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GWAS Study

Protein-coding variants implicate novel genes related to lipid homeostasis contributing to body-fat distribution.

Justice AE, Karaderi T, Highland HM et al.

30778226 PubMed ID
GWAS Study Type
476546 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

JA
Justice AE
KT
Karaderi T
HH
Highland HM
YK
Young KL
GM
Graff M
LY
Lu Y
TV
Turcot V
AP
Auer PL
FR
Fine RS
GX
Guo X
SC
Schurmann C
LA
Lempradl A
ME
Marouli E
MA
Mahajan A
WT
Winkler TW
LA
Locke AE
MC
Medina-Gomez C
ET
Esko T
VS
Vedantam S
GA
Giri A
LK
Lo KS
AT
Alfred T
MP
Mudgal P
NM
Ng MCY
HN
Heard-Costa NL
FM
Feitosa MF
MA
Manning AK
WS
Willems SM
SS
Sivapalaratnam S
AG
Abecasis G
AD
Alam DS
AM
Allison M
AP
Amouyel P
AZ
Arzumanyan Z
BB
Balkau B
BL
Bastarache L
BS
Bergmann S
BL
Bielak LF
BM
Blüher M
BM
Boehnke M
BH
Boeing H
BE
Boerwinkle E
BC
Böger CA
BJ
Bork-Jensen J
BE
Bottinger EP
BD
Bowden DW
BI
Brandslund I
BL
Broer L
BA
Burt AA
BA
Butterworth AS
CM
Caulfield MJ
CG
Cesana G
CJ
Chambers JC
CD
Chasman DI
CY
Chen YI
CR
Chowdhury R
CC
Christensen C
CA
Chu AY
CF
Collins FS
CJ
Cook JP
CA
Cox AJ
CD
Crosslin DS
DJ
Danesh J
DB
de Bakker PIW
DS
Denus S
MR
Mutsert R
DG
Dedoussis G
DE
Demerath EW
DJ
Dennis JG
DJ
Denny JC
DA
Di Angelantonio E
DM
Dörr M
DF
Drenos F
DM
Dubé MP
DA
Dunning AM
ED
Easton DF
EP
Elliott P
EE
Evangelou E
FA
Farmaki AE
FS
Feng S
FE
Ferrannini E
FJ
Ferrieres J
FJ
Florez JC
FM
Fornage M
FC
Fox CS
FP
Franks PW
FN
Friedrich N
GW
Gan W
GI
Gandin I
GP
Gasparini P
GV
Giedraitis V
GG
Girotto G
GM
Gorski M
GH
Grallert H
GN
Grarup N
GM
Grove ML
GS
Gustafsson S
HJ
Haessler J
HT
Hansen T
HA
Hattersley AT
HC
Hayward C
HI
Heid IM
HO
Holmen OL
HG
Hovingh GK
HJ
Howson JMM
HY
Hu Y
HY
Hung YJ
HK
Hveem K
IM
Ikram MA
IE
Ingelsson E
JA
Jackson AU
JG
Jarvik GP
JY
Jia Y
JT
Jørgensen T
JP
Jousilahti P
JJ
Justesen JM
KB
Kahali B
KM
Karaleftheri M
KS
Kardia SLR
KF
Karpe F
KF
Kee F
KH
Kitajima H
KP
Komulainen P
KJ
Kooner JS
KP
Kovacs P
KB
Krämer BK
KK
Kuulasmaa K
KJ
Kuusisto J
LM
Laakso M
LT
Lakka TA
LD
Lamparter D
LL
Lange LA
LC
Langenberg C
LE
Larson EB
LN
Lee NR
LW
Lee WJ
LT
Lehtimäki T
LC
Lewis CE
LH
Li H
LJ
Li J
LR
Li-Gao R
LL
Lin LA
LX
Lin X
LL
Lind L
LJ
Lindström J
LA
Linneberg A
LC
Liu CT
LD
Liu DJ
LJ
Luan J
LL
Lyytikäinen LP
MS
MacGregor S
MR
Mägi R
MS
Männistö S
MG
Marenne G
MJ
Marten J
MN
Masca NGD
MM
McCarthy MI
MK
Meidtner K
ME
Mihailov E
ML
Moilanen L
MM
Moitry M
MD
Mook-Kanamori DO
MA
Morgan A
MA
Morris AP
MM
Müller-Nurasyid M
MP
Munroe PB
NN
Narisu N
NC
Nelson CP
NM
Neville M
NI
Ntalla I
OJ
O'Connell JR
OK
Owen KR
PO
Pedersen O
PG
Peloso GM
PC
Pennell CE
PM
Perola M
PJ
Perry JA
PJ
Perry JRB
PT
Pers TH
EA
Ewing A
PO
Polasek O
RO
Raitakari OT
RA
Rasheed A
RC
Raulerson CK
RR
Rauramaa R
RD
Reilly DF
RA
Reiner AP
RP
Ridker PM
RM
Rivas MA
RN
Robertson NR
RA
Robino A
RI
Rudan I
RK
Ruth KS
SD
Saleheen D
SV
Salomaa V
SN
Samani NJ
SP
Schreiner PJ
SM
Schulze MB
SR
Scott RA
SM
Segura-Lepe M
SX
Sim X
SA
Slater AJ
SK
Small KS
SB
Smith BH
SJ
Smith JA
SL
Southam L
ST
Spector TD
SE
Speliotes EK
SK
Stefansson K
SV
Steinthorsdottir V
SK
Stirrups KE
SK
Strauch K
SH
Stringham HM
SM
Stumvoll M
SL
Sun L
SP
Surendran P
SK
Swart KMA
TJ
Tardif JC
TK
Taylor KD
TA
Teumer A
TD
Thompson DJ
TG
Thorleifsson G
TU
Thorsteinsdottir U
TB
Thuesen BH
TA
Tönjes A
TM
Torres M
TE
Tsafantakis E
TJ
Tuomilehto J
UA
Uitterlinden AG
UM
Uusitupa M
VD
van Duijn CM
VM
Vanhala M
VR
Varma R
VS
Vermeulen SH
VH
Vestergaard H
VV
Vitart V
VT
Vogt TF
VD
Vuckovic D
WL
Wagenknecht LE
WM
Walker M
WL
Wallentin L
WF
Wang F
WC
Wang CA
WS
Wang S
WN
Wareham NJ
WH
Warren HR
WD
Waterworth DM
WJ
Wessel J
WH
White HD
WC
Willer CJ
WJ
Wilson JG
WA
Wood AR
WY
Wu Y
YH
Yaghootkar H
YJ
Yao J
YL
Yerges-Armstrong LM
YR
Young R
ZE
Zeggini E
ZX
Zhan X
ZW
Zhang W
ZJ
Zhao JH
ZW
Zhao W
ZH
Zheng H
ZW
Zhou W
ZM
Zillikens MC
RF
Rivadeneira F
BI
Borecki IB
PJ
Pospisilik JA
DP
Deloukas P
FT
Frayling TM
LG
Lettre G
MK
Mohlke KL
RJ
Rotter JI
KZ
Kutalik Z
HJ
Hirschhorn JN
CL
Cupples LA
LR
Loos RJF
NK
North KE
LC
Lindgren CM
Chapter II

