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Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy
The specific topological changes in dynamic functional networks and their role in cervical spondylotic myelopathy (CSM) brain function reorganization remain unclear. This study aimed to investigate the dynamic functional connection (dFC) of patients with CSM, focusing on the temporal characteristics...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Springer Netherlands
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10542087/ https://www.ncbi.nlm.nih.gov/pubmed/37786665 http://dx.doi.org/10.1007/s11571-022-09807-0 |
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author | Zhao, Guoshu Zhan, Yaru Zha, Jing Cao, Yuan Zhou, Fuqing He, Laichang |
author_facet | Zhao, Guoshu Zhan, Yaru Zha, Jing Cao, Yuan Zhou, Fuqing He, Laichang |
author_sort | Zhao, Guoshu |
collection | PubMed |
description | The specific topological changes in dynamic functional networks and their role in cervical spondylotic myelopathy (CSM) brain function reorganization remain unclear. This study aimed to investigate the dynamic functional connection (dFC) of patients with CSM, focusing on the temporal characteristics of the functional connection state patterns and the variability of network topological organization. Eighty-eight patients with CSM and 77 healthy controls (HCs) were recruited for resting-state functional magnetic resonance imaging. We applied the sliding time window analysis method and K-means clustering analysis to capture the dFC variability patterns of the two groups. The graph-theoretical approach was used to investigate the variance in the topological organization of whole-brain functional networks. All participants showed four types of dynamic functional connection states. The mean dwell time in state 2 was significantly different between the two groups. Particularly, the mean dwell time in state 2 was significantly longer in the CSM group than in the healthy control group. Among the four states, switching of relative brain networks mainly included the executive control network (ECN), salience network (SN), default mode network (DMN), language network (LN), visual network (VN), auditory network (AN), precuneus network (PN), and sensorimotor network (SMN). Additionally, the topological properties of the dynamic network were variable in patients with CSM. Dynamic functional connection states may offer new insights into intrinsic functional activities in CSM brain networks. The variance of topological organization may suggest instability of the brain networks in patients with CSM. |
format | Online Article Text |
id | pubmed-10542087 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-105420872023-10-02 Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy Zhao, Guoshu Zhan, Yaru Zha, Jing Cao, Yuan Zhou, Fuqing He, Laichang Cogn Neurodyn Research Article The specific topological changes in dynamic functional networks and their role in cervical spondylotic myelopathy (CSM) brain function reorganization remain unclear. This study aimed to investigate the dynamic functional connection (dFC) of patients with CSM, focusing on the temporal characteristics of the functional connection state patterns and the variability of network topological organization. Eighty-eight patients with CSM and 77 healthy controls (HCs) were recruited for resting-state functional magnetic resonance imaging. We applied the sliding time window analysis method and K-means clustering analysis to capture the dFC variability patterns of the two groups. The graph-theoretical approach was used to investigate the variance in the topological organization of whole-brain functional networks. All participants showed four types of dynamic functional connection states. The mean dwell time in state 2 was significantly different between the two groups. Particularly, the mean dwell time in state 2 was significantly longer in the CSM group than in the healthy control group. Among the four states, switching of relative brain networks mainly included the executive control network (ECN), salience network (SN), default mode network (DMN), language network (LN), visual network (VN), auditory network (AN), precuneus network (PN), and sensorimotor network (SMN). Additionally, the topological properties of the dynamic network were variable in patients with CSM. Dynamic functional connection states may offer new insights into intrinsic functional activities in CSM brain networks. The variance of topological organization may suggest instability of the brain networks in patients with CSM. Springer Netherlands 2022-04-29 2023-10 /pmc/articles/PMC10542087/ /pubmed/37786665 http://dx.doi.org/10.1007/s11571-022-09807-0 Text en © The Author(s) 2022 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, visithttp://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Research Article Zhao, Guoshu Zhan, Yaru Zha, Jing Cao, Yuan Zhou, Fuqing He, Laichang Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
title | Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
title_full | Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
title_fullStr | Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
title_full_unstemmed | Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
title_short | Abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
title_sort | abnormal intrinsic brain functional network dynamics in patients with cervical spondylotic myelopathy |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10542087/ https://www.ncbi.nlm.nih.gov/pubmed/37786665 http://dx.doi.org/10.1007/s11571-022-09807-0 |
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