Associations of medication with subcortical morphology across the lifespan in OCD: Results from the international ENIGMA Consortium.


Journal

Journal of affective disorders
ISSN: 1573-2517
Titre abrégé: J Affect Disord
Pays: Netherlands
ID NLM: 7906073

Informations de publication

Date de publication:
01 12 2022
Historique:
received: 12 01 2022
revised: 03 08 2022
accepted: 22 08 2022
pubmed: 31 8 2022
medline: 30 9 2022
entrez: 30 8 2022
Statut: ppublish

Résumé

Widely used psychotropic medications for obsessive-compulsive disorder (OCD) may change the volumes of subcortical brain structures, and differently in children vs. adults. We measured subcortical volumes cross-sectionally in patients finely stratified for age taking various common classes of OCD drugs. The ENIGMA-OCD consortium sample (1081 medicated/1159 unmedicated OCD patients and 2057 healthy controls aged 6-65) was divided into six successive 6-10-year age-groups. Individual structural MRIs were parcellated automatically using FreeSurfer into 8 regions-of-interest (ROIs). ROI volumes were compared between unmedicated and medicated patients and controls, and between patients taking serotonin reuptake inhibitors (SRIs), tricyclics (TCs), antipsychotics (APs), or benzodiazepines (BZs) and unmedicated patients. Compared to unmedicated patients, volumes of accumbens, caudate, and/or putamen were lower in children aged 6-13 and adults aged 50-65 with OCD taking SRIs (Cohen's d = -0.24 to -0.74). Volumes of putamen, pallidum (d = 0.18-0.40), and ventricles (d = 0.31-0.66) were greater in patients aged 20-29 receiving APs. Hippocampal volumes were smaller in patients aged 20 and older taking TCs and/or BZs (d = -0.27 to -1.31). Results suggest that TCs and BZs could potentially aggravate hippocampal atrophy of normal aging in older adults with OCD, whereas SRIs may reduce striatal volumes in young children and older adults. Similar to patients with psychotic disorders, OCD patients aged 20-29 may experience subcortical nuclear and ventricular hypertrophy in relation to APs. Although cross-sectional, present results suggest that commonly prescribed agents exert macroscopic effects on subcortical nuclei of unknown relation to therapeutic response.

Sections du résumé

BACKGROUND
Widely used psychotropic medications for obsessive-compulsive disorder (OCD) may change the volumes of subcortical brain structures, and differently in children vs. adults. We measured subcortical volumes cross-sectionally in patients finely stratified for age taking various common classes of OCD drugs.
METHODS
The ENIGMA-OCD consortium sample (1081 medicated/1159 unmedicated OCD patients and 2057 healthy controls aged 6-65) was divided into six successive 6-10-year age-groups. Individual structural MRIs were parcellated automatically using FreeSurfer into 8 regions-of-interest (ROIs). ROI volumes were compared between unmedicated and medicated patients and controls, and between patients taking serotonin reuptake inhibitors (SRIs), tricyclics (TCs), antipsychotics (APs), or benzodiazepines (BZs) and unmedicated patients.
RESULTS
Compared to unmedicated patients, volumes of accumbens, caudate, and/or putamen were lower in children aged 6-13 and adults aged 50-65 with OCD taking SRIs (Cohen's d = -0.24 to -0.74). Volumes of putamen, pallidum (d = 0.18-0.40), and ventricles (d = 0.31-0.66) were greater in patients aged 20-29 receiving APs. Hippocampal volumes were smaller in patients aged 20 and older taking TCs and/or BZs (d = -0.27 to -1.31).
CONCLUSIONS
Results suggest that TCs and BZs could potentially aggravate hippocampal atrophy of normal aging in older adults with OCD, whereas SRIs may reduce striatal volumes in young children and older adults. Similar to patients with psychotic disorders, OCD patients aged 20-29 may experience subcortical nuclear and ventricular hypertrophy in relation to APs. Although cross-sectional, present results suggest that commonly prescribed agents exert macroscopic effects on subcortical nuclei of unknown relation to therapeutic response.

