Interaction Testing and Polygenic Risk Scoring to Estimate the Association of Common Genetic Variants With Treatment Resistance in Schizophrenia.
Journal
JAMA psychiatry
ISSN: 2168-6238
Titre abrégé: JAMA Psychiatry
Pays: United States
ID NLM: 101589550
Informations de publication
Date de publication:
01 Mar 2022
01 Mar 2022
Historique:
pubmed:
13
1
2022
medline:
22
4
2022
entrez:
12
1
2022
Statut:
ppublish
Résumé
About 20% to 30% of people with schizophrenia have psychotic symptoms that do not respond adequately to first-line antipsychotic treatment. This clinical presentation, chronic and highly disabling, is known as treatment-resistant schizophrenia (TRS). The causes of treatment resistance and their relationships with causes underlying schizophrenia are largely unknown. Adequately powered genetic studies of TRS are scarce because of the difficulty in collecting data from well-characterized TRS cohorts. To examine the genetic architecture of TRS through the reassessment of genetic data from schizophrenia studies and its validation in carefully ascertained clinical samples. Two case-control genome-wide association studies (GWASs) of schizophrenia were performed in which the case samples were defined as individuals with TRS (n = 10 501) and individuals with non-TRS (n = 20 325). The differences in effect sizes for allelic associations were then determined between both studies, the reasoning being such differences reflect treatment resistance instead of schizophrenia. Genotype data were retrieved from the CLOZUK and Psychiatric Genomics Consortium (PGC) schizophrenia studies. The output was validated using polygenic risk score (PRS) profiling of 2 independent schizophrenia cohorts with TRS and non-TRS: a prevalence sample with 817 individuals (Cardiff Cognition in Schizophrenia [CardiffCOGS]) and an incidence sample with 563 individuals (Genetics Workstream of the Schizophrenia Treatment Resistance and Therapeutic Advances [STRATA-G]). GWAS of treatment resistance in schizophrenia. The results of the GWAS were compared with complex polygenic traits through a genetic correlation approach and were used for PRS analysis on the independent validation cohorts using the same TRS definition. The study included a total of 85 490 participants (48 635 [56.9%] male) in its GWAS stage and 1380 participants (859 [62.2%] male) in its PRS validation stage. Treatment resistance in schizophrenia emerged as a polygenic trait with detectable heritability (1% to 4%), and several traits related to intelligence and cognition were found to be genetically correlated with it (genetic correlation, 0.41-0.69). PRS analysis in the CardiffCOGS prevalence sample showed a positive association between TRS and a history of taking clozapine (r2 = 2.03%; P = .001), which was replicated in the STRATA-G incidence sample (r2 = 1.09%; P = .04). In this GWAS, common genetic variants were differentially associated with TRS, and these associations may have been obscured through the amalgamation of large GWAS samples in previous studies of broadly defined schizophrenia. Findings of this study suggest the validity of meta-analytic approaches for studies on patient outcomes, including treatment resistance.
