A meta-analysis of deep brain structural shape and asymmetry abnormalities in 2,833 individuals with schizophrenia compared with 3,929 healthy volunteers via the ENIGMA Consortium.


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: 13 07 2021
received: 17 06 2020
accepted: 14 07 2021
pubmed: 10 9 2021
medline: 29 3 2022
entrez: 9 9 2021
Statut: ppublish

Résumé

Schizophrenia is associated with widespread alterations in subcortical brain structure. While analytic methods have enabled more detailed morphometric characterization, findings are often equivocal. In this meta-analysis, we employed the harmonized ENIGMA shape analysis protocols to collaboratively investigate subcortical brain structure shape differences between individuals with schizophrenia and healthy control participants. The study analyzed data from 2,833 individuals with schizophrenia and 3,929 healthy control participants contributed by 21 worldwide research groups participating in the ENIGMA Schizophrenia Working Group. Harmonized shape analysis protocols were applied to each site's data independently for bilateral hippocampus, amygdala, caudate, accumbens, putamen, pallidum, and thalamus obtained from T1-weighted structural MRI scans. Mass univariate meta-analyses revealed more-concave-than-convex shape differences in the hippocampus, amygdala, accumbens, and thalamus in individuals with schizophrenia compared with control participants, more-convex-than-concave shape differences in the putamen and pallidum, and both concave and convex shape differences in the caudate. Patterns of exaggerated asymmetry were observed across the hippocampus, amygdala, and thalamus in individuals with schizophrenia compared to control participants, while diminished asymmetry encompassed ventral striatum and ventral and dorsal thalamus. Our analyses also revealed that higher chlorpromazine dose equivalents and increased positive symptom levels were associated with patterns of contiguous convex shape differences across multiple subcortical structures. Findings from our shape meta-analysis suggest that common neurobiological mechanisms may contribute to gray matter reduction across multiple subcortical regions, thus enhancing our understanding of the nature of network disorganization in schizophrenia.

Identifiants

pubmed: 34498337
doi: 10.1002/hbm.25625
pmc: PMC8675416
doi:

Types de publication

Journal Article Meta-Analysis 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

