Title | Plasma proteome analyses in individuals of European and African ancestry identify cis-pQTLs and models for proteome-wide association studies. |
Publication Type | Journal Article |
Year of Publication | 2022 |
Authors | Zhang, J, Dutta, D, Köttgen, A, Tin, A, Schlosser, P, Grams, ME, Harvey, B, Yu, B, Boerwinkle, E, Coresh, J, Chatterjee, N |
Corporate Authors | CKDGen Consortium |
Journal | Nat Genet |
Volume | 54 |
Issue | 5 |
Pagination | 593-602 |
Date Published | 2022 May |
ISSN | 1546-1718 |
Keywords | Genetic Predisposition to Disease, Genome-Wide Association Study, Gout, Humans, Polymorphism, Single Nucleotide, Proteome |
Abstract | Improved understanding of genetic regulation of the proteome can facilitate identification of the causal mechanisms for complex traits. We analyzed data on 4,657 plasma proteins from 7,213 European American (EA) and 1,871 African American (AA) individuals from the Atherosclerosis Risk in Communities study, and further replicated findings on 467 AA individuals from the African American Study of Kidney Disease and Hypertension study. Here, we identified 2,004 proteins in EA and 1,618 in AA, with most overlapping, which showed associations with common variants in cis-regions. Availability of AA samples led to smaller credible sets and notable number of population-specific cis-protein quantitative trait loci. Elastic Net produced powerful models for protein prediction in both populations. An application of proteome-wide association studies to serum urate and gout implicated several proteins, including IL1RN, revealing the promise of the drug anakinra to treat acute gout flares. Our study demonstrates the value of large and diverse ancestry study to investigate the genetic mechanisms of molecular phenotypes and their relationship with complex traits. |
DOI | 10.1038/s41588-022-01051-w |
Alternate Journal | Nat Genet |
PubMed ID | 35501419 |
PubMed Central ID | PMC9236177 |
Grant List | MC_PC_17228 / MRC_ / Medical Research Council / United Kingdom R01 HG010480 / HG / NHGRI NIH HHS / United States HHSN268201700004C / HB / NHLBI NIH HHS / United States R01 AR073178 / AR / NIAMS NIH HHS / United States HHSN268201700001I / HL / NHLBI NIH HHS / United States HHSN268201700004I / HL / NHLBI NIH HHS / United States R01 HL148218 / HL / NHLBI NIH HHS / United States R01 HL134320 / HL / NHLBI NIH HHS / United States HHSN268201700003I / HL / NHLBI NIH HHS / United States MC_QA137853 / MRC_ / Medical Research Council / United Kingdom R01 DK124399 / DK / NIDDK NIH HHS / United States HHSN268201700005C / HL / NHLBI NIH HHS / United States HHSN268201700001C / HL / NHLBI NIH HHS / United States HHSN268201700002C / HB / NHLBI NIH HHS / United States HHSN268201700003C / HL / NHLBI NIH HHS / United States HHSN268201700002I / HL / NHLBI NIH HHS / United States HHSN268201700005I / HL / NHLBI NIH HHS / United States |
Plasma proteome analyses in individuals of European and African ancestry identify cis-pQTLs and models for proteome-wide association studies.
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