Virtual Ontogeny of Cortical Growth Preceding Mental Illness

Research output: Contribution to journalResearch articleContributedpeer-review

Contributors

  • Yash Patel - , University of Toronto (Author)
  • Jean Shin - , University of Toronto (Author)
  • Christoph Abé - , Karolinska Institutet (Author)
  • Ingrid Agartz - , University of Oslo (Author)
  • Clara Alloza - , Hospital General Universitario Gregorio Marañon (Author)
  • Dag Alnæs - , University of Oslo (Author)
  • Sonia Ambrogi - , Santa Lucia Foundation Scientific Institute for Research (Author)
  • Linda A Antonucci - , University of Bari (Author)
  • Celso Arango - , Hospital General Universitario Gregorio Marañon (Author)
  • Volker Arolt - , University Hospital Münster (Author)
  • Guillaume Auzias - , Aix-Marseille Université (Author)
  • Rosa Ayesa-Arriola - , University of Cantabria (Author)
  • Nerisa Banaj - , Santa Lucia Foundation Scientific Institute for Research (Author)
  • Tobias Banaschewski - , University Hospital Heidelberg (Author)
  • Cibele Bandeira - , Forest Research Institute (Author)
  • Zeynep Başgöze - , University of Minnesota System (Author)
  • Renata Basso Cupertino - , University of Vermont (Author)
  • Claiton H D Bau - , Forest Research Institute (Author)
  • Jochen Bauer - , University Hospital Münster (Author)
  • Sarah Baumeister - , University Hospital Heidelberg (Author)
  • Fabio Bernardoni - , Division of Psychological and Social Medicine and Developmental Neurosciences, TUD Dresden University of Technology (Author)
  • Alessandro Bertolino - , University of Bari (Author)
  • Caterina Del Mar Bonnin - , August Pi i Sunyer Biomedical Research Institute, University of Barcelona (Author)
  • Daniel Brandeis - , University Hospital Heidelberg (Author)
  • Silvia Brem - , University Hospital of Psychiatry Zürich (Author)
  • Jason Bruggemann - , Leibniz University Hannover (LUH) (Author)
  • Robin Bülow - , University of Greifswald (Author)
  • Juan R Bustillo - , Eastern New Mexico University (Author)
  • Sara Calderoni - , Kuwait Institute for Scientific Research (Author)
  • Rosa Calvo - , University of Barcelona (Author)
  • Erick J Canales-Rodríguez - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Dara M Cannon - , University of Galway (Author)
  • Susanna Carmona - , Instituto de Investigación Sanitaria Gregorio Marañón (Author)
  • Vaughan J Carr - , Leibniz University Hannover (LUH) (Author)
  • Stanley V Catts - , University of Queensland (Author)
  • Sneha Chenji - , University of Calgary (Author)
  • Qian Hui Chew - , Central Institute of Mental Health (CIMH) (Author)
  • David Coghill - , University of Melbourne (Author)
  • Colm G Connolly - , Florida State University (Author)
  • Annette Conzelmann - , University Hospital Tübingen (Author)
  • Alexander R Craven - , University of Bergen (Author)
  • Benedicto Crespo-Facorro - , Virgen del Rocio University Hospital (Author)
  • Kathryn Cullen - , University of Minnesota System (Author)
  • Andreas Dahl - , University of Oslo (Author)
  • Udo Dannlowski - , University Hospital Münster (Author)
  • Christopher G Davey - , University of Melbourne (Author)
  • Christine Deruelle - , Aix-Marseille Université (Author)
  • Covadonga M Díaz-Caneja - , Complutense University (Author)
  • Katharina Dohm - , University Hospital Münster (Author)
  • Stefan Ehrlich - , Division of Psychological and Social Medicine and Developmental Neurosciences, TUD Dresden University of Technology (Author)
  • Jeffery Epstein - , Cincinnati Children's Hospital Medical Center (Author)
  • Tracy Erwin-Grabner - , University Medical Center Göttingen (Author)
  • Lisa T Eyler - , University of California at San Diego (Author)
  • Jennifer Fedor - , University of Pittsburgh (Author)
  • Jacqueline Fitzgerald - , Trinity College Dublin (Author)
  • William Foran - , University of Pittsburgh (Author)
  • Judith M Ford - , University of California at San Francisco (Author)
  • Lydia Fortea - , August Pi i Sunyer Biomedical Research Institute, University of Barcelona (Author)
  • Paola Fuentes-Claramonte - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Janice Fullerton - , Neuroscience Research Australia (Author)
  • Lisa Furlong - , University of Melbourne (Author)
  • Louise Gallagher - , Trinity College Dublin (Author)
  • Bingchen Gao - , University of California at Irvine (Author)
  • Si Gao - , University of Maryland, Baltimore (Author)
