14) CASP8 (8.85, 3.91 3.04 60
    (HMR-1275, Alvocidib) BID BIRC3 BIRC5 CASP3 (7 + 6) 2.67) CCNB1 (3.17) CDC2
    CASP8 CASP9 CCNB1 (37.1%) (2.92) CDK6 (2.18, 2.25)
    CCND1 CDC2 CDK2 CDK8 (2.39) PARP1 (2.68)
    CDK4 CDK5 CDK6 CDK7 BIRC3 (−2.84) CCND1 (−2.52)
    CDK8 CDK9 CDKN1A CDKN1A (−7.85, −4.44) EGFR
    CDKN1B CYCS DIABLO (−12.64) MAPK8 (−2.06)
    EGFR H2AFX HTRA2 MCL1 (−3.34)
    MAPK14 MAPK8 MCL1
    PARP1 PYGM RB1 TP53
    XIAP
    ROSCOVITINE 17 BAX BIRC5 CASP3 5 CASP3 (2.14) CDC2 (2.92) 3.35 2.43 42
    (Seliciclib) CASP9 CDC2 CDK4 CDK5 (3 + 2) CDK6 (2.18, 2.25)
    CDK6 CDKN1A CYCS (29.4%) CDKN1A (−7.85, −4.44) MCL1
    DIABLO MCL1 PDCD8 (−3.34)
    RB1 SP1 TP53 XIAP
    Cellular >> Other
    Cellular >> Other >> All
    AFLIBERCEPT 1 VEGFA 1 VEGFA (2.60) 2.60 2.60 259
    (VEGF Trap) (1 + 0)
    (100.0%)
    DENILEUKIN 3 IL2RA IL2RB IL2RG 1 IL2RA (−2.77, −4.16) 3.47 0.00 0
    DIFTITOX (0 + 1)
    (Ontak) (33.3%)
    Other/Ungrouped
    Other/Ungrouped >> Other
    Other/Ungrouped >> Other >> Other
    ARSENIC TRIOXIDE 496 ABCB1 ABCG2 ABL1 246 ABL1 (3.58) AKAP12 (4.65, 6.01 5.42 99
    (Arsenite, Arsenolite, ACAA2 ADCY9 AFAP1 (91 + 154 + 1) 2.82) AKR1B1 (18.32)
    Arsodent, Claudelite, AKAP12 AKR1B1 AKT1 (49.6%) ATP8A1 (3.45) ATR (2.33)
    Claudetite, Trisenox) ALAS1 ALDH6A1 ALDOC BACH2 (2.04) BAMBI (2.21)
    ALG13 ALOX5AP ANK3 BECN1 (2.18) BLVRB (2.08)
    ANKRD12 ANPEP ANXA2 BLZF1 (2.70) CAPN10 (2.13,
    AP3S1 AQP9 ARL6IP1 7.15, 2.57) CASP3 (2.14)
    ARL6IP5 ARL7 ARMC9 CASP8 (8.85, 2.67) CCNB1
    ASNS ASS1 ATP1B1 (3.17) CCNB2 (4.19)
    ATP2B1 ATP2C1 ATP5A1 CDC42BPA (2.48) CDKN2A
    ATP6 ATP8A1 ATR (18.18, 9.22) CDKN3 (5.50)
    AZGP1 BACH2 BAMBI CHEK1 (4.69) CHEK2 (2.55)
    BAX BCL2 BCL2A1 CHGB (3.36, 6.71) CLGN
    BCL2L1 BCMO1 BCR (3.78) CMTM8 (3.87) DNMT1
    BECN1 BHLHB2 BID (2.20) DNMT3B (4.55)
    BIRC5 BLVRB BLZF1 DUSP4 (2.60) EPHX1 (4.56)
    BNIP3 BNIP3L BPI ERC2 (7.66, 17.63) FGFR1
    BRDG1 BTBD2 BTBD3 (6.81, 6.75, 7.28, 9.06, 5.07,
    C14ORF105 C16ORF58 6.12) FOXRED2 (2.33) FRK
    C5ORF13 C6ORF48 (20.73) FTH1 (2.42, 2.32,
    C8ORF4 CACNA2D2 2.35) GABPB2 (3.34, 5.13)
    CAPN10 CAPZB CARS GCLM (38.53) GSTA1
    CASP10 CASP3 CASP8 (16.89) GSTP1 (3.00) HCG18
    CASP9 CAV1 CAV2 (2.45, 2.85, 2.24) HCRTR1
    CCDC102B CCDC52 (2.33) HIG2 (9.01) HIST3H3
    CCL15 CCL2 CCL23 (2.04) HMGA1 (2.56, 6.05)
    CCNA1 CCNB1 CCNB2 HSPA1A (4.07, 2.39) HSPB1
    CCND1 CD1D CD44 CD52 (4.23, 3.70, 3.27) IFRD1
    CD70 CD86 CDC42BPA (6.54, 6.75) IGFBP2 (2.42)
    CDC73 CDKN1A CDKN2A IKBKB (2.08, 2.59, 3.48)
    CDKN2B CDKN3 CEBPE IQCH (2.10) KCNH2 (4.05)