Identifiants
pubmed: 35019943
pii: 2787666
doi: 10.1001/jamapsychiatry.2021.3799
pmc: PMC8756361
doi:
Types de publication
Journal Article
Research Support, N.I.H., Extramural
Research Support, Non-U.S. Gov't
Langues
eng
Sous-ensembles de citation
IM
Pagination
260-269Subventions
Organisme : Wellcome Trust
ID : 052247
Pays : United Kingdom
Organisme : NIMH NIH HHS
ID : R01 MH104964
Pays : United States
Organisme : Medical Research Council
ID : G0500817
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L011794/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : MR/L010305/1
Pays : United Kingdom
Organisme : Medical Research Council
ID : G0801418
Pays : United Kingdom
Organisme : NIMH NIH HHS
ID : U01 MH109528
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH124873
Pays : United States
Organisme : Wellcome Trust
ID : 042025
Pays : United Kingdom
Organisme : NIMH NIH HHS
ID : R01 MH123451
Pays : United States
Organisme : Medical Research Council
ID : MR/P005748/1
Pays : United Kingdom
Organisme : NIMH NIH HHS
ID : R01 MH077139
Pays : United States
Organisme : Department of Health
ID : PDF-2018-11-ST2-020
Pays : United Kingdom
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : Medical Research Council
ID : MC_PC_17212
Pays : United Kingdom
Investigateurs
Stephan Ripke
(S)
Benjamin M Neale
(BM)
Kai-How Farh
(KH)
Phil Lee
(P)
Brendan Bulik-Sullivan
(B)
David A Collier
(DA)
Hailiang Huang
(H)
Tune H Pers
(TH)
Ingrid Agartz
(I)
Esben Agerbo
(E)
Margot Albus
(M)
Madeline Alexander
(M)
Farooq Amin
(F)
Silviu A Bacanu
(SA)
Martin Begemann
(M)
Richard A Belliveau
(RA)
Judit Bene
(J)
Sarah E Bergen
(SE)
Elizabeth Bevilacqua
(E)
Donald W Black
(DW)
Richard Bruggeman
(R)
Nancy G Buccola
(NG)
Randy L Buckner
(RL)
William Byerley
(W)
Wiepke Cahn
(W)
Guiqing Cai
(G)
Dominique Campion
(D)
Rita M Cantor
(RM)
Vaughan J Carr
(VJ)
Noa Carrera
(N)
Stanley V Catts
(SV)
Kimberly D Chambert
(KD)
Raymond C K Chan
(RCK)
Ronald Y L Chen
(RYL)
Eric Y H Chen
(EYH)
Wei Cheng
(W)
Eric F C Cheung
(EFC)
Siow Ann Chong
(SA)
C Robert Cloninger
(CR)
David Cohen
(D)
Nadine Cohen
(N)
Paul Cormican
(P)
Nick Craddock
(N)
James J Crowley
(JJ)
David Curtis
(D)
Michael Davidson
(M)
Kenneth L Davis
(KL)
Franziska Degenhardt
(F)
Jurgen Del Favero
(JD)
Lynn E DeLisi
(LE)
Ditte Demontis
(D)
Dimitris Dikeos
(D)
Timothy Dinan
(T)
Srdjan Djurovic
(S)
Gary Donohoe
(G)
Elodie Drapeau
(E)
Jubao Duan
(J)
Frank Dudbridge
(F)
Naser Durmishi
(N)
Peter Eichhammer
(P)
Johan Eriksson
(J)
Valentina Escott-Price
(V)
Laurent Essioux
(L)
Martilias S Farrell
(MS)
Lude Franke
(L)
Robert Freedman
(R)
Nelson B Freimer
