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GWAS Study

Meta-analysis identifies 13 new loci associated with waist-hip ratio and reveals sexual dimorphism in the genetic basis of fat distribution.

Heid IM, Jackson AU, Randall JC et al.

20935629 PubMed ID
GWAS Study Type
190803 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

HI
Heid IM
JA
Jackson AU
RJ
Randall JC
WT
Winkler TW
QL
Qi L
SV
Steinthorsdottir V
TG
Thorleifsson G
ZM
Zillikens MC
SE
Speliotes EK
MR
Mägi R
WT
Workalemahu T
WC
White CC
BN
Bouatia-Naji N
HT
Harris TB
BS
Berndt SI
IE
Ingelsson E
WC
Willer CJ
WM
Weedon MN
LJ
Luan J
VS
Vedantam S
ET
Esko T
KT
Kilpeläinen TO
KZ
Kutalik Z
LS
Li S
MK
Monda KL
DA
Dixon AL
HC
Holmes CC
KL
Kaplan LM
LL
Liang L
MJ
Min JL
MM
Moffatt MF
MC
Molony C
NG
Nicholson G
SE
Schadt EE
ZK
Zondervan KT
FM
Feitosa MF
FT
Ferreira T
LA
Lango Allen H
WR
Weyant RJ
WE
Wheeler E
WA
Wood AR
EK
Estrada K
GM
Goddard ME
LG
Lettre G
MM
Mangino M
ND
Nyholt DR
PS
Purcell S
SA
Smith AV
VP
Visscher PM
YJ
Yang J
MS
McCarroll SA
NJ
Nemesh J
VB
Voight BF
AD
Absher D
AN
Amin N
AT
Aspelund T
CL
Coin L
GN
Glazer NL
HC
Hayward C
HN
Heard-Costa NL
HJ
Hottenga JJ
JA
Johansson A
JT
Johnson T
KM
Kaakinen M
KK
Kapur K
KS
Ketkar S
KJ
Knowles JW
KP
Kraft P
KA
Kraja AT
LC
Lamina C
LM
Leitzmann MF
MB
McKnight B
MA
Morris AP
OK
Ong KK
PJ
Perry JR
PM
Peters MJ
PO
Polasek O
PI
Prokopenko I
RN
Rayner NW
RS
Ripatti S
RF
Rivadeneira F
RN
Robertson NR
SS
Sanna S
SU
Sovio U
SI
Surakka I
TA
Teumer A
VW
van Wingerden S
VV
Vitart V
ZJ
Zhao JH
CC
Cavalcanti-Proença C
CP
Chines PS
FE
Fisher E
KJ
Kulzer JR
LC
Lecoeur C
NN
Narisu N
SC
Sandholt C
SL
Scott LJ
SK
Silander K
SK
Stark K
TM
Tammesoo ML
TT
Teslovich TM
TN
Timpson NJ
WR
Watanabe RM
WR
Welch R
CD
Chasman DI
CM
Cooper MN
JJ
Jansson JO
KJ
Kettunen J
LR
Lawrence RW
PN
Pellikka N
PM
Perola M
VL
Vandenput L
AH
Alavere H
AP
Almgren P
AL
Atwood LD
BA
Bennett AJ
BR
Biffar R
BL
Bonnycastle LL
BS
Bornstein SR
BT
Buchanan TA
CH
Campbell H
DI
Day IN
DM
Dei M
DM
Dörr M
EP
Elliott P
EM
Erdos MR
EJ
Eriksson JG
FN
Freimer NB
FM
Fu M
GS
Gaget S
GE
Geus EJ
GA
Gjesing AP
GH
Grallert H
GJ
Grässler J
GC
Groves CJ
GC
Guiducci C
HA
Hartikainen AL
HN
Hassanali N
HA
Havulinna AS
HK
Herzig KH
HA
Hicks AA
HJ
Hui J
IW
Igl W
JP
Jousilahti P
JA
Jula A
KE
Kajantie E
KL
Kinnunen L
KI
Kolcic I
KS
Koskinen S
KP
Kovacs P
KH
Kroemer HK
KV
Krzelj V
KJ
Kuusisto J
KK
Kvaloy K
LJ
Laitinen J
LO
Lantieri O
LG
Lathrop GM
LM
Lokki ML
LR
Luben RN
LB
Ludwig B
MW
McArdle WL
MA
McCarthy A
MM
Morken MA
NM
Nelis M
NM
Neville MJ
PG
Paré G
PA
Parker AN
PJ
Peden JF
PI
Pichler I
PK
Pietiläinen KH
PC
Platou CG
PA
Pouta A
RM
Ridderstråle M
SN
Samani NJ
SJ
Saramies J
SJ
Sinisalo J
SJ
Smit JH
SR
Strawbridge RJ
SH
Stringham HM
SA
Swift AJ
TM
Teder-Laving M
TB
Thomson B
UG
Usala G
VM
van Meurs JB
VO
van Ommen GJ
VV
Vatin V
VC
Volpato CB
WH
Wallaschofski H
WG
Walters GB
WE
Widen E
WS
Wild SH
WG
Willemsen G
WD
Witte DR
ZL
Zgaga L
ZP
Zitting P
BJ
Beilby JP
JA
James AL
KM
Kähönen M
LT
Lehtimäki T
NM
Nieminen MS
OC
Ohlsson C
PL
Palmer LJ
RO
Raitakari O
RP
Ridker PM
SM
Stumvoll M
TA
Tönjes A
VJ
Viikari J
BB
Balkau B
BY
Ben-Shlomo Y
BR
Bergman RN
BH
Boeing H
SG
Smith GD
ES
Ebrahim S
FP
Froguel P
HT
Hansen T
HC
Hengstenberg C
HK
Hveem K
IB
Isomaa B
JT
Jørgensen T
KF
Karpe F
KK
Khaw KT
LM
Laakso M
LD
Lawlor DA
MM
Marre M
MT
Meitinger T
MA
Metspalu A
MK
Midthjell K
PO
Pedersen O
SV
Salomaa V
SP
Schwarz PE
TT
Tuomi T
TJ
Tuomilehto J
VT
Valle TT
WN
Wareham NJ
AA
Arnold AM
BJ
Beckmann JS
BS
Bergmann S
BE
Boerwinkle E
BD
Boomsma DI
CM
Caulfield MJ
CF
Collins FS
EG
Eiriksdottir G
GV
Gudnason V
GU
Gyllensten U
HA
Hamsten A
HA
Hattersley AT
HA
Hofman A
HF
Hu FB
IT
Illig T
IC
Iribarren C
JM
Jarvelin MR
KW
Kao WH
KJ
Kaprio J
LL
Launer LJ
MP
Munroe PB
OB
Oostra B
PB
Penninx BW
PP
Pramstaller PP
PB
Psaty BM
QT
Quertermous T
RA
Rissanen A
RI
Rudan I
SA
Shuldiner AR
SN
Soranzo N
ST
Spector TD
SA
Syvanen AC
UM
Uda M
UA
Uitterlinden A
VH
Völzke H
VP
Vollenweider P
WJ
Wilson JF
WJ
Witteman JC
WA
Wright AF
AG
Abecasis GR
BM
Boehnke M
BI
Borecki IB
DP
Deloukas P
FT
Frayling TM
GL
Groop LC
HT
Haritunians T
HD
Hunter DJ
KR
Kaplan RC
NK
North KE
OJ
O'Connell JR
PL
Peltonen L
SD
Schlessinger D
SD
Strachan DP
HJ
Hirschhorn JN
AT
Assimes TL
WH
Wichmann HE
TU
Thorsteinsdottir U
VD
van Duijn CM
SK
Stefansson K
CL
Cupples LA
LR
Loos RJ
BI
Barroso I
MM
McCarthy MI
FC
Fox CS
MK
Mohlke KL
LC
Lindgren CM
Chapter II

