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GWAS Study

Mapping genomic loci implicates genes and synaptic biology in schizophrenia.

Trubetskoy V, Pardiñas AF, Qi T et al.

35396580 PubMed ID
GWAS Study Type
320404 Participants
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Chapter I

Publication Details

Comprehensive information about this research publication

Authors

TV
Trubetskoy V
PA
Pardiñas AF
QT
Qi T
PG
Panagiotaropoulou G
AS
Awasthi S
BT
Bigdeli TB
BJ
Bryois J
CC
Chen CY
DC
Dennison CA
HL
Hall LS
LM
Lam M
WK
Watanabe K
FO
Frei O
GT
Ge T
HJ
Harwood JC
KF
Koopmans F
MS
Magnusson S
RA
Richards AL
SJ
Sidorenko J
WY
Wu Y
ZJ
Zeng J
GJ
Grove J
KM
Kim M
LZ
Li Z
VG
Voloudakis G
ZW
Zhang W
AM
Adams M
AI
Agartz I
AE
Atkinson EG
AE
Agerbo E
AE
Al Eissa M
AM
Albus M
AM
Alexander M
AB
Alizadeh BZ
AK
Alptekin K
AT
Als TD
AF
Amin F
AV
Arolt V
AM
Arrojo M
AL
Athanasiu L
AM
Azevedo MH
BS
Bacanu SA
BN
Bass NJ
BM
Begemann M
BR
Belliveau RA
BJ
Bene J
BB
Benyamin B
BS
Bergen SE
BG
Blasi G
BJ
Bobes J
BS
Bonassi S
BA
Braun A
BR
Bressan RA
BE
Bromet EJ
BR
Bruggeman R
BP
Buckley PF
BR
Buckner RL
BJ
Bybjerg-Grauholm J
CW
Cahn W
CM
Cairns MJ
CM
Calkins ME
CV
Carr VJ
CD
Castle D
CS
Catts SV
CK
Chambert KD
CR
Chan RCK
CB
Chaumette B
CW
Cheng W
CE
Cheung EFC
CS
Chong SA
CD
Cohen D
CA
Consoli A
CQ
Cordeiro Q
CJ
Costas J
CC
Curtis C
DM
Davidson M
DK
Davis KL
DH
de Haan L
DF
Degenhardt F
DL
DeLisi LE
DD
Demontis D
DF
Dickerson F
DD
Dikeos D
DT
Dinan T
DS
Djurovic S
DJ
Duan J
DG
Ducci G
DF
Dudbridge F
EJ
Eriksson JG
FL
Fañanás L
FS
Faraone SV
FA
Fiorentino A
FA
Forstner A
FJ
Frank J
FN
Freimer NB
FM
Fromer M
FA
Frustaci A
GA
Gadelha A
GG
Genovese G
GE
Gershon ES
GM
Giannitelli M
GI
Giegling I
GP
Giusti-Rodríguez P
GS
Godard S
GJ
Goldstein JI
GP
González Peñas J
GA
González-Pinto A
GS
Gopal S
GJ
Gratten J
GM
Green MF
GT
Greenwood TA
GO
Guillin O
GS
Gülöksüz S
GR
Gur RE
GR
Gur RC
GB
Gutiérrez B
HE
Hahn E
HH
Hakonarson H
HV
Haroutunian V
HA
Hartmann AM
HC
Harvey C
HC
Hayward C
HF
Henskens FA
HS
Herms S
HP
Hoffmann P
HD
Howrigan DP
IM
Ikeda M
IC
Iyegbe C
JI
Joa I
JA
Julià A
KA
Kähler AK
KT
Kam-Thong T
KY
Kamatani Y
KS
Karachanak-Yankova S
KO
Kebir O
KM
Keller MC
KB
Kelly BJ
KA
Khrunin A
KS
Kim SW
KJ
Klovins J
KN
Kondratiev N
KB
Konte B
KJ
Kraft J
KM
Kubo M
KV
Kučinskas V
KZ
Kučinskiene ZA
KA
Kusumawardhani A
KH
Kuzelova-Ptackova H
LS
Landi S
LL
Lazzeroni LC
LP
Lee PH
LS
Legge SE
LD
Lehrer DS
LR
Lencer R
LB
Lerer B
LM
Li M
LJ
Lieberman J
LG
Light GA
LS
Limborska S
LC
Liu CM
LJ
Lönnqvist J
LC
Loughland CM
LJ
Lubinski J
LJ
Luykx JJ
LA
Lynham A
MM
Macek M
MA
Mackinnon A
MP
Magnusson PKE
MB
Maher BS
MW
Maier W
MD
Malaspina D
MJ
Mallet J
MS
Marder SR
MS
Marsal S
MA
Martin AR
ML
Martorell L
MM
Mattheisen M
MR
McCarley RW
MC
McDonald C
MJ
McGrath JJ
MH
Medeiros H
MS
Meier S
MB
Melegh B
MI
Melle I
MR
Mesholam-Gately RI
MA
Metspalu A
MP
Michie PT
ML
Milani L
MV
Milanova V
MM
Mitjans M
ME
Molden E
ME
Molina E
MM
Molto MD
MV
Mondelli V
MC
Moreno C
MC
Morley CP
MG
Muntané G
MK
Murphy KC
MI
Myin-Germeys I
NI
Nenadić I
NG
Nestadt G
NL
Nikitina-Zake L
