Greater male than female variability in regional brain structure across the lifespan.


Journal

Human brain mapping
ISSN: 1097-0193
Titre abrégé: Hum Brain Mapp
Pays: United States
ID NLM: 9419065

Informations de publication

Date de publication:
01 2022
Historique:
revised: 10 08 2020
received: 04 06 2020
accepted: 05 09 2020
pubmed: 13 10 2020
medline: 29 3 2022
entrez: 12 10 2020
Statut: ppublish

Résumé

For many traits, males show greater variability than females, with possible implications for understanding sex differences in health and disease. Here, the ENIGMA (Enhancing Neuro Imaging Genetics through Meta-Analysis) Consortium presents the largest-ever mega-analysis of sex differences in variability of brain structure, based on international data spanning nine decades of life. Subcortical volumes, cortical surface area and cortical thickness were assessed in MRI data of 16,683 healthy individuals 1-90 years old (47% females). We observed significant patterns of greater male than female between-subject variance for all subcortical volumetric measures, all cortical surface area measures, and 60% of cortical thickness measures. This pattern was stable across the lifespan for 50% of the subcortical structures, 70% of the regional area measures, and nearly all regions for thickness. Our findings that these sex differences are present in childhood implicate early life genetic or gene-environment interaction mechanisms. The findings highlight the importance of individual differences within the sexes, that may underpin sex-specific vulnerability to disorders.

Identifiants

pubmed: 33044802
doi: 10.1002/hbm.25204
pmc: PMC8675415
doi:

Types de publication

Journal Article Meta-Analysis Multicenter Study Research Support, N.I.H., Extramural Research Support, Non-U.S. Gov't Research Support, U.S. Gov't, Non-P.H.S.

Langues

eng

Sous-ensembles de citation

IM

Pagination

470-499

Subventions

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Informations de copyright

© 2020 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

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Auteurs

Lara M Wierenga (LM)

Institute of Psychology, Leiden University, Leiden, The Netherlands.
Leiden Institute for Brain and Cognition, Leiden, The Netherlands.

Gaelle E Doucet (GE)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Boys Town National Research Hospital, Omaha, Nebraska, USA.

Danai Dima (D)

Department of Psychology, School of Arts and Social Sciences, City, University of London, London, UK.
Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Ingrid Agartz (I)

Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden.

Moji Aghajani (M)

Department of Psychiatry, Amsterdam Neuroscience, Amsterdam UMC, Vrije Universiteit, Amsterdam, The Netherlands.
Department of Research & Innovation, GGZ inGeest, Amsterdam, The Netherlands.
Institute of Education and Child Studies, Forensic Family and Youth Care, Leiden University, Leiden, The Netherlands.

Theophilus N Akudjedu (TN)

Centre for Neuroimaging & Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.
Institute of Medical Imaging & Visualisation, Faculty of Health & Social Sciences, Bournemouth University, Bournemouth, UK.

Anton Albajes-Eizagirre (A)

FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.
Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.

Dag Alnaes (D)

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

Kathryn I Alpert (KI)

Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.

Ole A Andreassen (OA)

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

Alan Anticevic (A)

Department of Psychiatry, Yale University, New Haven, Connecticut, USA.

Philip Asherson (P)

Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Tobias Banaschewski (T)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany.

Nuria Bargallo (N)

Imaging Diagnostic Center, Hospital Clínic, Barcelona, Spain.
Magnetic Resonance Image Core Facility, IDIBAPS, Barcelona, Spain.

Sarah Baumeister (S)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany.

Ramona Baur-Streubel (R)

Department for Clinical Psychology, Würzburg University, Margetshöchheim, Germany.

Alessandro Bertolino (A)

Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy.

Aurora Bonvino (A)

Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy.

Dorret I Boomsma (DI)

Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands.

Stefan Borgwardt (S)

Department of Psychiatry, University of Basel, Basel, Switzerland.
Department of Psychiatry, University of Lübeck, Lübeck, Germany.

Josiane Bourque (J)

Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.

