CKD273, a New Proteomics Classifier Assessing CKD and Its Prognosis

被引:126
作者
Argiles, Angel [1 ,2 ,3 ]
Siwy, Justyna [4 ,5 ]
Duranton, Flore [1 ]
Gayrard, Nathalie [1 ]
Dakna, Mohammed [4 ]
Lundin, Ulrika [6 ]
Osaba, Lourdes [7 ]
Delles, Christian [8 ]
Mourad, Georges [3 ]
Weinberger, Klaus M. [6 ]
Mischak, Harald [4 ,8 ]
机构
[1] RD Nephrol, Montpellier, France
[2] Nephrol Dialyse St Guilhem, Sete, France
[3] Serv Nephrol Dialyse Peritoneale & Transplantat, Montpellier, France
[4] Mosaiques Diagnost & Therapeut AG, Hannover, Germany
[5] Charite, D-13353 Berlin, Germany
[6] Biocrates Life Sci AG, Innsbruck, Austria
[7] Progenika Biopharma SA, Derio, Vizcaya, Spain
[8] Univ Glasgow, BHF Glasgow Cardiovasc Res Ctr, Glasgow, Lanark, Scotland
关键词
CHRONIC KIDNEY-DISEASE; MASS-SPECTROMETRY; URINARY; PROTEIN; BIOMARKERS; DIAGNOSIS;
D O I
10.1371/journal.pone.0062837
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
070301 [无机化学]; 070403 [天体物理学]; 070507 [自然资源与国土空间规划学]; 090105 [作物生产系统与生态工程];
摘要
National Kidney Foundation CKD staging has allowed uniformity in studies on CKD. However, early diagnosis and predicting progression to end stage renal disease are yet to be improved. Seventy six patients with different levels of CKD, including outpatients and dialysed patients were studied for transcriptome, metabolome and proteome description. High resolution urinary proteome analysis was blindly performed in the 53 non-anuric out of the 76 CKD patients. In addition to routine clinical parameters, CKD273, a urinary proteomics-based classifier and its peptides were quantified. The baseline values were analyzed with regard to the clinical parameters and the occurrence of death or renal death during follow-up (3.6 years) as the main outcome measurements. None of the patients with CKD273<0.55 required dialysis or died while all fifteen patients that reached an endpoint had a CKD273 score >0.55. Unsupervised clustering analysis of the CKD273 peptides separated the patients into two main groups differing in CKD associated parameters. Among the 273 biomarkers, peptides derived from serum proteins were relatively increased in patients with lower glomerular filtration rate, while collagen-derived peptides were relatively decreased (p<0.05; Spearman). CKD273 was different in the groups with different renal function (p<0.003). The CKD273 classifier separated CKD patients according to their renal function and informed on the likelihood of experiencing adverse outcome. Recently defined in a large population, CKD273 is the first proteomic-based classifier successfully tested for prognosis of CKD progression in an independent cohort.
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页数:7
相关论文
共 30 条
[1]
[Anonymous], DIABETES CARE
[2]
[Anonymous], ANN DAT REP
[3]
Neutrophil Gelatinase-Associated Lipocalin (NGAL) and Progression of Chronic Kidney Disease [J].
Bolignano, Davide ;
Lacquaniti, Antonio ;
Coppolino, Giuseppe ;
Donato, Valentina ;
Campo, Susanna ;
Fazio, Maria Rosaria ;
Nicocia, Giacomo ;
Buemi, Michele .
CLINICAL JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2009, 4 (02) :337-344
[4]
Prevalence of chronic kidney disease and decreased kidney function in the adult US population: Third National Health and Nutrition Examination Survey [J].
Coresh, J ;
Astor, BC ;
Greene, T ;
Eknoyan, G ;
Levey, AS .
AMERICAN JOURNAL OF KIDNEY DISEASES, 2003, 41 (01) :1-12
[5]
K/DOQI clinical practice guidelines for chronic kidney disease: Evaluation, classification, and stratification - Foreword [J].
Eknoyan, G ;
Levin, NW .
AMERICAN JOURNAL OF KIDNEY DISEASES, 2002, 39 (02) :S14-S266
[6]
Advances in urinary proteome analysis and biomarker discovery [J].
Fliser, Danilo ;
Novak, Jan ;
Thongboonkerd, Visith ;
Argiles, Angel ;
Jankowski, Vera ;
Girolami, Mark A. ;
Jankowski, Joachim ;
Mischak, Harald .
JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2007, 18 (04) :1057-1071
[7]
Naturally Occurring Human Urinary Peptides for Use in Diagnosis of Chronic Kidney Disease [J].
Good, David M. ;
Zuerbig, Petra ;
Argiles, Angel ;
Bauer, Hartwig W. ;
Behrens, Georg ;
Coon, Joshua J. ;
Dakna, Mohammed ;
Decramer, Stephane ;
Delles, Christian ;
Dominiczak, Anna F. ;
Ehrich, Jochen H. H. ;
Eitner, Frank ;
Fliser, Danilo ;
Frommberger, Moritz ;
Ganser, Arnold ;
Girolami, Mark A. ;
Golovko, Igor ;
Gwinner, Wilfried ;
Haubitz, Marion ;
Herget-Rosenthal, Stefan ;
Jankowski, Joachim ;
Jahn, Holger ;
Jerums, George ;
Julian, Bruce A. ;
Kellmann, Markus ;
Kliem, Volker ;
Kolch, Walter ;
Krolewski, Andrzej S. ;
Luppi, Mario ;
Massy, Ziad ;
Melter, Michael ;
Neusuess, Christian ;
Novak, Jan ;
Peter, Karlheinz ;
Rossing, Kasper ;
Rupprecht, Harald ;
Schanstra, Joost P. ;
Schiffer, Eric ;
Stolzenburg, Jens-Uwe ;
Tarnow, Lise ;
Theodorescu, Dan ;
Thongboonkerd, Visith ;
Vanholder, Raymond ;
Weissinger, Eva M. ;
Mischak, Harald ;
Schmitt-Kopplin, Philippe .
MOLECULAR & CELLULAR PROTEOMICS, 2010, 9 (11) :2424-2437
[8]
CALCIUM-OXALATE MONOHYDRATE CRYSTALS STIMULATE GENE-EXPRESSION IN RENAL EPITHELIAL-CELLS [J].
HAMMES, MS ;
LIESKE, JC ;
PAWAR, S ;
SPARGO, BH ;
TOBACK, FG .
KIDNEY INTERNATIONAL, 1995, 48 (02) :501-509
[9]
Identification and Validation of Urinary Biomarkers for Differential Diagnosis and Evaluation of Therapeutic Intervention in Anti-neutrophil Cytoplasmic Antibody-associated Vasculitis [J].
Haubitz, Marion ;
Good, David M. ;
Woywodt, Alexander ;
Haller, Hermann ;
Rupprecht, Harald ;
Theodorescu, Dan ;
Dakna, Mohammed ;
Coon, Joshua J. ;
Mischak, Harald .
MOLECULAR & CELLULAR PROTEOMICS, 2009, 8 (10) :2296-2307
[10]
Quantitative Urinary Proteome Analysis for Biomarker Evaluation in Chronic Kidney Disease [J].
Jantos-Siwy, Justyna ;
Schiffer, Eric ;
Brand, Korbinian ;
Schumann, Gerhard ;
Rossing, Kasper ;
Delles, Christian ;
Mischak, Harald ;
Metzger, Jochen .
JOURNAL OF PROTEOME RESEARCH, 2009, 8 (01) :268-281