Cargando…
Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds
Pain thresholds vary considerably across individuals and are influenced by a number of behavioral, genetic and neurobiological factors. However, the neurobiological underpinnings that account for individual differences remain to be fully elucidated. In this study, we used voxel‐based morphometry (VB...
Autores principales: | , , , , , , |
---|---|
Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2021
|
Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449096/ https://www.ncbi.nlm.nih.gov/pubmed/34296487 http://dx.doi.org/10.1002/hbm.25588 |
_version_ | 1784569361514627072 |
---|---|
author | Neumann, Lynn Wulms, Niklas Witte, Vanessa Spisak, Tamas Zunhammer, Matthias Bingel, Ulrike Schmidt‐Wilcke, Tobias |
author_facet | Neumann, Lynn Wulms, Niklas Witte, Vanessa Spisak, Tamas Zunhammer, Matthias Bingel, Ulrike Schmidt‐Wilcke, Tobias |
author_sort | Neumann, Lynn |
collection | PubMed |
description | Pain thresholds vary considerably across individuals and are influenced by a number of behavioral, genetic and neurobiological factors. However, the neurobiological underpinnings that account for individual differences remain to be fully elucidated. In this study, we used voxel‐based morphometry (VBM) and graph theory, specifically the local clustering coefficient (CC) based on resting‐state connectivity, to identify brain regions, where regional gray matter volume and network properties predicted individual pain thresholds. As a main finding, we identified a cluster in the left posterior insular cortex (IC) reaching into the left parietal operculum, including the secondary somatosensory cortex, where both regional gray matter volume and the local CC correlated with individual pain thresholds. We also performed a resting‐state functional connectivity analysis using the left posterior IC as seed region, demonstrating that connectivity to the pre‐ as well as postcentral gyrus bilaterally; that is, to the motor and primary sensory cortices were correlated with individual pain thresholds. To our knowledge, this is the first study that applied VBM in combination with voxel‐based graph theory in the context of pain thresholds. The co‐location of the VBM and the local CC cluster provide first evidence that both structure and function map to the same brain region while being correlated with the same behavioral measure; that is, pain thresholds. The study highlights the importance of the posterior IC, not only for pain perception in general, but also for the determination of individual pain thresholds. |
format | Online Article Text |
id | pubmed-8449096 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84490962021-09-24 Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds Neumann, Lynn Wulms, Niklas Witte, Vanessa Spisak, Tamas Zunhammer, Matthias Bingel, Ulrike Schmidt‐Wilcke, Tobias Hum Brain Mapp Research Articles Pain thresholds vary considerably across individuals and are influenced by a number of behavioral, genetic and neurobiological factors. However, the neurobiological underpinnings that account for individual differences remain to be fully elucidated. In this study, we used voxel‐based morphometry (VBM) and graph theory, specifically the local clustering coefficient (CC) based on resting‐state connectivity, to identify brain regions, where regional gray matter volume and network properties predicted individual pain thresholds. As a main finding, we identified a cluster in the left posterior insular cortex (IC) reaching into the left parietal operculum, including the secondary somatosensory cortex, where both regional gray matter volume and the local CC correlated with individual pain thresholds. We also performed a resting‐state functional connectivity analysis using the left posterior IC as seed region, demonstrating that connectivity to the pre‐ as well as postcentral gyrus bilaterally; that is, to the motor and primary sensory cortices were correlated with individual pain thresholds. To our knowledge, this is the first study that applied VBM in combination with voxel‐based graph theory in the context of pain thresholds. The co‐location of the VBM and the local CC cluster provide first evidence that both structure and function map to the same brain region while being correlated with the same behavioral measure; that is, pain thresholds. The study highlights the importance of the posterior IC, not only for pain perception in general, but also for the determination of individual pain thresholds. John Wiley & Sons, Inc. 2021-07-23 /pmc/articles/PMC8449096/ /pubmed/34296487 http://dx.doi.org/10.1002/hbm.25588 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made. |
spellingShingle | Research Articles Neumann, Lynn Wulms, Niklas Witte, Vanessa Spisak, Tamas Zunhammer, Matthias Bingel, Ulrike Schmidt‐Wilcke, Tobias Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
title | Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
title_full | Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
title_fullStr | Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
title_full_unstemmed | Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
title_short | Network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
title_sort | network properties and regional brain morphology of the insular cortex correlate with individual pain thresholds |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8449096/ https://www.ncbi.nlm.nih.gov/pubmed/34296487 http://dx.doi.org/10.1002/hbm.25588 |
work_keys_str_mv | AT neumannlynn networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds AT wulmsniklas networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds AT wittevanessa networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds AT spisaktamas networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds AT zunhammermatthias networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds AT bingelulrike networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds AT schmidtwilcketobias networkpropertiesandregionalbrainmorphologyoftheinsularcortexcorrelatewithindividualpainthresholds |