Estimating Multimodal Structural Brain Variability in Schizophrenia Spectrum Disorders: A Worldwide ENIGMA Study

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Wolfgang Omlor - , University of Zurich (Author)
  • Finn Rabe - , University of Zurich (Author)
  • Simon Fuchs - , University of Zurich (Author)
  • Werner Surbeck - , University of Zurich (Author)
  • Giacomo Cecere - , University of Zurich (Author)
  • Gao-Yang Huang - , University of Zurich (Author)
  • Stephanie Homan - , University of Zurich (Author)
  • Nils Kallen - , University of Zurich (Author)
  • Foivos Georgiadis - , University of Zurich (Author)
  • Tobias Spiller - , University of Zurich (Author)
  • Erich Seifritz - , University of Zurich (Author)
  • Thomas Weickert - , SUNY Upstate Medical University (Author)
  • Jason Bruggemann - , Edith Collins Centre (Translational Research in Alcohol Drugs and Toxicology) (Author)
  • Cynthia Weickert - , SUNY Upstate Medical University (Author)
  • Steven Potkin - , University of California at Irvine (Author)
  • Ryota Hashimoto - , National Center of Neurology and Psychiatry Kodaira (Author)
  • Kang Sim - , Singapore Institute of Mental Health (Author)
  • Kelly Rootes-Murdy - , Georgia State University (Author)
  • Yann Quide - , University of New South Wales (Author)
  • Josselin Houenou - , Hôpital Henri Mondor (Author)
  • Nerisa Banaj - , IRCCS Fondazione Santa Lucia - Roma (Author)
  • Daniela Vecchio - , IRCCS Fondazione Santa Lucia - Roma (Author)
  • Fabrizio Piras - , IRCCS Fondazione Santa Lucia - Roma (Author)
  • Federica Piras - , IRCCS Fondazione Santa Lucia - Roma (Author)
  • Gianfranco Spalletta - , IRCCS Fondazione Santa Lucia - Roma (Author)
  • Raymond Salvador - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Andriana Karuk - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Edith Pomarol-Clotet - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Amanda Rodrigue - , Harvard Medical School (HMS) (Author)
  • Godfrey Pearlson - , Yale University, Saint Francis Hospital and Medical Center Hartford (Author)
  • David Glahn - , Harvard Medical School (HMS) (Author)
  • David Tomecek - , National Institute of Mental Health - Czech Republic (Author)
  • Filip Spaniel - , National Institute of Mental Health - Czech Republic (Author)
  • Antonin Skoch - , National Institute of Mental Health - Czech Republic (Author)
  • Matthias Kirschner - , University of Zurich, Geneva University Hospitals (Author)
  • Stefan Kaiser - , Institute of Vocational Education and Vocational Didactics, Geneva University Hospitals (Author)
  • Peter Kochunov - , University of Maryland, Baltimore (Author)
  • Feng-Mei Fan - , Peking University (Author)
  • Ole A Andreassen - , Oslo University Hospital Rikshospitalet, University of Oslo (Author)
  • Lars T Westlye - , Oslo University Hospital Rikshospitalet, University of Oslo (Author)
  • Pierre Berthet - , Oslo University Hospital Rikshospitalet, University of Oslo (Author)
  • Vince D Calhoun - , Georgia State University, Georgia Institute of Technology, Emory University (Author)
  • Fleur Howells - , University of Cape Town (Author)
  • Anne Uhlmann - , Department of Child and Adolescent Psychiatry and Psychotherapy, University of Cape Town (Author)
  • Freda Scheffler - , University of Cape Town (Author)
  • Dan Stein - , University of Cape Town (Author)
  • Felice Iasevoli - , Federico II University Hospital (Author)
  • Murray J Cairns - , University of Newcastle (Author)
  • Vaughan J Carr - , University of New South Wales (Author)
  • Stanley V Catts - , University of Queensland (Author)
  • Maria A Di Biase - , University of Melbourne, Melbourne Health (Author)
  • Assen Jablensky - , University of Western Australia (Author)
  • Melissa J Green - , University of New South Wales (Author)
  • Frans A Henskens - , University of Newcastle (Author)
  • Paul Klauser - , University of Melbourne, Melbourne Health (Author)
  • Carmel Loughland - , University of Newcastle (Author)
  • Patricia T Michie - , University of Newcastle (Author)
  • Bryan Mowry - , University of Queensland (Author)
  • Christos Pantelis - , Florey Institute of Neuroscience and Mental Health, Melbourne Health (Author)
  • Paul E Rasser - , University of Newcastle (Author)
  • Ulrich Schall - , University of Newcastle (Author)
  • Rodney Scott - , University of Newcastle (Author)
  • Andrew Zalesky - , University of Melbourne, Melbourne Health (Author)
  • Andrea de Bartolomeis - , Universita' di Napoli Federico II (Author)
  • Annarita Barone - , Universita' di Napoli Federico II (Author)
  • Mariateresa Ciccarelli - , Universita' di Napoli Federico II (Author)
  • Arturo Brunetti - , Universita' di Napoli Federico II (Author)
  • Sirio Cocozza - , Universita' di Napoli Federico II (Author)
  • Giuseppe Pontillo - , Universita' di Napoli Federico II (Author)
  • Mario Tranfa - , Universita' di Napoli Federico II (Author)
  • Annabella Di Giorgio - , ASST Papa Giovanni XXIII Hospital (Author)
  • Sophia I Thomopoulos - , University of Southern California (Author)
  • Neda Jahanshad - , University of Southern California (Author)
  • Paul M Thompson - , University of Southern California (Author)
  • Theo van Erp - , University of California at Irvine (Author)
  • Jessica Turner - , The Ohio State University Wexner Medical Center (Author)
  • Philipp Homan - , University of Zurich (Author)