(NB)
Marion Friedl
(M)
Joseph I Friedman
(JI)
Menachem Fromer
(M)
Giulio Genovese
(G)
Lyudmila Georgieva
(L)
Elliot S Gershon
(ES)
Ina Giegling
(I)
Paola Giusti-Rodríguez
(P)
Stephanie Godard
(S)
Jacqueline I Goldstein
(JI)
Vera Golimbet
(V)
Srihari Gopal
(S)
Jacob Gratten
(J)
Lieuwe de Haan
(L)
Christian Hammer
(C)
Marian L Hamshere
(ML)
Mark Hansen
(M)
Thomas Hansen
(T)
Vahram Haroutunian
(V)
Annette M Hartmann
(AM)
Frans A Henskens
(FA)
Stefan Herms
(S)
Joel N Hirschhorn
(JN)
Per Hoffmann
(P)
Andrea Hofman
(A)
Mads V Hollegaard
(MV)
David M Hougaard
(DM)
Masashi Ikeda
(M)
Inge Joa
(I)
Antonio Julià
(A)
René S Kahn
(RS)
Luba Kalaydjieva
(L)
Sena Karachanak-Yankova
(S)
Juha Karjalainen
(J)
David Kavanagh
(D)
Matthew C Keller
(MC)
James L Kennedy
(JL)
Andrey Khrunin
(A)
Yunjung Kim
(Y)
Janis Klovins
(J)
James A Knowles
(JA)
Bettina Konte
(B)
Vaidutis Kucinskas
(V)
Zita Ausrele Kucinskiene
(ZA)
Hana Kuzelova-Ptackova
(H)
Anna K Kähler
(AK)
Claudine Laurent
(C)
Jimmy Lee Chee Keong
(JLC)
S Hong Lee
(SH)
Bernard Lerer
(B)
Miaoxin Li
(M)
Tao Li
(T)
Kung-Yee Liang
(KY)
Jeffrey Lieberman
(J)
Svetlana Limborska
(S)
Carmel M Loughland
(CM)
Jan Lubinski
(J)
Jouko Lönnqvist
(J)
Milan Macek
(M)
Patrik K E Magnusson
(PKE)
Brion S Maher
(BS)
Wolfgang Maier
(W)
Jacques Mallet
(J)
Sara Marsal
(S)
Manuel Mattheisen
(M)
Morten Mattingsdal
(M)
Robert W McCarley
(RW)
Colm McDonald
(C)
Andrew M McIntosh
(AM)
Sandra Meier
(S)
Carin J Meijer
(CJ)
Bela Melegh
(B)
Ingrid Melle
(I)
Raquelle I Mesholam-Gately
(RI)
Andres Metspalu
(A)
Patricia T Michie
(PT)
Lili Milani
(L)
Vihra Milanova
(V)
Younes Mokrab
(Y)
Derek W Morris
(DW)
Ole Mors
(O)
Kieran C Murphy
(KC)
Inez Myin-Germeys
(I)
Bertram Müller-Myhsok
(B)
Mari Nelis
(M)
Igor Nenadic
(I)
Deborah A Nertney
(DA)
Gerald Nestadt
(G)
Kristin K Nicodemus
(KK)
Liene Nikitina-Zake
(L)
Laura Nisenbaum
(L)
Annelie Nordin
(A)
Eadbhard O'Callaghan
(E)
Colm O'Dushlaine
(C)
F Anthony O'Neill
(FA)
Sang-Yun Oh
(SY)
Ann Olincy
(A)
Line Olsen
(L)
Jim Van Os
(JV)
Christos Pantelis
(C)
George N Papadimitriou
(GN)
Sergi Papiol
(S)
Elena Parkhomenko
(E)
Michele T Pato
(MT)
Tiina Paunio
(T)
Milica Pejovic-Milovancevic
(M)
Diana O Perkins
(DO)
Olli Pietiläinen
(O)
Jonathan Pimm
(J)
Andrew J Pocklington
(AJ)
John Powell
(J)
Alkes Price
(A)
Ann E Pulver
(AE)
Shaun M Purcell
(SM)
Digby Quested
(D)
Henrik B Rasmussen
(HB)
Abraham Reichenberg
(A)
Mark A Reimers
(MA)
Alexander L Richards
(AL)
Joshua L Roffman
(JL)
Panos Roussos
(P)
Douglas M Ruderfer
(DM)
Veikko Salomaa
(V)
Alan R Sanders
(AR)
Ulrich Schall
(U)
Christian R Schubert
(CR)
Thomas G Schulze
(TG)
Sibylle G Schwab
