WO2009127644A1 - Markers of acute kidney failure - Google Patents
Markers of acute kidney failure Download PDFInfo
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- WO2009127644A1 WO2009127644A1 PCT/EP2009/054439 EP2009054439W WO2009127644A1 WO 2009127644 A1 WO2009127644 A1 WO 2009127644A1 EP 2009054439 W EP2009054439 W EP 2009054439W WO 2009127644 A1 WO2009127644 A1 WO 2009127644A1
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- C12Q1/6881—Nucleic acid products used in the analysis of nucleic acids, e.g. primers or probes for tissue or cell typing, e.g. human leukocyte antigen [HLA] probes
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- C12Q2600/00—Oligonucleotides characterized by their use
- C12Q2600/16—Primer sets for multiplex assays
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- G01N—INVESTIGATING OR ANALYSING MATERIALS BY DETERMINING THEIR CHEMICAL OR PHYSICAL PROPERTIES
- G01N2800/00—Detection or diagnosis of diseases
- G01N2800/34—Genitourinary disorders
- G01N2800/347—Renal failures; Glomerular diseases; Tubulointerstitial diseases, e.g. nephritic syndrome, glomerulonephritis; Renovascular diseases, e.g. renal artery occlusion, nephropathy
Definitions
- the present invention relates to a method for detection, diagnosis, prognosis, or monitoring the risk of acute kidney injury (AKI) by measuring a panel of biomarkers.
- the invention refers to a predisposition testing.
- AKI is in the clinical setting described as acute renal failure (ARF) or acute tubular necrosis (ATN) and refers to the spontaneous and significant decrease in renal function.
- AKI therefore reflects the entire spectrum of ARF, recognizing that an acute decline in kidney function is often secondary to an injury that causes functional or structural changes in the kidneys.
- ARF is a frequent and serious problem with a variety of adverse short- and long-term clinical consequences.
- Loss of function of the kidney, a vital organ, in the form of acute renal failure represents a special hazard, in particular to older patients, despite modern therapies including the use of the various forms of artificial kidney.
- diagnosis and prognosis care must be taken to differentiate between functional renal insufficiency and intrinsic injury with morphologic damage.
- AKI in particular in the intensive care unit is often associated with multiple organ failure and sepsis.
- AKI is associated with high mortality and morbidity in humans. Patients, for instance, experience AKI in ischemic reperfusion injury, along with treatment with nephrotoxic compounds including but not limited to antibiotics or anticancer drugs, application of contrast media e.g.
- the annual number of patients receiving contrast media is more than 100 million in the developed countries, and the rate of acute kidney injury ranges in a percent range, if coupled to risk factors like hypotension or diabetes.
- AKI is usually categorised according to pre-renal, intrinsic and post-renal causes.
- hypovolemia decreased blood volume
- fluid loss or excessive diuretics use.
- vascular problems such as atheroembolic disease and renal vein thrombosis (which can occur as a complication of the nephrotic syndrome)
- hemolysis breakdown of red blood cells
- the hemoglobin damages the tubules; it may be caused by various conditions such as sickle-cell disease, and lupus erythematosus • multiple myeloma, either due to hypercalcemia or "cast nephropathy"
- acute glomerulonephritis which may be due to a variety of causes, such as anti glomerular basement membrane disease/Goodpasture's syndrome, Wegener's granulomatosis or acute lupus nephritis with systemic lupus erythematosus Post-renal (obstructive causes in the urinary tract) due to:
- abdominal malignancy e.g. ovarian cancer, colorectal cancer
- renal failure is diagnosed when either creatinine or blood urea nitrogen tests are markedly elevated in an ill patient, especially when oliguria is present. Previous measurements of renal function may offer comparison, which is especially important if a patient is known to have chronic renal - -
- An exemplary consensus criterium for the diagnosis of AKI is at least one of the following:
- a rapid increase in serum creatinine may also be an indicator for a high AKI risk following medical treatment, e.g. an impairment in renal function is indicated by an increase in serum creatinine by more than 0.5 mg/dl or more than 25% within 3 days after medication.
- Kidney biopsy may be performed in the setting of acute renal failure, to provide a definitive diagnosis and sometimes an idea of the prognosis, unless the cause is clear and appropriate screening investigations are reassuringly negative.
- IL18 interleukin 18
- WO2008/017306A1 describes a diagnostic test to exclude significant renal injury by measuring neutrophil gelatinase-associated lipocalin (NGAL).
- NGAL neutrophil gelatinase-associated lipocalin
- WO2007/013919A2 describes human Gro-alpha as a marker of acute kidney injury.
- WO2004/088276A2 discloses the detection of renal tubular cell injury and renal failure utilizing NGAL as a biomarker.
- US2007/0249002A1 discloses systems and methods for characterizing kidney diseases by detection of cytokines, cytokine-related compounds and chemokines in urine, among them monocyte chemotactic protein-1 (MCP-1 ).
