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Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals
Schizophrenia is frequently associated with obesity, which is linked with neurostructural alterations. Yet, we do not understand how the brain correlates of obesity map onto the brain changes in schizophrenia. We obtained MRI-derived brain cortical and subcortical measures and body mass index (BMI)...
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/PMC9902274/ https://www.ncbi.nlm.nih.gov/pubmed/35739320 http://dx.doi.org/10.1038/s41380-022-01616-5 |
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author | McWhinney, Sean R. Brosch, Katharina Calhoun, Vince D. Crespo-Facorro, Benedicto Crossley, Nicolas A. Dannlowski, Udo Dickie, Erin Dietze, Lorielle M. F. Donohoe, Gary Du Plessis, Stefan Ehrlich, Stefan Emsley, Robin Furstova, Petra Glahn, David C. Gonzalez- Valderrama, Alfonso Grotegerd, Dominik Holleran, Laurena Kircher, Tilo T. J. Knytl, Pavel Kolenic, Marian Lencer, Rebekka Nenadić, Igor Opel, Nils Pfarr, Julia-Katharina Rodrigue, Amanda L. Rootes-Murdy, Kelly Ross, Alex J. Sim, Kang Škoch, Antonín Spaniel, Filip Stein, Frederike Švancer, Patrik Tordesillas-Gutiérrez, Diana Undurraga, Juan Vázquez-Bourgon, Javier Voineskos, Aristotle Walton, Esther Weickert, Thomas W. Weickert, Cynthia Shannon Thompson, Paul M. van Erp, Theo G. M. Turner, Jessica A. Hajek, Tomas |
author_facet | McWhinney, Sean R. Brosch, Katharina Calhoun, Vince D. Crespo-Facorro, Benedicto Crossley, Nicolas A. Dannlowski, Udo Dickie, Erin Dietze, Lorielle M. F. Donohoe, Gary Du Plessis, Stefan Ehrlich, Stefan Emsley, Robin Furstova, Petra Glahn, David C. Gonzalez- Valderrama, Alfonso Grotegerd, Dominik Holleran, Laurena Kircher, Tilo T. J. Knytl, Pavel Kolenic, Marian Lencer, Rebekka Nenadić, Igor Opel, Nils Pfarr, Julia-Katharina Rodrigue, Amanda L. Rootes-Murdy, Kelly Ross, Alex J. Sim, Kang Škoch, Antonín Spaniel, Filip Stein, Frederike Švancer, Patrik Tordesillas-Gutiérrez, Diana Undurraga, Juan Vázquez-Bourgon, Javier Voineskos, Aristotle Walton, Esther Weickert, Thomas W. Weickert, Cynthia Shannon Thompson, Paul M. van Erp, Theo G. M. Turner, Jessica A. Hajek, Tomas |
author_sort | McWhinney, Sean R. |
collection | PubMed |
description | Schizophrenia is frequently associated with obesity, which is linked with neurostructural alterations. Yet, we do not understand how the brain correlates of obesity map onto the brain changes in schizophrenia. We obtained MRI-derived brain cortical and subcortical measures and body mass index (BMI) from 1260 individuals with schizophrenia and 1761 controls from 12 independent research sites within the ENIGMA-Schizophrenia Working Group. We jointly modeled the statistical effects of schizophrenia and BMI using mixed effects. BMI was additively associated with structure of many of the same brain regions as schizophrenia, but the cortical and subcortical alterations in schizophrenia were more widespread and pronounced. Both BMI and schizophrenia were primarily associated with changes in cortical thickness, with fewer correlates in surface area. While, BMI was negatively associated with cortical thickness, the significant associations between BMI and surface area or subcortical volumes were positive. Lastly, the brain correlates of obesity were replicated among large studies and closely resembled neurostructural changes in major depressive disorders. We confirmed widespread associations between BMI and brain structure in individuals with schizophrenia. People with both obesity and schizophrenia showed more pronounced brain alterations than people with only one of these conditions. Obesity appears to be a relevant factor which could account for heterogeneity of brain imaging findings and for differences in brain imaging outcomes among people with schizophrenia. |
format | Online Article Text |
id | pubmed-9902274 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Nature Publishing Group UK |
record_format | MEDLINE/PubMed |