352-372

Subventions

Organisme : NIH HHS
ID : T32 MH073526
Pays : United States
Organisme : NICHD NIH HHS
ID : P50 HD105351
Pays : United States
Organisme : NIH HHS
ID : MH098130
Pays : United States
Organisme : CSRD VA
ID : I01 CX000497
Pays : United States
Organisme : NIH HHS
ID : R01EB015611
Pays : United States
Organisme : NIBIB NIH HHS
ID : U54 EB020403
Pays : United States
Organisme : NIH HHS
ID : R21 MH097196
Pays : United States
Organisme : Wellcome Trust
ID : 072894/2/03/Z
Pays : United Kingdom
Organisme : NIH HHS
ID : R37MH43375
Pays : United States
Organisme : NIH HHS
ID : P50 MH071616
Pays : United States
Organisme : NIH HHS
ID : T32 AG058507
Pays : United States
Organisme : NIH HHS
ID : 1RC1MH089257
Pays : United States
Organisme : NIBIB NIH HHS
ID : R01 EB015611
Pays : United States
Organisme : NIH HHS
ID : MH064045
Pays : United States
Organisme : NIH HHS
ID : R01 HD050735
Pays : United States
Organisme : NIH HHS
ID : U54EB020403
Pays : United States
Organisme : NIH HHS
ID : P41RR14075
Pays : United States
Organisme : NIH HHS
ID : UL1 TR000153
Pays : United States
Organisme : NIH HHS
ID : R01 DA053028
Pays : United States
Organisme : NIMH NIH HHS
ID : R01 MH116147
Pays : United States
Organisme : NIH HHS
ID : U24 RR021992
Pays : United States
Organisme : NIH HHS
ID : U24RR021992
Pays : United States
Organisme : NIH HHS
ID : U01 MH097435
Pays : United States
Organisme : NIH HHS
ID : U24 RR021382A
Pays : United States
Organisme : NIH HHS
ID : MO1 RR025758
Pays : United States
Organisme : Science Foundation Ireland
ID : 12/IP/1359
Pays : Ireland
Organisme : NIBIB NIH HHS
ID : R01 EB020062
Pays : United States
Organisme : NIMH NIH HHS
ID : RF1 MH123163
Pays : United States
Organisme : NIH HHS
ID : MH 60722
Pays : United States
Organisme : Science Foundation Ireland
ID : 08/IN.1/B1916
Pays : Ireland
Organisme : NCATS NIH HHS
ID : UL1 TR000153
Pays : United States
Organisme : NCATS NIH HHS
ID : UL1 TR001414
Pays : United States
Organisme : NIH HHS
ID : MH085096
Pays : United States
Organisme : Medical Research Council
ID : G0500092
Pays : United Kingdom
Organisme : NIH HHS
ID : U54 EB020403
Pays : United States
Organisme : Wellcome Trust
Pays : United Kingdom
Organisme : NIH HHS
ID : R21MH097196
Pays : United States
Organisme : NIH HHS
ID : R01 MH116147
Pays : United States
Organisme : NIH HHS
ID : S10 OD023696
Pays : United States
Organisme : NIH HHS
ID : R01EB005846
Pays : United States
Organisme : NIH HHS
ID : TR000153
Pays : United States
Organisme : NIH HHS
ID : R01 MH117601
Pays : United States
Organisme : NIH HHS
ID : R01 MH056584
Pays : United States
Organisme : NIH HHS
ID : MH019112
Pays : United States
Organisme : NIH HHS
ID : U24 RR025736
Pays : United States
Organisme : NIH HHS
ID : R01MH074797
Pays : United States
Organisme : NIH HHS
ID : R01 MH084803
Pays : United States
Organisme : NIH HHS
ID : R01 EB020062
Pays : United States

Informations de copyright

© 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC.

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Auteurs

Boris A Gutman (BA)

Department of Biomedical Engineering, Illinois Institute of Technology, Chicago, Illinois, USA.
Institute for Information Transmission Problems (Kharkevich Institute), Moscow, Russia.

Theo G M van Erp (TGM)

Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.
Center for the Neurobiology of Learning and Memory, University of California Irvine, Irvine, California, USA.

Kathryn Alpert (K)

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

Christopher R K Ching (CRK)

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

Dmitry Isaev (D)

Department of Biomedical Engineering, Duke University, Durham, North Carolina, USA.

Anjani Ragothaman (A)

Department of biomedical engineering, Oregon Health and Science university, Portland, Oregon, USA.

Neda Jahanshad (N)

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

Arvin Saremi (A)

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

Artemis Zavaliangos-Petropulu (A)

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

David C Glahn (DC)

Department of Psychiatry, Boston Children's Hospital and Harvard Medical School, Boston, Massachusetts, USA.

Li Shen (L)

Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Shan Cong (S)

Department of Biostatistics, Epidemiology and Informatics, University of Pennsylvania, Philadelphia, Pennsylvania, USA.

Dag Alnaes (D)

NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Ole Andreas Andreassen (OA)

NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Nhat Trung Doan (NT)

NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Lars T Westlye (LT)

NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.
Department of Psychology, University of Oslo, Oslo, Norway.

Peter Kochunov (P)

Department of Psychiatry, University of Maryland School of Medicine, Baltimore, Maryland, USA.

Theodore D Satterthwaite (TD)

Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.

Daniel H Wolf (DH)

Department of Psychiatry, University of Pennsylvania Perelman School of Medicine, Philadelphia, Pennsylvania, USA.

Alexander J Huang (AJ)

Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.

Charles Kessler (C)

Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.

Andrea Weideman (A)

Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.

Dana Nguyen (D)

Department of Pediatrics, University of California Irvine, Irvine, California, USA.

