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Local molecular and global connectomic contributions to cross-disorder cortical abnormalities
Numerous brain disorders demonstrate structural brain abnormalities, which are thought to arise from molecular perturbations or connectome miswiring. The unique and shared contributions of these molecular and connectomic vulnerabilities to brain disorders remain unknown, and has yet to be studied in...
Autores principales: | , , , , , , , , , , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Nature Publishing Group UK
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365855/ https://www.ncbi.nlm.nih.gov/pubmed/35948562 http://dx.doi.org/10.1038/s41467-022-32420-y |
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author | Hansen, Justine Y. Shafiei, Golia Vogel, Jacob W. Smart, Kelly Bearden, Carrie E. Hoogman, Martine Franke, Barbara van Rooij, Daan Buitelaar, Jan McDonald, Carrie R. Sisodiya, Sanjay M. Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. van Erp, Theo G. M. Ching, Christopher R. K. Andreassen, Ole A. Hajek, Tomas Opel, Nils Modinos, Gemma Aleman, André van der Werf, Ysbrand Jahanshad, Neda Thomopoulos, Sophia I. Thompson, Paul M. Carson, Richard E. Dagher, Alain Misic, Bratislav |
author_facet | Hansen, Justine Y. Shafiei, Golia Vogel, Jacob W. Smart, Kelly Bearden, Carrie E. Hoogman, Martine Franke, Barbara van Rooij, Daan Buitelaar, Jan McDonald, Carrie R. Sisodiya, Sanjay M. Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. van Erp, Theo G. M. Ching, Christopher R. K. Andreassen, Ole A. Hajek, Tomas Opel, Nils Modinos, Gemma Aleman, André van der Werf, Ysbrand Jahanshad, Neda Thomopoulos, Sophia I. Thompson, Paul M. Carson, Richard E. Dagher, Alain Misic, Bratislav |
author_sort | Hansen, Justine Y. |
collection | PubMed |
description | Numerous brain disorders demonstrate structural brain abnormalities, which are thought to arise from molecular perturbations or connectome miswiring. The unique and shared contributions of these molecular and connectomic vulnerabilities to brain disorders remain unknown, and has yet to be studied in a single multi-disorder framework. Using MRI morphometry from the ENIGMA consortium, we construct maps of cortical abnormalities for thirteen neurodevelopmental, neurological, and psychiatric disorders from N = 21,000 participants and N = 26,000 controls, collected using a harmonised processing protocol. We systematically compare cortical maps to multiple micro-architectural measures, including gene expression, neurotransmitter density, metabolism, and myelination (molecular vulnerability), as well as global connectomic measures including number of connections, centrality, and connection diversity (connectomic vulnerability). We find a relationship between molecular vulnerability and white-matter architecture that drives cortical disorder profiles. Local attributes, particularly neurotransmitter receptor profiles, constitute the best predictors of both disorder-specific cortical morphology and cross-disorder similarity. Finally, we find that cross-disorder abnormalities are consistently subtended by a small subset of network epicentres in bilateral sensory-motor, inferior temporal lobe, precuneus, and superior parietal cortex. Collectively, our results highlight how local molecular attributes and global connectivity jointly shape cross-disorder cortical abnormalities. |
format | Online Article Text |
id | pubmed-9365855 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-93658552022-08-12 Local molecular and global connectomic contributions to cross-disorder cortical abnormalities Hansen, Justine Y. Shafiei, Golia Vogel, Jacob W. Smart, Kelly Bearden, Carrie E. Hoogman, Martine Franke, Barbara van Rooij, Daan Buitelaar, Jan McDonald, Carrie R. Sisodiya, Sanjay M. Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. van Erp, Theo G. M. Ching, Christopher R. K. Andreassen, Ole A. Hajek, Tomas Opel, Nils Modinos, Gemma Aleman, André van der Werf, Ysbrand Jahanshad, Neda Thomopoulos, Sophia I. Thompson, Paul M. Carson, Richard E. Dagher, Alain Misic, Bratislav Nat Commun Article Numerous brain disorders demonstrate structural brain abnormalities, which are thought to arise from molecular perturbations or connectome miswiring. The unique and shared contributions of these molecular and connectomic vulnerabilities to brain disorders remain unknown, and has yet to be studied in a single multi-disorder framework. Using MRI morphometry from the ENIGMA consortium, we construct maps of cortical abnormalities for thirteen neurodevelopmental, neurological, and psychiatric disorders from N = 21,000 participants and N = 26,000 controls, collected using a harmonised processing protocol. We systematically compare cortical maps to multiple micro-architectural measures, including gene expression, neurotransmitter density, metabolism, and myelination (molecular vulnerability), as well as global connectomic measures including number of connections, centrality, and connection diversity (connectomic vulnerability). We find a relationship between molecular vulnerability and white-matter architecture that drives cortical disorder profiles. Local attributes, particularly neurotransmitter receptor profiles, constitute the best predictors of both disorder-specific cortical morphology and cross-disorder similarity. Finally, we find that cross-disorder abnormalities are consistently subtended by a small subset of network epicentres in bilateral sensory-motor, inferior temporal lobe, precuneus, and superior parietal cortex. Collectively, our results highlight how local molecular attributes and global connectivity jointly shape cross-disorder cortical abnormalities. Nature Publishing Group UK 2022-08-10 /pmc/articles/PMC9365855/ /pubmed/35948562 http://dx.doi.org/10.1038/s41467-022-32420-y 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 Hansen, Justine Y. Shafiei, Golia Vogel, Jacob W. Smart, Kelly Bearden, Carrie E. Hoogman, Martine Franke, Barbara van Rooij, Daan Buitelaar, Jan McDonald, Carrie R. Sisodiya, Sanjay M. Schmaal, Lianne Veltman, Dick J. van den Heuvel, Odile A. Stein, Dan J. van Erp, Theo G. M. Ching, Christopher R. K. Andreassen, Ole A. Hajek, Tomas Opel, Nils Modinos, Gemma Aleman, André van der Werf, Ysbrand Jahanshad, Neda Thomopoulos, Sophia I. Thompson, Paul M. Carson, Richard E. Dagher, Alain Misic, Bratislav Local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
title | Local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
title_full | Local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
title_fullStr | Local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
title_full_unstemmed | Local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
title_short | Local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
title_sort | local molecular and global connectomic contributions to cross-disorder cortical abnormalities |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9365855/ https://www.ncbi.nlm.nih.gov/pubmed/35948562 http://dx.doi.org/10.1038/s41467-022-32420-y |
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