Renal Gene and Protein Expression Signatures for Prediction of Kidney Disease Progression

被引:61
作者
Ju, Wenjun
Eichinger, Felix [3 ]
Bitzer, Markus [5 ]
Oh, Jun [6 ]
McWeeney, Shannon [7 ]
Berthier, Celine C. [3 ]
Shedden, Kerby [4 ]
Cohen, Clemens D. [8 ,9 ]
Henger, Anna [3 ]
Krick, Stefanie
Kopp, Jeffrey B. [10 ]
Stoeckert, Christian J., Jr. [11 ]
Dikman, Steven [2 ]
Schroeppel, Bernd
Thomas, David B. [12 ]
Schlondorff, Detlef
Kretzler, Matthias [3 ]
Boettinger, Erwin P. [1 ]
机构
[1] Mt Sinai Med Ctr, Mt Sinai Sch Med, Dept Med, Div Nephrol, New York, NY 10029 USA
[2] Mt Sinai Med Ctr, Mt Sinai Sch Med, Dept Pathol, New York, NY 10029 USA
[3] Univ Michigan, Dept Internal Med Nephrol, Ann Arbor, MI 48109 USA
[4] Univ Michigan, Dept Stat, Ann Arbor, MI 48109 USA
[5] Albert Einstein Coll Med, Dept Med, Div Nephrol, Bronx, NY 10467 USA
[6] Heidelberg Univ, Dept Pediat Nephrol, Heidelberg, Germany
[7] Oregon Hlth & Sci Univ, Dept Publ Hlth & Prevent Med, Div Biostat, Portland, OR 97201 USA
[8] Univ Zurich, Nephrol Clin, Zurich, Switzerland
[9] Univ Zurich, Inst Physiol, Zurich, Switzerland
[10] NIDDK, Kidney Dis Branch, NIH, Bethesda, MD USA
[11] Univ Penn, Sch Med, Dept Genet, Ctr Bioinformat, Philadelphia, PA 19104 USA
[12] Nephrocor, New York Lab, Uniondale, NY USA
基金
美国国家卫生研究院;
关键词
GROWTH-FACTOR-BETA; TGF-BETA; TRANSGENIC MICE; MICROARRAY DATA; ACTIVATION; APOPTOSIS; SURVIVAL; INJURY; S100A6; TISSUE;
D O I
10.2353/ajpath.2009.080888
中图分类号
R36 [病理学];
学科分类号
100104 ;
摘要
Although chronic kidney disease (CKD) is common, only a fraction of CKD patients progress to end-stage renal disease. Molecular predictors to stratify CKD populations according to their risk of progression remain undiscovered. Here we applied transcriptional profiling of kidneys from transforming growth factor-beta 1 transgenic (Tg) mice, characterized by heterogeneity of kidney disease progression, to identify 43 genes that discriminate kidneys by severity of glomerular apoptosis before the onset of tubulointerstitial fibrosis in 2-week-old animals. Among the genes examined, 19 showed significant correlation between mRNA expression in uninephrectomized left kidneys at 2 weeks of age and renal disease severity in right kidneys of Tg mice at 4 weeks of age. Gene expression profiles of human orthologs of the 43 genes in kidney biopsies were highly significantly related (R-2 = 0.53; P < 0.001) to the estimated glomerular filtration rates in patients with CKD stages I to V, and discriminated groups of CKD stages I/II and III/IV/V with positive and negative predictive values of 0.8 and 0.83, respectively. Protein expression patterns for selected genes were successfully validated by immunohistochemistry in kidneys of Tg mice and kidney biopsies of patients with IgA nephropathy and CKD stages I to V, respectively. In conclusion, we developed novel mRNA and protein expression signatures that predict progressive renal fibrosis in mice and may be useful molecular predictors of CKD progression in humans. (Am J Pathol 2009, 174:2073-2085; DOI:10.2353/ajpath.2009.080888)
引用
收藏
页码:2073 / 2085
页数:13
相关论文
共 55 条
  • [1] Transforming growth factor beta and progression of renal disease
    August, P
    Suthanthiran, M
    [J]. KIDNEY INTERNATIONAL, 2003, 64 : S99 - S104
  • [2] Staging of chronic kidney disease: Time for a course correction
    Bauer, Carolyn
    Melamed, Michal L.
    Hostetter, Thomas H.
    [J]. JOURNAL OF THE AMERICAN SOCIETY OF NEPHROLOGY, 2008, 19 (05): : 844 - 846
  • [3] Gene-expression profiles predict survival of patients with lung adenocarcinoma
    Beer, DG
    Kardia, SLR
    Huang, CC
    Giordano, TJ
    Levin, AM
    Misek, DE
    Lin, L
    Chen, GA
    Gharib, TG
    Thomas, DG
    Lizyness, ML
    Kuick, R
    Hayasaka, S
    Taylor, JMG
    Iannettoni, MD
    Orringer, MB
    Hanash, S
    [J]. NATURE MEDICINE, 2002, 8 (08) : 816 - 824
  • [4] Bitzer M, 2000, GENE DEV, V14, P187
  • [5] Transforming growth factor-β in renal disease
    Bitzer, M
    Sterzel, RB
    Böttinger, EP
    [J]. KIDNEY & BLOOD PRESSURE RESEARCH, 1998, 21 (01) : 1 - 12
  • [6] Boettinger Erwin P., 2008, P989
  • [7] BORDER WA, 1994, NEW ENGL J MED, V331, P1286
  • [8] Böttinger EP, 2002, EXP NEPHROL, V10, P93
  • [9] TGF-β in renal injury and disease
    Bottinger, Erwin P.
    [J]. SEMINARS IN NEPHROLOGY, 2007, 27 (03) : 309 - 320
  • [10] Predicting survival from microarray data -: a comparative study
    Bovelstad, H. M.
    Nygard, S.
    Storvold, H. L.
    Aldrin, M.
    Borgan, O.
    Frigessi, A.
    Lingjaerde, O. C.
    [J]. BIOINFORMATICS, 2007, 23 (16) : 2080 - 2087