Anouk den Braber (A)

Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands.
Alzheimer Center, Amsterdam UMC, Location VUMC, Amsterdam, The Netherlands.

Daniel Brandeis (D)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany.
Department of Child and Adolescent Psychiatry and Psychotherapy, Psychiatric Hospital, University of Zurich, Zurich, Switzerland.
Zurich Center for Integrative Human Physiology, University of Zurich, Zurich, Switzerland.
Neuroscience Centre Zurich, University and ETH Zurich, Zurich, Switzerland.

Alan Breier (A)

Department of Psychiatry, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Henry Brodaty (H)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.
Dementia Centre for Research Collaboration, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.

Rachel M Brouwer (RM)

Department of Psychiatry, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands.

Jan K Buitelaar (JK)

Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, The Netherlands.
Karakter Child and Adolescent Psychiatry University Centre, Nijmegen, The Netherlands.

Geraldo F Busatto (GF)

Laboratory of Psychiatric Neuroimaging (LIM-21), Departamento e Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.

Vince D Calhoun (VD)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS), Georgia State, Georgia Tech, Atlanta, Georgia, USA.

Erick J Canales-Rodríguez (EJ)

FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.

Dara M Cannon (DM)

Centre for Neuroimaging & Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.

Xavier Caseras (X)

MRC Centre for Neuropsychiatric Genetics and Genomics, Cardiff University, Cardiff, UK.

Francisco X Castellanos (FX)

Department of Child and Adolescent Psychiatry, NYU Grossman School of Medicine, New York, New York, USA.
Nathan Kline Institute for Psychiatric Research, Orangeburg, New York, USA.

Tiffany M Chaim-Avancini (TM)

Laboratory of Psychiatric Neuroimaging (LIM-21), Departamento e Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.

Christopher Rk Ching (CR)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.

Vincent P Clark (VP)

Psychology Clinical Neuroscience Center, Department of Psychology, University of New Mexico, Albuquerque, New Mexico, USA.
Mind Research Network, Albuquerque, New Mexico, USA.

Patricia J Conrod (PJ)

CHU Sainte-Justine Research Center, Montreal, Quebec, Canada.
Department of Psychiatry, University of Montreal, Montreal, Canada.

Annette Conzelmann (A)

Department of Child and Adolescent Psychiatry, Psychosomatics and Psychotherapy, University of Tübingen, Tübingen, Germany.
Department of Psychology (Clinical Psychology II), PFH - Private University of Applied Sciences, Göttingen, Germany.

Fabrice Crivello (F)

Groupe d'Imagerie Neurofonctionnelle, Institut des Maladies Neurodégénératives, Bordeaux, France.

Christopher G Davey (CG)

Centre for Youth Mental Health, University of Melbourne, Parkville, Victoria, Australia.
Orygen, Parkville, Victoria, Australia.

Erin W Dickie (EW)

Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, Canada.
Department of Psychiatry, University of Toronto, Toronto, Ontario, Canada.

Stefan Ehrlich (S)

Division of Psychological & Social Medicine and Developmental Neurosciences; Technische Universität Dresden, Faculty of Medicine, University Hospital C.G. Carus, Dresden, Germany.

Dennis Van't Ent (D)

Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands.

Simon E Fisher (SE)

Language and Genetics Department, Max Planck Institute for Psycholinguistics, Nijmegen, The Netherlands.
Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.

Jean-Paul Fouche (JP)

Department of Psychiatry and Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa.

Barbara Franke (B)

Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.
Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands.
Department of Psychiatry, Radboud University Medical Center, Nijmegen, The Netherlands.

Paola Fuentes-Claramonte (P)

FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.

Eco Jc de Geus (EJ)

Department of Biological Psychology, VU University Amsterdam, Amsterdam, The Netherlands.

Annabella Di Giorgio (A)

IRCCS Casa Sollievo della Sofferenza, San Giovanni Rotondo, Italy.

David C Glahn (DC)

Tommy Fuss Center for Neuropsychiatric Disease Research, Department of Psychiatry, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, USA.
Olin Center for Neuropsychiatric Research, Institute of Living, Hartford Hospital, Hartford, Connecticut, USA.