    CEP57 CFB CFLAR KLF5 (2.46) KYNU (2.22,
    CHEK1 CHEK2 CHGB 2.53) LAT (2.44) MAFG
    CHI3L1 CHST6 CIDEB (3.54, 5.15) MAP7 (4.36,
    CITED2 CKAP4 CLC 4.74) MCM2 (3.39) ME1
    CLEC7A CLGN CMTM8 (8.79, 22.62, 9.07) NPAS1
    CNOT2 COBLL1 (4.81) NUP107 (2.16) ORC4L
    COLEC10 COPS5 CREB5 (2.05) PAQR6 (2.43) PARP1
    CRH CRIM1 CSF2RB (2.68) PAWR (2.19) PIR
    CSH1 CSPP1 CSRP3 (2.63) PTRH2 (2.31) RNF24
    CST3 CTNNA1 CTSH (2.24) RPL23 (5.58)
    CX3CL1 CYB5R3 CYBA RPS6KB1 (2.20, 2.29)
    CYBRD1 CYCS CYLD RSL1D1 (2.55) SCPEP1
    CYP1A1 CYP39A1 (2.35) SLC2A1 (22.83)
    CYP3A43 CYTL1 DAXX SLC44A1 (2.84) SLC5A12
    DAZ4 DBC1 DDIT3 DEFA1 (6.44, 4.94) SMC4 (2.40)
    DEFA4 DKK1 DNAJB4 SOD1 (2.68, 2.37) SOX4
    DNAJC9 DNMT1 DNMT3A (2.17) SYNJ2 (4.91, 9.38)
    DNMT3B DUSP4 TERT (3.67) TFAP2C (3.61)
    DYNC1H1 DYRK1B EBI2 TNFRSF25 (7.01) TOP2A
    EGFR EGR1 ELA2A (5.88) TP53I11 (2.08, 2.00)
    ENDOGL1 EP300 TRIP13 (8.20) TRMT1 (2.04)
    EPB41L2 EPHX1 EPX TYMS (3.69) UBE2C (9.47)
    ERC2 ERGIC2 ESR1 UCHL1 (26.51) VEGFA
    ESR2 EVL F3 FAM110B (2.60) WDR12 (4.78) ZMYM2
    FAM46C FANCC FAS (3.03, 4.70) ZNF334 (12.87)
    FASLG FBLN5 FBXL7 ZNF682 (3.69, 7.03) ZWINT
    FGFR1 FGFR2 FGR (6.72)
    FNBP1L FOS FOXRED2 ABCB1 (−3.59) ACAA2 (−2.69)
    FRK FSCN1 FTH1 FYB ADCY9 (−2.46)
    GABBR2 GABPB2 ALDH6A1 (−2.90) ALDOC (−4.73)
    GADD45A GBA GCLM ALOX5AP (−5.07, −7.13)
    GIMAP6 GIT2 GJA1 GLA ANK3 (−9.06, −7.92, −7.43)
    GNAL GPM6A GPR30 ANPEP (−5.41) AQP9 (−13.82)
    GPR44 GPRC5D GPX1 ARL6IP5 (−3.81, −3.50)
    GRAMD3 GRK4 GSTA1 ARMC9 (−5.30, −5.49) ASNS
    GSTP1 GSTZ1 H2AFX (−3.65) ASS1 (−2.76) BCL2A1
    HCG18 HCRTR1 HGF (−18.59, −2.78) BCR (−2.40)
    HIF1A HIG2 HIST1H2BM BHLHB2 (−2.28) BTBD3 (−2.40,
    HIST1H4C HIST3H3 HK1 −2.31) CACNA2D2 (−17.47)
    HLA-B HLA-C HLA-DRA CAV1 (−22.26, −24.68)
    HLA-F HLA-G HMGA1 CAV2 (−14.35, −7.56)
    HMGB2 HMGN2 HMOX1 CCDC102B (−2.74, −2.50)
    HSD17B2 HSF1 HSP27 CCL15 (−4.50) CCL2 (−8.86)
    HSPA1A HSPA4 HSPA5 CCL23 (−15.78, −18.04)
    HSPA6 HSPB1 HTATIP2 CCND1 (−2.52) CD44 (−5.46)
    ICAM3 ID1 ID2 IDS IER2 CD52 (−5.80) CD86 (−5.13, −2.01)
    IFI16 IFIH1 IFNA2 IFNG CDKN1A (−7.85, −4.44)
    IFRD1 IGFBP2 IGFBP7 CFB (−9.87) CHI3L1 (−3.97, −12.11)
    IKBKB IL12RB2 IL24 IL6 CHST6 (−15.14)
    IL8RB INPP5B INSM1 CITED2 (−2.04) CKAP4 (−3.35)
    IQCH IRF1 ITGA2B CLEC7A (−2.69, −3.19)
    ITGAM ITGB1 ITGB3BP COBLL1 (−3.44) CREB5 (−9.32,
    ITGB7 ITM2A JUN JUND −11.86) CSF2RB (−2.47)
    KCNH2 KCTD12 CST3 (−2.29) CTSH (−3.47)
    KIAA0087 KIAA1609 CX3CL1 (−3.73, −9.86, −4.60)
    KIF21B KITLG KLF11 CYB5R3 (−2.89, −2.40, −2.01)
