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GWAS Study

Genetic studies of body mass index yield new insights for obesity biology.

Locke AE, Kahali B, Berndt SI et al.

25673413 PubMed ID
GWAS Study Type
341698 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

LA
Locke AE
KB
Kahali B
BS
Berndt SI
JA
Justice AE
PT
Pers TH
DF
Day FR
PC
Powell C
VS
Vedantam S
BM
Buchkovich ML
YJ
Yang J
CD
Croteau-Chonka DC
ET
Esko T
FT
Fall T
FT
Ferreira T
GS
Gustafsson S
KZ
Kutalik Z
LJ
Luan J
MR
Mägi R
RJ
Randall JC
WT
Winkler TW
WA
Wood AR
WT
Workalemahu T
FJ
Faul JD
SJ
Smith JA
ZJ
Zhao JH
ZW
Zhao W
CJ
Chen J
FR
Fehrmann R
Hedman ÅK
KJ
Karjalainen J
SE
Schmidt EM
AD
Absher D
AN
Amin N
AD
Anderson D
BM
Beekman M
BJ
Bolton JL
BJ
Bragg-Gresham JL
BS
Buyske S
DA
Demirkan A
DG
Deng G
EG
Ehret GB
FB
Feenstra B
FM
Feitosa MF
FK
Fischer K
GA
Goel A
GJ
Gong J
JA
Jackson AU
KS
Kanoni S
KM
Kleber ME
KK
Kristiansson K
LU
Lim U
LV
Lotay V
MM
Mangino M
LI
Leach IM
MC
Medina-Gomez C
MS
Medland SE
NM
Nalls MA
PC
Palmer CD
PD
Pasko D
PS
Pechlivanis S
PM
Peters MJ
PI
Prokopenko I
SD
Shungin D
SA
Stančáková A
SR
Strawbridge RJ
SY
Sung YJ
TT
Tanaka T
TA
Teumer A
TS
Trompet S
VD
van der Laan SW
VS
van Setten J
VV
Van Vliet-Ostaptchouk JV
WZ
Wang Z
YL
Yengo L
ZW
Zhang W
IA
Isaacs A
AE
Albrecht E
ÄJ
Ärnlöv J
AG
Arscott GM
AA
Attwood AP
BS
Bandinelli S
BA
Barrett A
BI
Bas IN
BC
Bellis C
BA
Bennett AJ
BC
Berne C
BR
Blagieva R
BM
Blüher M
BS
Böhringer S
BL
Bonnycastle LL
BY
Böttcher Y
BH
Boyd HA
BM
Bruinenberg M
CI
Caspersen IH
CY
Chen YI
CR
Clarke R
DE
Daw EW
DC
de Craen AJM
DG
Delgado G
DM
Dimitriou M
DA
Doney ASF
EN
Eklund N
EK
Estrada K
EE
Eury E
FL
Folkersen L
FR
Fraser RM
GM
Garcia ME
GF
Geller F
GV
Giedraitis V
GB
Gigante B
GA
Go AS
GA
Golay A
GA
Goodall AH
GS
Gordon SD
GM
Gorski M
GH
Grabe HJ
GH
Grallert H
GT
Grammer TB
GJ
Gräßler J
GH
Grönberg H
GC
Groves CJ
GG
Gusto G
HJ
Haessler J
HP
Hall P
HT
Haller T
HG
Hallmans G
HC
Hartman CA
HM
Hassinen M
HC
Hayward C
HN
Heard-Costa NL
HQ
Helmer Q
HC
Hengstenberg C
HO
Holmen O
HJ
Hottenga JJ
JA
James AL
JJ
Jeff JM
Johansson Å
JJ
Jolley J
JT
Juliusdottir T
KL
Kinnunen L
KW
Koenig W
KM
Koskenvuo M
KW
Kratzer W
LJ
Laitinen J
LC
Lamina C
LK
Leander K
LN
Lee NR
LP
Lichtner P
LL
Lind L
LJ
Lindström J
LK
Lo KS
LS
Lobbens S
LR
Lorbeer R
LY
Lu Y
MF
Mach F
MP
Magnusson PKE
MA
Mahajan A
MW
McArdle WL
MS
McLachlan S
MC
Menni C
MS
Merger S
ME
Mihailov E
ML
Milani L
MA
Moayyeri A
MK
Monda KL
MM
Morken MA
MA
Mulas A
MG
Müller G
MM
Müller-Nurasyid M
MA
Musk AW
NR
Nagaraja R
NM
Nöthen MM
NI
Nolte IM
PS
Pilz S
RN
Rayner NW
RF
Renstrom F
RR
Rettig R
RJ
Ried JS
RS
Ripke S
RN
Robertson NR
RL
Rose LM
SS
Sanna S
SH
Scharnagl H
SS
Scholtens S
SF
Schumacher FR
SW
Scott WR
ST
Seufferlein T
SJ
Shi J
SA
Smith AV
SJ
Smolonska J
SA
Stanton AV
SV
Steinthorsdottir V
SK
Stirrups K
SH
Stringham HM
SJ
Sundström J
SM
Swertz MA
SA
Swift AJ
SA
Syvänen AC
TS
Tan ST
TB
Tayo BO
TB
Thorand B
TG
Thorleifsson G
TJ
Tyrer JP
UH
Uh HW
VL
Vandenput L
VF
Verhulst FC
VS
Vermeulen SH
VN
Verweij N
VJ
Vonk JM
WL
Waite LL
WH
Warren HR
WD
Waterworth D
WM
Weedon MN
WL
Wilkens LR
WC
Willenborg C
WT
Wilsgaard T
WM
Wojczynski MK
WA
Wong A
WA
Wright AF
ZQ
Zhang Q
BE
Brennan EP
CM
Choi M
DZ
Dastani Z
DA
Drong AW
EP
Eriksson P
FA
Franco-Cereceda A
GJ
Gådin JR
GA
Gharavi AG
GM
Goddard ME
HR
Handsaker RE
HJ
Huang J
KF
Karpe F
KS
Kathiresan S
KS
Keildson S
KK
Kiryluk K
