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
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

260-269

Subventions

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)
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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)
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S Hong Lee (SH)
Bernard Lerer (B)
Miaoxin Li (M)
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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)
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Dermot Walsh (D)
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Qiang Wang (Q)
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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)
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Michael Gill (M)
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Jo Knight (J)
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Qingqin S Li (QS)
Jianjun Liu (J)
Anil K Malhotra (AK)
Steven A McCarroll (SA)
Jennifer L Moran (JL)
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Markus M Nöthen (MM)
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Tracey L Petryshen (TL)
Danielle Posthuma (D)
Brien P Riley (BP)
Pak C Sham (PC)
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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

Auteurs

Antonio F Pardiñas (AF)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Sophie E Smart (SE)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.
Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.

Isabella R Willcocks (IR)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Peter A Holmans (PA)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Charlotte A Dennison (CA)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Amy J Lynham (AJ)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Sophie E Legge (SE)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Bernhard T Baune (BT)

Department of Psychiatry, University of Münster, Münster, Germany.
Department of Psychiatry, Melbourne Medical School, The University of Melbourne, Melbourne, Australia.
The Florey Institute of Neuroscience and Mental Health, The University of Melbourne, Melbourne, Australia.

Tim B Bigdeli (TB)

Department of Psychiatry and the Behavioral Sciences, State University of New York Downstate Medical Center, Brooklyn.
Institute for Genomic Health, State University of New York Downstate Medical Center, Brooklyn.
Department of Psychiatry, Veterans Affairs New York Harbor Healthcare System, Brooklyn.

Murray J Cairns (MJ)

School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, Australia.
Centre for Brain and Mental Health Research, University of Newcastle, Newcastle, Australia.
Hunter Medical Research Institute, Newcastle, Australia.

Aiden Corvin (A)

Neuropsychiatric Genetics Research Group, Department of Psychiatry, Trinity College Dublin, Dublin, Ireland.

Ayman H Fanous (AH)

Department of Psychiatry and the Behavioral Sciences, State University of New York Downstate Medical Center, Brooklyn.
Institute for Genomic Health, State University of New York Downstate Medical Center, Brooklyn.

Josef Frank (J)

Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Mannheim, Germany.

Brian Kelly (B)

School of Medicine & Public Health, The University of Newcastle, Newcastle, Australia.

Andrew McQuillin (A)

Molecular Psychiatry Laboratory, Division of Psychiatry, University College London, London, United Kingdom.

Ingrid Melle (I)

Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Institute of Clinical Medicine, Oslo University Hospital, Oslo, Norway.

Preben B Mortensen (PB)

National Centre for Register-based Research, Aarhus University, Aarhus, Denmark.
The Lundbeck Foundation Initiative for Integrative Psychiatric Research, Aarhus, Denmark.

Bryan J Mowry (BJ)

Queensland Brain Institute, The University of Queensland, Brisbane, Australia.
Queensland Centre for Mental Health Research, The University of Queensland, Brisbane, Australia.

Carlos N Pato (CN)

Department of Psychiatry and Behavioral Sciences, State University of New York Downstate Medical Center, Brooklyn.
Department of Psychiatry and Zilkha Neurogenetics Institute, Keck School of Medicine, University of Southern California, Los Angeles.
Institute for Genomic Health, State University of New York Downstate Medical Center, Brooklyn.

Sathish Periyasamy (S)

Queensland Brain Institute, The University of Queensland, Brisbane, Australia.
Queensland Centre for Mental Health Research, The University of Queensland, Brisbane, Australia.

Marcella Rietschel (M)

Department of Genetic Epidemiology in Psychiatry, Central Institute of Mental Health, Medical Faculty Mannheim, University of Heidelberg, Heidelberg, Mannheim, Germany.

Dan Rujescu (D)

University Clinic and Outpatient Clinic for Psychiatry, Psychotherapy and Psychosomatics, Martin Luther University of Halle-Wittenberg, Halle, Germany.
Division of General Psychiatry, Department of Psychiatry and Psychotherapy, Medical University of Vienna, Vienna, Austria.

Carmen Simonsen (C)

Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Early Intervention in Psychosis Advisory Unit for South-East Norway, Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.

David St Clair (D)

Institute of Medical Sciences, University of Aberdeen, Aberdeen, United Kingdom.

Paul Tooney (P)

School of Biomedical Sciences and Pharmacy, University of Newcastle, Newcastle, Australia.
Hunter Medical Research Institute, Newcastle, Australia.

