Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology.

Journal: Communications biology

Volume: 5

Issue: 1

Year of Publication: 2022

Affiliated Institutions:  McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada. boyong.park@inha.ac.kr. McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada. Forschungszentrum Jülich, Jülich, Germany. Center for Cognitive Neuroimaging, Donders Institute for Brain, Cognition and Behavior, Radboud University, Nijmegen, The Netherlands. Donders Institute for Brain, Cognition and Behaviour, Radboud University, Nijmegen, The Netherlands. Centre for Youth Mental Health, The University of Melbourne, Melbourne, VIC, Australia. Departments of Psychiatry and Anatomy and Neuroscience, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam, The Netherlands. SA Medical Research Council Unit on Risk & Resilience in Mental Disorders, Dept of Psychiatry and Mental Health, University of Cape Town, Cape Town, South Africa. NORMENT Centre, Division of Mental Health and Addiction, Oslo University Hospital &Institute of Clinical Medicine, University of Oslo, Oslo, Norway. Imaging Genetics Center, Mark and Mary Stevens Neuroimaging and Informatics Institute, Keck School of Medicine, University of Southern California, Los Angeles, CA, USA. Department of Psychology and Behavioral Health, The Ohio State University, Columbus, OH, USA. Clinical Translational Neuroscience Laboratory, Department of Psychiatry and Human Behavior, University of California Irvine, Irvine, CA, USA. McConnell Brain Imaging Centre, Montreal Neurological Institute and Hospital, McGill University, Montreal, QC, Canada. boris.bernhardt@mcgill.ca.

Abstract summary 

It is increasingly recognized that multiple psychiatric conditions are underpinned by shared neural pathways, affecting similar brain systems. Here, we carried out a multiscale neural contextualization of shared alterations of cortical morphology across six major psychiatric conditions (autism spectrum disorder, attention deficit/hyperactivity disorder, major depression disorder, obsessive-compulsive disorder, bipolar disorder, and schizophrenia). Our framework cross-referenced shared morphological anomalies with respect to cortical myeloarchitecture and cytoarchitecture, as well as connectome and neurotransmitter organization. Pooling disease-related effects on MRI-based cortical thickness measures across six ENIGMA working groups, including a total of 28,546 participants (12,876 patients and 15,670 controls), we identified a cortex-wide dimension of morphological changes that described a sensory-fugal pattern, with paralimbic regions showing the most consistent alterations across conditions. The shared disease dimension was closely related to cortical gradients of microstructure as well as neurotransmitter axes, specifically cortex-wide variations in serotonin and dopamine. Multiple sensitivity analyses confirmed robustness with respect to slight variations in analytical choices. Our findings embed shared effects of common psychiatric conditions on brain structure in multiple scales of brain organization, and may provide insights into neural mechanisms of transdiagnostic vulnerability.

Authors & Co-authors:  Park Bo-Yong BY Kebets Valeria V Larivière Sara S Hettwer Meike D MD Paquola Casey C van Rooij Daan D Buitelaar Jan J Franke Barbara B Hoogman Martine M Schmaal Lianne L Veltman Dick J DJ van den Heuvel Odile A OA Stein Dan J DJ Andreassen Ole A OA Ching Christopher R K CRK Turner Jessica A JA van Erp Theo G M TGM Evans Alan C AC Dagher Alain A Thomopoulos Sophia I SI Thompson Paul M PM Valk Sofie L SL Kirschner Matthias M Bernhardt Boris C BC

Study Outcome 

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Statistics
Citations :  Whiteford HA, et al. Global burden of disease attributable to mental and substance use disorders: findings from the Global Burden of Disease Study 2010. Lancet. 2013;382:1575–1586.
Authors :  24
Identifiers
Doi : 1024
SSN : 2399-3642
Study Population
Male,Female
Mesh Terms
Autism Spectrum Disorder
Other Terms
Study Design
Cross Sectional Study
Study Approach
Country of Study
Mali
Publication Country
England