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Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain
Background: Chronic neck pain (CNP) is highly prevalent and complicated, associated with limited movement, and accompanied by shoulder pain and other clinical manifestations such as dizziness, anxiety, and insomnia. Brain structural and functional abnormalities often occur in patients with CNP. Howe...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9277509/ https://www.ncbi.nlm.nih.gov/pubmed/35845606 http://dx.doi.org/10.3389/fnmol.2022.880228 |
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author | Ni, Xixiu Zhang, Jiabao Sun, Mingsheng Wang, Linjia Xu, Tao Zeng, Qian Wang, Xiao Wang, Ziwen Liao, Huaqiang Hu, Yimei Gao, Qing Zhao, Ling |
author_facet | Ni, Xixiu Zhang, Jiabao Sun, Mingsheng Wang, Linjia Xu, Tao Zeng, Qian Wang, Xiao Wang, Ziwen Liao, Huaqiang Hu, Yimei Gao, Qing Zhao, Ling |
author_sort | Ni, Xixiu |
collection | PubMed |
description | Background: Chronic neck pain (CNP) is highly prevalent and complicated, associated with limited movement, and accompanied by shoulder pain and other clinical manifestations such as dizziness, anxiety, and insomnia. Brain structural and functional abnormalities often occur in patients with CNP. However, knowledge of the brain’s functional organization and temporal dynamics in CNP patients is limited. Dynamic functional connectivity density (dFCD) can reflect the ability of brain areas or voxels to integrate information, and could become neuroimaging markers for objectively reflecting pain to a certain extent. Therefore, this study compared the dFCD between CNP patients and healthy controls (HCs) and investigated potential associations of the abnormal density variability in dynamic functional connectivity with pain characteristics in CNP patients. Methods: Resting functional magnetic resonance imaging was performed for 89 CNP patients and 57 HCs. After preprocessing resting-state fMRI images by the Data Processing and Analysis of Brain Imaging toolbox, the sliding window method was applied to investigate dFCD changes in CNP patients and HCs using the DynamicBC toolbox. Then we quantified dFCD variability using their standard deviation. Based on the pain-associated factors collected from the case report form of CNP patients, the mean dFCD variability values of each dFCD from region of interest were extracted to calculate Pearson’s correlation coefficient to study the potential correlation between dFCD abnormal variability and pain. Results: Compared with HCs, the dFCD values of the anterior cingulate cortex, occipital lobe, temporal lobe, and cerebellum were statistically different in patients with CNP. Subsequent correlation analysis showed that the variable dFCD in the related brain region was correlative with the course of the disease and clinical symptoms, such as pain and depression, in patients with CNP. Conclusion: Dynamic functional alterations were observed in the brain regions of CNP patients, and the dFCD of these brain regions could become neuroimaging markers for objectively reflecting pain to a certain extent. This suggests that chronic pain may cause changes in pain processing and emotional feedback and highlights the link between dynamic neural communication in brain regions and disease conditions, deepening our understanding of chronic pain diseases, and guiding clinical practice. |
format | Online Article Text |
id | pubmed-9277509 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-92775092022-07-14 Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain Ni, Xixiu Zhang, Jiabao Sun, Mingsheng Wang, Linjia Xu, Tao Zeng, Qian Wang, Xiao Wang, Ziwen Liao, Huaqiang Hu, Yimei Gao, Qing Zhao, Ling Front Mol Neurosci Molecular Neuroscience Background: Chronic neck pain (CNP) is highly prevalent and complicated, associated with limited movement, and accompanied by shoulder pain and other clinical manifestations such as dizziness, anxiety, and insomnia. Brain structural and functional abnormalities often occur in patients with CNP. However, knowledge of the brain’s functional organization and temporal dynamics in CNP patients is limited. Dynamic functional connectivity density (dFCD) can reflect the ability of brain areas or voxels to integrate information, and could become neuroimaging markers for objectively reflecting pain to a certain extent. Therefore, this study compared the dFCD between CNP patients and healthy controls (HCs) and investigated potential associations of the abnormal density variability in dynamic functional connectivity with pain characteristics in CNP patients. Methods: Resting functional magnetic resonance imaging was performed for 89 CNP patients and 57 HCs. After preprocessing resting-state fMRI images by the Data Processing and Analysis of Brain Imaging toolbox, the sliding window method was applied to investigate dFCD changes in CNP patients and HCs using the DynamicBC toolbox. Then we quantified dFCD variability using their standard deviation. Based on the pain-associated factors collected from the case report form of CNP patients, the mean dFCD variability values of each dFCD from region of interest were extracted to calculate Pearson’s correlation coefficient to study the potential correlation between dFCD abnormal variability and pain. Results: Compared with HCs, the dFCD values of the anterior cingulate cortex, occipital lobe, temporal lobe, and cerebellum were statistically different in patients with CNP. Subsequent correlation analysis showed that the variable dFCD in the related brain region was correlative with the course of the disease and clinical symptoms, such as pain and depression, in patients with CNP. Conclusion: Dynamic functional alterations were observed in the brain regions of CNP patients, and the dFCD of these brain regions could become neuroimaging markers for objectively reflecting pain to a certain extent. This suggests that chronic pain may cause changes in pain processing and emotional feedback and highlights the link between dynamic neural communication in brain regions and disease conditions, deepening our understanding of chronic pain diseases, and guiding clinical practice. Frontiers Media S.A. 2022-06-29 /pmc/articles/PMC9277509/ /pubmed/35845606 http://dx.doi.org/10.3389/fnmol.2022.880228 Text en Copyright © 2022 Ni, Zhang, Sun, Wang, Xu, Zeng, Wang, Wang, Liao, Hu, Gao and Zhao. https://creativecommons.org/licenses/by/4.0/This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Molecular Neuroscience Ni, Xixiu Zhang, Jiabao Sun, Mingsheng Wang, Linjia Xu, Tao Zeng, Qian Wang, Xiao Wang, Ziwen Liao, Huaqiang Hu, Yimei Gao, Qing Zhao, Ling Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain |
title | Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain |
title_full | Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain |
title_fullStr | Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain |
title_full_unstemmed | Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain |
title_short | Abnormal Dynamics of Functional Connectivity Density Associated With Chronic Neck Pain |
title_sort | abnormal dynamics of functional connectivity density associated with chronic neck pain |
topic | Molecular Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9277509/ https://www.ncbi.nlm.nih.gov/pubmed/35845606 http://dx.doi.org/10.3389/fnmol.2022.880228 |
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