Abstract

Summary of the research findings

Body-fat distribution is a risk factor for adverse cardiovascular health consequences. We analyzed the association of body-fat distribution, assessed by waist-to-hip ratio adjusted for body mass index, with 228,985 predicted coding and splice site variants available on exome arrays in up to 344,369 individuals from five major ancestries (discovery) and 132,177 European-ancestry individuals (validation). We identified 15 common (minor allele frequency, MAF ≥5%) and nine low-frequency or rare (MAF <5%) coding novel variants. Pathway/gene set enrichment analyses identified lipid particle, adiponectin, abnormal white adipose tissue physiology and bone development and morphology as important contributors to fat distribution, while cross-trait associations highlight cardiometabolic traits. In functional follow-up analyses, specifically in Drosophila RNAi-knockdowns, we observed a significant increase in the total body triglyceride levels for two genes (DNAH10 and PLXND1). We implicate novel genes in fat distribution, stressing the importance of interrogating low-frequency and protein-coding variants.

288,492 European ancestry individuals, up to 15,687 African American individuals, up to 29,315 South Asian ancestry individuals, up to 6,800 East Asian ancestry individuals, up to 4,075 Hispanic ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

476546
Total Participants
GWAS
Study Type
Yes
Replicated
132,177 European ancestry individuals
Replication Participants
South Asian, European, East Asian, African American or Afro-Caribbean, Hispanic or Latin American
Ancestry
Bangladesh, India, Pakistan, U.S., China
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

Important Disclaimer: This review has been performed semi-automatically and is provided for informational purposes only. While we strive for accuracy, this analysis may contain errors, omissions, or misinterpretations of the original research. DNA Genics disclaims all liability for any inaccuracies, errors, or consequences arising from the use of this information. Users should independently verify all information and consult original research publications before making any decisions based on this content. This analysis is not intended as a substitute for professional scientific review or medical advice.

Analysis In Progress

Our analysis of this publication is currently being prepared. Please check back soon for comprehensive insights into the health and genetic findings discussed in this research.