Identifiants

pubmed: 36041582
pii: S0165-0327(22)00940-5
doi: 10.1016/j.jad.2022.08.084
pii:
doi:

Substances chimiques

Antipsychotic Agents 0
Serotonin Uptake Inhibitors 0
Benzodiazepines 12794-10-4

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

204-216

Subventions

Organisme : NIMH NIH HHS
ID : R01 MH085900
Pays : United States
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : NIMH NIH HHS
ID : K23 MH082176
Pays : United States
Organisme : NIMH NIH HHS
ID : K23 MH115206
Pays : United States
Organisme : NIMH NIH HHS
ID : R21 MH093889
Pays : United States
Organisme : NIBIB NIH HHS
ID : U54 EB020403
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR000067
Pays : United States
Organisme : NIDA NIH HHS
ID : R21 DA045218
Pays : United States
Organisme : NIDA NIH HHS
ID : R21 DA046029
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH081864
Pays : United States
Organisme : NIMH NIH HHS
ID : R33 MH107589
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH107419
Pays : United States
Organisme : NIMH NIH HHS
ID : K23 MH092397
Pays : United States
Organisme : NIMH NIH HHS
ID : K23 MH104515
Pays : United States
Organisme : NIMH NIH HHS
ID : R21 MH101441
Pays : United States

Investigateurs

Sara Poletti (S)
Egill Axfjord Fridgeirsson (EA)
Toshikazu Ikuta (T)
Stella J de Wit (SJ)
Chris Vriend (C)
Selina Kasprzak (S)
Masaru Kuno (M)
Jumpei Takahashi (J)
Euripedes C Miguel (EC)
Roseli G Shavitt (RG)
Morgan Hough (M)
Jose C Pariente (JC)
Ana E Ortiz (AE)
Sara Bertolín (S)
Eva Real (E)
Cinto Segalàs (C)
Pedro Silva Moreira (PS)
Nuno Sousa (N)
Jin Narumoto (J)
Kei Yamada (K)
Jinsong Tang (J)
Jean-Paul Fouche (JP)
Taekwan Kim (T)
Sunah Choi (S)
Minji Ha (M)
Sunghyun Park (S)

Informations de copyright

Copyright © 2022. Published by Elsevier B.V.

Déclaration de conflit d'intérêts

Conflict of Interest Dr. Arnold reported holding the Alberta Innovates Translational Health Chair in Child and Youth Mental Health outside the submitted work. Prof. Mataix-Cols receives royalties for contributing articles to UpToDate, Wolters Kluwer Health and fees from Elsevier for editorial tasks (all unrelated to the submitted work). Dr. Narayanaswamy reported Government of India grants DST INSPIRE faculty grant IFA12-LSBM-26 and BT/06/IYBA/2012 outside the submitted work. Dr. Reddy reported Government of India grants SR/S0/HS/0016/2011 and BT/PR13334/Med/30/259/2009 outside the submitted work. Dr. Venkatasubramanian reported Wellcome-DBT India Alliance grant 500236/Z/11/Z outside the submitted work. Dr. Simpson reported Biohaven Research support for a clinical trial and royalties from UpToDate, Inc. and Cambridge University Press outside the submitted work. Dr. Soreni reported support from Lundbeck-IIT outside the submitted work. Dr. Walitza has received in the last 3 years royalties from Thieme Hogrefe, Kohlhammer, Springer, Beltz; Her work was supported in the last 3 years by the Swiss National Science Foundation (SNF), diff. EU FP7s, HSM Hochspezialisierte Medizin of the Kanton Zurich, Switzerland, Bfarm Germany, ZInEP, Hartmann Müller Stiftung, Olga Mayenfisch, Gertrud Thalmann Fonds (all unrelated to the submitted work). Dr. Thompson has received a research grant from Biogen, Inc., unrelated to the topic of this paper.

Auteurs

Iliyan Ivanov (I)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

Premika S W Boedhoe (PSW)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Yoshinari Abe (Y)

Department of Psychiatry, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.

Pino Alonso (P)

Department of Clinical Sciences, Bellvitge Biomedical Research Institute-IDIBELL, CIBERSAM, Bellvitge University Hospital, Barcelona, Spain.

Stephanie H Ameis (SH)

The Margaret and Wallace McCain Centre for Child, Youth & Family Mental Health, Campbell Family Mental Health Research Institute, The Centre for Addiction and Mental Health, Department of Psychiatry, Faculty of Medicine, University of Toronto, Toronto, Canada.

Paul D Arnold (PD)

The Mathison Centre for Mental Health Research & Education, Hotchkiss Brain Institute, Cumming School of Medicine, University of Calgary, Calgary, Alberta, Canada.

Srinivas Balachander (S)

Obsessive-Compulsive Disorder (OCD) Clinic, Department of Psychiatry, National Institute of Mental Health & Neurosciences, Bangalore, India.