Ian H Gotlib (IH)

Department of Psychology, Stanford University, Stanford, California, USA.

Hans J Grabe (HJ)

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.
German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Greifswald, Germany.

Oliver Gruber (O)

Section for Experimental Psychopathology and Neuroimaging, Department of General Psychiatry, Heidelberg University Hospital, Heidelberg, Germany.

Patricia Gruner (P)

Department of Psychiatry, Yale University, New Haven, Connecticut, USA.

Raquel E Gur (RE)

Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
Lifespan Brain Institute, Children's Hospital of Philadelphia, Philadelphia, Pennsylvania, USA.

Ruben C Gur (RC)

Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Tiril P Gurholt (TP)

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

Lieuwe de Haan (L)

Department of Early Psychosis, Amsterdam UMC, Amsterdam, The Netherlands.

Beathe Haatveit (B)

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

Ben J Harrison (BJ)

Melbourne Neuropsychiatry Centre, Department of Psychiatry, The University of Melbourne & Melbourne Health, Melbourne, Australia.

Catharina A Hartman (CA)

Interdisciplinary Center Psychopathology and Emotion regulation, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.

Sean N Hatton (SN)

Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia.
Department of Neurosciences, University of California San Diego, La Jolla, California, USA.

Dirk J Heslenfeld (DJ)

Departments of Experimental and Clinical Psychology, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.

Odile A van den Heuvel (OA)

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

Ian B Hickie (IB)

Brain and Mind Centre, University of Sydney, Sydney, New South Wales, Australia.

Pieter J Hoekstra (PJ)

Department of Psychiatry, University of Groningen, University Medical Center Groningen, Groningen, The Netherlands.

Sarah Hohmann (S)

Department of Child and Adolescent Psychiatry and Psychotherapy, Central Institute of Mental Health, University of Heidelberg, Medical Faculty Mannheim, Mannheim, Germany.

Avram J Holmes (AJ)

Department of Psychiatry, Yale University, New Haven, Connecticut, USA.
Department of Psychology, Yale University, New Haven, Connecticut, USA.
Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA.

Martine Hoogman (M)

Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.
Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands.

Norbert Hosten (N)

Institute of Diagnostic Radiology and Neuroradiology, University Medicine Greifswald, Greifswald, Germany.

Fleur M Howells (FM)

Neuroscience Institute, University of Cape Town, Cape Town, Western Cape, South Africa.
Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, Western Cape, South Africa.

Hilleke E Hulshoff Pol (HE)

Department of Psychiatry, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands.

Chaim Huyser (C)

De Bascule, Academic center child and adolescent psychiatry, Duivendrecht, The Netherlands.
Amsterdam UMC Department of Child and Adolescent Psychiatry, Amsterdam, The Netherlands.

Neda Jahanshad (N)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.

Anthony C James (AC)

Department of Psychiatry, Warneford Hospital, Oxford, UK.
Highfield Unit, Warneford Hospital, Oxford, UK.

Jiyang Jiang (J)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.

Erik G Jönsson (EG)

Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden.

John A Joska (JA)

Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, Western Cape, South Africa.

Andrew J Kalnin (AJ)

Department of Radiology, The Ohio State University College of Medicine, Columbus, Ohio, USA.

Marieke Klein (M)

Department of Psychiatry, University Medical Center Utrecht Brain Center, Utrecht University, Utrecht, The Netherlands.
Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands.
Department of Human Genetics, Radboud University Medical Center, Nijmegen, The Netherlands.

Laura Koenders (L)

Department of Early Psychosis, Amsterdam UMC, Amsterdam, The Netherlands.

Knut K Kolskår (KK)

Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
Department of Psychology, University of Oslo, Oslo, Norway.
Sunnaas Rehabilitation Hospital HT, Nesodden, Norway.

Bernd Krämer (B)

Section for Experimental Psychopathology and Neuroimaging, Department of General Psychiatry, Heidelberg University Hospital, Heidelberg, Germany.