- MCP-1 monocyte chemotactic protein-1
- Rice et al disclose that monocyte chemoattractant protein-1 expression correlates with monocyte infiltration in the post- ischemic kidney.
- MCP-1 is reportedly increased by ischemia-reperfusion injury.
- Grandaliano et al Transplantation (1997) 63(3), 414-420) describe the MCP-1 expression and monocyte infiltration in acute renal transplant rejection.
- Jee Ko et al (Nephrol Dial Transplant (2008) 23, 842-852) describe ischemia/reperfusion as a major cause of acute kidney injury and quantification of inflammatory markers, among them MCP-1.
- Maier et al (Shock (2000) 14(2), 187-192) describe massive chemokine transcription, among them MCP-1 , in acute renal failure due to polymicrobial sepsis.
- Wang et al J Am SocNephrol (2002) 13, 548A describe the upregulated chemokine gene expression, such as MCP-1 , in endotoxemic acute renal failure.
- WO2005/054502A2 discloses a method for diagnosing rejection in a transplanted subject. A list of biomarkers indicative for transplant rejection is provided.
- Akalin et al (Transplantation (2001 ) 72, 948-953) perform a gene expression analysis in human renal allograft biopsy samples, and determine gene transcripts that are upregulated during acute rejection.
- WO2007/104537A2 describes methods for assessing acute transplant rejection. Some of the gene expression products are also known to play a role in neovascularisation and inflammation:
- WO2007/096142A2 describes vascular tumor markers, such as versican, and a method for identifying diseases associated with neovascularisation.
- WO2005/010213A2 describes markers for detection of gastric cancer, such as chondroitin sulphate proteoglycan 2 (CSPG2).
- CSPG2 chondroitin sulphate proteoglycan 2
- WO2005/024603A2 descibes a method for detecting, diagnosing and treating human renal cell carcinoma. Differential gene expressions in normal renal epithelial cells and renal cell carcinomas are identified. Among others, neuropilin 1 is determined to be differentially expressed. Latil et al (Int. J. Cancer (Pred. Oncol.) (2000) 89, 167-171 ) disclose Neuropilin-
- WO99/55855A2 describes neuropilin antisense oligonucleotides sequences to inhibit the growth of tumor cells.
- WO2007/056470A2 describes anti-NRP1 antibodies capable of inhibiting a neuropilin mediated biological activity.
- WO2007/041623A2 describe methods for diagnosis in systemic inflammatory response syndromes employing several markers, among them CCL19.
- Krumbholz et al Journal of Neuroimmunology (2007) 190, 72-79 disclose the upregulation of CCL19 in neuroinflammation.
- EP0913692A1 describes an immunoassay for procollagen-lll-C-terminal propeptide, using specifically binding antibodies.
- kidney function Patients with normal kidney function are currently not tested for any renal disease biomarkers. In the absence of any functional kidney disorder, such as urine volume reduction or creatinine level, it is assumed that there is no risk for developing AKI. However, there are patients, who have the potential to develop AKI upon certain medical treatment, which could be damaging to the kidney function, such as simple radiography using a contrast medium or chemotherapy. Several risk factors for acute renal failure have been identified so far.
- High-risk patients are considered those with chronic diseases that can affect the kidneys like diabetes, hypertension and heart disease.
- Some drugs are nephrotoxic, i.e. poisonous to the kidney, and therefore damaging to the kidneys.
- a method of determining the risk of acute kidney injury in a patient by determining a kidney risk factor (KRF) in a sample from said patient, which KRF is selected from the group consisting of VCAN, NRP1 , CCL2, CCL19, COL3A1 and GZMM.
- KRF kidney risk factor
- the risk of AKI also refers to the AKI predisposition and prognosis of developing AKI or ARF, respectively.
- an individual at risk of AKI also has a predisposition and prognosis of developing AKI and/or ARF.
- the risk of genuine AKI is determined according to the invention. It is understood that the diagnostic method according to the invention commonly is employing ex vivo, in particular in vitro testing.
- the method according to the invention comprises determining the level of said KRF, which is is at least 1.2 times increased, preferably at least 1.5 times increased, compared to a control.
- the preferred level of each KRF is at least 1.2 times increased compared to a control, to distinguish patients at risk of AKI.
- the expression of KRF is determined in said sample, such as the polypeptide or polynucleotide level of said KRF.
- the preferred method according to the invention employs a sample, which is selected from the group consisting of tissue or physiological fluids, such as blood, serum, plasma or urine sample. Less preferred, but possible, is the determination of a KRF in an invasive sample, such as a biopsy sample. Further preferred samples are obtained from tissues, extracts, cell cultures, cell lysates and lavage fluid.