Justin T Baker (JT)

McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, USA.

Nerisa Banaj (N)

Laboratory of Neuropsychiatry, Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, Rome, Italy.

Nuria Bargalló (N)

Magnetic Resonance Image Core Facility, Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Image Diagnostic Center, Hospital Clinic of Barcelona, Barcelona, Spain.

Marcelo C Batistuzzo (MC)

Departamento e Instituto de Psiquiatria do Hospital das Clinicas, IPQ HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, SP, Brazil; Department of Methods and Techniques in Psychology, Pontifical Catholic University of Sao Paulo, SP, Brazil.

Francesco Benedetti (F)

Vita-Salute San Raffaele University, Milano, Italy; Departments of Psychiatry and Medical Genetics, IRCCS Scientific Institute Ospedale San Raffaele, Milan, Italy.

Jan C Beucke (JC)

Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany; Department of Clinical Neuroscience, Centre for Psychiatric Research, Karolinska Institutet, Stockholm, Sweden.

Irene Bollettini (I)

Departments of Psychiatry and Medical Genetics, IRCCS Scientific Institute Ospedale San Raffaele, Milan, Italy.

Silvia Brem (S)

Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.

Brian P Brennan (BP)

McLean Hospital, Department of Psychiatry, Harvard Medical School, Belmont, MA, USA.

Jan Buitelaar (J)

Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.

Rosa Calvo (R)

Department of Child and Adolescent Psychiatry and Psychology, Hospital Clínic of Barcelona (CIBERSAM), Department of Medicine, University of Barcelona, Barcelona, Spain.

Yuqi Cheng (Y)

Department of Psychiatry, First Affiliated Hospital of Kunming Medical University, Kunming, China.

Kang Ik K Cho (KIK)

Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Psychiatry Neuroimaging Laboratory, Department of Psychiatry, Brigham and Women's Hospital, Harvard Medical School, Boston, MA, USA; Department of Brain and Cognitive Sciences, Seoul University College of Natural Science, Seoul, Republic of Korea.

Sara Dallaspezia (S)

Departments of Psychiatry and Medical Genetics, IRCCS Scientific Institute Ospedale San Raffaele, Milan, Italy.

Damiaan Denys (D)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Juliana B Diniz (JB)

Departamento e Instituto de Psiquiatria do Hospital das Clinicas, IPQ HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, SP, Brazil.

Benjamin A Ely (BA)

Department of Psychiatry and Behavioral Sciences, Albert Einstein College of Medicine, New York, NY, USA.

Jamie D Feusner (JD)

Division of Neurosciences & Clinical Translation, Department of Psychiatry, Temerty Faculty of Medicine, University of Toronto, Toronto, ON, Canada; Department of Women's and Children's Health, Karolinska Institutet, Stockholm, Sweden; Staglin IMHRO Center for Cognitive Neuroscience, Jane & Terry Semel institute For Neurosciences, University of California, Los Angeles, CA, USA.

Sónia Ferreira (S)

Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, ICVS/3B's PT Government Associate Laboratory, Clinical Academic Center, Braga, Portugal.

Kate D Fitzgerald (KD)

Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.

Martine Fontaine (M)

Columbia University Irving Medical Center, Columbia University, New York, NY, USA; New York State Psychiatric Institute, New York, NY, USA.

Patricia Gruner (P)

Department of Psychiatry, Yale University School of Medicine, New Haven, CT, USA.

Gregory L Hanna (GL)

Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.

Yoshiyuki Hirano (Y)

Research Center for Child Mental Development, Chiba University, Chiba, Japan.

Marcelo Q Hoexter (MQ)

Departamento e Instituto de Psiquiatria do Hospital das Clinicas, IPQ HCFMUSP, Faculdade de Medicina, Universidade de Sao Paulo, SP, Brazil.

Chaim Huyser (C)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands; Levvel Academic Center for Child and Adolescent Psychiatry, Amsterdam, the Netherlands.

Keisuke Ikari (K)

Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.

Anthony James (A)

Department of Psychiatry, Oxford University, Oxford, UK.

Fern Jaspers-Fayer (F)

Britsh Columbia Children's Hospital, BC Mental Health and Substance Use Services Research, University of British Columbia, Vancouver, BC, Canada.

Hongyan Jiang (H)

Department of Psychiatry, First Affiliated Hospital of Kunming Medical University, Kunming, China.

Norbert Kathmann (N)

Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany.