Jonna Kuntsi (J)

Social, Genetic and Developmental Psychiatry Centre, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Jim Lagopoulos (J)

Sunshine Coast Mind and Neuroscience Thompson Institute, Birtinya, Queensland, Australia.
University of the Sunshine Coast, Sunshine Coast, Queensland, Australia.

Luisa Lazaro (L)

Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.
Department of Child and Adolescent Psychiatry and Psychology, Hospital Clínic, Barcelona, Spain.
August Pi i Sunyer Biomedical Research Institut (IDIBAPS), Barcelona, Spain.
Department of Medicine, University of Barcelona, Barcelona, Spain.

Irina S Lebedeva (IS)

Laboratory of Neuroimaging and Multimodal Analysis, Mental Health Research Center, Moscow, Russia.

Phil H Lee (PH)

Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA.
Department of Psychiatry, Harvard Medical School, Boston, Massachusetts, USA.

Christine Lochner (C)

SA MRC Unit on Risk and Resilience in Mental Disorders, Department of Psychiatry, Stellenbosch University, Cape Town, Western Cape, South Africa.

Marise Wj Machielsen (MW)

Department of Psychiatry, Academic Medical Center, Amsterdam, The Netherlands.

Sophie Maingault (S)

Institut des maladies neurodégénératives, Université de Bordeaux, Bordeaux, France.

Nicholas G Martin (NG)

Genetic Epidemiology, QIMR Berghofer Medical Research Institute, Brisbane, Queensland, Australia.

Ignacio Martínez-Zalacaín (I)

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

David Mataix-Cols (D)

Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden.

Bernard Mazoyer (B)

University of Bordeaux, Bordeaux, France.
Bordeaux University Hospital, Bordeaux, France.

Brenna C McDonald (BC)

Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Colm McDonald (C)

Centre for Neuroimaging & Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.

Andrew M McIntosh (AM)

Division of Psychiatry, University of Edinburgh, Edinburgh, UK.

Katie L McMahon (KL)

Herston Imaging Research Facility and School of Clinical Sciences, Queensland University of Technology (QUT), Brisbane, Queensland, Australia.
Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology (QUT), Brisbane, Queensland, Australia.

Genevieve McPhilemy (G)

Centre for Neuroimaging & Cognitive Genomics (NICOG), Clinical Neuroimaging Laboratory, NCBES Galway Neuroscience Centre, College of Medicine Nursing and Health Sciences, National University of Ireland Galway, Galway, Ireland.

Dennis van der Meer (D)

Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Oslo University Hospital, Oslo, Norway.
School of Mental Health and Neuroscience, Faculty of Health, Medicine and Life Sciences, Maastricht University, Maastricht, The Netherlands.

José M Menchón (JM)

Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.
Department of Psychiatry, Bellvitge University Hospital, Bellvitge Biomedical Research Institute-IDIBELL, Barcelona, Spain.
Department of Clinical Sciences, University of Barcelona, Barcelona, Spain.

Jilly Naaijen (J)

Department of Cognitive Neuroscience, Radboud University Medical Centre, Nijmegen, The Netherlands.

Lars Nyberg (L)

Department of Radiation Sciences, Umeå University, Umeå, Sweden.
Department of Integrative Medical Biology, Umeå University, Umeå, Sweden.

Jaap Oosterlaan (J)

Emma Children's Hospital, Amsterdam UMC University of Amsterdam and Vrije Universiteit Amsterdam, Emma Neuroscience Group, Department of Pediatrics, Amsterdam Reproduction & Development, Amsterdam, The Netherlands.
Clinical Neuropsychology Section, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands.

Yannis Paloyelis (Y)

Department of Neuroimaging, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Paul Pauli (P)

Department of Psychology, University of Würzburg, Würzburg, Germany.
Centre of Mental Health, Medical Faculty, University of Würzburg, Würzburg, Germany.

Giulio Pergola (G)

Department of Basic Medical Science, Neuroscience and Sense Organs, University of Bari Aldo Moro, Bari, Italy.
Lieber Institute for Brain Development, Johns Hopkins Medical Campus, Baltimore, Mary Land, USA.