- the condition, which can be detected with the inventive methods is in particular a patient at risk of developing AKI, which can e.g. be determined by using a kidney biopsy sample and also by detecting the markers in serum, blood, plasma or urine by - -
- the method according to the invention is applied to a patient, who is suffering from a chronic disease, such as metabolic disease, diabetes, hypertension or heart disease.
- a chronic disease such as metabolic disease, diabetes, hypertension or heart disease.
- the patient is tested for the risk status according to the invention before receiving potentially nephrotoxic medication.
- the KRF is determined by microarray hybridization with specific probes or by PCR.
- the invention refers to a panel of biomarkers for determining acute renal failure or the AKI risk, consisting of at least two markers selected from the group consisting of VCAN, NRP1 , CCL2, CCL19, COL3A1 and GZMM. It is therefore contemplated that one or more of said biomarkers are used to manufacture a diagnostic product to determine AKI or the AKI risk.
- a set of reagents for determining the AKI risk is preferably specifically binding to at least two markers of the panel according to the invention.
- the preferred set according to the invention comprises reagents, which are ligands specifically binding to said markers.
- the ligands are nucleotide sequence specific oligonucleotides or antibodies or antibody fragments. It is further preferred that the reagents are labelled.
- the present invention provides a method of detection, diagnosis, prognosis, monitoring or predisposition testing of acute kidney injury by determining the amount of a marker selected from VCAN, NRP1 , CCL2, CCL19, COL3A1 , GZMM or any combination thereof in a sample.
- a marker selected from VCAN, NRP1 , CCL2, CCL19, COL3A1 , GZMM or any combination thereof in a sample.
- one of these markers can be detected, or a combination of any two, three, four, five, or six of these markers, or any combination with at least one of the markers according to the invention with a further risk factor associated with AKI.
- the inventive markers are:
- VCAN - Versican (UniGene: Hs.643801 , Hs.715773, GenelD: 1462, GenBank: AA056022/AA056070): Versican is a major extracellular chondroitin sulfate proteoglycan detected in the vessel wall, where it contributes to the formation of blood vessels. It is highly expressed by aortic endothelial cells and vascular smooth muscle cells. - -
- NRP1 - Neuropilin 1 (UniGene: Hs.131704, GenelD: 8829, GenBank: AA098867/AA099262): NRP1 is a membrane-bound coreceptor to a tyrosine kinase receptor for both vascular endothelial growth factor (VEGF; MIM 192240) and semaphohn (see SEMA3A; MIM 603961 ) family members. NRP1 plays versatile roles in angiogenesis, axon guidance, cell survival, migration, and invasion.
- VEGF vascular endothelial growth factor
- MIM 192240 vascular endothelial growth factor
- SEMA3A MIM 603961
- CCL2 - chemokine (C-C motif) ligand 2 (UniGene: Hs.303649, GenelD: 6347, GenBank: T77817/T77816): This gene is one of several cytokine genes clustered on the q-arm of chromosome 17. Cytokines are a family of secreted proteins involved in immunoregulatory and inflammatory processes. The protein encoded by this gene is structurally related to the CXC subfamily of cytokines. Members of this subfamily are characterized by two cysteines separated by a single amino acid. This cytokine displays chemotactic activity for monocytes and basophils but not for neutrophils or eosinophils.
- CCL19 - chemokine (C-C motif) ligand 19 (UniGene: Hs.50002, GenelD: 6363, GenBank: AA680186): This gene is one of several CC cytokine genes clustered on the p-arm of chromosome 9. Cytokines are a family of secreted proteins involved in immunoregulatory and inflammatory processes. The CC cytokines are proteins characterized by two adjacent cysteines. The cytokine encoded by this gene may play a role in normal lymphocyte recirculation and homing. It also plays an important role in trafficking of T cells in thymus, and in T cell and B cell migration to secondary lymphoid organs. It specifically binds to chemokine receptor CCR7.
- COL3A1 - collagen, type III, alpha 1 (UniGene: Hs.443625, GenelD: 1281 , GenBank: AI679372): This gene encodes the pro-alpha1 chains of type III collagen, a fibrillar collagen that is found in extensible connective tissues such as skin, lung, uterus, intestine and the vascular system, frequently in association with type I collagen. Mutations in this gene are associated with Ehlers-Danlos syndrome types IV, and with aortic and arterial aneurysms. Two transcripts, resulting from the use of alternate polyadenylation signals, have been identified for this gene.
- GZMM - granzyme M (lymphocyte met-ase 1 ) (UniGene: Hs.465511 , GenelD: 3004, GenBank: AM 24941 ): Human natural killer (NK) cells and activated lymphocytes express and store a distinct subset of neutral serine proteases together with proteoglycans and other immune effector molecules in large cytoplasmic granules.
- NK Human natural killer
- granzymes include 4 distinct gene products: granzyme A, granzyme B, granzyme H, and Met-ase, also known as granzyme M.
