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Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology
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 spect...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515219/ https://www.ncbi.nlm.nih.gov/pubmed/36168040 http://dx.doi.org/10.1038/s42003-022-03963-z |
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author | Park, Bo-yong Kebets, Valeria Larivière, Sara Hettwer, Meike D. Paquola, Casey van Rooij, Daan Buitelaar, Jan Franke, Barbara Hoogman, Martine Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. Andreassen, Ole A. Ching, Christopher R. K. Turner, Jessica A. van Erp, Theo G. M. Evans, Alan C. Dagher, Alain Thomopoulos, Sophia I. Thompson, Paul M. Valk, Sofie L. Kirschner, Matthias Bernhardt, Boris C. |
author_facet | Park, Bo-yong Kebets, Valeria Larivière, Sara Hettwer, Meike D. Paquola, Casey van Rooij, Daan Buitelaar, Jan Franke, Barbara Hoogman, Martine Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. Andreassen, Ole A. Ching, Christopher R. K. Turner, Jessica A. van Erp, Theo G. M. Evans, Alan C. Dagher, Alain Thomopoulos, Sophia I. Thompson, Paul M. Valk, Sofie L. Kirschner, Matthias Bernhardt, Boris C. |
author_sort | Park, Bo-yong |
collection | PubMed |
description | 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. |
format | Online Article Text |
id | pubmed-9515219 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-95152192022-09-29 Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology Park, Bo-yong Kebets, Valeria Larivière, Sara Hettwer, Meike D. Paquola, Casey van Rooij, Daan Buitelaar, Jan Franke, Barbara Hoogman, Martine Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. Andreassen, Ole A. Ching, Christopher R. K. Turner, Jessica A. van Erp, Theo G. M. Evans, Alan C. Dagher, Alain Thomopoulos, Sophia I. Thompson, Paul M. Valk, Sofie L. Kirschner, Matthias Bernhardt, Boris C. Commun Biol Article 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. Nature Publishing Group UK 2022-09-27 /pmc/articles/PMC9515219/ /pubmed/36168040 http://dx.doi.org/10.1038/s42003-022-03963-z Text en © The Author(s) 2022 https://creativecommons.org/licenses/by/4.0/Open Access This article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Park, Bo-yong Kebets, Valeria Larivière, Sara Hettwer, Meike D. Paquola, Casey van Rooij, Daan Buitelaar, Jan Franke, Barbara Hoogman, Martine Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. Andreassen, Ole A. Ching, Christopher R. K. Turner, Jessica A. van Erp, Theo G. M. Evans, Alan C. Dagher, Alain Thomopoulos, Sophia I. Thompson, Paul M. Valk, Sofie L. Kirschner, Matthias Bernhardt, Boris C. Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
title | Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
title_full | Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
title_fullStr | Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
title_full_unstemmed | Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
title_short | Multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
title_sort | multiscale neural gradients reflect transdiagnostic effects of major psychiatric conditions on cortical morphology |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9515219/ https://www.ncbi.nlm.nih.gov/pubmed/36168040 http://dx.doi.org/10.1038/s42003-022-03963-z |
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