Phenome-wide Mendelian randomization mapping the influence of the plasma proteome on complex diseases

孟德尔随机化 共域化 现象 生物 蛋白质组 计算生物学 混淆 遗传学 连锁不平衡 蛋白质组学 遗传关联 等位基因 生物信息学 表型 基因 遗传变异 单核苷酸多态性 单倍型 基因型 医学 神经科学 内科学
作者
Jie Zheng,Valeriia Haberland,Denis Baird,Venexia Walker,Philip Haycock,Mark R. Hurle,Alex Gutteridge,Pau Erola,Yi Liu,Shan Luo,Jamie Robinson,Tom G. Richardson,James R Staley,Benjamin Elsworth,Stephen Burgess,Benjamin B. Sun,John Danesh,Heiko Runz,Joseph Maranville,Hannah M. Martin
出处
期刊:Nature Genetics [Springer Nature]
卷期号:52 (10): 1122-1131 被引量:611
标识
DOI:10.1038/s41588-020-0682-6
摘要

The human proteome is a major source of therapeutic targets. Recent genetic association analyses of the plasma proteome enable systematic evaluation of the causal consequences of variation in plasma protein levels. Here we estimated the effects of 1,002 proteins on 225 phenotypes using two-sample Mendelian randomization (MR) and colocalization. Of 413 associations supported by evidence from MR, 130 (31.5%) were not supported by results of colocalization analyses, suggesting that genetic confounding due to linkage disequilibrium is widespread in naïve phenome-wide association studies of proteins. Combining MR and colocalization evidence in cis-only analyses, we identified 111 putatively causal effects between 65 proteins and 52 disease-related phenotypes ( https://www.epigraphdb.org/pqtl/ ). Evaluation of data from historic drug development programs showed that target-indication pairs with MR and colocalization support were more likely to be approved, evidencing the value of this approach in identifying and prioritizing potential therapeutic targets. Mendelian randomization (MR) and colocalization analyses are used to estimate causal effects of 1,002 plasma proteins on 225 phenotypes. Evidence from drug developmental programs shows that target-indication pairs with MR and colocalization support were more likely to be approved, highlighting the value of this approach for prioritizing therapeutic targets.
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