Mapping genetic determinants of 184 circulating proteins in 26,494 individuals to connect proteins and diseases
Author:
Macdonald-Dunlop ErinORCID, Klarić LucijaORCID, Folkersen LasseORCID, Timmers Paul R.H.J.ORCID, Gustafsson StefanORCID, Zhao Jing HuaORCID, Eriksson NiclasORCID, Richmond AnneORCID, Enroth StefanORCID, Mattsson-Carlgren Niklas, Zhernakova Daria V., Kalnapenkis AnetteORCID, Magnusson Martin, Wheeler EleanorORCID, Hwang Shih-Jen, Chen Yan, Morris Andrew PORCID, Prins BramORCID, Võsa UrmoORCID, Wareham Nicholas J., Danesh JohnORCID, Sundstrom JohanORCID, Gigante BrunaORCID, Baldassarre DamianoORCID, Strawbridge Rona J.ORCID, Campbell Harry, Gyllensten UlfORCID, Yao ChenORCID, Zanetti Daniela, Assimes Themistocles L.ORCID, Eriksson Per, Levy Daniel, Langenberg ClaudiaORCID, Smith J. GustavORCID, Esko Tõnu, Fu JingyuanORCID, Hansson OskarORCID, Johansson ÅsaORCID, Hayward CarolineORCID, Wallentin LarsORCID, Siegbahn AgnetaORCID, Lind LarsORCID, Butterworth Adam S.ORCID, Michaëlsson KarlORCID, Peters James E.ORCID, Mälarstig Anders, Joshi Peter K.ORCID, Wilson James F.ORCID
Abstract
AbstractWe performed the largest genome-wide meta-analysis (GWAMA) (Max N=26,494) of the levels of 184 cardiovascular-related plasma protein levels to date and reported 592 independent loci (pQTL) associated with the level of at least one protein (1308 significant associations, median 6 per protein). We estimated that only between 8-37% of testable pQTL overlap with established expression quantitative trait loci (eQTL) using multiple methods, while 132 out of 1064 lead variants show evidence for transcription factor binding, and found that 75% of our pQTL are known DNA methylation QTL. We highlight the variation in genetic architecture between proteins and that proteins share genetic architecture with cardiometabolic complex traits. Using cis-instrument Mendelian randomisation (MR), we infer causal relationships for 11 proteins, recapitulating the previously reported relationship between PCSK9 and LDL cholesterol, replicating previous pQTL MR findings and discovering 16 causal relationships between protein levels and disease. Our MR results highlight IL2-RA as a candidate for drug repurposing for Crohn’s Disease as well as 2 novel therapeutic targets: IL-27 (Crohn’s disease) and TNFRSF14 (Inflammatory bowel disease, Multiple sclerosis and Ulcerative colitis). We have demonstrated the discoveries possible using our pQTL and highlight the potential of this work as a resource for genetic epidemiology.
Publisher
Cold Spring Harbor Laboratory
Cited by
11 articles.
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