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Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain

Chronic pain is a highly debilitating and difficult to treat condition, which affects the structure of the brain. Although the development of chronic pain is moderately heritable, how disease-related alterations at the microscopic genetic architecture drive macroscopic brain abnormalities is current...

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Autores principales: Martins, Daniel, Dipasquale, Ottavia, Veronese, Mattia, Turkheimer, Federico, Loggia, Marco L., McMahon, Stephen, Howard, Matthew A., Williams, Steven C.R.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Wolters Kluwer 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8940732/
https://www.ncbi.nlm.nih.gov/pubmed/34561394
http://dx.doi.org/10.1097/j.pain.0000000000002480
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author Martins, Daniel
Dipasquale, Ottavia
Veronese, Mattia
Turkheimer, Federico
Loggia, Marco L.
McMahon, Stephen
Howard, Matthew A.
Williams, Steven C.R.
author_facet Martins, Daniel
Dipasquale, Ottavia
Veronese, Mattia
Turkheimer, Federico
Loggia, Marco L.
McMahon, Stephen
Howard, Matthew A.
Williams, Steven C.R.
author_sort Martins, Daniel
collection PubMed
description Chronic pain is a highly debilitating and difficult to treat condition, which affects the structure of the brain. Although the development of chronic pain is moderately heritable, how disease-related alterations at the microscopic genetic architecture drive macroscopic brain abnormalities is currently largely unknown. Here, we examined alterations in morphometric similarity (MS) and applied an integrative imaging transcriptomics approach to identify transcriptional and cellular correlates of these MS changes, in 3 independent small cohorts of patients with distinct chronic pain syndromes (knee osteoarthritis, low back pain, and fibromyalgia) and age-matched and sex-matched pain-free controls. We uncover a novel pattern of cortical MS remodelling involving mostly small-to-medium MS increases in the insula and limbic cortex (none of these changes survived stringent false discovery rate correction for the number of regions tested). This pattern of changes is different from that observed in patients with major depression and cuts across the boundaries of specific pain syndromes. By leveraging transcriptomic data from Allen Human Brain Atlas, we show that cortical MS remodelling in chronic pain spatially correlates with the brain-wide expression of genes related to pain and broadly involved in the glial immune response and neuronal plasticity. Our findings bridge levels to connect genes, cell classes, and biological pathways to in vivo imaging correlates of chronic pain. Although correlational, our data suggest that cortical remodelling in chronic pain might be shaped by multiple elements of the cellular architecture of the brain and identifies several pathways that could be prioritized in future genetic association or drug development studies.
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spelling pubmed-89407322022-05-16 Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain Martins, Daniel Dipasquale, Ottavia Veronese, Mattia Turkheimer, Federico Loggia, Marco L. McMahon, Stephen Howard, Matthew A. Williams, Steven C.R. Pain Research Paper Chronic pain is a highly debilitating and difficult to treat condition, which affects the structure of the brain. Although the development of chronic pain is moderately heritable, how disease-related alterations at the microscopic genetic architecture drive macroscopic brain abnormalities is currently largely unknown. Here, we examined alterations in morphometric similarity (MS) and applied an integrative imaging transcriptomics approach to identify transcriptional and cellular correlates of these MS changes, in 3 independent small cohorts of patients with distinct chronic pain syndromes (knee osteoarthritis, low back pain, and fibromyalgia) and age-matched and sex-matched pain-free controls. We uncover a novel pattern of cortical MS remodelling involving mostly small-to-medium MS increases in the insula and limbic cortex (none of these changes survived stringent false discovery rate correction for the number of regions tested). This pattern of changes is different from that observed in patients with major depression and cuts across the boundaries of specific pain syndromes. By leveraging transcriptomic data from Allen Human Brain Atlas, we show that cortical MS remodelling in chronic pain spatially correlates with the brain-wide expression of genes related to pain and broadly involved in the glial immune response and neuronal plasticity. Our findings bridge levels to connect genes, cell classes, and biological pathways to in vivo imaging correlates of chronic pain. Although correlational, our data suggest that cortical remodelling in chronic pain might be shaped by multiple elements of the cellular architecture of the brain and identifies several pathways that could be prioritized in future genetic association or drug development studies. Wolters Kluwer 2022-06 2021-09-23 /pmc/articles/PMC8940732/ /pubmed/34561394 http://dx.doi.org/10.1097/j.pain.0000000000002480 Text en Copyright © 2021 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the International Association for the Study of Pain. https://creativecommons.org/licenses/by/4.0/This is an open access article distributed under the Creative Commons Attribution License 4.0 (CCBY) (https://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Research Paper
Martins, Daniel
Dipasquale, Ottavia
Veronese, Mattia
Turkheimer, Federico
Loggia, Marco L.
McMahon, Stephen
Howard, Matthew A.
Williams, Steven C.R.
Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
title Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
title_full Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
title_fullStr Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
title_full_unstemmed Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
title_short Transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
title_sort transcriptional and cellular signatures of cortical morphometric remodelling in chronic pain
topic Research Paper
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8940732/
https://www.ncbi.nlm.nih.gov/pubmed/34561394
http://dx.doi.org/10.1097/j.pain.0000000000002480
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