  • Jose M Goikolea - , August Pi i Sunyer Biomedical Research Institute (Author)
  • Ian Gotlib - , Stanford University (Author)
  • Roberto Goya-Maldonado - , University Medical Center Göttingen (Author)
  • Hans J Grabe - , University of Greifswald (Author)
  • Melissa Green - , Leibniz University Hannover (LUH) (Author)
  • Eugenio H Grevet - , Amsterdam University Medical Centers (UMC) (Author)
  • Nynke A Groenewold - , University of Cape Town (Author)
  • Dominik Grotegerd - , University Hospital Münster (Author)
  • Oliver Gruber - , University Hospital Heidelberg (Author)
  • Jan Haavik - , University of Bergen (Author)
  • Tim Hahn - , University Hospital Münster (Author)
  • Ben J Harrison - , University of Melbourne (Author)
  • Walter Heindel - , University Hospital Münster (Author)
  • Frans Henskens - , University of Newcastle (Author)
  • Dirk J Heslenfeld - , Experimental and Clinical Psychology (Author)
  • Eva Hilland - , University of Oslo (Author)
  • Pieter J Hoekstra - , University of Groningen (Author)
  • Sarah Hohmann - , University Hospital Heidelberg (Author)
  • Nathalie Holz - , University Hospital Heidelberg (Author)
  • Fleur M Howells - , University of Cape Town (Author)
  • Jonathan C Ipser - , University of Cape Town (Author)
  • Neda Jahanshad - , University of Southern California (Author)
  • Babette Jakobi - , Radboud University Medical Center (Author)
  • Andreas Jansen - , Core Facility Brain imaging, University of Marburg (Author)
  • Joost Janssen - , Hospital General Universitario Gregorio Marañon (Author)
  • Rune Jonassen - , Oslo Metropolitan University (Author)
  • Anna Kaiser - , University Hospital Heidelberg (Author)
  • Vasiliy Kaleda - , Mental Health Research and Treatment Center (Author)
  • James Karantonis - , University of Melbourne (Author)
  • Joseph A King - , Division of Psychological and Social Medicine and Developmental Neurosciences, TUD Dresden University of Technology (Author)
  • Tilo Kircher - , University of Marburg (Author)
  • Peter Kochunov - , University of Maryland, Baltimore (Author)
  • Sheri-Michelle Koopowitz - , University of Cape Town (Author)
  • Mikael Landén - , University of Gothenburg (Author)
  • Nils Inge Landrø - , University of Oslo (Author)
  • Stephen Lawrie - , University of Edinburgh (Author)
  • Irina Lebedeva - , Mental Health Research and Treatment Center (Author)
  • Beatriz Luna - , University of Pittsburgh (Author)
  • Astri J Lundervold - , University of Bergen (Author)
  • Frank P MacMaster - , University of Calgary (Author)
  • Luigi A Maglanoc - , University of Oslo (Author)
  • Daniel H Mathalon - , University of California at San Francisco (Author)
  • Colm McDonald - , University of Galway (Author)
  • Andrew McIntosh - , University of Edinburgh (Author)
  • Susanne Meinert - , University Hospital Münster (Author)
  • Patricia T Michie - , University of Newcastle (Author)
  • Philip Mitchell - , Leibniz University Hannover (LUH) (Author)
  • Ana Moreno-Alcázar - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Bryan Mowry - , University of Queensland (Author)
  • Filippo Muratori - , Kuwait Institute for Scientific Research (Author)
  • Leila Nabulsi - , University of Galway (Author)
  • Igor Nenadić - , Department for Psychiatry and Psychotherapy (Author)
  • Ruth O'Gorman Tuura - , University Children's Hospital Zurich (Author)
  • Jaap Oosterlaan - , Clinical Neuropsychology Section (Author)
  • Bronwyn Overs - , Neuroscience Research Australia (Author)
  • Christos Pantelis - , University of Melbourne (Author)
  • Mara Parellada - , Complutense University (Author)
  • Jose C Pariente - , Magnetic Resonance Imaging core facility (Author)
  • Paul Pauli - , University Hospital of Würzburg (Author)
  • Giulio Pergola - , University of Bari (Author)
  • Francesco Maria Piarulli - , University of Bari (Author)
  • Felipe Picon - , TUD Dresden University of Technology (Author)
  • Fabrizio Piras - , Santa Lucia Foundation Scientific Institute for Research (Author)
  • Edith Pomarol-Clotet - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Clara Pretus - , Autonomous University of Barcelona (Author)
  • Yann Quidé - , Leibniz University Hannover (LUH) (Author)
  • Joaquim Radua - , August Pi i Sunyer Biomedical Research Institute (Author)
  • J Antoni Ramos-Quiroga - , Vall d'Hebron University Hospital (Author)
  • Paul E Rasser - , University of Newcastle (Author)
