医学
生物标志物
孟德尔随机化
冲程(发动机)
肿瘤科
优势比
生物信息学
内科学
疾病
全基因组关联研究
单核苷酸多态性
基因型
遗传学
工程类
基因
生物
机械工程
遗传变异
作者
Michael Chong,Jennifer Sjaarda,Marie Pigeyre,Pedrum Mohammadi‐Shemirani,Ricky Lali,Ashkan Shoamanesh,Hertzel C. Gerstein,Guillaume Paré
出处
期刊:Circulation
[Lippincott Williams & Wilkins]
日期:2019-06-18
卷期号:140 (10): 819-830
被引量:174
标识
DOI:10.1161/circulationaha.119.040180
摘要
BACKGROUND: Novel, effective, and safe drugs are warranted for treatment of ischemic stroke. Circulating protein biomarkers with causal genetic evidence represent promising drug targets, but no systematic screen of the proteome has been performed. METHODS: First, using Mendelian randomization (MR) analyses, we assessed 653 circulating proteins as possible causal mediators for 3 different subtypes of ischemic stroke: large artery atherosclerosis, cardioembolic stroke, and small artery occlusion. Second, we used MR to assess whether identified biomarkers also affect risk for intracranial bleeding, specifically intracerebral and subarachnoid hemorrhages. Third, we expanded this analysis to 679 diseases to test a broad spectrum of side effects associated with hypothetical therapeutic agents for ischemic stroke that target the identified biomarkers. For all MR analyses, summary-level data from genome-wide association studies (GWAS) were used to ascertain genetic effects on circulating biomarker levels versus disease risk. Biomarker effects were derived by meta-analysis of 5 GWAS (N≤20 509). Disease effects were derived from large GWAS analyses, including MEGASTROKE (N≤322 150) and UK Biobank (N≤408 961) studies. RESULTS: ). Multiple side effects beyond stroke were identified for 6 of 7 biomarkers, most (75%) of which were beneficial. No adverse side effects were found for coagulation factor XI, apolipoprotein(a), and SCARA5. CONCLUSIONS: Through a systematic MR screen of the circulating proteome, causal roles for 5 established and 2 novel biomarkers for ischemic stroke were identified. Side-effect profiles were characterized to help inform drug target prioritization. In particular, SCARA5 represents a promising target for treatment of cardioembolic stroke, with no predicted adverse side effects.
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