Jing Qin Wu (JQ)

Baker Heart and Diabetes Institute, Melbourne, Australia.

Ole A Andreassen (OA)

Norwegian Centre for Mental Disorders Research, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Division of Mental Health and Addiction, Institute of Clinical Medicine, Oslo University Hospital, Oslo, Norway.

Kaarina Kowalec (K)

College of Pharmacy, University of Manitoba, Winnipeg, Manitoba, Canada.
Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.

Patrick F Sullivan (PF)

Department of Medical Epidemiology and Biostatistics, Karolinska Institutet, Stockholm, Sweden.
Department of Psychiatry, Icahn School of Medicine, Mount Sinai Hospital, New York, New York.
Department of Genetics, University of North Carolina, Chapel Hill.

Robin M Murray (RM)

Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.

Michael J Owen (MJ)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

James H MacCabe (JH)

Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.

Michael C O'Donovan (MC)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

James T R Walters (JTR)

MRC Centre for Neuropsychiatric Genetics and Genomics, Division of Psychological Medicine and Clinical Neurosciences, School of Medicine, Cardiff University, Cardiff, United Kingdom.

Olesya Ajnakina (O)

Department of Biostatistics & Health Informatics, Institute of Psychiatry, Psychology & Neuroscience, King's College London, University of London, London, United Kingdom.
Department of Behavioural Science and Health, Institute of Epidemiology and Health Care, University College London, London, United Kingdom.

Luis Alameda (L)

Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.
Centro de Investigacion Biomedica en Red de Salud Mental, Spanish Network for Research in Mental Health, Sevilla, Spain.
Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocio, Departamento de Psiquiatria, Universidad de Sevilla, Sevilla, Spain.
Treatment and Early Intervention in Psychosis Program, Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Thomas R E Barnes (TRE)

Division of Psychiatry, Imperial College London, London, United Kingdom.

Domenico Berardi (D)

Department of Biomedical and Neuro-motor Sciences, Psychiatry Unit, Alma Mater Studiorum Università di Bologna, Bologna, Italy.

Elena Bonora (E)

Department of Medical and Surgical Sciences, Bologna Transcultural Psychosomatic Team, Alma Mater Studiorum, University of Bologna, Bologna, Italy.

Sara Camporesi (S)

Treatment and Early Intervention in Psychosis Program, Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.
Unit for Research in Schizophrenia, Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Martine Cleusix (M)

Unit for Research in Schizophrenia, Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Philippe Conus (P)

Treatment and Early Intervention in Psychosis Program, Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Benedicto Crespo-Facorro (B)

Centro de Investigacion Biomedica en Red de Salud Mental, Spanish Network for Research in Mental Health, Sevilla, Spain.
Instituto de Biomedicina de Sevilla, Hospital Universitario Virgen del Rocio, Departamento de Psiquiatria, Universidad de Sevilla, Sevilla, Spain.

Giuseppe D'Andrea (G)

Department of Biomedical and Neuro-motor Sciences, Psychiatry Unit, Alma Mater Studiorum Università di Bologna, Bologna, Italy.

Arsime Demjaha (A)

Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.

Kim Q Do (KQ)

Unit for Research in Schizophrenia, Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Gillian A Doody (GA)

Department of Medical Education, University of Nottingham Faculty of Medicine and Health Sciences, Nottingham, United Kingdom.

Chin B Eap (CB)

Unit of Pharmacogenetics and Clinical Psychopharmacology, Centre for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, University of Lausanne, Prilly, Switzerland.
School of Pharmaceutical Sciences, University of Geneva, Geneva, Switzerland.
Center for Research and Innovation in Clinical Pharmaceutical Sciences, Lausanne University Hospital and University of Lausanne, Lausanne, Switzerland.
Institute of Pharmaceutical Sciences of Western Switzerland, University of Geneva, Geneva, Switzerland.

Aziz Ferchiou (A)

University Paris-Est Créteil, Institut national de la santé et de la recherche médicale, Mondor Institute for Biomedical Research, Translational Neuropsychiatry, Fondation FondaMental, Créteil, France.

Marta Di Forti (M)

Social Genetics and Developmental Psychiatry, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.
South London and Maudsley National Health Service Mental Health Foundation Trust, London, United Kingdom.

Lorenzo Guidi (L)

Department of Medical and Surgical Sciences, Bologna Transcultural Psychosomatic Team, Alma Mater Studiorum, University of Bologna, Bologna, Italy.

