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GWAS Study

Genome-wide physical activity interactions in adiposity - A meta-analysis of 200,452 adults.

Graff M, Scott RA, Justice AE et al.

28448500 PubMed ID
GWAS Study Type
199748 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

GM
Graff M
SR
Scott RA
JA
Justice AE
YK
Young KL
FM
Feitosa MF
BL
Barata L
WT
Winkler TW
CA
Chu AY
MA
Mahajan A
HD
Hadley D
XL
Xue L
WT
Workalemahu T
HN
Heard-Costa NL
DH
den Hoed M
AT
Ahluwalia TS
QQ
Qi Q
NJ
Ngwa JS
RF
Renström F
QL
Quaye L
EJ
Eicher JD
HJ
Hayes JE
CM
Cornelis M
KZ
Kutalik Z
LE
Lim E
LJ
Luan J
HJ
Huffman JE
ZW
Zhang W
ZW
Zhao W
GP
Griffin PJ
HT
Haller T
AS
Ahmad S
MP
Marques-Vidal PM
BS
Bien S
YL
Yengo L
TA
Teumer A
SA
Smith AV
KM
Kumari M
HM
Harder MN
JJ
Justesen JM
KM
Kleber ME
HM
Hollensted M
LK
Lohman K
RN
Rivera NV
WJ
Whitfield JB
ZJ
Zhao JH
SH
Stringham HM
LL
Lyytikäinen LP
HC
Huppertz C
WG
Willemsen G
PW
Peyrot WJ
WY
Wu Y
KK
Kristiansson K
DA
Demirkan A
FM
Fornage M
HM
Hassinen M
BL
Bielak LF
CG
Cadby G
TT
Tanaka T
MR
Mägi R
VD
van der Most PJ
JA
Jackson AU
BJ
Bragg-Gresham JL
VV
Vitart V
MJ
Marten J
NP
Navarro P
BC
Bellis C
PD
Pasko D
Johansson Å
SS
Snitker S
CY
Cheng YC
EJ
Eriksson J
LU
Lim U
AM
Aadahl M
AL
Adair LS
AN
Amin N
BB
Balkau B
AJ
Auvinen J
BJ
Beilby J
BR
Bergman RN
BS
Bergmann S
BA
Bertoni AG
BJ
Blangero J
BA
Bonnefond A
BL
Bonnycastle LL
BJ
Borja JB
BS
Brage S
BF
Busonero F
BS
Buyske S
CH
Campbell H
CP
Chines PS
CF
Collins FS
CT
Corre T
SG
Smith GD
DG
Delgado GE
DN
Dueker N
DM
Dörr M
ET
Ebeling T
EG
Eiriksdottir G
ET
Esko T
FJ
Faul JD
FM
Fu M
FK
Færch K
GC
Gieger C
GS
Gläser S
GJ
Gong J
GP
Gordon-Larsen P
GH
Grallert H
GT
Grammer TB
GN
Grarup N
VG
van Grootheest G
HK
Harald K
HN
Hastie ND
HA
Havulinna AS
HD
Hernandez D
HL
Hindorff L
HL
Hocking LJ
HO
Holmens OL
HC
Holzapfel C
HJ
Hottenga JJ
HJ
Huang J
HT
Huang T
HJ
Hui J
HC
Huth C
HN
Hutri-Kähönen N
JA
James AL
JJ
Jansson JO
JM
Jhun MA
JM
Juonala M
KL
Kinnunen L
KH
Koistinen HA
KI
Kolcic I
KP
Komulainen P
KJ
Kuusisto J
KK
Kvaløy K
KM
Kähönen M
LT
Lakka TA
LL
Launer LJ
LB
Lehne B
LC
Lindgren CM
LM
Lorentzon M
LR
Luben R
MM
Marre M
MY
Milaneschi Y
MK
Monda KL
MG
Montgomery GW
DM
De Moor MHM
MA
Mulas A
MM
Müller-Nurasyid M
MA
Musk AW
MR
Männikkö R
MS
Männistö S
NN
Narisu N
NM
Nauck M
NJ
Nettleton JA
NI
Nolte IM
OA
Oldehinkel AJ
OM
Olden M
OK
Ong KK
PS
Padmanabhan S
PL
Paternoster L
PJ
Perez J
PM
Perola M
PA
Peters A
PU
Peters U
PP
Peyser PA
PI
Prokopenko I
PH
Puolijoki H
RO
Raitakari OT
RT
Rankinen T
RL
Rasmussen-Torvik LJ
RR
Rawal R
RP
Ridker PM
RL
Rose LM
RI
Rudan I
SC
Sarti C
SM
Sarzynski MA
SK
Savonen K
SW
Scott WR
SS
Sanna S
SA
Shuldiner AR
SS
Sidney S
SG
Silbernagel G
SB
Smith BH
SJ
Smith JA
SH
Snieder H
SA
Stančáková A
SB
Sternfeld B
SA
Swift AJ
TT
Tammelin T
TS
Tan ST
TB
Thorand B
TD
Thuillier D
VL
Vandenput L
VH
Vestergaard H
VV
van Vliet-Ostaptchouk JV
VM
Vohl MC
VU
Völker U
WG
Waeber G
WM
Walker M
WS
Wild S
WA
Wong A
WA
Wright AF
ZM
Zillikens MC
ZN
Zubair N
HC
Haiman CA
LL
Lemarchand L
GU
Gyllensten U
OC
Ohlsson C
HA
Hofman A
RF
Rivadeneira F
UA
Uitterlinden AG
PL
Pérusse L
WJ
Wilson JF
HC
Hayward C
PO
Polasek O
CF
Cucca F
HK
Hveem K
HC
Hartman CA
TA
Tönjes A
BS
Bandinelli S
PL
Palmer LJ
KS
Kardia SLR
RR
Rauramaa R
ST
Sørensen TIA
TJ
Tuomilehto J
SV
Salomaa V
PB
Penninx BWJH
DG
de Geus EJC
BD
Boomsma DI
LT
Lehtimäki T
MM
Mangino M
LM
Laakso M
BC
Bouchard C
MN
Martin NG
KD
Kuh D
LY
Liu Y
LA
Linneberg A
MW
März W
SK
Strauch K
KM
Kivimäki M
HT
Harris TB
GV
Gudnason V
VH
Völzke H
QL
Qi L
JM
Järvelin MR
CJ
Chambers JC
KJ
Kooner JS
FP
Froguel P
KC
Kooperberg C
VP
Vollenweider P
HG
Hallmans G
HT
Hansen T
PO
Pedersen O
MA
Metspalu A
WN
Wareham NJ
LC
Langenberg C
WD
Weir DR
PD
Porteous DJ
BE
Boerwinkle E
CD
Chasman DI
AG
Abecasis GR
BI
Barroso I
MM
McCarthy MI
FT
Frayling TM
OJ
O'Connell JR
VD
van Duijn CM
BM
Boehnke M
HI
Heid IM
MK
Mohlke KL
SD
Strachan DP
FC
Fox CS
LC
Liu CT
HJ
Hirschhorn JN
KR
Klein RJ
JA
Johnson AD
BI
Borecki IB
FP
Franks PW
NK
North KE
CL
Cupples LA
LR
Loos RJF
KT
Kilpeläinen TO
Chapter II

