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Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study
BACKGROUND: Accumulating studies have indicated a wide range of brain alterations with respect to the structure and function of classic trigeminal neuralgia (CTN). Given the dynamic nature of pain experience, the exploration of temporal fluctuations in interregional activity covariance may enhance t...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Milan
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903588/ https://www.ncbi.nlm.nih.gov/pubmed/34895135 http://dx.doi.org/10.1186/s10194-021-01354-z |
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author | Zhang, Pengfei Jiang, Yanli Liu, Guangyao Han, Jiao Wang, Jun Ma, Laiyang Hu, Wanjun Zhang, Jing |
author_facet | Zhang, Pengfei Jiang, Yanli Liu, Guangyao Han, Jiao Wang, Jun Ma, Laiyang Hu, Wanjun Zhang, Jing |
author_sort | Zhang, Pengfei |
collection | PubMed |
description | BACKGROUND: Accumulating studies have indicated a wide range of brain alterations with respect to the structure and function of classic trigeminal neuralgia (CTN). Given the dynamic nature of pain experience, the exploration of temporal fluctuations in interregional activity covariance may enhance the understanding of pain processes in the brain. The present study aimed to characterize the temporal features of functional connectivity (FC) states as well as topological alteration in CTN. METHODS: Resting-state functional magnetic resonance imaging and three-dimensional T1-weighted images were obtained from 41 CTN patients and 43 matched healthy controls (HCs). After group independent component analysis, sliding window based dynamic functional network connectivity (dFNC) analysis was applied to investigate specific FC states and related temporal properties. Then, the dynamics of the whole brain topological organization were estimated by calculating the coefficient of variation of graph-theoretical properties. Further correlation analyses were performed between all these measurements and clinical data. RESULTS: Two distinct states were identified. Of these, the state 2, characterized by complicated coupling between default mode network (DMN) and cognitive control network (CC) and tight connections within DMN, was expressed more in CTN patients and presented as increased fractional windows and dwell time. Moreover, patients switched less frequently between states than HCs. Regarding the dynamic topological analysis, disruptions in global graph-theoretical properties (including network efficiency and small-worldness) were observed in patients, coupled with decreased variability in nodal efficiency of anterior cingulate cortex (ACC) in the salience network (SN) and the thalamus and caudate nucleus in the subcortical network (SC). The variation of topological properties showed negative correlation with disease duration and attack frequency. CONCLUSIONS: The present study indicated disrupted flexibility of brain topological organization under persistent noxious stimulation and further highlighted the important role of “dynamic pain connectome” regions (including DMN/CC/SN) in the pathophysiology of CTN from the temporal fluctuation aspect. Additionally, the findings provided supplementary evidence for current knowledge about the aberrant cortical-subcortical interaction in pain development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s10194-021-01354-z. |
format | Online Article Text |
id | pubmed-8903588 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Springer Milan |
record_format | MEDLINE/PubMed |
spelling | pubmed-89035882022-03-23 Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study Zhang, Pengfei Jiang, Yanli Liu, Guangyao Han, Jiao Wang, Jun Ma, Laiyang Hu, Wanjun Zhang, Jing J Headache Pain Research Article BACKGROUND: Accumulating studies have indicated a wide range of brain alterations with respect to the structure and function of classic trigeminal neuralgia (CTN). Given the dynamic nature of pain experience, the exploration of temporal fluctuations in interregional activity covariance may enhance the understanding of pain processes in the brain. The present study aimed to characterize the temporal features of functional connectivity (FC) states as well as topological alteration in CTN. METHODS: Resting-state functional magnetic resonance imaging and three-dimensional T1-weighted images were obtained from 41 CTN patients and 43 matched healthy controls (HCs). After group independent component analysis, sliding window based dynamic functional network connectivity (dFNC) analysis was applied to investigate specific FC states and related temporal properties. Then, the dynamics of the whole brain topological organization were estimated by calculating the coefficient of variation of graph-theoretical properties. Further correlation analyses were performed between all these measurements and clinical data. RESULTS: Two distinct states were identified. Of these, the state 2, characterized by complicated coupling between default mode network (DMN) and cognitive control network (CC) and tight connections within DMN, was expressed more in CTN patients and presented as increased fractional windows and dwell time. Moreover, patients switched less frequently between states than HCs. Regarding the dynamic topological analysis, disruptions in global graph-theoretical properties (including network efficiency and small-worldness) were observed in patients, coupled with decreased variability in nodal efficiency of anterior cingulate cortex (ACC) in the salience network (SN) and the thalamus and caudate nucleus in the subcortical network (SC). The variation of topological properties showed negative correlation with disease duration and attack frequency. CONCLUSIONS: The present study indicated disrupted flexibility of brain topological organization under persistent noxious stimulation and further highlighted the important role of “dynamic pain connectome” regions (including DMN/CC/SN) in the pathophysiology of CTN from the temporal fluctuation aspect. Additionally, the findings provided supplementary evidence for current knowledge about the aberrant cortical-subcortical interaction in pain development. SUPPLEMENTARY INFORMATION: The online version contains supplementary material available at 10.1186/s10194-021-01354-z. Springer Milan 2021-12-11 /pmc/articles/PMC8903588/ /pubmed/34895135 http://dx.doi.org/10.1186/s10194-021-01354-z Text en © The Author(s) 2021 https://creativecommons.org/licenses/by/4.0/Open AccessThis 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/) . The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/ (https://creativecommons.org/publicdomain/zero/1.0/) ) applies to the data made available in this article, unless otherwise stated in a credit line to the data. |
spellingShingle | Research Article Zhang, Pengfei Jiang, Yanli Liu, Guangyao Han, Jiao Wang, Jun Ma, Laiyang Hu, Wanjun Zhang, Jing Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
title | Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
title_full | Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
title_fullStr | Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
title_full_unstemmed | Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
title_short | Altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
title_sort | altered brain functional network dynamics in classic trigeminal neuralgia: a resting-state functional magnetic resonance imaging study |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8903588/ https://www.ncbi.nlm.nih.gov/pubmed/34895135 http://dx.doi.org/10.1186/s10194-021-01354-z |
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