Comprehensive genetic analysis of the human lipidome identifies loci associated with lipid homeostasis with links to coronary artery disease
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Published:2022-06-06
Issue:1
Volume:13
Page:
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ISSN:2041-1723
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Container-title:Nature Communications
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language:en
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Short-container-title:Nat Commun
Author:
Cadby GemmaORCID, Giles CoreyORCID, Melton Phillip E.ORCID, Huynh KevinORCID, Mellett Natalie A., Duong ThyORCID, Nguyen Anh, Cinel Michelle, Smith Alex, Olshansky GavrielORCID, Wang Tingting, Brozynska Marta, Inouye Mike, McCarthy Nina S., Ariff Amir, Hung JosephORCID, Hui Jennie, Beilby John, Dubé Marie-Pierre, Watts Gerald F., Shah SoniaORCID, Wray Naomi R.ORCID, Lim Wei Ling FlorenceORCID, Chatterjee PratishthaORCID, Martins IanORCID, Laws Simon M.ORCID, Porter Tenielle, Vacher Michael, Bush Ashley I.ORCID, Rowe Christopher C., Villemagne Victor L., Ames David, Masters Colin L., Taddei Kevin, Arnold MatthiasORCID, Kastenmüller GabiORCID, Nho Kwangsik, Saykin Andrew J.ORCID, Han XianlinORCID, Kaddurah-Daouk RimaORCID, Martins Ralph N., Blangero JohnORCID, Meikle Peter J.ORCID, Moses Eric K.ORCID
Abstract
AbstractWe integrated lipidomics and genomics to unravel the genetic architecture of lipid metabolism and identify genetic variants associated with lipid species putatively in the mechanistic pathway for coronary artery disease (CAD). We quantified 596 lipid species in serum from 4,492 individuals from the Busselton Health Study. The discovery GWAS identified 3,361 independent lipid-loci associations, involving 667 genomic regions (479 previously unreported), with validation in two independent cohorts. A meta-analysis revealed an additional 70 independent genomic regions associated with lipid species. We identified 134 lipid endophenotypes for CAD associated with 186 genomic loci. Associations between independent lipid-loci with coronary atherosclerosis were assessed in ∼456,000 individuals from the UK Biobank. Of the 53 lipid-loci that showed evidence of association (P < 1 × 10−3), 43 loci were associated with at least one lipid endophenotype. These findings illustrate the value of integrative biology to investigate the aetiology of atherosclerosis and CAD, with implications for other complex diseases.
Funder
Department of Health | National Health and Medical Research Council Dementia Australia
Publisher
Springer Science and Business Media LLC
Subject
General Physics and Astronomy,General Biochemistry, Genetics and Molecular Biology,General Chemistry,Multidisciplinary
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