KM
Kubo M
LJ
Lee JY
LL
Liang L
LR
Lifton RP
MB
Ma B
MS
McCarroll SA
MA
McKnight AJ
MJ
Min JL
MM
Moffatt MF
MG
Montgomery GW
MJ
Murabito JM
NG
Nicholson G
ND
Nyholt DR
OY
Okada Y
PJ
Perry JRB
DR
Dorajoo R
RE
Reinmaa E
SR
Salem RM
SN
Sandholm N
SR
Scott RA
SL
Stolk L
TA
Takahashi A
TT
Tanaka T
V'
van 't Hooft FM
VA
Vinkhuyzen AAE
WH
Westra HJ
ZW
Zheng W
ZK
Zondervan KT
HA
Heath AC
AD
Arveiler D
BS
Bakker SJL
BJ
Beilby J
BR
Bergman RN
BJ
Blangero J
BP
Bovet P
CH
Campbell H
CM
Caulfield MJ
CG
Cesana G
CA
Chakravarti A
CD
Chasman DI
CP
Chines PS
CF
Collins FS
CD
Crawford DC
CL
Cupples LA
CD
Cusi D
DJ
Danesh J
DF
de Faire U
DR
den Ruijter HM
DA
Dominiczak AF
ER
Erbel R
EJ
Erdmann J
EJ
Eriksson JG
FM
Farrall M
FS
Felix SB
FE
Ferrannini E
FJ
Ferrières J
FI
Ford I
FN
Forouhi NG
FT
Forrester T
FO
Franco OH
GR
Gansevoort RT
GP
Gejman PV
GC
Gieger C
GO
Gottesman O
GV
Gudnason V
GU
Gyllensten U
HA
Hall AS
HT
Harris TB
HA
Hattersley AT
HA
Hicks AA
HL
Hindorff LA
HA
Hingorani AD
HA
Hofman A
HG
Homuth G
HG
Hovingh GK
HS
Humphries SE
HS
Hunt SC
HE
Hyppönen E
IT
Illig T
JK
Jacobs KB
JM
Jarvelin MR
JK
Jöckel KH
JB
Johansen B
JP
Jousilahti P
JJ
Jukema JW
JA
Jula AM
KJ
Kaprio J
KJ
Kastelein JJP
KS
Keinanen-Kiukaanniemi SM
KL
Kiemeney LA
KP
Knekt P
KJ
Kooner JS
KC
Kooperberg C
KP
Kovacs P
KA
Kraja AT
KM
Kumari M
KJ
Kuusisto J
LT
Lakka TA
LC
Langenberg C
ML
Marchand LL
LT
Lehtimäki T
LV
Lyssenko V
MS
Männistö S
MA
Marette A
MT
Matise TC
MC
McKenzie CA
MB
McKnight B
MF
Moll FL
MA
Morris AD
MA
Morris AP
MJ
Murray JC
NM
Nelis M
OC
Ohlsson C
OA
Oldehinkel AJ
OK
Ong KK
MP
Madden PAF
PG
Pasterkamp G
PJ
Peden JF
PA
Peters A
PD
Postma DS
PP
Pramstaller PP
PJ
Price JF
QL
Qi L
RO
Raitakari OT
RT
Rankinen T
RD
Rao DC
RT
Rice TK
RP
Ridker PM
RJ
Rioux JD
RM
Ritchie MD
RI
Rudan I
SV
Salomaa V
SN
Samani NJ
SJ
Saramies J
SM
Sarzynski MA
SH
Schunkert H
SP
Schwarz PEH
SP
Sever P
SA
Shuldiner AR
SJ
Sinisalo J
SR
Stolk RP
SK
Strauch K
TA
Tönjes A
TD
Trégouët DA
TA
Tremblay A
TE
Tremoli E
VJ
Virtamo J
VM
Vohl MC
VU
Völker U
WG
Waeber G
WG
Willemsen G
WJ
Witteman JC
ZM
Zillikens MC
AL
Adair LS
AP
Amouyel P
AF
Asselbergs FW
AT
Assimes TL
BM
Bochud M
BB
Boehm BO
BE
Boerwinkle E
BS
Bornstein SR
BE
Bottinger EP
BC
Bouchard C
CS
Cauchi S
CJ
Chambers JC
CS
Chanock SJ
CR
Cooper RS
DB
de Bakker PIW
DG
Dedoussis G
FL
Ferrucci L
FP
Franks PW
FP
Froguel P
GL
Groop LC
HC
Haiman CA
HA
Hamsten A
HJ
Hui J
HD
Hunter DJ
HK
Hveem K
KR
Kaplan RC
KM
Kivimaki M
KD
Kuh D
LM
Laakso M
LY
Liu Y
MN
Martin NG
MW
März W
MM
Melbye M
MA
Metspalu A
MS
Moebus S
MP
Munroe PB
NI
Njølstad I
OB
Oostra BA
PC
Palmer CNA
PN
Pedersen NL
PM
Perola M
PL
Pérusse L
PU
Peters U
PC
Power C
QT
Quertermous T
RR
Rauramaa R
RF
Rivadeneira F
ST
Saaristo TE
SD
Saleheen D
SN
Sattar N
SE
Schadt EE
SD
Schlessinger D
SP
Slagboom PE
SH
Snieder H
ST
Spector TD
TU
Thorsteinsdottir U
SM
Stumvoll M
TJ
Tuomilehto J
UA
Uitterlinden AG
UM
Uusitupa M
VD
van der Harst P
WM
Walker M
WH
Wallaschofski H
WN
Wareham NJ
WH
Watkins H
WD
Weir DR
WH
Wichmann HE
WJ
Wilson JF
ZP
Zanen P
BI
Borecki IB
DP
Deloukas P
FC
Fox CS
HI
Heid IM
OJ
O'Connell JR
SD
Strachan DP
SK
Stefansson K
VD
van Duijn CM
AG
Abecasis GR
FL
Franke L
FT
Frayling TM
MM
McCarthy MI
VP
Visscher PM
SA
Scherag A
WC
Willer CJ
BM
Boehnke M
MK
Mohlke KL
LC
Lindgren CM
BJ
Beckmann JS
BI
Barroso I
NK
North KE
IE
Ingelsson E
HJ
Hirschhorn JN
LR
Loos RJF
SE
Speliotes EK
Chapter II

