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GWAS Study

The genetic architecture of the human cerebral cortex.

Grasby KL, Jahanshad N, Painter JN et al.

32193296 PubMed ID
GWAS Study Type
51662 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

GK
Grasby KL
JN
Jahanshad N
PJ
Painter JN
CL
Colodro-Conde L
BJ
Bralten J
HD
Hibar DP
LP
Lind PA
PF
Pizzagalli F
CC
Ching CRK
MM
McMahon MAB
SN
Shatokhina N
ZL
Zsembik LCP
TS
Thomopoulos SI
ZA
Zhu AH
SL
Strike LT
AI
Agartz I
AS
Alhusaini S
AM
Almeida MAA
AD
Alnæs D
AI
Amlien IK
AM
Andersson M
AT
Ard T
AN
Armstrong NJ
AA
Ashley-Koch A
AJ
Atkins JR
BM
Bernard M
BR
Brouwer RM
BE
Buimer EEL
BR
Bülow R
BC
Bürger C
CD
Cannon DM
CM
Chakravarty M
CQ
Chen Q
CJ
Cheung JW
CB
Couvy-Duchesne B
DA
Dale AM
DS
Dalvie S
DA
de Araujo TK
DZ
de Zubicaray GI
DZ
de Zwarte SMC
DB
den Braber A
DN
Doan NT
DK
Dohm K
ES
Ehrlich S
EH
Engelbrecht HR
ES
Erk S
FC
Fan CC
FI
Fedko IO
FS
Foley SF
FJ
Ford JM
FM
Fukunaga M
GM
Garrett ME
GT
Ge T
GS
Giddaluru S
GA
Goldman AL
GM
Green MJ
GN
Groenewold NA
GD
Grotegerd D
GT
Gurholt TP
GB
Gutman BA
HN
Hansell NK
HM
Harris MA
HM
Harrison MB
HC
Haswell CC
HM
Hauser M
HS
Herms S
HD
Heslenfeld DJ
HN
Ho NF
HD
Hoehn D
HP
Hoffmann P
HL
Holleran L
HM
Hoogman M
HJ
Hottenga JJ
IM
Ikeda M
JD
Janowitz D
JI
Jansen IE
JT
Jia T
JC
Jockwitz C
KR
Kanai R
KS
Karama S
KD
Kasperaviciute D
KT
Kaufmann T
KS
Kelly S
KM
Kikuchi M
KM
Klein M
KM
Knapp M
KA
Knodt AR
KB
Krämer B
LM
Lam M
LT
Lancaster TM
LP
Lee PH
LT
Lett TA
LL
Lewis LB
LI
Lopes-Cendes I
LM
Luciano M
MF
Macciardi F
MA
Marquand AF
MS
Mathias SR
MT
Melzer TR
MY
Milaneschi Y
MN
Mirza-Schreiber N
MJ
Moreira JCV
MT
Mühleisen TW
MB
Müller-Myhsok B
NP
Najt P
NS
Nakahara S
NK
Nho K
OL
Olde Loohuis LM
OD
Orfanos DP
PJ
Pearson JF
PT
Pitcher TL
PB
Pütz B
QY
Quidé Y
RA
Ragothaman A
RF
Rashid FM
RW
Reay WR
RR
Redlich R
RC
Reinbold CS
RJ
Repple J
RG
Richard G
RB
Riedel BC
RS
Risacher SL
RC
Rocha CS
MN
Mota NR
SL
Salminen L
SA
Saremi A
SA
Saykin AJ
SF
Schlag F
SL
Schmaal L
SP
Schofield PR
SR
Secolin R
SC
Shapland CY
SL
Shen L
SJ
Shin J
SE
Shumskaya E
SI
Sønderby IE
SE
Sprooten E
TK
Tansey KE
TA
Teumer A
TA
Thalamuthu A
TD
Tordesillas-Gutiérrez D
TJ
Turner JA
UA
Uhlmann A
VC
Vallerga CL
VD
van der Meer D
VD
van Donkelaar MMJ
VE
van Eijk L
VE
van Erp TGM
VH
van Haren NEM
VR
van Rooij D
VT
van Tol MJ
VJ
Veldink JH
VE
Verhoef E
WE
Walton E
WM
Wang M
WY
Wang Y
WJ
Wardlaw JM
WW
Wen W
WL
Westlye LT
WC
Whelan CD
WS
Witt SH
WK
Wittfeld K
WC
Wolf C
WT
Wolfers T
WJ
Wu JQ
YC
Yasuda CL
ZD
Zaremba D
ZZ
Zhang Z
ZM
Zwiers MP
AE
Artiges E
AA
Assareh AA
AR
Ayesa-Arriola R
BA
Belger A
BC
Brandt CL
BG
Brown GG
CS
Cichon S
CJ
Curran JE
DG
Davies GE
DF
Degenhardt F
DM
Dennis MF
DB
Dietsche B
DS
Djurovic S
DC
Doherty CP
ER
Espiritu R
GD
Garijo D
GY
Gil Y
GP
Gowland PA
GR
Green RC
HA
Häusler AN
HW
Heindel W
HB
Ho BC
HW
Hoffmann WU
HF
Holsboer F
HG
Homuth G
HN
Hosten N
JC
Jack CR
JM
Jang M
JA
Jansen A
KN
Kimbrel NA
KK
Kolskår K
KS
Koops S
KA
Krug A
LK
Lim KO
LJ
Luykx JJ
MD
Mathalon DH
MK
Mather KA
MV
Mattay VS
MS
Matthews S
MV
Mayoral Van Son J
MS
McEwen SC
MI
Melle I
MD
Morris DW
MB
Mueller BA
NM
Nauck M
NJ
Nordvik JE
NM
Nöthen MM
OD
O'Leary DS
ON
Opel N
MM
Martinot MP
PG
Pike GB
PA
Preda A
QE
Quinlan EB
RP
Rasser PE
RV
Ratnakar V
RS
Reppermund S
SV
Steen VM
