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Resting-state functional heterogeneity of the right insula contributes to pain sensitivity

Previous studies have described the structure and function of the insular cortex in terms of spatially continuous gradients. Here we assess how spatial features of insular resting state functional organization correspond to individual pain sensitivity. From a previous multicenter study, we included...

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Autores principales: Veréb, Dániel, Kincses, Bálint, Spisák, Tamás, Schlitt, Frederik, Szabó, Nikoletta, Faragó, Péter, Kocsis, Krisztián, Bozsik, Bence, Tóth, Eszter, Király, András, Zunhammer, Matthias, Schmidt-Wilcke, Tobias, Bingel, Ulrike, Kincses, Zsigmond Tamás
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617295/
https://www.ncbi.nlm.nih.gov/pubmed/34824347
http://dx.doi.org/10.1038/s41598-021-02474-x
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author Veréb, Dániel
Kincses, Bálint
Spisák, Tamás
Schlitt, Frederik
Szabó, Nikoletta
Faragó, Péter
Kocsis, Krisztián
Bozsik, Bence
Tóth, Eszter
Király, András
Zunhammer, Matthias
Schmidt-Wilcke, Tobias
Bingel, Ulrike
Kincses, Zsigmond Tamás
author_facet Veréb, Dániel
Kincses, Bálint
Spisák, Tamás
Schlitt, Frederik
Szabó, Nikoletta
Faragó, Péter
Kocsis, Krisztián
Bozsik, Bence
Tóth, Eszter
Király, András
Zunhammer, Matthias
Schmidt-Wilcke, Tobias
Bingel, Ulrike
Kincses, Zsigmond Tamás
author_sort Veréb, Dániel
collection PubMed
description Previous studies have described the structure and function of the insular cortex in terms of spatially continuous gradients. Here we assess how spatial features of insular resting state functional organization correspond to individual pain sensitivity. From a previous multicenter study, we included 107 healthy participants, who underwent resting state functional MRI scans, T1-weighted scans and quantitative sensory testing on the left forearm. Thermal and mechanical pain thresholds were determined. Connectopic mapping, a technique using non-linear representations of functional organization was employed to describe functional connectivity gradients in both insulae. Partial coefficients of determination were calculated between trend surface model parameters summarizing spatial features of gradients, modal and modality-independent pain sensitivity. The dominant connectopy captured the previously reported posteroanterior shift in connectivity profiles. Spatial features of dominant connectopies in the right insula explained significant amounts of variance in thermal (R(2) = 0.076; p < 0.001 and R(2) = 0.031; p < 0.029) and composite pain sensitivity (R(2) = 0.072; p < 0.002). The left insular gradient was not significantly associated with pain thresholds. Our results highlight the functional relevance of gradient-like insular organization in pain processing. Considering individual variations in insular connectopy might contribute to understanding neural mechanisms behind pain and improve objective brain-based characterization of individual pain sensitivity.
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spelling pubmed-86172952021-11-29 Resting-state functional heterogeneity of the right insula contributes to pain sensitivity Veréb, Dániel Kincses, Bálint Spisák, Tamás Schlitt, Frederik Szabó, Nikoletta Faragó, Péter Kocsis, Krisztián Bozsik, Bence Tóth, Eszter Király, András Zunhammer, Matthias Schmidt-Wilcke, Tobias Bingel, Ulrike Kincses, Zsigmond Tamás Sci Rep Article Previous studies have described the structure and function of the insular cortex in terms of spatially continuous gradients. Here we assess how spatial features of insular resting state functional organization correspond to individual pain sensitivity. From a previous multicenter study, we included 107 healthy participants, who underwent resting state functional MRI scans, T1-weighted scans and quantitative sensory testing on the left forearm. Thermal and mechanical pain thresholds were determined. Connectopic mapping, a technique using non-linear representations of functional organization was employed to describe functional connectivity gradients in both insulae. Partial coefficients of determination were calculated between trend surface model parameters summarizing spatial features of gradients, modal and modality-independent pain sensitivity. The dominant connectopy captured the previously reported posteroanterior shift in connectivity profiles. Spatial features of dominant connectopies in the right insula explained significant amounts of variance in thermal (R(2) = 0.076; p < 0.001 and R(2) = 0.031; p < 0.029) and composite pain sensitivity (R(2) = 0.072; p < 0.002). The left insular gradient was not significantly associated with pain thresholds. Our results highlight the functional relevance of gradient-like insular organization in pain processing. Considering individual variations in insular connectopy might contribute to understanding neural mechanisms behind pain and improve objective brain-based characterization of individual pain sensitivity. Nature Publishing Group UK 2021-11-25 /pmc/articles/PMC8617295/ /pubmed/34824347 http://dx.doi.org/10.1038/s41598-021-02474-x Text en © The Author(s) 2021 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 licence, and indicate if changes were made. The images or other third party material in this article are included in the article's Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article's Creative Commons licence 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 licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) .
spellingShingle Article
Veréb, Dániel
Kincses, Bálint
Spisák, Tamás
Schlitt, Frederik
Szabó, Nikoletta
Faragó, Péter
Kocsis, Krisztián
Bozsik, Bence
Tóth, Eszter
Király, András
Zunhammer, Matthias
Schmidt-Wilcke, Tobias
Bingel, Ulrike
Kincses, Zsigmond Tamás
Resting-state functional heterogeneity of the right insula contributes to pain sensitivity
title Resting-state functional heterogeneity of the right insula contributes to pain sensitivity
title_full Resting-state functional heterogeneity of the right insula contributes to pain sensitivity
title_fullStr Resting-state functional heterogeneity of the right insula contributes to pain sensitivity
title_full_unstemmed Resting-state functional heterogeneity of the right insula contributes to pain sensitivity
title_short Resting-state functional heterogeneity of the right insula contributes to pain sensitivity
title_sort resting-state functional heterogeneity of the right insula contributes to pain sensitivity
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8617295/
https://www.ncbi.nlm.nih.gov/pubmed/34824347
http://dx.doi.org/10.1038/s41598-021-02474-x
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