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GWAS Study

Genome-wide association analyses of risk tolerance and risky behaviors in over 1 million individuals identify hundreds of loci and shared genetic influences.

Karlsson Linnér R, Biroli P, Kong E et al.

30643258 PubMed ID
GWAS Study Type
557923 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

KL
Karlsson Linnér R
BP
Biroli P
KE
Kong E
MS
Meddens SFW
WR
Wedow R
FM
Fontana MA
LM
Lebreton M
TS
Tino SP
AA
Abdellaoui A
HA
Hammerschlag AR
NM
Nivard MG
OA
Okbay A
RC
Rietveld CA
TP
Timshel PN
TM
Trzaskowski M
VR
Vlaming R
ZC
Zünd CL
BY
Bao Y
BL
Buzdugan L
CA
Caplin AH
CC
Chen CY
EP
Eibich P
FP
Fontanillas P
GJ
Gonzalez JR
JP
Joshi PK
KV
Karhunen V
KA
Kleinman A
LR
Levin RZ
LC
Lill CM
MG
Meddens GA
MG
Muntané G
SS
Sanchez-Roige S
RF
Rooij FJV
TE
Taskesen E
WY
Wu Y
ZF
Zhang F
AA
Auton A
BJ
Boardman JD
CD
Clark DW
CA
Conlin A
DC
Dolan CC
FU
Fischbacher U
GP
Groenen PJF
HK
Harris KM
HG
Hasler G
HA
Hofman A
IM
Ikram MA
JS
Jain S
KR
Karlsson R
KR
Kessler RC
KM
Kooyman M
MJ
MacKillop J
MM
Männikkö M
MC
Morcillo-Suarez C
MM
McQueen MB
SK
Schmidt KM
SM
Smart MC
SM
Sutter M
TA
Thurik AR
UA
Uitterlinden AG
WJ
White J
WH
Wit H
YJ
Yang J
BL
Bertram L
BD
Boomsma DI
ET
Esko T
FE
Fehr E
HD
Hinds DA
JM
Johannesson M
KM
Kumari M
LD
Laibson D
MP
Magnusson PKE
MM
Meyer MN
NA
Navarro A
PA
Palmer AA
PT
Pers TH
PD
Posthuma D
SD
Schunk D
SM
Stein MB
SR
Svento R
TH
Tiemeier H
TP
Timmers PRHJ
TP
Turley P
UR
Ursano RJ
WG
Wagner GG
WJ
Wilson JF
GJ
Gratten J
LJ
Lee JJ
CD
Cesarini D
BD
Benjamin DJ
KP
Koellinger PD
BJ
Beauchamp JP
Chapter II

Abstract

Summary of the research findings

Humans vary substantially in their willingness to take risks. In a combined sample of over 1 million individuals, we conducted genome-wide association studies (GWAS) of general risk tolerance, adventurousness, and risky behaviors in the driving, drinking, smoking, and sexual domains. Across all GWAS, we identified hundreds of associated loci, including 99 loci associated with general risk tolerance. We report evidence of substantial shared genetic influences across risk tolerance and the risky behaviors: 46 of the 99 general risk tolerance loci contain a lead SNP for at least one of our other GWAS, and general risk tolerance is genetically correlated ([Formula: see text] ~ 0.25 to 0.50) with a range of risky behaviors. Bioinformatics analyses imply that genes near SNPs associated with general risk tolerance are highly expressed in brain tissues and point to a role for glutamatergic and GABAergic neurotransmission. We found no evidence of enrichment for genes previously hypothesized to relate to risk tolerance.

557,923 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

557923
Total Participants
GWAS
Study Type
Yes
Replicated
35,445 European ancestry individuals
Replication Participants
European
Ancestry
U.K., Germany, Netherlands, Finland, Sweden
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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