    KLF5 KRT6A KYNU CYBRD1 (−2.20) CYTL1 (−6.17)
    LAMC1 LAT LGALS9 DBC1 (−3.01) DKK1 (−16.44)
    LGMN LHFP LHX6 LSP1 EBI2 (−5.77) EGFR (−12.64)
    LTC4S MAFF MAFG EGR1 (−6.04) ELA2A
    MAFK MAN1A1 MAOA (−4.13) EVL (−2.26) F3 (−3.63)
    MAP2K3 MAP2K4 FAM110B (−3.73) FAM46C (−2.08)
    MAP2K6 MAP7 MAPK1 FAS (−5.93) FBLN5 (−2.08)
    MAPK14 MAPK3 MAPK7 FBXL7 (−4.06) FGFR2
    MAPK8 MAPK9 MARCH2 (−31.03, −2.09, −16.52) FGR (−6.72,
    MASK MCF2L MCM2 ME1 −9.45, −8.54) FYB (−2.23)
    MKI67IP MMP1 MMP2 GIMAP6 (−2.66) GJA1
    MMP28 MMP9 MPL MPO (−9.56) GPM6A (−34.94)
    MRPS16 MSC MSRB2 GRAMD3 (−2.12) HGF (−2.73,
    MT1E MT1G MT1H MT1L −6.54) HLA-DRA (−4.55)
    MT1X MT2A MTA1 HSD17B2 (−17.74) HSPA5 (−2.00)
    MXRA7 MYBL1 MYC HSPA6 (−4.66) ID1 (−2.07)
    MYCN MYO1B MYST4 ID2 (−2.96, −3.38) IFI16
    N4BP1 N4BP2L1 NAB2 (−3.75, −3.71) IL6 (−39.79)
    NAV3 NCF1 NCF2 ND4 IL8RB (−3.46) IRF1 (−2.23)
    NEU3 NFE2L1 NFKBIA ITGAM (−3.25) ITGB3BP (−2.46)
    NFKBIE NME1 NPAS1 ITM2A (−3.63) JUN (−2.62)
    NPTX2 NR3C1 NUCB2 KCTD12 (−4.62) KITLG
    NUDT18 NUP107 OBSL1 (−2.48, −3.23, −6.48) KRT6A (−11.07)
    ORC4L OS9 P4HA1 LGALS9 (−2.05)
    P53AIP1 PAFAH2 PAOX LGMN (−2.41) LHFP (−3.42)
    PAQR6 PARP1 PAWR LSP1 (−2.10) LTC4S (−2.70)
    PCNA PCSK5 PDCD4 MAFF (−3.57) MAN1A1 (−2.01)
    PDE4A PDE4B PDE4DIP MAOA (−3.11) MAP2K3
    PDLIM7 PDPK1 PDZD2 (−3.18, −3.56) MAP2K6 (−4.53)
    PECAM1 PEX3 PGC PGF MAPK8 (−2.06) MARCH2 (−3.34,
    PHLDA2 PIGO PIK4CA −3.08) MMP1 (−58.24)
    PIR PKNOX1 PLAUR MMP2 (−4.48) MMP28 (−8.08,
    PLEKHO1 PLXNC1 PML −14.29) MMP9 (−10.90) MT1E
    PPGB PPIH PPP1CB (−15.67) MT1G (−11.42, −6.38)
    PRG3 PRKCB PRR16 MT1H (−8.15, −8.00) MT1L (−11.08)
    PRSS1 PSMB6 PSMB8 MT1X (−8.45, −9.49)
    PTGFR PTRH2 PTTG1 MT2A (−8.59, −9.15) MXRA7
    PURG PXDN RAB27B (−2.88, 4.06, −3.93, −3.20)
    RACGAP1 RAPGEF4 MYO1B (−3.04, −2.30, −2.61)
    RARA RASSF8 RBMX NAV3 (−6.48, −8.99) NCF1 (−3.16,
    RELA RERE RFC2 RGS2 −3.30) NCF2 (−3.56)
    RNASEH2A RNF144A NFKBIA (−4.00) NPTX2 (−11.45)
    RNF24 RNF6 ROBO1 NUCB2 (−3.02, −3.50)
    RPL17 RPL18A RPL23 NUDT18 (−4.22) OBSL1 (−5.40,
    RPL7 RPS15A RPS6KB1 −4.33) P4HA1 (−2.49)
    RRBP1 RSL1D1 RYK PDE4B (−5.96) PDE4DIP (−6.65,
    S100A10 S100A8 S100A9 −2.11, −2.32, −2.90)
    SATB2 SCAMP5 PDLIM7 (−2.16) PDZD2 (−33.94)
    SCGB2A2 SCPEP1 SCT PECAM1 (−4.62) PGC
    SDC2 SDC4 SELP (−3.76, −25.02) PGF (−2.56)
    SERPINB1 SERTAD2 PHLDA2 (−3.07) PLAUR (−5.48)
    SFRS5 SH3GL2 SIGLEC6 PLEKHO1 (−2.69) PML
    SLC14A2 SLC15A1 (−2.88, −3.32, −3.67, −3.53)
    SLC1A2 SLC22A18 PPP1CB (−5.15, −2.92)
    SLC2A1 SLC44A1 PRR16 (−16.52) PTGFR (−7.80)