Abstract

Summary of the research findings

Waist-hip ratio (WHR) is a measure of body fat distribution and a predictor of metabolic consequences independent of overall adiposity. WHR is heritable, but few genetic variants influencing this trait have been identified. We conducted a meta-analysis of 32 genome-wide association studies for WHR adjusted for body mass index (comprising up to 77,167 participants), following up 16 loci in an additional 29 studies (comprising up to 113,636 subjects). We identified 13 new loci in or near RSPO3, VEGFA, TBX15-WARS2, NFE2L3, GRB14, DNM3-PIGC, ITPR2-SSPN, LY86, HOXC13, ADAMTS9, ZNRF3-KREMEN1, NISCH-STAB1 and CPEB4 (P = 1.9 × 10⁻⁹ to P = 1.8 × 10⁻⁴⁰) and the known signal at LYPLAL1. Seven of these loci exhibited marked sexual dimorphism, all with a stronger effect on WHR in women than men (P for sex difference = 1.9 × 10⁻³ to P = 1.2 × 10⁻¹³). These findings provide evidence for multiple loci that modulate body fat distribution independent of overall adiposity and reveal strong gene-by-sex interactions.

Up to 77,167 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

190803
Total Participants
GWAS
Study Type
Yes
Replicated
Up to 113,636 European ancestry individuals
Replication Participants
European
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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