NC
Noto C
NK
Nuechterlein KH
ON
O'Brien NL
OF
O'Neill FA
OS
Oh SY
OA
Olincy A
OV
Ota VK
PC
Pantelis C
PG
Papadimitriou GN
PM
Parellada M
PT
Paunio T
PR
Pellegrino R
PS
Periyasamy S
PD
Perkins DO
PB
Pfuhlmann B
PO
Pietiläinen O
PJ
Pimm J
PD
Porteous D
PJ
Powell J
QD
Quattrone D
QD
Quested D
RA
Radant AD
RA
Rampino A
RM
Rapaport MH
RA
Rautanen A
RA
Reichenberg A
RC
Roe C
RJ
Roffman JL
RJ
Roth J
RM
Rothermundt M
RB
Rutten BPF
SS
Saker-Delye S
SV
Salomaa V
SJ
Sanjuan J
SM
Santoro ML
SA
Savitz A
SU
Schall U
SR
Scott RJ
SL
Seidman LJ
SS
Sharp SI
SJ
Shi J
SL
Siever LJ
SE
Sigurdsson E
SK
Sim K
SN
Skarabis N
SP
Slominsky P
SH
So HC
SJ
Sobell JL
SE
Söderman E
SH
Stain HJ
SN
Steen NE
SA
Steixner-Kumar AA
SE
Stögmann E
SW
Stone WS
SR
Straub RE
SF
Streit F
SE
Strengman E
ST
Stroup TS
SM
Subramaniam M
SC
Sugar CA
SJ
Suvisaari J
SD
Svrakic DM
SN
Swerdlow NR
SJ
Szatkiewicz JP
TT
Ta TMT
TA
Takahashi A
TC
Terao C
TF
Thibaut F
TD
Toncheva D
TP
Tooney PA
TS
Torretta S
TS
Tosato S
TG
Tura GB
TB
Turetsky BI
ÜA
Üçok A
VA
Vaaler A
VA
van Amelsvoort T
VW
van Winkel R
VJ
Veijola J
WJ
Waddington J
WH
Walter H
WA
Waterreus A
WB
Webb BT
WM
Weiser M
WN
Williams NM
WS
Witt SH
WB
Wormley BK
WJ
Wu JQ
XZ
Xu Z
YR
Yolken R
ZC
Zai CC
ZW
Zhou W
ZF
Zhu F
ZF
Zimprich F
AE
Atbaşoğlu EC
AM
Ayub M
BC
Benner C
BA
Bertolino A
BD
Black DW
BN
Bray NJ
BG
Breen G
BN
Buccola NG
BW
Byerley WF
CW
Chen WJ
CC
Cloninger CR
CB
Crespo-Facorro B
DG
Donohoe G
FR
Freedman R
GC
Galletly C
GM
Gandal MJ
GM
Gennarelli M
HD
Hougaard DM
HH
Hwu HG
JA
Jablensky AV
MS
McCarroll SA
MJ
Moran JL
MO
Mors O
MP
Mortensen PB
MB
Müller-Myhsok B
NA
Neil AL
NM
Nordentoft M
PM
Pato MT
PT
Petryshen TL
PM
Pirinen M
PA
Pulver AE
ST
Schulze TG
SJ
Silverman JM
SJ
Smoller JW
SE
Stahl EA
TD
Tsuang DW
VE
Vilella E
WS
Wang SH
XS
Xu S
AR
Adolfsson R
AC
Arango C
BB
Baune BT
BS
Belangero SI
BA
Børglum AD
BD
Braff D
BE
Bramon E
BJ
Buxbaum JD
CD
Campion D
CJ
Cervilla JA
CS
Cichon S
CD
Collier DA
CA
Corvin A
CD
Curtis D
FM
Forti MD
DE
Domenici E
EH
Ehrenreich H
EV
Escott-Price V
ET
Esko T
FA
Fanous AH
GA
Gareeva A
GM
Gawlik M
GP
Gejman PV
GM
Gill M
GS
Glatt SJ
GV
Golimbet V
HK
Hong KS
HC
Hultman CM
HS
Hyman SE
IN
Iwata N
JE
Jönsson EG
KR
Kahn RS
KJ
Kennedy JL
KE
Khusnutdinova E
KG
Kirov G
KJ
Knowles JA
KM
Krebs MO
LC
Laurent-Levinson C
LJ
Lee J
LT
Lencz T
LD
Levinson DF
LQ
Li QS
LJ
Liu J
MA
Malhotra AK
MD
Malhotra D
MA
McIntosh A
MA
McQuillin A
MP
Menezes PR
MV
Morgan VA
MD
Morris DW
MB
Mowry BJ
MR
Murray RM
NV
Nimgaonkar V
NM
Nöthen MM
OR
Ophoff RA
PS
Paciga SA
PA
Palotie A
PC
Pato CN
QS
Qin S
RM
Rietschel M
RB
Riley BP
RM
Rivera M
RD
Rujescu D
SM
Saka MC
SA
Sanders AR
SS
Schwab SG
SA
Serretti A
SP
Sham PC
SY
Shi Y
SC
St Clair D
SH
Stefánsson H
SK
Stefansson K
TM
Tsuang MT
VO
van Os J
VM
Vawter MP
WD
Weinberger DR
WT
Werge T
WD
Wildenauer DB
YX
Yu X
YW
Yue W
HP
Holmans PA
PA
Pocklington AJ
RP
Roussos P
VE
Vassos E
VM
Verhage M
VP
Visscher PM
YJ
Yang J
PD
Posthuma D
AO
Andreassen OA
KK
Kendler KS
OM
Owen MJ
WN
Wray NR
DM
Daly MJ
HH
Huang H
NB
Neale BM
SP
Sullivan PF
RS
Ripke S
WJ
Walters JTR
OM
O'Donovan MC
Chapter II