    SLC5A12 SLC6A5 PXDN (−3.39, −3.20)
    SLCO3A1 SMAD1 SMC4 RASSF8 (−5.90, −17.88, −2.19,
    SOD1 SOX18 SOX30 −10.81) RGS2 (−9.73)
    SOX4 SP1 SPTAN1 RNF144A (−2.56) RPL17 (−3.08,
    ST6GALNAC4 STAB1 −2.59, −2.80) RPL7 (−2.15,
    STAT1 STATH SULF1 −2.41) S100A8 (−10.28)
    SUSD5 SYN3 SYNJ2 S100A9 (−2.26) SDC2 (−3.99)
    TCF4 TERC TERF1 SELP (−4.50) SERPINB1 (−2.41)
    TERF2 TERT TFAP2C SH3GL2 (−5.52)
    TFF1 TGFBR2 TIMP1 SMAD1 (−3.04) SUSD5 (−2.47)
    TIMP2 TMEM158 TNF TCF4 (−3.68, −2.69)
    TNFAIP3 TNFAIP8 TGFBR2 (−3.67, −4.16) TIMP1
    TNFRSF1B TNFRSF25 (−4.76) TIMP2 (−3.34)
    TNFRSF9 TNFSF13 TNFAIP3 (−3.78, −3.05)
    TNFSF8 TOP2A TP53 TNFAIP8 (−3.52) TNFSF13 (−4.94)
    TP53I11 TP73 TPT1 TPT1 (−2.57, −2.61, −2.20)
    TRA2A TRAF3IP2 TRIM16 UBE2D1 (−2.48) VNN1
    TRIP13 TRMT1 TSC22D3 (−2.97, −2.90) WT1 (−2.49)
    TTC38 TXNIP TYMS DNMT3A (2.41, −2.89)
    UBE2C UBE2D1 UCHL1
    UCP2 VEGFA VNN1
    WDR12 WDR82 WSB2
    WT1 XIAP XRCC6 ZFP36
    ZFP36L1 ZMYM2 ZNF334
    ZNF37A ZNF682 ZNF771
    ZWINT
    BORTEZOMIB 61 AKT1 APAF1 BAK1 BAX 18 BCL2L11 (3.13) CASP3 3.99 4.28 63
    (Velcade) BCL2 BCL2L1 BCL2L11 (9 + 9) (2.14) CASP8 (8.85, 2.67)
    BID BIRC2 BIRC3 BIRC5 (29.5%) CYP2C9 (3.97) CYP2D6
    CA9 CASP3 CASP7 (3.52, 3.15) NFKBIB (2.90,
    CASP8 CASP9 CCND1 2.95, 2.86) PARP1 (2.68)
    CDKN1A CDKN1B CFLAR PMAIP1 (12.40) PSMB5
    CYCS CYP1A2 CYP2C19 (2.22)
    CYP2C9 CYP2D6 CYP3A4 BIRC3 (−2.84) CCND1 (−2.52)
    DDIT3 DFFA DIABLO CDKN1A (−7.85, −4.44)
    HIF1A HSPA5 HTRA2 JUN CYP3A4 (−7.84) HSPA5 (−2.00)
    MAP2K1 MAP2K4 MAPK1 JUN (−2.62) MAPK8 (−2.06)
    MAPK14 MAPK3 MAPK8 MCL1 (−3.34) NFKBIA
    MCL1 NFKB1 NFKBIA (−4.00)
    NFKBIB NFKBIE PARP1
    PDCD8 PMAIP1 PSMB1
    PSMB2 PSMB5 PSMD1
    PSMD2 RAF1 RB1 RELA
    SFN STAT3 TNF TP53
    TRAF2 XIAP
    CELECOXIB 17 AKT1 BIRC5 CASP3 8 CASP3 (2.14) CYP19A1 12.38 2.46 57
    (Celebra, Celebrex) CCND1 CYP19A1 ILB IL6 (4 + 4) (2.64) NRG1 (2.37) PARP1
    MAP2K1 MAP2K2 NRG1 (47.1%) (2.68)
    PARP1 PDPK1 PTGS2 CCND1 (−2.52) IL1B (−12.47)
    RELA STS SULT2A1 TNF IL6 (−39.79) PTGS2 (−36.04, −32.79)
    COLCHICINE 21 ABCB1 ABCC1 CD59 9 ABCC1 (7.70) IKBKB (2.08, 4.96 5.21 49
    (Col-probenecid, Colbenemid, CUGBP2 CYP3A4 IKBKB (2 + 7) 2.59, 3.48)
    Condylon, Proben-C) JUN MAPK8 MAPK9 (42.9%) ABCB1 (−3.59) CD59 (−8.71, −4.89,
    MEFV NFATC4 NFKB1 −4.77, −7.00) CUGBP2
    NFKBIA NR3C1 PTK2B (−7.53, −8.05) CYP3A4 (−7.84)
    RALBP1 RELA TAT TP53 JUN (−2.62) MAPK8 (−2.06)
    TUBB1 TUBB2A NFKBIA (−4.00)
    OBLIMERSEN 2 BCL2 IGH-6
    (Genasense, Augmerosen)
    TEGAFUR 1 CYP2A6
    (UFT)
    TIPIFARNIB 4 ABCB1 CYP3A4 CYP3A5 3 ABCB1 (−3.59) CYP3A4 (−7.84) 15.46 0.00 0