Abstract

Summary of the research findings

Obesity is heritable and predisposes to many diseases. To understand the genetic basis of obesity better, here we conduct a genome-wide association study and Metabochip meta-analysis of body mass index (BMI), a measure commonly used to define obesity and assess adiposity, in up to 339,224 individuals. This analysis identifies 97 BMI-associated loci (P < 5 × 10(-8)), 56 of which are novel. Five loci demonstrate clear evidence of several independent association signals, and many loci have significant effects on other metabolic phenotypes. The 97 loci account for ∼2.7% of BMI variation, and genome-wide estimates suggest that common variation accounts for >20% of BMI variation. Pathway analyses provide strong support for a role of the central nervous system in obesity susceptibility and implicate new genes and pathways, including those related to synaptic function, glutamate signalling, insulin secretion/action, energy metabolism, lipid biology and adipogenesis.

up to 104,666 European ancestry male individuals, up to 132,115 European ancestry female individuals, 370 African American male individuals, 517 African American female individuals, 512 Hispanic male individuals, 764 Hispanic female individuals

Chapter III

Study Statistics

Key metrics and study information

341698
Total Participants
GWAS
Study Type
Yes
Replicated
up to 48,274 European ancestry male individuals, up to 39,864 European ancestry female individuals, 2,441 African American or Afro-Caribbean male individuals, 6,314 African American or Afro-Caribbean female individuals, 919 Filipino male individuals, 828 Filipino female individuals, 205 Seychellois male individuals, 287 Seychellois female individuals, 2,964 South Asian ancestry male individuals, 658 South Asian ancestry female individuals
Replication Participants
European, Asian unspecified, South Asian, African American or Afro-Caribbean, Hispanic or Latin American
Ancestry
U.S.
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.