TP
Tooney PA
TF
Torres FR
VD
Veltman DJ
VJ
Voyvodic JT
WR
Whelan R
WT
White T
YH
Yamamori H
AH
Adams HHH
BJ
Bis JC
DS
Debette S
DC
Decarli C
FM
Fornage M
GV
Gudnason V
HE
Hofer E
IM
Ikram MA
LL
Launer L
LW
Longstreth WT
LO
Lopez OL
MB
Mazoyer B
MT
Mosley TH
RG
Roshchupkin GV
SC
Satizabal CL
SR
Schmidt R
SS
Seshadri S
YQ
Yang Q
AM
Alvim MKM
AD
Ames D
AT
Anderson TJ
AO
Andreassen OA
AA
Arias-Vasquez A
BM
Bastin ME
BB
Baune BT
BJ
Beckham JC
BJ
Blangero J
BD
Boomsma DI
BH
Brodaty H
BH
Brunner HG
BR
Buckner RL
BJ
Buitelaar JK
BJ
Bustillo JR
CW
Cahn W
CM
Cairns MJ
CV
Calhoun V
CV
Carr VJ
CX
Caseras X
CS
Caspers S
CG
Cavalleri GL
CF
Cendes F
CA
Corvin A
CB
Crespo-Facorro B
DJ
Dalrymple-Alford JC
DU
Dannlowski U
DG
de Geus EJC
DI
Deary IJ
DN
Delanty N
DC
Depondt C
DS
Desrivières S
DG
Donohoe G
ET
Espeseth T
FG
Fernández G
FS
Fisher SE
FH
Flor H
FA
Forstner AJ
FC
Francks C
FB
Franke B
GD
Glahn DC
GR
Gollub RL
GH
Grabe HJ
GO
Gruber O
HA
Håberg AK
HA
Hariri AR
HC
Hartman CA
HR
Hashimoto R
HA
Heinz A
HF
Henskens FA
HM
Hillegers MHJ
HP
Hoekstra PJ
HA
Holmes AJ
HL
Hong LE
HW
Hopkins WD
HP
Hulshoff Pol HE
JT
Jernigan TL
JE
Jönsson EG
KR
Kahn RS
KM
Kennedy MA
KT
Kircher TTJ
KP
Kochunov P
KJ
Kwok JBJ
LH
Le Hellard S
LC
Loughland CM
MN
Martin NG
MJ
Martinot JL
MC
McDonald C
MK
McMahon KL
MA
Meyer-Lindenberg A
MP
Michie PT
MR
Morey RA
MB
Mowry B
NL
Nyberg L
OJ
Oosterlaan J
OR
Ophoff RA
PC
Pantelis C
PT
Paus T
PZ
Pausova Z
PB
Penninx BWJH
PT
Polderman TJC
PD
Posthuma D
RM
Rietschel M
RJ
Roffman JL
RL
Rowland LM
SP
Sachdev PS
SP
Sämann PG
SU
Schall U
SG
Schumann G
SR
Scott RJ
SK
Sim K
SS
Sisodiya SM
SJ
Smoller JW
SI
Sommer IE
SP
St Pourcain B
SD
Stein DJ
TA
Toga AW
TJ
Trollor JN
VD
Van der Wee NJA
V'
van 't Ent D
VH
Völzke H
WH
Walter H
WB
Weber B
WD
Weinberger DR
WM
Wright MJ
ZJ
Zhou J
SJ
Stein JL
TP
Thompson PM
MS
Medland SE
Chapter II

Abstract

Summary of the research findings

The cerebral cortex underlies our complex cognitive capabilities, yet little is known about the specific genetic loci that influence human cortical structure. To identify genetic variants that affect cortical structure, we conducted a genome-wide association meta-analysis of brain magnetic resonance imaging data from 51,665 individuals. We analyzed the surface area and average thickness of the whole cortex and 34 regions with known functional specializations. We identified 199 significant loci and found significant enrichment for loci influencing total surface area within regulatory elements that are active during prenatal cortical development, supporting the radial unit hypothesis. Loci that affect regional surface area cluster near genes in Wnt signaling pathways, which influence progenitor expansion and areal identity. Variation in cortical structure is genetically correlated with cognitive function, Parkinson's disease, insomnia, depression, neuroticism, and attention deficit hyperactivity disorder.

33,992 European ancestry individuals

Chapter III

Study Statistics

Key metrics and study information

51662
Total Participants
GWAS
Study Type
Yes
Replicated
14,727 European ancestry individuals, 2,943 individuals
Replication Participants
European
Ancestry
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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