  • Andreas Reif - , University Hospital Frankfurt (Author)
  • Alessandra Retico - , National Institute for Nuclear Physics (Author)
  • Gloria Roberts - , Leibniz University Hannover (LUH) (Author)
  • Susan Rossell - , Swinburne University of Technology (Author)
  • Diego Luiz Rovaris - , Universidade de São Paulo (Author)
  • Katya Rubia - , Department of Child and Adolescent Psychiatry and Psychotherapy, King's College London (KCL) (Author)
  • Matthew Sacchet - , Harvard Medical School (HMS) (Author)
  • Josep Salavert - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Raymond Salvador - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Salvador Sarró - , FIDMAG Germanes Hospitalàries Research Foundation (Author)
  • Akira Sawa - , Johns Hopkins University School of Medicine (Author)
  • Ulrich Schall - , University of Newcastle (Author)
  • Rodney Scott - , Hunter Medical Research Institute (HMRI) (Author)
  • Pierluigi Selvaggi - , Azienda Ospedaliero-Universitaria Consorziale Policlinico di Bari (Author)
  • Tim Silk - , Deakin University (Author)
  • Kang Sim - , Central Institute of Mental Health (CIMH) (Author)
  • Antonin Skoch - , National Institute of Mental Health and Neuro Sciences (NIMHANS) (Author)
  • Gianfranco Spalletta - , Santa Lucia Foundation Scientific Institute for Research (Author)
  • Filip Spaniel - , National Institute of Mental Health and Neuro Sciences (NIMHANS) (Author)
  • Dan J Stein - , University of Cape Town (Author)
  • Olaf Steinsträter - , Department for Psychiatry and Psychotherapy (Author)
  • Aleks Stolicyn - , University of Edinburgh (Author)
  • Yoichiro Takayanagi - , Toyama Prefectural University (Author)
  • Leanne Tamm - , Cincinnati Children's Hospital Medical Center (Author)
  • Maria Tavares - , Forest Research Institute (Author)
  • Alexander Teumer - , University of Greifswald (Author)
  • Katharina Thiel - , University Hospital Münster (Author)
  • Sophia I Thomopoulos - , University of Southern California (Author)
  • David Tomecek - , National Institute of Mental Health and Neuro Sciences (NIMHANS) (Author)
  • Alexander S Tomyshev - , Mental Health Research and Treatment Center (Author)
  • Diana Tordesillas-Gutiérrez - , Marqués de Valdecilla University Hospital (Author)
  • Michela Tosetti - , Kuwait Institute for Scientific Research (Author)
  • Anne Uhlmann - , Department of Child and Adolescent Psychiatry and Psychotherapy, University Medicine (Faculty of Medicine and University Hospital) (Author)
  • Tamsyn Van Rheenen - , University of Melbourne (Author)
  • Javier Vazquez-Bourgón - , University of Cantabria (Author)
  • Meike W Vernooij - , Erasmus University Rotterdam (Author)
  • Eduard Vieta - , University of Barcelona (Author)
  • Oscar Vilarroya - , Autonomous University of Barcelona (Author)
  • Cynthia Weickert - , University of New South Wales (Author)
  • Thomas Weickert - , SUNY Upstate Medical University (Author)
  • Lars T Westlye - , University of Oslo (Author)
  • Heather Whalley - , University of Edinburgh (Author)
  • David Willinger - , University Hospital of Psychiatry Zürich (Author)
  • Alexandra Winter - , University Hospital Münster (Author)
  • Katharina Wittfeld - , German Center for Neurodegenerative Diseases (DZNE) (Author)
  • Tony T Yang - , University of California at San Francisco (Author)
  • Yuliya Yoncheva - , NYU Grossman School of Medicine (Author)
  • Jendé L Zijlmans - , Erasmus University Rotterdam (Author)
  • Martine Hoogman - , Radboud University Medical Center (Author)
  • Barbara Franke - , Radboud University Medical Center (Author)
  • Daan van Rooij - , Radboud University Medical Center (Author)
  • Jan Buitelaar - , Radboud University Medical Center (Author)
  • Christopher R K Ching - , University of Southern California (Author)
  • Ole A Andreassen - , University of Oslo (Author)
  • Elena Pozzi - , University of Melbourne (Author)
  • Dick Veltman - , Amsterdam University Medical Centers (UMC) (Author)
  • Lianne Schmaal - , University of Melbourne (Author)
  • Theo G M van Erp - , University of California at Irvine (Author)
  • Jessica Turner - , Georgia College & State University (Author)
  • F Xavier Castellanos - , NYU Grossman School of Medicine (Author)
  • Zdenka Pausova - , University of Toronto (Author)
  • Paul Thompson - , University of Southern California (Author)
  • Tomas Paus - , University of Toronto (Author)