(SG)
Edward M Scolnick
(EM)
Rodney J Scott
(RJ)
Larry J Seidman
(LJ)
Jianxin Shi
(J)
Engilbert Sigurdsson
(E)
Teimuraz Silagadze
(T)
Jeremy M Silverman
(JM)
Kang Sim
(K)
Petr Slominsky
(P)
Jordan W Smoller
(JW)
Hon-Cheong So
(HC)
Chris C A Spencer
(CCA)
Eli A Stahl
(EA)
Hreinn Stefansson
(H)
Stacy Steinberg
(S)
Elisabeth Stogmann
(E)
Richard E Straub
(RE)
Eric Strengman
(E)
Jana Strohmaier
(J)
T Scott Stroup
(TS)
Mythily Subramaniam
(M)
Jaana Suvisaari
(J)
Dragan M Svrakic
(DM)
Jin P Szatkiewicz
(JP)
Erik Söderman
(E)
Srinivas Thirumalai
(S)
Draga Toncheva
(D)
Sarah Tosato
(S)
Juha Veijola
(J)
John Waddington
(J)
Dermot Walsh
(D)
Dai Wang
(D)
Qiang Wang
(Q)
Bradley T Webb
(BT)
Mark Weiser
(M)
Dieter B Wildenauer
(DB)
Nigel M Williams
(NM)
Stephanie Williams
(S)
Stephanie H Witt
(SH)
Aaron R Wolen
(AR)
Emily H M Wong
(EHM)
Brandon K Wormley
(BK)
Hualin Simon Xi
(HS)
Clement C Zai
(CC)
Xuebin Zheng
(X)
Fritz Zimprich
(F)
Naomi R Wray
(NR)
Kari Stefansson
(K)
Peter M Visscher
(PM)
Rolf Adolfsson
(R)
Douglas H R Blackwood
(DHR)
Elvira Bramon
(E)
Joseph D Buxbaum
(JD)
Anders D Børglum
(AD)
Sven Cichon
(S)
Ariel Darvasi
(A)
Enrico Domenici
(E)
Hannelore Ehrenreich
(H)
Tõnu Esko
(T)
Pablo V Gejman
(PV)
Michael Gill
(M)
Hugh Gurling
(H)
Christina M Hultman
(CM)
Nakao Iwata
(N)
Assen V Jablensky
(AV)
Erik G Jönsson
(EG)
Kenneth S Kendler
(KS)
George Kirov
(G)
Jo Knight
(J)
Todd Lencz
(T)
Douglas F Levinson
(DF)
Qingqin S Li
(QS)
Jianjun Liu
(J)
Anil K Malhotra
(AK)
Steven A McCarroll
(SA)
Jennifer L Moran
(JL)
Preben B Mortensen
(PB)
Markus M Nöthen
(MM)
Roel A Ophoff
(RA)
Aarno Palotie
(A)
Tracey L Petryshen
(TL)
Danielle Posthuma
(D)
Brien P Riley
(BP)
Pak C Sham
(PC)
Pamela Sklar
(P)
David St Clair
(DS)
Daniel R Weinberger
(DR)
Jens R Wendland
(JR)
Thomas Werge
(T)
Mark J Daly
(MJ)
Deborah Agbedjro
(D)
Daniel Stahl
(D)
Shitij Kapur
(S)
Edward Millgate
(E)
Adrianna Kepinska
(A)
Eugenia Kravariti
(E)
Références
Am J Addict. 2017 Aug;26(5):494-501
pubmed: 28714599
Gigascience. 2019 Jul 1;8(7):
pubmed: 31307061
Gigascience. 2015 Feb 25;4:7
pubmed: 25722852
Pharmgenomics Pers Med. 2016 Nov 07;9:117-129
pubmed: 27853387
PLoS One. 2020 Jun 4;15(6):e0234121
pubmed: 32497106
J Clin Psychopharmacol. 2020 Jul/Aug;40(4):323-329
pubmed: 32433256
Genome Med. 2020 Apr 29;12(1):43
pubmed: 32349784
PLoS Genet. 2020 Sep 21;16(9):e1009015
pubmed: 32956347
Psychol Med. 2016 Feb;46(3):469-76
pubmed: 26349998
PLoS Genet. 2017 Oct 5;13(10):e1006944
pubmed: 28981501
Hum Mol Genet. 2017 Oct 1;26(R2):R160-R165
pubmed: 28977440
Psychol Med. 2017 Apr;47(6):1085-1096
pubmed: 27974054