    (Zarnestra) UGT1A1 (0 + 3) CYP3A5 (−34.94)
    (75.0%)
    VORINOSTAT 47 AKT1 BAK1 BAX BCL2 17 BCL2L11 (3.13) CASP2 4.07 3.36 71
    (Zolinza) BCL2A1 BCL2L1 BCL2L11 (10 + 7) (2.27) CASP3 (2.14) CASP8
    BID BIRC2 BIRC3 BIRC5 (36.2%) (8.85, 2.67) HDAC1 (6.44)
    CASP2 CASP3 CASP7 HDAC2 (4.18) HDAC6 (2.00)
    CASP8 CASP9 CCND1 HIST3H3 (2.04) PARP1
    CDKN1A CDKN1B CFLAR (2.68) RARB (2.96)
    CYCS CYP1A1 CYP1B1 BCL2A1 (−18.59, −2.78)
    DIABLO ERBB2 HDAC1 BIRC3 (−2.84) CCND1 (−2.52)
    HDAC2 HDAC3 HDAC6 CDKN1A (−7.85, −4.44)
    HDAC8 HIST3H3 HTRA2 CYP1B1 (−3.87) MAPK8 (−2.06)
    MAP2K1 MAPK1 MAPK14 TNFSF10 (−7.51)
    MAPK3 MAPK8 NFKB1
    PARP1 PDCD8 RAF1
    RARB RB1 RELA TNF
    TNFSF10 XIAP

Claims (17)

What is claimed:
1. A method for treating a patient having cancer, the method comprising:
a) characterizing molecular anomalies of a cancer sample from the patient in comparison to a normal sample from the same patient which is a normal histological counterpart of the cancer sample, said molecular anomalies characterization comprising determining genes differentially expressed in the cancer sample in comparison to the normal sample by oligonucleotide array and optionally determining the gain or loss of gene copy number in the cancer sample in comparison to the normal sample by Comparative Genomic Hybridization and determining deregulated genes in the cancer sample based on the genes differentially expressed and optionally the gain or loss of gene copy number;
b) providing a drug database comprising target genes associated with a plurality of drugs disclosed in Table 1;
c) determining a score for each drug of said plurality of drugs comprising calculating, for each drug of the plurality of drugs, a percentage of deregulated genes in the cancer sample from the patient as characterized in step (a) that are target genes for each drug of the plurality of drugs as provided in step (b) and determining the score for each drug of the plurality of drugs based on the percentage of deregulated genes among the target genes in the cancer sample from the patient, wherein a higher score is predictive of a higher relative efficacy of the drug for treating the cancer in the patient and wherein the step of characterizing molecular anomalies of the cancer sample comprises determining a fold change for the differentially expressed genes and optionally for the gain or loss of gene copy number; and
d) selecting a drug with a high score for treating the patient, wherein the score (W) for a given drug is determined by one of the following algorithms:
