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GWAS Study

Comprehensive genetic analysis of the human lipidome identifies loci associated with lipid homeostasis with links to coronary artery disease.

Cadby G, Giles C, Melton PE et al.

35668104 PubMed ID
GWAS Study Type
6057 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

CG
Cadby G
GC
Giles C
MP
Melton PE
HK
Huynh K
MN
Mellett NA
DT
Duong T
NA
Nguyen A
CM
Cinel M
SA
Smith A
OG
Olshansky G
WT
Wang T
BM
Brozynska M
IM
Inouye M
MN
McCarthy NS
AA
Ariff A
HJ
Hung J
HJ
Hui J
BJ
Beilby J
DM
Dubé MP
WG
Watts GF
SS
Shah S
WN
Wray NR
LW
Lim WLF
CP
Chatterjee P
MI
Martins I
LS
Laws SM
PT
Porter T
VM
Vacher M
BA
Bush AI
RC
Rowe CC
VV
Villemagne VL
AD
Ames D
MC
Masters CL
TK
Taddei K
AM
Arnold M
KG
Kastenmüller G
NK
Nho K
SA
Saykin AJ
HX
Han X
KR
Kaddurah-Daouk R
MR
Martins RN
BJ
Blangero J
MP
Meikle PJ
ME
Moses EK
Chapter II

Abstract

Summary of the research findings

We 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.

4,492 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

6057
Total Participants
GWAS
Study Type
Yes
Replicated
1,565 European ancestry individuals
Replication Participants
European
Ancestry
Australia, U.S.
Recruitment Country
Chapter IV

AI-Generated Summary

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