spelling | pubmed-99022742023-02-08 Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals McWhinney, Sean R. Brosch, Katharina Calhoun, Vince D. Crespo-Facorro, Benedicto Crossley, Nicolas A. Dannlowski, Udo Dickie, Erin Dietze, Lorielle M. F. Donohoe, Gary Du Plessis, Stefan Ehrlich, Stefan Emsley, Robin Furstova, Petra Glahn, David C. Gonzalez- Valderrama, Alfonso Grotegerd, Dominik Holleran, Laurena Kircher, Tilo T. J. Knytl, Pavel Kolenic, Marian Lencer, Rebekka Nenadić, Igor Opel, Nils Pfarr, Julia-Katharina Rodrigue, Amanda L. Rootes-Murdy, Kelly Ross, Alex J. Sim, Kang Škoch, Antonín Spaniel, Filip Stein, Frederike Švancer, Patrik Tordesillas-Gutiérrez, Diana Undurraga, Juan Vázquez-Bourgon, Javier Voineskos, Aristotle Walton, Esther Weickert, Thomas W. Weickert, Cynthia Shannon Thompson, Paul M. van Erp, Theo G. M. Turner, Jessica A. Hajek, Tomas Mol Psychiatry Article Schizophrenia is frequently associated with obesity, which is linked with neurostructural alterations. Yet, we do not understand how the brain correlates of obesity map onto the brain changes in schizophrenia. We obtained MRI-derived brain cortical and subcortical measures and body mass index (BMI) from 1260 individuals with schizophrenia and 1761 controls from 12 independent research sites within the ENIGMA-Schizophrenia Working Group. We jointly modeled the statistical effects of schizophrenia and BMI using mixed effects. BMI was additively associated with structure of many of the same brain regions as schizophrenia, but the cortical and subcortical alterations in schizophrenia were more widespread and pronounced. Both BMI and schizophrenia were primarily associated with changes in cortical thickness, with fewer correlates in surface area. While, BMI was negatively associated with cortical thickness, the significant associations between BMI and surface area or subcortical volumes were positive. Lastly, the brain correlates of obesity were replicated among large studies and closely resembled neurostructural changes in major depressive disorders. We confirmed widespread associations between BMI and brain structure in individuals with schizophrenia. People with both obesity and schizophrenia showed more pronounced brain alterations than people with only one of these conditions. Obesity appears to be a relevant factor which could account for heterogeneity of brain imaging findings and for differences in brain imaging outcomes among people with schizophrenia. Nature Publishing Group UK 2022-06-14 2022 /pmc/articles/PMC9902274/ /pubmed/35739320 http://dx.doi.org/10.1038/s41380-022-01616-5 Text en © The Author(s) 2022, corrected publication 2023 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 McWhinney, Sean R. Brosch, Katharina Calhoun, Vince D. Crespo-Facorro, Benedicto Crossley, Nicolas A. Dannlowski, Udo Dickie, Erin Dietze, Lorielle M. F. Donohoe, Gary Du Plessis, Stefan Ehrlich, Stefan Emsley, Robin Furstova, Petra Glahn, David C. Gonzalez- Valderrama, Alfonso Grotegerd, Dominik Holleran, Laurena Kircher, Tilo T. J. Knytl, Pavel Kolenic, Marian Lencer, Rebekka Nenadić, Igor Opel, Nils Pfarr, Julia-Katharina Rodrigue, Amanda L. Rootes-Murdy, Kelly Ross, Alex J. Sim, Kang Škoch, Antonín Spaniel, Filip Stein, Frederike Švancer, Patrik Tordesillas-Gutiérrez, Diana Undurraga, Juan Vázquez-Bourgon, Javier Voineskos, Aristotle Walton, Esther Weickert, Thomas W. Weickert, Cynthia Shannon Thompson, Paul M. van Erp, Theo G. M. Turner, Jessica A. Hajek, Tomas Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals |
title | Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals |
title_full | Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals |
title_fullStr | Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals |
title_full_unstemmed | Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals |
title_short | Obesity and brain structure in schizophrenia – ENIGMA study in 3021 individuals |
title_sort | obesity and brain structure in schizophrenia – enigma study in 3021 individuals |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9902274/ https://www.ncbi.nlm.nih.gov/pubmed/35739320 http://dx.doi.org/10.1038/s41380-022-01616-5 |
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