Lina Homman (L)

Department of Social and Welfare Studies, Department of Behavioural Sciences and Learning, Linköping University, Linköping, Sweden.
Centre For Public Health, Institute Of Clinical Sciences, Queens University Belfast, Belfast, United Kingdom.

Raoul Jenni (R)

Unit for Research in Schizophrenia, Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Eileen M Joyce (EM)

UCL Queen Square Institute of Neurology, University College London, London, United Kingdom.

Laura Kassoumeri (L)

Department of Psychosis Studies, Institute of Psychiatry, Psychology & Neuroscience, King's College London, London, United Kingdom.

Inès Khadimallah (I)

Unit for Research in Schizophrenia, Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Ornella Lastrina (O)

Department of Biomedical and Neuro-motor Sciences, Psychiatry Unit, Alma Mater Studiorum Università di Bologna, Bologna, Italy.

Roberto Muratori (R)

Department of Medical and Surgical Sciences, Bologna Transcultural Psychosomatic Team, Alma Mater Studiorum, University of Bologna, Bologna, Italy.

Handan Noyan (H)

Faculty of Social Sciences, Department of Psychology, Beykoz University, Istanbul, Turkey.

Francis A O'Neill (FA)

Centre For Public Health, Institute Of Clinical Sciences, Queens University Belfast, Belfast, United Kingdom.

Baptiste Pignon (B)

University Paris-Est Créteil, Institut national de la santé et de la recherche médicale, Mondor Institute for Biomedical Research, Translational Neuropsychiatry, Fondation FondaMental, Créteil, France.
Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires HMondor, Département Médico-Universitaire de Psychiatrie et d'Addictologie, Fédération Hospitalo-Universitaire de Médecine de Précision, Créteil, France.

Romeo Restellini (R)

Treatment and Early Intervention in Psychosis Program, Service of General Psychiatry, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.
Unit for Research in Schizophrenia, Center for Psychiatric Neuroscience, Department of Psychiatry, Lausanne University Hospital, Lausanne, Switzerland.

Jean-Romain Richard (JR)

University Paris-Est Créteil, Institut national de la santé et de la recherche médicale, Mondor Institute for Biomedical Research, Translational Neuropsychiatry, Fondation FondaMental, Créteil, France.

Franck Schürhoff (F)

University Paris-Est Créteil, Institut national de la santé et de la recherche médicale, Mondor Institute for Biomedical Research, Translational Neuropsychiatry, Fondation FondaMental, Créteil, France.
Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires HMondor, Département Médico-Universitaire de Psychiatrie et d'Addictologie, Fédération Hospitalo-Universitaire de Médecine de Précision, Créteil, France.

Filip Španiel (F)

Department of Applied Neuroscience and Neuroimaging, National Institute of Mental Health, Klecany, Czechia.
Department of Psychiatry and Medical Psychology, Third Faculty of Medicine, Charles University, Prague, Czechia.

Andrei Szöke (A)

University Paris-Est Créteil, Institut national de la santé et de la recherche médicale, Mondor Institute for Biomedical Research, Translational Neuropsychiatry, Fondation FondaMental, Créteil, France.
Assistance Publique-Hôpitaux de Paris, Hôpitaux Universitaires HMondor, Département Médico-Universitaire de Psychiatrie et d'Addictologie, Fédération Hospitalo-Universitaire de Médecine de Précision, Créteil, France.

Ilaria Tarricone (I)

Department of Medical and Surgical Sciences, Bologna Transcultural Psychosomatic Team, Alma Mater Studiorum, University of Bologna, Bologna, Italy.

Andrea Tortelli (A)

University Paris-Est Créteil, Institut national de la santé et de la recherche médicale, Mondor Institute for Biomedical Research, Translational Neuropsychiatry, Fondation FondaMental, Créteil, France.
Groupe Hospitalier Universitaire Psychiatrie Neurosciences Paris, Pôle Psychiatrie Précarité, Paris, France.

Alp Üçok (A)

Department of Psychiatry, Istanbul University, Istanbul, Turkey.

Javier Vázquez-Bourgon (J)

Department of Psychiatry, University Hospital Marques de Valdecilla-Instituto de Investigación Marques de Valdecilla, Santander, Spain.
Department of Medicine and Psychiatry, School of Medicine, University of Cantabria, Santander, Spain.
Centro de Investigacion Biomedica en Red de Salud Mental, Spanish Network for Research in Mental Health, Santander, Spain.

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