Abstract

Summary of the research findings

Physical activity (PA) may modify the genetic effects that give rise to increased risk of obesity. To identify adiposity loci whose effects are modified by PA, we performed genome-wide interaction meta-analyses of BMI and BMI-adjusted waist circumference and waist-hip ratio from up to 200,452 adults of European (n = 180,423) or other ancestry (n = 20,029). We standardized PA by categorizing it into a dichotomous variable where, on average, 23% of participants were categorized as inactive and 77% as physically active. While we replicate the interaction with PA for the strongest known obesity-risk locus in the FTO gene, of which the effect is attenuated by ~30% in physically active individuals compared to inactive individuals, we do not identify additional loci that are sensitive to PA. In additional genome-wide meta-analyses adjusting for PA and interaction with PA, we identify 11 novel adiposity loci, suggesting that accounting for PA or other environmental factors that contribute to variation in adiposity may facilitate gene discovery.

2,518 African American women, 83,707 European ancestry women, 1,773 Filipino ancestry women, 1,030 Indian ancestry women, 1,457 African American men, 52,993 European ancestry men, 7,648 Indian ancestry men, 5,527 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

199748
Total Participants
GWAS
Study Type
Yes
Replicated
6,244 African American women, 17,531 European ancestry women, 329 African American men, 19,956 European ancestry men
Replication Participants
European, African American or Afro-Caribbean, South Asian, East Asian
Ancestry
Canada, U.S., Australia, France, Germany, Netherlands, Denmark, Estonia, Finland, Iceland, Norway, Sweden, U.K., Croatia, Italy, Philippines
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.