- markers including but not limited to respective polypeptides and nucleotide sequences, such as native-sequence polypeptides, isoforms, chimeric polypeptides, any derivative, part or polymorphism (including without limitation splice variant) of such biomolecules, all homologs, fragments, and precursors of the markers, and modified forms of the polypeptides and derivatives, or nucleic acids encoding such polypeptides, are referred to herein as "Kidney Risk Factors (s)" (KRF).
- KRF Kidney Risk Factors
- the present invention provides a panel of biomarkers that can be used in a method for detection, diagnosis, prognosis, or monitoring the acute kidney injury (AKI), including the risk for experiencing acute renal failure (ARF)
- the inventive method allows the determination of the predisposition for developing AKI or respective risk stages, e.g. to distinguish between low, medium and high risk patients.
- the invention contemplates marker sets containing or consisting essentially of at least two, three, four, five or six KRF, wherein at least one of the KRFs is selected from the inventive panel, preferably at least two, three, four, five or six of the KRFs according to the invention.
- the marker sets are preferably polypeptide or genetic marker sets representing the KRF or respective binders, e.g. comprising a plurality of respective polypeptides, genes or polynucleotides.
- KRF are thus preferably determined by testing for KRF polypeptides and KRF polynucleotides.
- KRF determination always refers to the detection and/or testing for one or more KRF polypeptides or KRF polynucleotides.
- KRF determination is specifically proposed in the method according to the invention for determining the risk for developing an acute kidney disease or an acute kidney disorder, and in particular in the detection of the risk of developing AKI within a short, medium or long-term period, depending on medical treatment and care.
- the markers can be used for diagnosis, monitoring, i.e. monitoring progression or therapeutic treatment, prognosis, treatment, or classification of respective kidney disease, or as markers before or after therapy.
- Normal kidney function is defined as a glomerular filtration rate above 70ml/min, preferably above 80 ml/min, more preferably above 90 - -
- the identification of a patient's risk or predisposition is essential in the patient population that is already classified as high-risk patients. It is thus preferred to test a patient population according to the invention, which is already classified as risk patients, for instance, patients with risk factors of age, preexisting chronic illness, malnutrition, cancer, severe trauma, or sepsis. In particular, it is indicated to test patients suffering from metabolic disease, such as diabetic disease, hypertension or heart or vascular disease, Typically, patients suffering from AKI are not tested for the AKI risk according to the invention.
- the inventive method can also include the step of obtaining the sample from a patient at risk for developing acute kidney injury, e.g. before contrast medium administration in the course of angiography.
- patients herein always includes healthy subjects.
- the subject can, e.g., be any mammal, in particular a human, but also selected from mouse, rat, hamster, cat, dog, horse, cow, pig, etc.
- Reference values for the KRF are preferably obtained from a control group of patients or subjects with normal expression of said KRF, or a KRF expression, that is afflicted with kidney stress conditions, such as septic, cancer or diabetic patients, without proteinuremia or AKI, which represents the appropriate reference patient group.
- the control comprises material derived from a pool of samples from normal patients.
- the method according to the invention is specifically provided for determining susceptibility to kidney disease, such as AKI, by determining a KRF in a patient comprising: (a) obtaining a sample from a patient,
- detect includes assaying, imaging or otherwise establishing the presence or absence of the target KRF encoding the markers, subunits thereof, or combinations of reagent bound targets, and the like, or assaying for, imaging, ascertaining, establishing, or otherwise determining one or more factual characteristics of kidney disease or similar conditions.
- the term encompasses diagnostic, prognostic, and monitoring applications for a KRF. - -
- the invention also provides a method of assessing whether a patient is at risk of AKI, comprising comparing:
- a significant difference between the levels of a KRF in a patient and the normal levels is an indication that the patient has a risk of kidney disease or a predisposition to kidney disease, such as AKI.
- the method according to the invention for assessing whether a patient has a risk of kidney disease or a pre-disposition for kidney disease, higher levels of KRF in a sample relative to the corresponding normal levels is an indication that the patient has kidney disease or a pre-disposition for kidney disease.
- the risk of acute kidney injury is indicated if the amount of a marker or the combination of markers is increased at least 1.2 times the reference value of subjects not suffering from AKI, preferably being subjects from a control group or healthy subjects.
- an increase below a 1.5 fold increase of an individual marker reflects a relatively low risk; at least 1.5 fold, but below 2.0 fold increase is considered a medium risk; at least 2.0 fold increase would indicate a high-risk.
- the risk is considered to be increased as well.
- at least 1.2 -1.4 fold increase of each of at least two KRFs already determines the medium to high-risk stages.
- the amount of VCAN is at least 1.5, preferably at least
- ACTB actin beta
- the amount of NRP1 is at least 1.5, preferably at least 1.6, at least 1.8, at least 2, at least 3, or at least 4 times the reference value, in particular as determined by PCR with ACTB as endogenous control or as determined by microarray analysis.