JAMA Psychiatry. 2017 Jul 1;74(7):686-693
pubmed: 28593216
Mol Psychiatry. 2016 Sep;21(9):1188-93
pubmed: 26303664
Mol Psychiatry. 2013 Jun;18(6):708-12
pubmed: 22614287
Clin Schizophr Relat Psychoses. 2010 Apr;4(1):49-55
pubmed: 20643629
Mol Psychiatry. 2015 Feb;20(2):150-1
pubmed: 24888364
Nat Genet. 2016 Mar;48(3):245-52
pubmed: 26854917
BMC Psychiatry. 2017 Jan 13;17(1):12
pubmed: 28086761
Schizophr Res. 2018 Feb;192:226-231
pubmed: 28599751
Psychiatry Res. 2018 Oct;268:114-122
pubmed: 30015109
Nat Genet. 2016 Oct;48(10):1279-83
pubmed: 27548312
Nature. 2018 Oct;562(7726):268-271
pubmed: 30258228
Psychiatry Res. 2012 May 15;197(1-2):1-6
pubmed: 22429484
Hum Genet. 2012 Jan;131(1):111-9
pubmed: 21735171
Nature. 2010 Sep 2;467(7311):52-8
pubmed: 20811451
Nat Genet. 2015 Mar;47(3):291-5
pubmed: 25642630
Biol Psychiatry. 2008 Mar 1;63(5):524-9
pubmed: 17651705
Mayo Clin Proc. 2002 Oct;77(10):1068-82
pubmed: 12374251
BMJ. 2003 Jan 25;326(7382):219
pubmed: 12543843
JAMA Psychiatry. 2020 May 1;77(5):523-533
pubmed: 32049274
CNS Drugs. 2016 Oct;30(10):997-1006
pubmed: 27356920
J Clin Epidemiol. 2018 Jan;93:79-83
pubmed: 28943379
Nature. 2014 Jul 24;511(7510):421-7
pubmed: 25056061
Mol Psychiatry. 2021 Aug;26(8):4487-4495
pubmed: 31712719
Neuron. 2021 Dec 15;109(24):3914-3929
pubmed: 34619094
Nat Genet. 2019 Feb;51(2):277-284
pubmed: 30510236
Schizophr Res. 2019 Oct;212:79-85
pubmed: 31447354
Am J Psychiatry. 2019 Jan 1;176(1):21-28
pubmed: 30392411
Eur Arch Psychiatry Clin Neurosci. 2020 Feb;270(1):11-22
pubmed: 31428862
Am J Psychiatry. 2017 Mar 1;174(3):216-229
pubmed: 27919182
Nat Genet. 2018 Mar;50(3):381-389
pubmed: 29483656
Schizophr Bull. 2017 Sep 1;43(5):1064-1069
pubmed: 28184875
Mol Psychiatry. 2014 Jan;19(1):37-40
pubmed: 24217254
J Child Psychol Psychiatry. 2014 Oct;55(10):1068-87
pubmed: 25132410
Nat Commun. 2019 Apr 16;10(1):1776
pubmed: 30992449
Bioinformatics. 2017 Jan 15;33(2):272-279
pubmed: 27663502
PLoS Genet. 2021 May 4;17(5):e1009021
pubmed: 33945532
Psychiatry Res. 2016 Jan 30;235:133-8
pubmed: 26706131
Am J Psychiatry. 2018 Jan 1;175(1):15-27
pubmed: 28969442
Psychiatry Res. 2013 Dec 15;210(2):387-95
pubmed: 23910239
Ann Pharmacother. 2008 Jun;42(6):852-60
pubmed: 18477732
Br J Psychiatry. 2022 Mar;220(3):115-120
pubmed: 35049446
Psychiatry Res. 2017 Oct;256:1-5
pubmed: 28609646
Br J Psychiatry. 2020 May;216(5):259-266
pubmed: 31155017
Psychol Med. 2016 Nov;46(15):3231-3240
pubmed: 27605254
Biol Psychiatry. 2001 Dec 1;50(11):898-911
pubmed: 11743944
Eur J Hum Genet. 2012 Jun;20(6):668-74
pubmed: 22258521
Nat Genet. 2017 Feb;49(2):262-268
pubmed: 28067912