Edith Pomarol-Clotet (E)

FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.

Maria J Portella (MJ)

Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.
Department of Psychiatry, Institut d'Investigació Biomèdica Sant Pau, Barcelona, Spain.

Joaquim Radua (J)

Centre for Psychiatry Research, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Stockholm County Council, Stockholm, Sweden.
FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.
Institut d'Investigacions Biomèdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.
Early Psychosis: Interventions and Clinical-detection (EPIC) lab, Department of Psychosis Studies, Institute of Psychiatry, Psychology and Neuroscience, King's College London, London, UK.

Andreas Reif (A)

Department of Psychiatry, Psychosomatic Medicine and Psychotherapy, University Hospital Frankfurt, Frankfur am Maint, Germany.

Geneviève Richard (G)

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

Joshua L Roffman (JL)

Department of Psychiatry, Massachusetts General Hospital and Harvard Medical School, Charlestown, Massachusetts, USA.

Pedro Gp Rosa (PG)

Laboratory of Psychiatric Neuroimaging (LIM-21), Departamento e Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.

Matthew D Sacchet (MD)

Center for Depression, Anxiety, and Stress Research, McLean Hospital, Harvard Medical School, Belmont, Massachusetts, USA.

Perminder S Sachdev (PS)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.
Neuropsychiatric Institute, The Prince of Wales Hospital, Randwick, New South Wales, Australia.

Raymond Salvador (R)

FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.

Salvador Sarró (S)

FIDMAG Germanes Hospitalàries Research Foundation, Barcelona, Spain.
Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.

Theodore D Satterthwaite (TD)

Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Andrew J Saykin (AJ)

Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.
Indiana Alzheimer Disease Center, Indianapolis, Indiana, USA.

Mauricio H Serpa (MH)

Laboratory of Psychiatric Neuroimaging (LIM-21), Departamento e Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.

Kang Sim (K)

West Region, Institute of Mental Health, Singapore, Singapore.
Yong Loo Lin School of Medicine, National University of Singapore, Singapore.

Andrew Simmons (A)

Department of Neuroimaging, Institute of Psychiatry, Psychology and Neurology, King's College London, London, UK.

Jordan W Smoller (JW)

Department of Psychiatry, Massachusetts General Hospital, Boston, Massachusetts, USA.
Psychiatric and Neurodevelopmental Genetics Unit, Center for Genomic Medicine, Massachusetts General Hospital, Boston, Massachusetts, USA.

Iris E Sommer (IE)

Department of Biomedical Sciences of Cells and Systems, Rijksuniversiteit Groningen, University Medical Center Groningen, Groningen, The Netherlands.

Carles Soriano-Mas (C)

Centro de Investigación Biomédica en Red de Salud Mental (CIBERSAM), Madrid, Spain.
Department of Psychiatry, Bellvitge University Hospital, Bellvitge Biomedical Research Institute-IDIBELL, Barcelona, Spain.
Department of Psychobiology and Methodology in Health Sciences, Universitat Autònoma de Barcelona, Barcelona, Spain.

Dan J Stein (DJ)

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

Lachlan T Strike (LT)

Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia.

Philip R Szeszko (PR)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Mental Illness Research, Education and Clinical Center (MIRECC), James J. Peters VA Medical Center, New York, New York, USA.

Henk S Temmingh (HS)

Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, Western Cape, South Africa.

Sophia I Thomopoulos (SI)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.

Alexander S Tomyshev (AS)

Laboratory of Neuroimaging and Multimodal Analysis, Mental Health Research Center, Moscow, Russia.

Julian N Trollor (JN)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.

Anne Uhlmann (A)

Department of Psychiatry and Mental Health, University of Cape Town, Cape Town, Western Cape, South Africa.
Department of Child and Adolescent Psychiatry and Psychotherapy, Faculty of Medicine Carl Gustav Carus of TU Dresden, Dresden, Germany.

Ilya M Veer (IM)

Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.

Dick J Veltman (DJ)

Department of Psychiatry & Amsterdam Neuroscience, Amsterdam UMC, location VUMC, Amsterdam, The Netherlands.