Abstract

BACKGROUND: Morphology of the human cerebral cortex differs across psychiatric disorders, with neurobiology and developmental origins mostly undetermined. Deviations in the tangential growth of the cerebral cortex during pre/perinatal periods may be reflected in individual variations in cortical surface area later in life.

METHODS: Interregional profiles of group differences in surface area between cases and controls were generated using T1-weighted magnetic resonance imaging from 27,359 individuals including those with attention-deficit/hyperactivity disorder, autism spectrum disorder, bipolar disorder, major depressive disorder, schizophrenia, and high general psychopathology (through the Child Behavior Checklist). Similarity of interregional profiles of group differences in surface area and prenatal cell-specific gene expression was assessed.

RESULTS: Across the 11 cortical regions, group differences in cortical area for attention-deficit/hyperactivity disorder, schizophrenia, and Child Behavior Checklist were dominant in multimodal association cortices. The same interregional profiles were also associated with interregional profiles of (prenatal) gene expression specific to proliferative cells, namely radial glia and intermediate progenitor cells (greater expression, larger difference), as well as differentiated cells, namely excitatory neurons and endothelial and mural cells (greater expression, smaller difference). Finally, these cell types were implicated in known pre/perinatal risk factors for psychosis. Genes coexpressed with radial glia were enriched with genes implicated in congenital abnormalities, birth weight, hypoxia, and starvation. Genes coexpressed with endothelial and mural genes were enriched with genes associated with maternal hypertension and preterm birth.

CONCLUSIONS: Our findings support a neurodevelopmental model of vulnerability to mental illness whereby prenatal risk factors acting through cell-specific processes lead to deviations from typical brain development during pregnancy.

Details

Original languageEnglish
Pages (from-to)299-313
Number of pages15
JournalBiological psychiatry
Volume92
Issue number4
Publication statusPublished - 15 Aug 2022
Peer-reviewedYes

External IDs

Scopus 85129809360
ORCID /0000-0002-2864-5578/work/142233477
ORCID /0000-0003-2132-4445/work/142236352
ORCID /0000-0002-5112-405X/work/142242685
ORCID /0000-0002-1753-7811/work/142248158

Keywords

Sustainable Development Goals

Keywords

  • Attention Deficit Disorder with Hyperactivity, Autism Spectrum Disorder/genetics, Bipolar Disorder, Cerebral Cortex, Child, Depressive Disorder, Major/pathology, Female, Humans, Infant, Newborn, Magnetic Resonance Imaging/methods, Pregnancy, Premature Birth/pathology