Bryon A Mueller (BA)

Department of Psychiatry and Behavioral Sciences, University of Minnesota, Minneapolis, Minnesota, USA.

Lawrence Faziola (L)

Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.

Steven G Potkin (SG)

Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.

Adrian Preda (A)

Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, California, USA.

Daniel H Mathalon (DH)

Department of Psychiatry and Weill Institute for Neurosciences, University of California San Francisco, San Francisco, California, USA.
Judith Ford Mental Health, VA San Francisco Healthcare System, San Francisco, California, USA.

Juan Bustillo (J)

Departments of Psychiatry & Neuroscience, University of New Mexico, Albuquerque, New Mexico, USA.

Vince Calhoun (V)

Tri-institutional Center for Translational Research in Neuroimaging and Data Science (TReNDS) [Georgia State University, Georgia Institute of Technology], Emory University, Atlanta, Georgia, USA.
Department of Electrical and Computer Engineering, The University of New Mexico, Albuquerque, New Mexico, USA.

Judith M Ford (JM)

Judith Ford Mental Health, VA San Francisco Healthcare System, San Francisco, California, USA.
Department of Psychiatry and Behavioral Sciences, University of California, San Francisco, California, USA.

Esther Walton (E)

Department of Psychology, University of Bath, Bath, UK.

Stefan Ehrlich (S)

Division of Psychological & Social Medicine and Developmental Neurosciences, Faculty of Medicine, TU-Dresden, Dresden, Germany.

Giuseppe Ducci (G)

Mental Health Department, ASL Roma1 DSM, Rome, Italy.

Nerisa Banaj (N)

Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy.

Fabrizio Piras (F)

Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy.

Federica Piras (F)

Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy.

Gianfranco Spalletta (G)

Laboratory of Neuropsychiatry, IRCCS Santa Lucia Foundation, Rome, Italy.
Menninger Department of Psychiatry and Behavioral Sciences, Baylor College of Medicine, Houston, Texas, USA.

Erick J Canales-Rodríguez (EJ)

FIDMAG Germanes Hospitalàries Research Foundation, CIBERSAM, Barcelona, Spain.

Paola Fuentes-Claramonte (P)

FIDMAG Germanes Hospitalàries Research Foundation, CIBERSAM, Barcelona, Spain.

Edith Pomarol-Clotet (E)

FIDMAG Germanes Hospitalàries Research Foundation, CIBERSAM, Barcelona, Spain.

Joaquim Radua (J)

FIDMAG Germanes Hospitalàries Research Foundation, CIBERSAM, Barcelona, Spain.
Institut d'Investigacions Biomdiques August Pi i Sunyer (IDIBAPS), Barcelona, Spain.

Raymond Salvador (R)

FIDMAG Germanes Hospitalàries Research Foundation, CIBERSAM, Barcelona, Spain.

Salvador Sarró (S)

FIDMAG Germanes Hospitalàries Research Foundation, CIBERSAM, Barcelona, Spain.

Erin W Dickie (EW)

Centre for Addiction and Mental Health (CAMH), Toronto, Canada.

Aristotle Voineskos (A)

Centre for Addiction and Mental Health (CAMH), Toronto, Canada.

Diana Tordesillas-Gutiérrez (D)

Department of Radiology, IDIVAL, Marqués de Valdecilla University Hospital, Santander, Spain.

Benedicto Crespo-Facorro (B)

University Hospital Virgen del Rocio, IBiS, University of Sevilla, CIBERSAM, Sevilla, Spain.

Esther Setién-Suero (E)

University Hospital Marqués de Valdecilla, IDIVAL, CIBERSAM, Santander, Spain.

Jacqueline Mayoral van Son (JM)

University Hospital Virgen del Rocio, IBiS, University of Sevilla, CIBERSAM, Sevilla, Spain.

Stefan Borgwardt (S)

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

Fabienne Schönborn-Harrisberger (F)

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

Derek Morris (D)

Centre for Neuroimaging and Cognitive Genomics, Discipline of Biochemistry, National University of Ireland Galway, Galway, Ireland.