Christian Kaufmann (C)

Department of Psychology, Humboldt-Universität zu Berlin, Berlin, Germany.

Minah Kim (M)

Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.

Kathrin Koch (K)

Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Germany.

Jun Soo Kwon (JS)

Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Brain and Cognitive Sciences, Seoul University College of Natural Science, Seoul, Republic of Korea; Institute of Human Behavioral Medicine, SNU-MRC, Seoul, Republic of Korea.

Luisa Lázaro (L)

Department of Child and Adolescent Psychiatry and Psychology, Hospital Clínic of Barcelona (CIBERSAM), Department of Medicine, University of Barcelona, Barcelona, Spain.

Yanni Liu (Y)

Department of Psychiatry, University of Michigan, Ann Arbor, MI, USA.

Christine Lochner (C)

SAMRC Unit on Anxiety & Stress Disorders, Department of Psychiatry, Stellenbosch University, South Africa.

Rachel Marsh (R)

Columbia University Irving Medical Center, Columbia University, New York, NY, USA; New York State Psychiatric Institute, New York, NY, USA.

Ignacio Martínez-Zalacaín (I)

Department of Clinical Sciences, Bellvitge Biomedical Research Institute-IDIBELL, CIBERSAM, Bellvitge University Hospital, Barcelona, Spain.

David Mataix-Cols (D)

Department of Clinical Neuroscience, Centre for Psychiatric Research, Karolinska Institutet, Stockholm, Sweden.

José M Menchón (JM)

Department of Clinical Sciences, Bellvitge Biomedical Research Institute-IDIBELL, CIBERSAM, Bellvitge University Hospital, Barcelona, Spain.

Luciano Minuzzi (L)

Department of Psychiatry and Behavioral Neurosciences, McMaster University, St. Joseph's Health Care, Hamilton, Ontario, Canada.

Astrid Morer (A)

Department of Child and Adolescent Psychiatry and Psychology, Hospital Clínic of Barcelona (CIBERSAM), Department of Medicine, University of Barcelona, Barcelona, Spain.

Pedro Morgado (P)

Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, ICVS/3B's PT Government Associate Laboratory, Clinical Academic Center, Braga, Portugal.

Akiko Nakagawa (A)

Research Center for Child Mental Development, Chiba University, Chiba, Japan.

Takashi Nakamae (T)

Department of Psychiatry, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.

Tomohiro Nakao (T)

Department of Neuropsychiatry, Graduate School of Medical Sciences, Kyushu University, Fukuoka, Japan.

Janardhanan C Narayanaswamy (JC)

Obsessive-Compulsive Disorder (OCD) Clinic, Department of Psychiatry, National Institute of Mental Health & Neurosciences, Bangalore, India.

Erika L Nurmi (EL)

Division of Child and Adolescent Psychiatry, Jane & Terry Semel Institute For Neurosciences, University of California, Los Angeles, CA, USA; Staglin IMHRO Center for Cognitive Neuroscience, Jane & Terry Semel institute For Neurosciences, University of California, Los Angeles, CA, USA.

Sanghoon Oh (S)

Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Psychiatry, Uijeongbu Eulji Medical Center, Eulji University School of Medicine, Gyeonggi-do, Republic of Korea.

Chris Perriello (C)

University of Illinois at Urbana-Champaign, Champaign, IL, USA.

John C Piacentini (JC)

Division of Child and Adolescent Psychiatry, Jane & Terry Semel Institute For Neurosciences, University of California, Los Angeles, CA, USA; Staglin IMHRO Center for Cognitive Neuroscience, Jane & Terry Semel institute For Neurosciences, University of California, Los Angeles, CA, USA.

Maria Picó-Pérez (M)

Life and Health Sciences Research Institute (ICVS), School of Medicine, University of Minho, ICVS/3B's PT Government Associate Laboratory, Clinical Academic Center, Braga, Portugal.

Fabrizio Piras (F)

Laboratory of Neuropsychiatry, Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, Rome, Italy.

Federica Piras (F)

Laboratory of Neuropsychiatry, Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, Rome, Italy.

Y C Janardhan Reddy (YCJ)

Obsessive-Compulsive Disorder (OCD) Clinic, Department of Psychiatry, National Institute of Mental Health & Neurosciences, Bangalore, India.

Daniela Rodriguez Manrique (DR)

Department of Diagnostic and Interventional Neuroradiology, School of Medicine, Klinikum Rechts der Isar, Technical University of Munich, Germany.