Abstract

Summary of the research findings

Schizophrenia has a heritability of 60-80%1, much of which is attributable to common risk alleles. Here, in a two-stage genome-wide association study of up to 76,755 individuals with schizophrenia and 243,649 control individuals, we report common variant associations at 287 distinct genomic loci. Associations were concentrated in genes that are expressed in excitatory and inhibitory neurons of the central nervous system, but not in other tissues or cell types. Using fine-mapping and functional genomic data, we identify 120 genes (106 protein-coding) that are likely to underpin associations at some of these loci, including 16 genes with credible causal non-synonymous or untranslated region variation. We also implicate fundamental processes related to neuronal function, including synaptic organization, differentiation and transmission. Fine-mapped candidates were enriched for genes associated with rare disruptive coding variants in people with schizophrenia, including the glutamate receptor subunit GRIN2A and transcription factor SP4, and were also enriched for genes implicated by such variants in neurodevelopmental disorders. We identify biological processes relevant to schizophrenia pathophysiology; show convergence of common and rare variant associations in schizophrenia and neurodevelopmental disorders; and provide a resource of prioritized genes and variants to advance mechanistic studies.

53,386 European ancestry cases, 77,258 European ancestry controls, 14,004 East Asian ancestry cases, 16,757 East Asian ancestry controls, 6,152 African American cases, 3,918 African American controls, 1,234 Latino cases, 3,090 Latino controls

Chapter III

Study Statistics

Key metrics and study information

320404
Total Participants
GWAS
Study Type
Yes
Replicated
1,979 European ancestry cases, 142,626 European ancestry controls
Replication Participants
East Asian, African American or Afro-Caribbean, Hispanic or Latin American, European
Ancestry
U.S., Georgia, Israel, Turkey, Austria, Belgium, Bulgaria, Czech Republic, Denmark, Estonia, Finland, France, Germany, Hungary, Italy, Latvia, Lithuania, Netherlands, Norway, Poland, Portugal, Republic of Ireland, Russian Federation, Serbia, Spain, Sweden, The former Yugoslav Republic of Macedonia, U.K., Brazil, Canada, Australia
Recruitment Country
Chapter IV

Analysis

Comprehensive review of health and genetic findings

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