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Incident heart failure in chronic kidney disease: proteomics informs biology and risk stratification

医学 孟德尔随机化 心力衰竭 内科学 肾脏疾病 队列 射血分数 肾功能 比例危险模型 利钠肽 生物化学 基因 基因型 化学 遗传变异
作者
Ruth F. Dubin,Rajat Deo,Yue Ren,Jianqiao Wang,Alexander R. Pico,Josyf C. Mychaleckyj,Julia Kozlitina,Victoria Arthur,Hongzhe Lee,Amil M. Shah,Harold I. Feldman,Nisha Bansal,Leila R. Zelnick,Panduranga S. Rao,Nidhi Sukul,Dominic S. Raj,Rupal Mehta,Sylvia E. Rosas,Zeenat Bhat,Matthew R. Weir
出处
期刊:European Heart Journal [Oxford University Press]
卷期号:45 (30): 2752-2767 被引量:5
标识
DOI:10.1093/eurheartj/ehae288
摘要

Abstract Background and Aims Incident heart failure (HF) among individuals with chronic kidney disease (CKD) incurs hospitalizations that burden patients and health care systems. There are few preventative therapies, and the Pooled Cohort equations to Prevent Heart Failure (PCP-HF) perform poorly in the setting of CKD. New drug targets and better risk stratification are urgently needed. Methods In this analysis of incident HF, SomaScan V4.0 (4638 proteins) was analysed in 2906 participants of the Chronic Renal Insufficiency Cohort (CRIC) with validation in the Atherosclerosis Risk in Communities (ARIC) study. The primary outcome was 14-year incident HF (390 events); secondary outcomes included 4-year HF (183 events), HF with reduced ejection fraction (137 events), and HF with preserved ejection fraction (165 events). Mendelian randomization and Gene Ontology were applied to examine causality and pathways. The performance of novel multi-protein risk models was compared to the PCP-HF risk score. Results Over 200 proteins were associated with incident HF after adjustment for estimated glomerular filtration rate at P < 1 × 10−5. After adjustment for covariates including N-terminal pro-B-type natriuretic peptide, 17 proteins remained associated at P < 1 × 10−5. Mendelian randomization associations were found for six proteins, of which four are druggable targets: FCG2B, IGFBP3, CAH6, and ASGR1. For the primary outcome, the C-statistic (95% confidence interval [CI]) for the 48-protein model in CRIC was 0.790 (0.735, 0.844) vs. 0.703 (0.644, 0.762) for the PCP-HF model (P = .001). C-statistic (95% CI) for the protein model in ARIC was 0.747 (0.707, 0.787). Conclusions Large-scale proteomics reveal novel circulating protein biomarkers and potential mediators of HF in CKD. Proteomic risk models improve upon the PCP-HF risk score in this population.
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