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

Authors :
Zheng J
Haberland V
Baird D
Walker V
Haycock PC
Hurle MR
Gutteridge A
Erola P
Liu Y
Luo S
Robinson J
Richardson TG
Staley JR
Elsworth B
Burgess S
Sun BB
Danesh J
Runz H
Maranville JC
Martin HM
Yarmolinsky J
Laurin C
Holmes MV
Liu JZ
Estrada K
Santos R
McCarthy L
Waterworth D
Nelson MR
Smith GD
Butterworth AS
Hemani G
Scott RA
Gaunt TR
Source :
Nature genetics [Nat Genet] 2020 Oct; Vol. 52 (10), pp. 1122-1131. Date of Electronic Publication: 2020 Sep 07.
Publication Year :
2020

Abstract

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.

Details

Language :
English
ISSN :
1546-1718
Volume :
52
Issue :
10
Database :
MEDLINE
Journal :
Nature genetics
Publication Type :
Academic Journal
Accession number :
32895551
Full Text :
https://doi.org/10.1038/s41588-020-0682-6