Aristotle Voineskos (A)

Campbell Family Mental Health Institute, Centre for Addiction and Mental Health, Department of Psychiatry, University of Toronto, Toronto, Canada.

Henry Völzke (H)

Institute for Community Medicine, University Medicine Greifswald, Greifswald, Germany.
DZHK (German Centre for Cardiovascular Research), partner site Greifswald, Greifswald, Germany.
DZD (German Center for Diabetes Research), partner site Greifswald, Greifswald, Germany.

Henrik Walter (H)

Department of Psychiatry and Psychotherapy CCM, Charité - Universitätsmedizin Berlin, corporate member of Freie Universität Berlin, Humboldt-Universität zu Berlin, and Berlin Institute of Health, Berlin, Germany.

Lei Wang (L)

Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.

Yang Wang (Y)

Department of Radiology, Medical College of Wisconsin, Milwaukee, Wisconsin, USA.

Bernd Weber (B)

Institute for Experimental Epileptology and Cognition Research, University Hospital Bonn, Bonn, Germany.

Wei Wen (W)

Centre for Healthy Brain Ageing, School of Psychiatry, University of New South Wales, Sydney, New South Wales, Australia.

John D West (JD)

Department of Radiology and Imaging Sciences, Indiana University School of Medicine, Indianapolis, Indiana, USA.

Lars T Westlye (LT)

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

Heather C Whalley (HC)

Division of Psychiatry, University of Edinburgh, Edinburgh, UK.
Division of Psychiatry, Royal Edinburgh Hospital, Edinburgh, UK.

Steven Cr Williams (SC)

Department of Neuroimaging, King's College London, London, UK.

Katharina Wittfeld (K)

Department of Psychiatry and Psychotherapy, University Medicine Greifswald, Greifswald, Germany.
German Center for Neurodegenerative Diseases (DZNE), Site Rostock/Greifswald, Greifswald, Germany.

Daniel H Wolf (DH)

Department of Psychiatry, University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Margaret J Wright (MJ)

Queensland Brain Institute, University of Queensland, Brisbane, Queensland, Australia.
Centre for Advanced Imaging, University of Queensland, Brisbane, Queensland, Australia.

Yuliya N Yoncheva (YN)

Department of Child and Adolescent Psychiatry, NYU Child Study Center, Hassenfeld Children's Hospital at NYU Langone, New York, New York, USA.

Marcus V Zanetti (MV)

Laboratory of Psychiatric Neuroimaging (LIM-21), Departamento e Instituto de Psiquiatria, Hospital das Clinicas HCFMUSP, Faculdade de Medicina, Universidade de São Paulo, São Paulo, Brazil.
Instituto de Ensino e Pesquisa, Hospital Sírio-Libanês, São Paulo, Brazil.

Georg C Ziegler (GC)

Division of Molecular Psychiatry, Center of Mental Health, University of Würzburg, Würzburg, Germany.

Greig I de Zubicaray (GI)

Faculty of Health, Institute of Health and Biomedical Innovation, Queensland University of Technology (QUT), Brisbane, Queensland, Australia.

Paul M Thompson (PM)

Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, California, USA.

Eveline A Crone (EA)

Institute of Psychology, Leiden University, Leiden, The Netherlands.
Leiden Institute for Brain and Cognition, Leiden, The Netherlands.
Department of Psychology, Education and Child Studies (DPECS), Erasmus School of Social and Behavioral Sciences, Erasmus University Rotterdam, The Netherlands.

Sophia Frangou (S)

Department of Psychiatry, Icahn School of Medicine at Mount Sinai, New York, New York, USA.
Centre for Brain Health, University of British Columbia, Vancouver, British Columbia, Canada.

Christian K Tamnes (CK)

Norwegian Centre for Mental Disorders Research (NORMENT), Division of Mental Health and Addiction, Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Department of Psychiatric Research, Diakonhjemmet Hospital, Oslo, Norway.
PROMENTA Research Center, Department of Psychology, University of Oslo, Oslo, Norway.

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