Comprehensive genetic analysis of the human lipidome identifies novel loci controlling lipid homeostasis with links to coronary artery disease
Gemma CadbyiD, Corey GilesiD, Phillip E. MeltoniD, Kevin HuynhiD, Natalie A. MellettiD, Thy DuongiD, Thu Anh NguyeniD, Michelle A. Cinel, Alexander SmithiD, Gavriel OlshanskyiD, Tingting WangiD, Marta BrożyńskaiD, Mike Inouye, Nina S. McCarthyiD, Amir AriffiD, Joseph HungiD, Jennie HuiiD, John P. BeilbyiD, Marie‐Pierre DubéiD, Gerald Francis WattsiD, Sonia H ShahiD, Naomi R. WrayiD, Wei Ling Florence LimiD, Pratishtha ChatterjeeiD, Ian James MartinsiD, , Eric Keith MosesiD
Abstract
We integrated lipidomics and genomics to unravel the genetic architecture of lipid metabolism and identify genetic variants associated with lipid species that are putatively in the mechanistic pathway to coronary artery disease (CAD). We quantified 596 lipid species in serum from 4,492 phenotyped individuals from the Busselton Health Study. In our discovery GWAS we identified 667 independent loci associations with these lipid species (479 novel), followed by meta-analysis and validation in two independent cohorts. Lipid endophenotypes (134) identified for CAD were associated with variation at 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<1x10-3), 43 loci were associated with at least one of the 134 lipid endophenotypes. The findings of this study illustrate the value of integrative biology to investigate the genetics and lipid metabolism in the aetiology of atherosclerosis and CAD, with implications for other complex diseases.
02 /Specification & Classification
Click any tag to browse matching papers- Citations
- 107
- FWCI
- 3.31
- Field percentile
- top 5%
- Organism
- Assay
- Research Focus
- Approach
Reproducibility ledger
Nobody has reported trying to reproduce this paper yet. Did you replicate an experiment or run the code? Your report saves the next lab a week.
Sign in to file a reproducibility report.
Related papers
- Bivariate GWAS scan identifies six novel loci associated with lipid levels and coronary artery disease
Katherine M. Siewert, Benjamin F. Voight·Circulation Genomic and Precision MedicinePeer-reviewed·Dec 1, 2018
- Genome-wide association analysis of plasma lipidome identifies 495 genetic associations
Linda Ottensmann, Rubina Tabassum, … Matti Pirinen·Nature CommunicationsPeer-reviewed·Oct 31, 2023
- Genome-wide analysis of blood lipid metabolites in over 5,000 South Asians reveals biological insights at cardiometabolic disease loci
Eric L. Harshfield, Eric B. Fauman, … Albert Koulman·BMC MedicinePeer-reviewed·Sep 9, 2021
- Discovery and systematic characterization of risk variants and genes for coronary artery disease in over a million participants.
Krishna G. Aragam, Tao Jiang, … Adam S. Butterworth·medRxiv·May 24, 2021
- Genetics of human plasma lipidome: Understanding lipid metabolism and its link to diseases beyond traditional lipids
Rubina Tabassum, Joel T Rämö, … Samuli Ripatti·bioRxiv·Oct 31, 2018
- Implicating genes, pleiotropy and sexual dimorphism at blood lipid loci through multi-ancestry meta-analysis
Stavroula Kanoni, Sarah E. Graham, … Pala Mauro·Genome biologyPeer-reviewed·Dec 27, 2022