- the amount of CCL2 is at least 1.2, preferably at least 1.5, more preferably at least 1.6, at least 1.8, at least 2, at least 3 or at least 4 times - -
- the reference value in particular as determined by PCR with ACTB as endogenous control or as determined by microarray analysis.
- the amount of CCL19 is at least 1.5, preferably at least 1.6, at least 1.8, at least 2, at least 3, or at least 4 times the reference value, in particular as determined by PCR with ACTB as endogenous control or as determined by microarray analysis.
- the amount of COL3A1 is at least 1.2, preferably at least 1.5, more preferably at least 1.6, at least 1.8, at least 2, at least 3 or at least 4 times the reference value, in particular as determined by PCR with ACTB as endogenous control or as determined by microarray analysis.
- the amount of GZMM is at least 1.5, preferably at least 1.6, at least 1.8, at least 2, at least 3, or at least 4 times the reference value, in particular as determined by PCR with ACTB as endogenous control or as determined by microarray analysis. If more than one marker is detected, the comparison is made to each single reference value for each marker in the reference itself.
- the inventive prognosis method can predict whether a patient is at risk of developing acute kidney injury. The higher the fold increase, the higher is the patient's risk of AKI.
- An elevated KRF indicates, for example, special treatment of the patient, using appropriate medication or contrast media. The method of the invention can thus be used to evaluate a patient before, during, and after medical treatment.
- the KRF level can be compared to a cut-off concentration and the kidney disease development potential is determined from the comparison; wherein concentrations of KRF above the reference concentrations are predictive of, e.g., correlate with, kidney disease development in the patient.
- the preferred method according to the invention comprises the step of comparing the KRF level with a predetermined standard or cut-off value, which is preferably at least 50% higher than the standard, more preferred at least 60% or 70% higher, but can also be at least 100% higher.
- the methods are non-invasive for AKI predisposition testing, which in turn allow for diagnosis of a variety of conditions or diseases associated with acute kidney disease.
- the invention provides a non-invasive non-surgical method for detection, diagnosis, monitoring, or prediction of acute kidney disease or onset of kidney disease in a patient comprising: obtaining a - -
- sample of blood, plasma, serum, urine or saliva or a tissue sample from the patient subjecting the sample to a procedure to detect one or more KRF by comparing the levels of KRF to the levels of KRF obtained from a control.
- the invention also contemplates a method of assessing the potential of a test compound to contribute to kidney disease or onset of kidney disease comprising:
- the invention according to the invention can be employed to determine the effect of an environmental factor on kidney disease comprising comparing one or more KRF associated with kidney disease or onset of kidney disease in the presence and absence of the environmental factor.
- inventive markers can be detected in any sample of a subject comprising said markers e.g. where an expression of a KRF is determined either as polynucleotide, e.g. as mRNA, or expressed polypeptide or protein.
- the comparison with the reference value should be of the same sample type.
- determining the amount of the marker or any combination thereof comprises determining the expression of the marker(s), preferably by determining the mRNA concentration of the marker(s).
- mRNA of the sample can be isolated, if necessary, after adequate sample preparation steps, e.g. tissue homogenisation, and hybridized with marker specific probes, in particular on a microarray platform with or without amplification, or primers for PCR-based detection methods, e.g. PCR extension labelling with probes specific for a portion of the marker mRNA.
- the marker(s) or a combination thereof is (are) determined by microarray hybridization with VCAN, NRP1 , CCL2, CCL19, COL3A1 , GZMM specific probes or by PCR.
- Differential expression of the polynucleotides is preferably determined by micro- array, hybridization or by amplification of the extracted polynucleotides.
- the invention contemplates a gene expression profile comprising one or more of the KRF that is - -
- This profile provides a highly sensitive and specific test with both high positive and negative predictive values permitting diagnosis and prediction of the patient's risk of developing disease.
- the invention provides a method for determining the AKI risk in a patient comprising
- the amount of polynucleotides that are mRNA are detected via polymerase chain reaction using, for example, oligonucleotide primers that hybridize to a KRF, or complements of such polynucleotides.
- the amount of mRNA is detected using a hybridization technique, employing oligonucleotide probes that hybridize to a KRF, or complements thereof.
- the method may be carried out by combining isolated mRNA with reagents to convert to cDNA according to standard methods and analyzing the products to detect the presence of KRF in the sample.
- the methods described herein utilize one or more KRF placed on a micro-array so that the expression status of each of the markers is assessed simultaneously.
- the invention provides a microarray comprising a defined set of KRF genes, whose expression is significantly altered by an AKI risk.
- the invention further relates to the use of the microarray as a prognostic tool to predict kidney disease.
- the amount of a marker or any combination thereof is determined by the polypeptide or protein concentration of the marker(s), e.g. with marker specific ligands, such as antibodies or specific binding partners.