Yuki Sakai (Y)

Department of Psychiatry, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan; ATR Brain Information Communication Research Laboratiry Group, Kyoto, Japan.

Eiji Shimizu (E)

Research Center for Child Mental Development, Chiba University, Chiba, Japan.

H Blair Simpson (HB)

Columbia University Irving Medical Center, Columbia University, New York, NY, USA; New York State Psychiatric Institute, New York, NY, USA.

Noam Soreni (N)

Pediatric OCD Consultation Service, Anxiety Treatment and Research Center, Offord Center of Child Studies, Hamilton, Ontario, Canada.

Carles Soriano-Mas (C)

Department of Clinical Sciences, Bellvitge Biomedical Research Institute-IDIBELL, CIBERSAM, Bellvitge University Hospital, Barcelona, Spain; Department of Social Psychology and Quantitative Psychology, Universitat de Barcelona- UB, Barcelona,Spain.

Gianfranco Spalletta (G)

Laboratory of Neuropsychiatry, Department of Clinical and Behavioral Neurology, IRCCS Santa Lucia Foundation, Rome, Italy; Division of Neuropsychiatry, Menninger Department of Psychiatry and Behavioral Science, Baylor College of Medicine, Houston, TX, USA.

Emily R Stern (ER)

Department of Psychiatry, New York University Langone School of Medicine, New York, NY, USA.

Michael C Stevens (MC)

Institute of Living/Hartford Hospital, Hartford, CT, USA; Yale University School of Medicine, New Haven, CT, USA.

S Evelyn Stewart (SE)

Britsh Columbia Children's Hospital, BC Mental Health and Substance Use Services Research, University of British Columbia, Vancouver, BC, Canada.

Philip R Szeszko (PR)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, NY, USA.

David F Tolin (DF)

Institute of Living/Hartford Hospital, Hartford, CT, USA; Yale University School of Medicine, New Haven, CT, USA.

Daan van Rooij (D)

Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, the Netherlands.

Dick J Veltman (DJ)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Ysbrand D van der Werf (YD)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Guido A van Wingen (GA)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Ganesan Venkatasubramanian (G)

Obsessive-Compulsive Disorder (OCD) Clinic, Department of Psychiatry, National Institute of Mental Health & Neurosciences, Bangalore, India.

Susanne Walitza (S)

Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.

Zhen Wang (Z)

Shanghai Mental Health Center Shanghai Jiao Tong University School of Medicine, China.

Anri Watanabe (A)

Department of Psychiatry, Graduate School of Medical Science, Kyoto Prefectural University of Medicine, Kyoto, Japan.

Lidewij H Wolters (LH)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Xiufeng Xu (X)

Department of Psychiatry, First Affiliated Hospital of Kunming Medical University, Kunming, China.

Je-Yeon Yun (JY)

Department of Psychiatry, Seoul National University College of Medicine, Seoul, Republic of Korea; Department of Neuropsychiatry, Seoul National University Hospital, Seoul, Republic of Korea.

Mojtaba Zarei (M)

Institute of Medical Science and Technology, Shahid Beheshti University, Tehran, Iran.

Fengrui Zhang (F)

Magnetic Resonance Image Center, First Affiliated Hospital of Kunming Medical University, Kunming, China.

Qing Zhao (Q)

Shanghai Mental Health Center Shanghai Jiao Tong University School of Medicine, China.

Neda Jahanshad (N)

Imaging Genetics Center, Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.

Sophia I Thomopoulos (SI)

Imaging Genetics Center, Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.

Paul M Thompson (PM)

Imaging Genetics Center, Stevens Institute for Neuroimaging & Informatics, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA.

Dan J Stein (DJ)

SAMRC Unit on Risk & Resilience in Mental Disorders, Department of Psychiatry and Neuroscience Institute, University of Cape Town, South Africa.

Odile A van den Heuvel (OA)

Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Psychiatry, Amsterdam Neuroscience, Amsterdam, the Netherlands; Amsterdam UMC, Vrije Universiteit Amsterdam, Department of Anatomy & Neurosciences, Amsterdam Neuroscience, Amsterdam, the Netherlands.

Joseph O'Neill (J)

Division of Child and Adolescent Psychiatry, Jane & Terry Semel Institute For Neurosciences, University of California, Los Angeles, CA, USA; Staglin IMHRO Center for Cognitive Neuroscience, Jane & Terry Semel institute For Neurosciences, University of California, Los Angeles, CA, USA.

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