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GWAS Study

GWAS of 126,559 individuals identifies genetic variants associated with educational attainment.

Rietveld CA, Medland SE, Derringer J et al.

23722424 PubMed ID
GWAS Study Type
126559 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

RC
Rietveld CA
MS
Medland SE
DJ
Derringer J
YJ
Yang J
ET
Esko T
MN
Martin NW
WH
Westra HJ
SK
Shakhbazov K
AA
Abdellaoui A
AA
Agrawal A
AE
Albrecht E
AB
Alizadeh BZ
AN
Amin N
BJ
Barnard J
BS
Baumeister SE
BK
Benke KS
BL
Bielak LF
BJ
Boatman JA
BP
Boyle PA
DG
Davies G
DL
de Leeuw C
EN
Eklund N
ED
Evans DS
FR
Ferhmann R
FK
Fischer K
GC
Gieger C
GH
Gjessing HK
HS
Hägg S
HJ
Harris JR
HC
Hayward C
HC
Holzapfel C
IC
Ibrahim-Verbaas CA
IE
Ingelsson E
JB
Jacobsson B
JP
Joshi PK
JA
Jugessur A
KM
Kaakinen M
KS
Kanoni S
KJ
Karjalainen J
KI
Kolcic I
KK
Kristiansson K
KZ
Kutalik Z
LJ
Lahti J
LS
Lee SH
LP
Lin P
LP
Lind PA
LY
Liu Y
LK
Lohman K
LM
Loitfelder M
MG
McMahon G
VP
Vidal PM
MO
Meirelles O
ML
Milani L
MR
Myhre R
NM
Nuotio ML
OC
Oldmeadow CJ
PK
Petrovic KE
PW
Peyrot WJ
PO
Polasek O
QL
Quaye L
RE
Reinmaa E
RJ
Rice JP
RT
Rizzi TS
SH
Schmidt H
SR
Schmidt R
SA
Smith AV
SJ
Smith JA
TT
Tanaka T
TA
Terracciano A
VD
van der Loos MJ
VV
Vitart V
VH
Völzke H
WJ
Wellmann J
YL
Yu L
ZW
Zhao W
AJ
Allik J
AJ
Attia JR
BS
Bandinelli S
BF
Bastardot F
BJ
Beauchamp J
BD
Bennett DA
BK
Berger K
BL
Bierut LJ
BD
Boomsma DI
BU
Bültmann U
CH
Campbell H
CC
Chabris CF
CL
Cherkas L
CM
Chung MK
CF
Cucca F
DA
de Andrade M
DJ
De Jager PL
DN
De Neve JE
DI
Deary IJ
DG
Dedoussis GV
DP
Deloukas P
DM
Dimitriou M
EG
Eiríksdóttir G
EM
Elderson MF
EJ
Eriksson JG
ED
Evans DM
FJ
Faul JD
FL
Ferrucci L
GM
Garcia ME
GH
Grönberg H
GV
Guðnason V
HP
Hall P
HJ
Harris JM
HT
Harris TB
HN
Hastie ND
HA
Heath AC
HD
Hernandez DG
HW
Hoffmann W
HA
Hofman A
HR
Holle R
HE
Holliday EG
HJ
Hottenga JJ
IW
Iacono WG
IT
Illig T
JM
Järvelin MR
KM
Kähönen M
KJ
Kaprio J
KR
Kirkpatrick RM
KM
Kowgier M
LA
Latvala A
LL
Launer LJ
LD
Lawlor DA
LT
Lehtimäki T
LJ
Li J
LP
Lichtenstein P
LP
Lichtner P
LD
Liewald DC
MP
Madden PA
MP
Magnusson PK
MT
Mäkinen TE
MM
Masala M
MM
McGue M
MA
Metspalu A
MA
Mielck A
MM
Miller MB
MG
Montgomery GW
MS
Mukherjee S
ND
Nyholt DR
OB
Oostra BA
PL
Palmer LJ
PA
Palotie A
PB
Penninx BW
PM
Perola M
PP
Peyser PA
PM
Preisig M
RK
Räikkönen K
RO
Raitakari OT
RA
Realo A
RS
Ring SM
RS
Ripatti S
RF
Rivadeneira F
RI
Rudan I
RA
Rustichini A
SV
Salomaa V
SA
Sarin AP
SD
Schlessinger D
SR
Scott RJ
SH
Snieder H
SP
St Pourcain B
SJ
Starr JM
SJ
Sul JH
SI
Surakka I
SR
Svento R
TA
Teumer A
TH
Tiemeier H
VR
van Rooij FJ
VW
Van Wagoner DR
VE
Vartiainen E
VJ
Viikari J
VP
Vollenweider P
VJ
Vonk JM
WG
Waeber G
WD
Weir DR
WH
Wichmann HE
WE
Widen E
WG
Willemsen G
WJ
Wilson JF
WA
Wright AF
CD
Conley D
DG
Davey-Smith G
FL
Franke L
GP
Groenen PJ
HA
Hofman A
JM
Johannesson M
KS
Kardia SL
KR
Krueger RF
LD
Laibson D
MN
Martin NG
MM
Meyer MN
PD
Posthuma D
TA
Thurik AR
TN
Timpson NJ
UA
Uitterlinden AG
VD
van Duijn CM
VP
Visscher PM
BD
Benjamin DJ
CD
Cesarini D
KP
Koellinger PD
Chapter II

Abstract

Summary of the research findings

A genome-wide association study (GWAS) of educational attainment was conducted in a discovery sample of 101,069 individuals and a replication sample of 25,490. Three independent single-nucleotide polymorphisms (SNPs) are genome-wide significant (rs9320913, rs11584700, rs4851266), and all three replicate. Estimated effects sizes are small (coefficient of determination R(2) ≈ 0.02%), approximately 1 month of schooling per allele. A linear polygenic score from all measured SNPs accounts for ≈2% of the variance in both educational attainment and cognitive function. Genes in the region of the loci have previously been associated with health, cognitive, and central nervous system phenotypes, and bioinformatics analyses suggest the involvement of the anterior caudate nucleus. These findings provide promising candidate SNPs for follow-up work, and our effect size estimates can anchor power analyses in social-science genetics.

up to 101,069 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

126559
Total Participants
GWAS
Study Type
Yes
Replicated
25,490 European ancestry individuals
Replication Participants
European
Ancestry
Iceland, U.K.
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.