- the binding event can, e.g., be detected by competitive or non-competitive methods, including the use of labelled ligand or marker specific moieties, e.g. antibodies, or labelled competitive moieties, including a labelled marker standard, which compete with marker proteins for the binding event. If the marker specific ligand is capable of forming a complex with the marker, the complex formation indicates expression of the markers in the sample. - -
- the invention relates to a method for diagnosing and monitoring acute kidney disease in a patient by quantitating a KRF in a biological sample from the subject comprising
- KRF levels can be determined by constructing an antibody microarray, in which binding sites comprise immobilized, preferably monoclonal antibodies specific to a marker.
- the invention also relates to kits for carrying out the methods of the invention.
- the invention further contemplates the methods, compositions, and kits described herein using additional markers associated with kidney disease.
- the methods described herein may be modified by including reagents to detect the additional markers, or polynucleotides for the markers.
- Appropriate probes, specific antibodies or methods for determining the biomarkers are known in the art, and have been used for different purposes. For instance, mRNA and protein concentration of versican can be tested with respective diagnostic tools according to WO2007/096142A2 and WO2005/010213A2.
- NRP1 mRNA or protein concentration can be tested according to WO2005/024603A2.
- NRP1 specific oligonucleotides and NRP1 specific antibodies are described in
- WO99/55855A2 and WO2007/056470A2 respectively.
- CCL2 (MCP-1 ) specific antibodies are descibed in US2007/249002A1.
- Rice et al 2002, see above
- WO2005/054503A2 discloses means to determine CCL19 mRNA or protein.
- Antibodies or oligonucleotides specific to COL3A1 have been described in
- GZMM protein and nucleotide sequence can be determined using specific antibodies and PCR primers according to the teaching of Bade et al (2005, see above) and Sayers et al (2001 , see above).
- immunoassays involve contacting a sample containing or suspected of containing a biomarker of interest with at least one antibody that specifically binds to the biomarker. A signal is then generated indicative of the presence or amount of complexes formed by the binding of polypeptides in the sample to the antibody. The signal is then related to the presence or amount of the biomarker in the sample.
- the assay devices and methods known in the art can utilize labeled molecules in various sandwich, competitive, or non-competitive assay formats, to generate a signal that is related to the presence or amount of the biomarker of interest.
- Suitable assay formats also include chromatographic, mass spectrograph ic, and protein
- blotting methods methods and devices, such as biosensors and optical immunoassays, may be employed to determine the presence or amount of analytes without the need for a labeled molecule. See, e.g., U.S. Patents 5,631 ,171 ; and 5,955,377, each of which is hereby incorporated by reference in its entirety, including all tables, figures and claims.
- robotic instrumentation including but not limited to Beckman ACCESS®, Abbott AXSYM®, Roche ELECSYS®, Dade Behring STRATUS® systems are among the immunoassay analyzers that are capable of performing immunoassays. But any suitable immunoassay may be utilized, for example, enzyme-linked immunoassays (ELISA), radioimmunoassays (RIAs), competitive binding assays, and the like.
- Antibodies or other polypeptides may be immobilized onto a variety of solid supports for use in assays.
- Solid phases that may be used to immobilize specific binding members include include those developed and/or used as solid phases in solid phase binding assays. Examples of suitable solid phases include membrane filters, cellulose-based papers, beads (including polymeric, latex and paramagnetic particles), glass, silicon wafers, microparticles, nanoparticles, TentaGels, AgroGels, PEGA gels, SPOCC gels, and multiple-well plates.
- An assay strip could be prepared by coating the antibody or a plurality of antibodies in an array on solid support.
- Antibodies or other polypeptides may be bound to specific zones of assay devices either by conjugating directly to an assay device surface, or by indirect binding. In an example of the later case, antibodies or other polypeptides may be immobilized on particles or other solid supports, and that solid support immobilized to the device surface.
- Biological assays require methods for detection, and one of the most common methods for quantitation of results is to conjugate a detectable label to a protein or nucleic acid that has affinity for one of the components in the biological system being studied.
- Detectable labels may include molecules that are themselves detectable (e.g., fluorescent moieties, electrochemical labels, metal chelates, etc.) as well as molecules that may be indirectly detected by production of a detectable reaction product (e.g., enzymes such as horseradish peroxidase, alkaline phosphatase, etc.) or by a specific binding molecule which itself may be detectable (e.g., biotin, digoxigenin, maltose, oligohistidine, 2,4-dintrobenzene, phenylarsenate, ssDNA, dsDNA, etc.).
- a detectable reaction product e.g., enzymes such as horseradish peroxidase, alkaline phosphatase, etc.
