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GWAS Study

New loci for body fat percentage reveal link between adiposity and cardiometabolic disease risk.

Lu Y, Day FR, Gustafsson S et al.

26833246 PubMed ID
GWAS Study Type
102427 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

LY
Lu Y
DF
Day FR
GS
Gustafsson S
BM
Buchkovich ML
NJ
Na J
BV
Bataille V
CD
Cousminer DL
DZ
Dastani Z
DA
Drong AW
ET
Esko T
ED
Evans DM
FM
Falchi M
FM
Feitosa MF
FT
Ferreira T
Hedman ÅK
HR
Haring R
HP
Hysi PG
IM
Iles MM
JA
Justice AE
KS
Kanoni S
LV
Lagou V
LR
Li R
LX
Li X
LA
Locke A
LC
Lu C
MR
Mägi R
PJ
Perry JR
PT
Pers TH
QQ
Qi Q
SM
Sanna M
SE
Schmidt EM
SW
Scott WR
SD
Shungin D
TA
Teumer A
VA
Vinkhuyzen AA
WR
Walker RW
WH
Westra HJ
ZM
Zhang M
ZW
Zhang W
ZJ
Zhao JH
ZZ
Zhu Z
AU
Afzal U
AT
Ahluwalia TS
BS
Bakker SJ
BC
Bellis C
BA
Bonnefond A
BK
Borodulin K
BA
Buchman AS
CT
Cederholm T
CA
Choh AC
CH
Choi HJ
CJ
Curran JE
DG
de Groot LC
DJ
De Jager PL
DR
Dhonukshe-Rutten RA
EA
Enneman AW
EE
Eury E
ED
Evans DS
FT
Forsen T
FN
Friedrich N
FF
Fumeron F
GM
Garcia ME
GS
Gärtner S
HB
Han BG
HA
Havulinna AS
HC
Hayward C
HD
Hernandez D
HH
Hillege H
IT
Ittermann T
KJ
Kent JW
KI
Kolcic I
LT
Laatikainen T
LJ
Lahti J
ML
Mateo Leach I
LC
Lee CG
LJ
Lee JY
LT
Liu T
LY
Liu Y
LS
Lobbens S
LM
Loh M
LL
Lyytikäinen LP
MC
Medina-Gomez C
MK
Michaëlsson K
NM
Nalls MA
NC
Nielson CM
OL
Oozageer L
PL
Pascoe L
PL
Paternoster L
PO
Polašek O
RS
Ripatti S
SM
Sarzynski MA
SC
Shin CS
NN
Narančić NS
SD
Spira D
SP
Srikanth P
SE
Steinhagen-Thiessen E
SY
Sung YJ
SK
Swart KM
TL
Taittonen L
TT
Tanaka T
TE
Tikkanen E
VD
van der Velde N
VS
van Schoor NM
VN
Verweij N
WA
Wright AF
YL
Yu L
ZJ
Zmuda JM
EN
Eklund N
FT
Forrester T
GN
Grarup N
JA
Jackson AU
KK
Kristiansson K
KT
Kuulasmaa T
KJ
Kuusisto J
LP
Lichtner P
LJ
Luan J
MA
Mahajan A
MS
Männistö S
PC
Palmer CD
RJ
Ried JS
SR
Scott RA
SA
Stancáková A
WP
Wagner PJ
DA
Demirkan A
DA
Döring A
GV
Gudnason V
KD
Kiel DP
KB
Kühnel B
MM
Mangino M
MB
Mcknight B
MC
Menni C
OJ
O'Connell JR
OB
Oostra BA
SA
Shuldiner AR
SK
Song K
VL
Vandenput L
VD
van Duijn CM
VP
Vollenweider P
WC
White CC
BM
Boehnke M
BY
Boettcher Y
CR
Cooper RS
FN
Forouhi NG
GC
Gieger C
GH
Grallert H
HA
Hingorani A
JT
Jørgensen T
JP
Jousilahti P
KM
Kivimaki M
KM
Kumari M
LM
Laakso M
LC
Langenberg C
LA
Linneberg A
LA
Luke A
MC
Mckenzie CA
PA
Palotie A
PO
Pedersen O
PA
Peters A
SK
Strauch K
TB
Tayo BO
WN
Wareham NJ
BD
Bennett DA
BL
Bertram L
BJ
Blangero J
BM
Blüher M
BC
Bouchard C
CH
Campbell H
CN
Cho NH
CS
Cummings SR
CS
Czerwinski SA
DI
Demuth I
ER
Eckardt R
EJ
Eriksson JG
FL
Ferrucci L
FO
Franco OH
FP
Froguel P
GR
Gansevoort RT
HT
Hansen T
HT
Harris TB
HN
Hastie N
HM
Heliövaara M
HA
Hofman A
JJ
Jordan JM
JA
Jula A
KM
Kähönen M
KE
Kajantie E
KP
Knekt PB
KS
Koskinen S
KP
Kovacs P
LT
Lehtimäki T
LL
Lind L
LY
Liu Y
OE
Orwoll ES
OC
Osmond C
PM
Perola M
PL
Pérusse L
RO
Raitakari OT
RT
Rankinen T
RD
Rao DC
RT
Rice TK
RF
Rivadeneira F
RI
Rudan I
SV
Salomaa V
ST
Sørensen TI
SM
Stumvoll M
TA
Tönjes A
TB
Towne B
TG
Tranah GJ
TA
Tremblay A
UA
Uitterlinden AG
VD
van der Harst P
VE
Vartiainen E
VJ
Viikari JS
VV
Vitart V
VM
Vohl MC
VH
Völzke H
WM
Walker M
WH
Wallaschofski H
WS
Wild S
WJ
Wilson JF
YL
Yengo L
BD
Bishop DT
BI
Borecki IB
CJ
Chambers JC
CL
Cupples LA
DA
Dehghan A
DP
Deloukas P
FG
Fatemifar G
FC
Fox C
FT
Furey TS
FL
Franke L
HJ
Han J
HD
Hunter DJ
KJ
Karjalainen J
KF
Karpe F
KR
Kaplan RC
KJ
Kooner JS
MM
McCarthy MI
MJ
Murabito JM
MA
Morris AP
BJ
Bishop JA
NK
North KE
OC
Ohlsson C
OK
Ong KK
PI
Prokopenko I
RJ
Richards JB
SE
Schadt EE
ST
Spector TD
WE
Widén E
WC
Willer CJ
YJ
Yang J
IE
Ingelsson E
MK
Mohlke KL
HJ
Hirschhorn JN
PJ
Pospisilik JA
ZM
Zillikens MC
LC
Lindgren C
KT
Kilpeläinen TO
LR
Loos RJ
Chapter II

