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Two human brain systems micro-structurally associated with obesity
The relationship between obesity and human brain structure is incompletely understood. Using diffusion-weighted MRI from ∼30,000 UK Biobank participants, we test the hypothesis that obesity (waist-to-hip ratio, WHR) is associated with regional differences in two micro-structural MRI metrics: isotrop...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
eLife Sciences Publications, Ltd
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688972/ https://www.ncbi.nlm.nih.gov/pubmed/37861301 http://dx.doi.org/10.7554/eLife.85175 |
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author | Kitzbichler, Manfred G Martins, Daniel Bethlehem, Richard AI Dear, Richard Romero-Garcia, Rafael Warrier, Varun Seidlitz, Jakob Dipasquale, Ottavia Turkheimer, Federico Cercignani, Mara Bullmore, Edward T Harrison, Neil A |
author_facet | Kitzbichler, Manfred G Martins, Daniel Bethlehem, Richard AI Dear, Richard Romero-Garcia, Rafael Warrier, Varun Seidlitz, Jakob Dipasquale, Ottavia Turkheimer, Federico Cercignani, Mara Bullmore, Edward T Harrison, Neil A |
author_sort | Kitzbichler, Manfred G |
collection | PubMed |
description | The relationship between obesity and human brain structure is incompletely understood. Using diffusion-weighted MRI from ∼30,000 UK Biobank participants, we test the hypothesis that obesity (waist-to-hip ratio, WHR) is associated with regional differences in two micro-structural MRI metrics: isotropic volume fraction (ISOVF), an index of free water, and intra-cellular volume fraction (ICVF), an index of neurite density. We observed significant associations with obesity in two coupled but distinct brain systems: a prefrontal/temporal/striatal system associated with ISOVF and a medial temporal/occipital/striatal system associated with ICVF. The ISOVF~WHR system colocated with expression of genes enriched for innate immune functions, decreased glial density, and high mu opioid (MOR) and other neurotransmitter receptor density. Conversely, the ICVF~WHR system co-located with expression of genes enriched for G-protein coupled receptors and decreased density of MOR and other receptors. To test whether these distinct brain phenotypes might differ in terms of their underlying shared genetics or relationship to maps of the inflammatory marker C-reactive Protein (CRP), we estimated the genetic correlations between WHR and ISOVF (r(g) = 0.026, P = 0.36) and ICVF (r(g) = 0.112, P < 9×10(−4)) as well as comparing correlations between WHR maps and equivalent CRP maps for ISOVF and ICVF (P<0.05). These correlational results are consistent with a two-way mechanistic model whereby genetically determined differences in neurite density in the medial temporal system may contribute to obesity, whereas water content in the prefrontal system could reflect a consequence of obesity mediated by innate immune system activation. |
format | Online Article Text |
id | pubmed-10688972 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | eLife Sciences Publications, Ltd |
record_format | MEDLINE/PubMed |
spelling | pubmed-106889722023-12-01 Two human brain systems micro-structurally associated with obesity Kitzbichler, Manfred G Martins, Daniel Bethlehem, Richard AI Dear, Richard Romero-Garcia, Rafael Warrier, Varun Seidlitz, Jakob Dipasquale, Ottavia Turkheimer, Federico Cercignani, Mara Bullmore, Edward T Harrison, Neil A eLife Neuroscience The relationship between obesity and human brain structure is incompletely understood. Using diffusion-weighted MRI from ∼30,000 UK Biobank participants, we test the hypothesis that obesity (waist-to-hip ratio, WHR) is associated with regional differences in two micro-structural MRI metrics: isotropic volume fraction (ISOVF), an index of free water, and intra-cellular volume fraction (ICVF), an index of neurite density. We observed significant associations with obesity in two coupled but distinct brain systems: a prefrontal/temporal/striatal system associated with ISOVF and a medial temporal/occipital/striatal system associated with ICVF. The ISOVF~WHR system colocated with expression of genes enriched for innate immune functions, decreased glial density, and high mu opioid (MOR) and other neurotransmitter receptor density. Conversely, the ICVF~WHR system co-located with expression of genes enriched for G-protein coupled receptors and decreased density of MOR and other receptors. To test whether these distinct brain phenotypes might differ in terms of their underlying shared genetics or relationship to maps of the inflammatory marker C-reactive Protein (CRP), we estimated the genetic correlations between WHR and ISOVF (r(g) = 0.026, P = 0.36) and ICVF (r(g) = 0.112, P < 9×10(−4)) as well as comparing correlations between WHR maps and equivalent CRP maps for ISOVF and ICVF (P<0.05). These correlational results are consistent with a two-way mechanistic model whereby genetically determined differences in neurite density in the medial temporal system may contribute to obesity, whereas water content in the prefrontal system could reflect a consequence of obesity mediated by innate immune system activation. eLife Sciences Publications, Ltd 2023-10-20 /pmc/articles/PMC10688972/ /pubmed/37861301 http://dx.doi.org/10.7554/eLife.85175 Text en © 2023, Kitzbichler et al https://creativecommons.org/licenses/by/4.0/This article is distributed under the terms of the Creative Commons Attribution License (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use and redistribution provided that the original author and source are credited. |
spellingShingle | Neuroscience Kitzbichler, Manfred G Martins, Daniel Bethlehem, Richard AI Dear, Richard Romero-Garcia, Rafael Warrier, Varun Seidlitz, Jakob Dipasquale, Ottavia Turkheimer, Federico Cercignani, Mara Bullmore, Edward T Harrison, Neil A Two human brain systems micro-structurally associated with obesity |
title | Two human brain systems micro-structurally associated with obesity |
title_full | Two human brain systems micro-structurally associated with obesity |
title_fullStr | Two human brain systems micro-structurally associated with obesity |
title_full_unstemmed | Two human brain systems micro-structurally associated with obesity |
title_short | Two human brain systems micro-structurally associated with obesity |
title_sort | two human brain systems micro-structurally associated with obesity |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10688972/ https://www.ncbi.nlm.nih.gov/pubmed/37861301 http://dx.doi.org/10.7554/eLife.85175 |
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