- Cross-linking reagents contain at least two reactive groups, and are divided generally into homofunctional cross-linkers (containing identical reactive groups) and heterofunctional cross-linkers (containing non-identical reactive groups). Homobifunctional cross-linkers that couple through amines, sulfhydryls or react non- specifically are available from many commercial sources. Maleimides, alkyl and aryl halides, alpha-haloacyls and pyridyl disulfides are thiol reactive groups.
- the analyte is measured using standard sandwich enzyme immunoassay techniques.
- a first antibody which binds the analyte is immobilized in wells of a 96 well polystyrene microplate.
- Analyte standards and test samples are pipetted into the appropriate wells and any analyte present is bound by the immobilized antibody.
- a horseradish peroxidase-conjugated second antibody which binds the analyte is added to the wells, thereby forming sandwich complexes with the analyte (if present) and the first antibody.
- a substrate solution comprising tetramethylbenzidine and hydrogen peroxide is added to the wells. Color develops in proportion to the amount of analyte present in the sample. The color development is stopped and the intensity of the color is measured at 540 nm - -
- An analyte concentration is assigned to the test sample by comparison to a standard curve determined from the analyte standards.
- the present invention provides a set of at least two different marker specific moieties, each specific for a KRF to determine at least two KRFs, wherein at least one of the KRFs is selected from the panel according to the invention, e.g. more than two, three, four, five or six marker specific moieties, wherein at least two or more, such as three, four, five or six markers selected from VCAN, NRP1 , CCL2, CCL19 COL3A1 or GZMM can be determined.
- Preferred marker combinations can be derived from the examples and Table 4 below, which are reaching area under the curve (AUC) values of at least 0.8, preferably at least 0.85, more preferred at least 0.9, e.g. exemplarily VCAN, CCL2, and COL3A1 as well as VCAN and NRP1.
- AUC area under the curve
- Marker specific moieties are substances which can bind to or detect at least one of the markers for a detection method described above and are in particular marker nucleotide sequence detecting tools or marker protein specific antibodies, including antibody fragments, such as Fab, F(ab), F(ab) ⁇ Fv, scFv, or single chain antibodies.
- the marker specific moieties can also be selected from marker nucleotide sequence specific oligonucleotides, which specifically bind to a portion of the marker sequences, e.g. mRNA or cDNA, or are complementary to such a portion in the sense or complementary anti-sense, like cDNA complementary strand, orientation.
- moieties are preferably labelled, such as by optical, including fluorescence, and radioactive labels.
- Fig. 1 Results for VCAN: Arrays: 11 ta-high vs 21 ta-low (fold-change for AA056022/AA056070 : 2.40)
- Fig. 2 Results for NRP1 : Arrays: 11 ta-high vs 21 ta-low (fold-change for AA098867/AA099262: 2.16)
- Fig. 5 Results for COL3A1 : Arrays: 11 ta-high vs 21 ta-low (fold-change for AI679372: 2.20)
- Fig. 6 Results for GZMM: Arrays: 11 ta-high vs 21 ta-low (fold-change for
- Example 1 Patient Samples
- kidney biopsies Human renal biopsies of kidney transplant donors were collected. 82 kidney biopsies were included for cDNA microarray analysis. Donor kidney biopsies were examined pre-transplantation by a pathologist and the degree of glomerulosclerosis (gs), arteriolosclerosis (as), interstitial fibrosis (if), interstitial inflammation (ii), tubular atrophy (tc) as well as acute tubulus damage (ta) was assessed following a semiquantitative grading system: 0 - no; 1 - minor; 2 - moderate; 3 - severe damage.
- Acute tubular damage is a histological parameter strongly correlated to acute kidney injury and thus was used to identify marker candidates separating samples with no or only mild damage versus samples with severe tubulus damage.
- Microarray-based gene expression profiling was performed in those 32 patients' samples, while real-time PCR validation experiments were performed in 18 samples.
- Example 2 RNA isolation and microarrav hybridization
- RNA samples Two micrograms of isolated total RNA were amplified using the RiboAmp RNA amplification kit (Arcturus, Mountain View, California). The amplified RNA was inspected on an ethidium bromide stained 1 % agarose gel and on the Agilent 2100 Bioanalyzer. cDNA microarrays holding 41 ,409 features were obtained from the Stanford University Functional Genomics core facility (batches No.: shcm, shdb, shem, sheo, sher, and shfr). A type Il experimental setup was used, where each of the samples was hybridized along with a common reference to a microarray. Stratagene Universal human reference RNA, composed of total RNA from 10 human cell lines, served as reference.
- Example 3 Statistical analysis and selection of putative biomarkers Signals showing intensity signal over background values lower than 1.5 in either channel were excluded and the analyses were focused on genes with valid data in at least 80% of processed samples, leaving 24123 cDNA clones in the analysis dataset. A two-sample t-test (p ⁇ 0.05) and the two-fold-change criterion were used to identify differentially expressed genes (DEGs) when comparing samples with no or only mild tubular damage versus samples with severe tubular damage.