Abstract

OBJECTIVE: The clinical diversity of schizophrenia is reflected by structural brain variability. It remains unclear how this variability manifests across different gray and white matter features. In this meta- and mega-analysis, the authors investigated how brain heterogeneity in schizophrenia is distributed across multimodal structural indicators.

METHODS: The authors used the ENIGMA dataset of MRI-based brain measures from 22 international sites with up to 6,037 individuals for a given brain measure. Variability and mean values of cortical thickness, cortical surface area, cortical folding index, subcortical volume, and fractional anisotropy were examined in individuals with schizophrenia and healthy control subjects.

RESULTS: Individuals with schizophrenia showed greater variability in cortical thickness, cortical surface area, subcortical volume, and fractional anisotropy within the frontotemporal and subcortical network. This increased structural variability was mainly associated with psychopathological symptom domains, and the schizophrenia group frequently displayed lower mean values in the respective structural measures. Unexpectedly, folding patterns were more uniform in individuals with schizophrenia, particularly in the right caudal anterior cingulate region. The mean folding values of the right caudal anterior cingulate region did not differ between the schizophrenia and healthy control groups, and folding patterns in this region were not associated with disease-related parameters.

CONCLUSIONS: In patients with schizophrenia, uniform folding patterns in the right caudal anterior cingulate region contrasted with the multimodal variability in the frontotemporal and subcortical network. While variability in the frontotemporal and subcortical network was associated with disease-related diversity, uniform folding may indicate a less flexible interplay between genetic and environmental factors during neurodevelopment.

Details

Original languageEnglish
Pages (from-to)373-388
Number of pages16
JournalThe American journal of psychiatry
Volume182
Issue number4
Publication statusPublished - 1 Apr 2025
Peer-reviewedYes

External IDs

ORCID /0000-0002-1753-7811/work/197321231

Keywords

Keywords

  • Humans, Schizophrenia/pathology, Magnetic Resonance Imaging, Brain/pathology, Male, Female, Adult, White Matter/pathology, Gray Matter/pathology, Anisotropy, Middle Aged, Diffusion Tensor Imaging