Gary Donohoe (G)

Centre for Neuroimaging and Cognitive Genomics, School of Psychology, National University of Ireland Galway, Galway, Ireland.

Laurena Holleran (L)

Centre for Neuroimaging and Cognitive Genomics, School of Psychology, National University of Ireland Galway, Galway, Ireland.

Dara Cannon (D)

Clinical Neuroimaging Laboratory, Centre for Neuroimaging and Cognitive Genomics, National University of Ireland Galway, Galway, Ireland.

Colm McDonald (C)

Clinical Neuroimaging Laboratory, Centre for Neuroimaging and Cognitive Genomics, National University of Ireland Galway, Galway, Ireland.

Aiden Corvin (A)

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

Michael Gill (M)

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

Geraldo Busatto Filho (GB)

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

Pedro G P Rosa (PGP)

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

Mauricio H Serpa (MH)

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

Marcus V Zanetti (MV)

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

Irina Lebedeva (I)

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

Vasily Kaleda (V)

Department of Endogenous Mental Disorders, Mental Health Research Center, Moscow, Russia.

Alexander Tomyshev (A)

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

Tim Crow (T)

Department of Psychiatry, University of Oxford, Oxford, UK.

Anthony James (A)

Department of Psychiatry, University of Oxford, Oxford, UK.

Simon Cervenka (S)

Centre for Psychiatry Reserach, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.

Carl M Sellgren (CM)

Department of Physiology and Pharmacology, Karolinska Institutet, Stockholm, Sweden.

Helena Fatouros-Bergman (H)

Centre for Psychiatry Reserach, Department of Clinical Neuroscience, Karolinska Institutet, & Stockholm Health Care Services, Region Stockholm, Stockholm, Sweden.

Ingrid Agartz (I)

NORMENT, Division of Mental Health and Addiction, Oslo University Hospital & Institute of Clinical Medicine, University of Oslo, Oslo, Norway.

Fleur Howells (F)

Department of Psychiatry and Mental Health, Faculty of Health Sciences, University of Cape Town, Cape Town, WC, South Africa.
Neuroscience Institute, University of Cape Town, Cape Town, WC, South Africa.

Dan J Stein (DJ)

Department of Psychiatry and Mental Health, Faculty of Health Sciences, University of Cape Town, Cape Town, WC, South Africa.
Neuroscience Institute, University of Cape Town, Cape Town, WC, South Africa.
SA MRC Unit on Risk & Resilience in Mental Disorders, University of Cape Town, Cape Town, WC, South Africa.

Henk Temmingh (H)

Department of Psychiatry and Mental Health, Faculty of Health Sciences, University of Cape Town, Cape Town, WC, South Africa.

Anne Uhlmann (A)

Department of Psychiatry and Mental Health, Faculty of Health Sciences, University of Cape Town, Cape Town, WC, South Africa.
Department of Child and Adolescent Psychiatry, TU Dresden, Germany.

Greig I de Zubicaray (GI)

School of Psychology, Faculty of Health, Queensland University of Technology (QUT), Brisbane, QLD, Australia.

Katie L McMahon (KL)

School of Clinical Sciences, Queensland University of Technology (QUT), Brisbane, QLD, Australia.

Margie Wright (M)

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

Derin Cobia (D)

Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Department of Psychology and Neuroscience Center, Brigham Young University, Provo, Utah, USA.

John G Csernansky (JG)

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

Paul M Thompson (PM)

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

Jessica A Turner (JA)

Psychology & Neuroscience, Georgia State University, Atlanta, Georgia, USA.

Lei Wang (L)

Department of Psychiatry and Behavioral Sciences, Northwestern University Feinberg School of Medicine, Chicago, Illinois, USA.
Department of Psychiatry and Behavioral Health, Ohio State University Wexner Medical Center, Columbus, Ohio, USA.

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