Proteomics of CKD progression in the chronic renal insufficiency cohort

被引:22
作者
Dubin, Ruth F. [1 ]
Deo, Rajat [2 ]
Ren, Yue [3 ]
Wang, Jianqiao [4 ]
Zheng, Zihe [3 ]
Shou, Haochang [3 ]
Go, Alan S. [5 ]
Parsa, Afshin [6 ]
Lash, James P. [7 ]
Rahman, Mahboob [8 ]
Hsu, Chi-yuan [5 ,9 ]
Weir, Matthew R. [10 ]
Chen, Jing [11 ]
Anderson, Amanda [11 ]
Grams, Morgan E. [12 ,13 ,14 ]
Surapaneni, Aditya [12 ,13 ,14 ]
Coresh, Josef [12 ,13 ]
Li, Hongzhe [3 ]
Kimmel, Paul L. [15 ]
Vasan, Ramachandran S. [16 ,17 ]
Feldman, Harold [3 ]
Segal, Mark R. [18 ]
Ganz, Peter [19 ]
CRIC Study Investigator
CKD Biomarkers Consortium
机构
[1] Univ Texas Southwestern Med Ctr, Div Nephrol, Dallas, TX 75390 USA
[2] Univ Penn, Perelman Sch Med, Div Cardiovasc Med, Philadelphia, PA USA
[3] Univ Penn, Perelman Sch Med, Dept Biostat Epidemiol & Informat, Philadelphia, PA USA
[4] Harvard TH Chan Sch Publ Hlth, Boston, MA USA
[5] Kaiser Permanente Northern Calif, Dept Hlth Syst Sci, Div Res, Oakland, CA USA
[6] Natl Inst Diabet & Digest & Kidney Dis, NIH, Bethesda, MD USA
[7] Univ Illinois, Dept Med, Chicago, IL USA
[8] Case Western Reserve Univ, Univ Hosp Cleveland Med Ctr, Sch Med, Dept Med, Cleveland, OH USA
[9] Univ Calif San Francisco, Div Nephrol, San Francisco, CA USA
[10] Univ Maryland, Sch Med, Dept Med, Div Nephrol, Baltimore, MD USA
[11] Tulane Univ, Dept Epidemiol, New Orleans, LA USA
[12] Johns Hopkins Univ, Welch Ctr Prevent Epidemiol & Clin Res, Baltimore, MD USA
[13] Johns Hopkins Univ, Dept Med, Baltimore, MD USA
[14] New York Univ, Grossman Sch Med, Div Precis Med, Div Precis Med, New York, NY USA
[15] Natl Inst Diabet & Digest & Kidney Dis, NIH, Div Kidney Urol & Hematol Dis, Bethesda, MD USA
[16] Boston Univ Sch Med, Univ Texas Sch Publ Hlth San Antonio, Boston, MA USA
[17] Boston Univ Sch Med, Univ Texas Hlth Sci Ctr San Antonio, Dept Med, Sect Prevent Med & Epidemiol, Boston, MA USA
[18] Univ Calif San Francisco, Dept Epidemiol & Biostat, San Francisco, CA USA
[19] Univ Calif San Francisco, Div Cardiol, San Francisco, CA USA
基金
美国国家卫生研究院;
关键词
CHRONIC KIDNEY-DISEASE; PROTEINS; BMP; BIOMARKER; VARIANTS; FIBROSIS; RECEPTOR; HEALTH; RISK;
D O I
10.1038/s41467-023-41642-7
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
07 ; 0710 ; 09 ;
摘要
Progression of chronic kidney disease (CKD) portends myriad complications, including kidney failure. In this study, we analyze associations of 4638 plasma proteins among 3235 participants of the Chronic Renal Insufficiency Cohort Study with the primary outcome of 50% decline in estimated glomerular filtration rate or kidney failure over 10 years. We validate key findings in the Atherosclerosis Risk in the Communities study. We identify 100 circulating proteins that are associated with the primary outcome after multivariable adjustment, using a Bonferroni statistical threshold of significance. Individual protein associations and biological pathway analyses highlight the roles of bone morphogenetic proteins, ephrin signaling, and prothrombin activation. A 65-protein risk model for the primary outcome has excellent discrimination (C-statistic[95%CI] 0.862 [0.835, 0.889]), and 14/65 proteins are druggable targets. Potentially causal associations for five proteins, to our knowledge not previously reported, are supported by Mendelian randomization: EGFL9, LRP-11, MXRA7, IL-1 sRII and ILT-2. Modifiable protein risk markers can guide therapeutic drug development aimed at slowing CKD progression. Progression of chronic kidney disease may lead to kidney failure and cardiovascular, metabolic and bone disease complications. Here, the authors conduct a large-scale proteomic study in patients with chronic kidney disease, identify numerous proteins that predict kidney failure, some of which are likely causal mediators and hence potential therapeutic targets.
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页数:13
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