W = P ( C F c > 2 ) n C F c > 2 ; ( i )
wherein:
W is the score for the given drug;
P is the percentage of target genes for the given drug which are deregulated in the cancer of the patient;
Σ is sum;
Fc>2 is the Fold Change of each deregulated target gene for the given drug with a Fold Change higher than 2; and
nCFc>2 refers to the number of target genes for the given drug with a Fold Change higher than 2;
W = P ( ( CM F CM ) n 1 CM q 1 z 1 + ( Cm F Cm ) n 2 Cm q 2 z 2 - ( CR F CR ) n 3 CR q 3 z 3 ) ; ( ii )
wherein:
W is the score for the given drug;
P is the percentage of target genes for the given drug which are deregulated in the cancer of the patient;
Σ is sum;
CM refers to major target genes for the given drug;
Cm refers to minor target genes for the given drug;
CR refers to resistance genes for the given drug;
n1CM, n2Cm and n3CR are respectively the number of deregulated target genes with a defined threshold for major target genes, minor target genes and resistance genes;
FCM, FCm and FCR are the Fold Change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
q1, q2 and q3 are multiplication coefficients for major target genes, minor target genes and resistance genes, respectively; and
z1, z2 and z3 are multiplication coefficients associated with the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively;
W = P CM ( CM F CM ) n 1 CM q 1 z 1 + P Cm ( Cm F Cm ) n 2 Cm q 2 z 2 - P CR ( CR F CR ) n 3 CR q 3 z 3 ; ( iii )
wherein:
W is the score for the given drug;
Σ is sum;
CM refers to major target genes for the given drug;
Cm refers to minor target genes for the given drug;
CR refers to resistance genes for the given drug;
n1CM, n2Cm and n3CR are respectively the number of deregulated target genes with a defined threshold for major target genes, minor target genes and resistance genes;
FCM, FCm and FCR are the Fold Change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
q1, q2 and q3 are multiplication coefficients for major target genes, minor target genes and resistance genes, respectively;
z1, z2 and z3 are multiplication coefficients associated with the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively;
and PCM, PCm and PCR are the percentage of target genes for the given drug which are deregulated in the cancer of the patient for major target genes, minor target genes and resistance genes, respectively;
W = P ( ( CM F CM × Int CM ) n 1 CM q 1 z 1 + ( Cm F Cm × Int Cm ) n 2 Cm q 2 z 2 - ( CR F CR × Int CR ) n 3 CR q 3 z 3 ) or W = P CM ( CM F CM × Int CM ) n 1 CM q 1 z 1 + P Cm ( Cm F Cm × Int Cm ) n 2 Cm q 2 z 2 - P CR ( CR F CR × Int CR ) n 3 CR q 3 z 3 ; ( iv )
wherein:
W is the score for the given drug;
P is the percentage of target genes for the given drug which are deregulated in the cancer of the patient;
Σ is sum;
CM refers to major target genes for the given drug;
Cm refers to minor target genes for the given drug;
CR refers to resistance genes for the given drug;
n1CM, n2Cm and n3CR are respectively the number of deregulated target genes with a defined threshold for major target genes, minor target genes and resistance genes;
FCM, FCm and FCR are the Fold Change of each gene higher than the defined threshold for major target genes, minor target genes and resistance genes, respectively;
q1, q2 and q3 are multiplication coefficients for major target genes, minor target genes and resistance genes, respectively;
z1, z2 and z3 are multiplication coefficients associated with the presence of a mutation in a major target gene, a minor target gene and a resistance gene, respectively;
PCM, PCm and PCR are the percentage of target genes for the given drug which are deregulated in the cancer of the patient for major target genes, minor target genes and resistance genes, respectively; and
IntCM, IntCm and IntCR are the intensity for major target genes, minor target genes and resistance genes, respectively; or
W = P ( ( CM F CM ) n 1 CM q 1 z 1 - ( CR F CR ) n 3 CR q 3 z 3 ) or W = P CM ( CM F CM ) n 1 CM q 1 z 1 - P CR ( CR F CR ) n 3 CR q 3 z 3 or W = P ( ( CM F CM × Int CM ) n 1 CM q 1 z 1 - ( CR F CR × Int CR ) n 3 CR q 3 z 3 ) or W = P CM ( CM F CM × Int CM ) n 1 CM q 1 z 1 - P CR ( CR F CR × Int CR ) n 3 CR q 3 z 3 ; ( v )
wherein:
W is the score for the given drug;
P is the percentage of target genes for the given drug which are deregulated in the cancer of the patient;
Σ is sum;
CM refers to major target genes for the given drug;
CR refers to resistance genes for the given drug;
n1CM and n3CR are respectively the number of deregulated target genes with a defined threshold for major target genes and resistance genes;
FCM and FCR are the Fold Change of each gene higher than the defined threshold for major target genes and resistance genes, respectively;
q1 and q3 are multiplication coefficients for major target genes and resistance genes, respectively;
z1 and z3 are multiplication coefficients associated with the presence of a mutation in a major target gene and a resistance gene, respectively;
PCM, and PCR are the percentage of genes for the given drug which are deregulated in the cancer of the patient for major target genes and resistance genes, respectively; and
IntCM and IntCR are the intensity for major target genes and resistance genes, respectively.