- DEGs differentially expressed genes
- DEGs The subcellular location of DEGs was determined using data stored in the SwissProt database as well as bioinformatics prediction routines based on the protein sequence, and secreted proteins were identified. The secreted DEGs showing the highest fold-change values were selected for validation via real-time PCR experiments.
- Example 4 Validation via real-time PCR
- RNA was also used as the Standard RNA in the microarray experiments.
- qRT-PCR conditions according to the manufacture's (ABI) recommendations: 10min 95°C, 40 cycles (15sec 95°C, 1 min 60 0 C) with fluorescence reading during annealing step.
- VCAN neuropilin 1
- NPP1 neuropilin 1
- CCL2 chemokine (C-C motif) ligand 2
- CCL19 chemokine (C-C motif) ligand 19
- collagen type III alpha 1 COL3A1
- GZMM granzyme M
- APOB apolipoprotein B
- CCFH complement factor H
- FCN1 ficolin 1
- FGL2 fibhnogen-like 2
- Example 7 rtPCR results in proximal and distal tubule cells Renal cell suspensions were prepared from unaffected parts of tumor nephrectomies. Informed consent was obtained from all patients included in the study. Cortical tissue (approximately 0.5 cm 3 ) was dissected by removing the inner medulla and the outer fibrous capsule followed by mechanical homogenization using a clean scalpel. Minced sample were then pressed through a cell dissociation sieve (SIGMA ALDRICH) and transferred into medium M199 (Invitrogen, Carlsbad, California) supplemented with 10% foetal calf serum (Invitrogen, Carlsbad, California), using the plunger of a larger syringe.
- SIGMA ALDRICH cell dissociation sieve
- the obtained suspension was then further passed through a 40 ⁇ m cell strainer (BD-Biosciences) in order to obtain a nearly homogenous single cell suspension of renal tubular cells.
- Single cell suspension was then labelled with a PE-conjugated CD13 antibody (BD-Biosciences, San Jose, California) and a FITC- conjugated Tamm Horse Fall antibody (Cedarlanes) specific for proximal or distal tubules, respectively.
- Cells were washed twice with MACS-buffer (Miltenyi-Biotec) and subjected to fluorescence activated cell sorting on a FACSAha cell sorter (BD- Biosciences).
- proximal and distal tubule cells ranged between 1 - 5% in the initial cell suspension.
- RNA yields after cell sorting were about 500.000 cells at purities of >95% for both proximal and distal tubule cells.
- RNA of the six KDFs along with two highly abundant proteins in tubuli tissue are given.
- Nephrotoxic substances like antibiotics, anti-inflammatory drugs or contrast media used in specific X-ray tests may lead to acute kidney injury.
- One of these substances is iodinated contrast medium in coronary angiography.
- a sera sample collection of patients undergoing coronary angiography was initiated.
- One sample was collected before coronary angiography and second sample was collected 24 hours after coronary angiography.
- Creatinine values were determined as well as the estimated glomerular filtration rate according to the Mayo Clinic in Rochester (Ann Intern Med. 2004; 141 : 929-937). According to the European - -
- contrast-induced AKI is defined as impairment in renal function indicated by an increase in serum creatinine by >0.5 mg/dl or >25% within 3 days after contrast medium administration. Determination of KRF(s) in serum samples taken before contrast medium administration allow determining the correlation to the change in serum creatinine levels thus evaluating the potential to predict AKI.
- the concentration of KRF(s) protein in serum samples is measured via ELISA technology using means well-known in the art.
- a sandwich ELISA setup one monoclonal antibody directed against a specific KRF is adsorbed to wells of a 96 well polystyrene microplate, followed by incubation with human serum test samples and standards at various dilutions. After a washing step to get rid of unbound substances a second biotinylated detection antibody is added to each well followed by addition of HRP (horseradish peroxidase)-labeled streptavidin.
- HRP horseradish peroxidase
- ABTS 2, 2'- Azino-bis-(3-ethylbenziazoline-6-sulfonic acid)
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CA2720644A CA2720644A1 (en) | 2008-04-15 | 2009-04-15 | Markers of acute kidney failure |
ES09733187.0T ES2502241T3 (en) | 2008-04-15 | 2009-04-15 | Markers of acute renal failure |
EP09733187.0A EP2279270B1 (en) | 2008-04-15 | 2009-04-15 | Markers of acute kidney failure |
US14/295,237 US20140303024A1 (en) | 2008-04-15 | 2014-06-03 | Markers of acute kidney failure |
US15/219,075 US20170016070A1 (en) | 2008-04-15 | 2016-07-25 | Markers of acute kidney failure |
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JP6774091B2 (en) * | 2016-10-31 | 2020-10-21 | 国立大学法人 新潟大学 | How to determine the condition of the kidney or its parts and a kit for that |
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US8338096B2 (en) | 2012-12-25 |
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