Abstract

Summary of the research findings

To increase our understanding of the genetic basis of adiposity and its links to cardiometabolic disease risk, we conducted a genome-wide association meta-analysis of body fat percentage (BF%) in up to 100,716 individuals. Twelve loci reached genome-wide significance (P<5 × 10(-8)), of which eight were previously associated with increased overall adiposity (BMI, BF%) and four (in or near COBLL1/GRB14, IGF2BP1, PLA2G6, CRTC1) were novel associations with BF%. Seven loci showed a larger effect on BF% than on BMI, suggestive of a primary association with adiposity, while five loci showed larger effects on BMI than on BF%, suggesting association with both fat and lean mass. In particular, the loci more strongly associated with BF% showed distinct cross-phenotype association signatures with a range of cardiometabolic traits revealing new insights in the link between adiposity and disease risk.

Up to 31,457 European ancestry men, up to 35,030 European ancestry women, up to 8,259 Indian Asian ancestry men, up to 1,030 Indian Asian ancestry women, 973 Korean ancestry men, 1,360 Korean ancestry women, 154 African American men, 262 African American women

Chapter III

Study Statistics

Key metrics and study information

102427
Total Participants
GWAS
Study Type
Yes
Replicated
Up to 12,480 European ancestry men, up to 10,055 European ancestry women, 315 Jamaican ancestry men, 774 Jamaican ancestry women
Replication Participants
African American or Afro-Caribbean, East Asian, European, South Asian
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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Analysis In Progress

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