2. The method according to claim 1, wherein the target genes for each drug are classified in the database into:
major target genes (CM) which have been demonstrated to have a clear cause and effect link with the drug's mechanism of action;
minor target genes (Cm), the level of regulation of which is modified in the presence of the drug, without a direct link with the drug's mechanism of action; and
resistance genes (CR) which induce a direct resistance to the drug or are associated with a major toxicity.
3. The method according to claim 1, wherein Fc>2 is the Fold Change of each over-expressed target gene for the given drug with a Fold Change higher than 2 and nCFc>2 is either the number of target genes for the given drug with a Fold Change higher than 2, or the number of over-expressed target genes for the given drug with a Fold Change higher than 2.
4. The method according to claim 1, wherein for algorithm (ii) FCM, FCm and FCR are the Fold Change of each over-expressed target gene for the given drug with the defined threshold and wherein n1CM, n2Cm and n3CR are either the number of target genes for the given drug with the defined threshold or the number of over-expressed target genes for the given drug with the defined threshold.
5. The method according to claim 1, wherein for algorithm (iii) FCM, FCm and FCR are the Fold Change of each over-expressed target gene for the given drug with the defined threshold and wherein n1CM, n2Cm and n3CR are either the number of target genes for the given drug with the defined threshold or the number of over-expressed target genes for the given drug with the defined threshold.
6. The method according to claim 1, wherein for algorithm (iv) FCM, FCm and FCR are the Fold Change of each over-expressed target gene for the given drug with the defined threshold and wherein n1CM, n2Cm and n3CR are either the number of target genes for the given drug with the defined threshold or the number of over-expressed target genes for the given drug with the defined threshold.
7. The method according to claim 1, wherein for algorithm (v) FCM and FCR are the Fold Change of each over-expressed target gene for the given drug with the defined threshold and wherein n1CM and n3CR are either the number of target genes for the given drug with the defined threshold or the number of over-expressed target genes for the given drug with the defined threshold.
8. The method according to claim 4, wherein the defined threshold is a Fold Change of at least 2.
9. The method according to claim 5, wherein the defined threshold is a Fold Change of at least 2.
10. The method according to claim 6, wherein the defined threshold is a Fold Change of at least 2.
11. The method according to claim 7, wherein the defined threshold is a Fold Change of at least 2.
12. The method according to claim 1, wherein for algorithm (ii) the multiplication coefficients for the target genes are between 10 and 1,000 for major target genes (q1), between 0.1 and 10 for minor target genes (q2) and between 10 to 1,000 for resistance genes (q3).
13. The method according to claim 1, wherein for algorithm (iii) the multiplication coefficients associated with a mutation z1, z2 and z3 are 1 when no mutation exists and, depending on the functional impact of the mutation, are between 10 and 1,000.
14. The method according to claim 1, wherein said plurality of drugs are Axitinib, Capecitabine, Trastuzumab, Erlotinib, Gefitinib, Lapatinib, Bevacizumab, Imatinib, Temsirolimus, Dasatinib, Sorafenib, Nilotinib, Bosutinib, Sunitinib, Cetuximab, Vinorelbine, Dacarbazine, Docetaxel, Paclitaxel, Pemetrexed, Gemcitabine, Irinotecan and Topotecan.
15. The method according to claim 1, wherein the molecular anomalies of said cancer sample are determined by northern analysis, mRNA microarrays, cDNA microarrays or RT-PCR.
16. The method according to claim 1, wherein said cancer is leukemia, lymphoma, bladder cancer, breast cancer, stomach cancer, thyroid cancer, prostate cancer, testis cancer, liver cancer, pancreatic cancer, bone cancer, kidney cancer, endometrial cancer, melanoma, lung cancer, gastric cancer, colorectal cancer, head or neck cancer, brain cancer, neuroblastoma, or ovarian cancer.
17. The method according to claim 1, said method further comprising treating said patient with the drug selected by one of said algorithms.
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