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A shift of brain network hub after spinal cord injury
BACKGROUND: Spinal cord injury (SCI) causes severe sequelae and significant social loss, depending on the extent of the damage. Most previous studies have focused on the pathology of the spinal cord to develop treatments for SCI. However, it is now known that the brain, which is not directly damaged...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616864/ https://www.ncbi.nlm.nih.gov/pubmed/37915973 http://dx.doi.org/10.3389/fnmol.2023.1245902 |
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author | Matsubayashi, Kohei Shinozaki, Munehisa Hata, Junichi Komaki, Yuji Nagoshi, Narihito Tsuji, Osahiko Fujiyoshi, Kanehiro Nakamura, Masaya Okano, Hideyuki |
author_facet | Matsubayashi, Kohei Shinozaki, Munehisa Hata, Junichi Komaki, Yuji Nagoshi, Narihito Tsuji, Osahiko Fujiyoshi, Kanehiro Nakamura, Masaya Okano, Hideyuki |
author_sort | Matsubayashi, Kohei |
collection | PubMed |
description | BACKGROUND: Spinal cord injury (SCI) causes severe sequelae and significant social loss, depending on the extent of the damage. Most previous studies have focused on the pathology of the spinal cord to develop treatments for SCI. However, it is now known that the brain, which is not directly damaged, also undergoes morphological changes after spinal cord injury, which could affect natural recovery and treatment. In recent years, magnetic resonance imaging (MRI) has been developed to analyze functional changes in the brain. Resting-state functional MRI (rsfMRI), which captures brain activity at rest, can calculate functional connections between brain areas and identify central hubs by network analysis. PURPOSE: We aim to investigate functional connectivity in the brain using rsfMRI after SCI and to determine how brain-network main hubs change over time. METHODS: We evaluated rsfMRI in 10 mice of the contusional SCI model and calculated connectivity using graph theory. We evaluated “centrality,” a representative parameter of network analysis. The subtype of centrality was degree centrality, which indicates the hub function of a single area. The five times of rsfMRI were performed in each individual mouse: before injury and at 1, 3, 7, and 14 weeks post-injury. RESULTS: Before the injury, the degree centralities of the primary and secondary motor cortex were high, suggesting that these motor cortices served as main hubs for motor function. After SCI, the hub function of the motor cortices decreased by 14 weeks. In contrast, hub function in the external capsule and the putamen comparatively increased with time after injury, suggesting that the extrapyramidal/subcortical system, which runs the ventral side of the spinal cord and remains after injury in this model, becomes dominant. CONCLUSION: We demonstrated the shift of the brain network hub after SCI. The results of this study provide basic information for understanding brain network changes after SCI and would be useful for treatment selection and evaluation of its efficacy in SCI patients. |
format | Online Article Text |
id | pubmed-10616864 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-106168642023-11-01 A shift of brain network hub after spinal cord injury Matsubayashi, Kohei Shinozaki, Munehisa Hata, Junichi Komaki, Yuji Nagoshi, Narihito Tsuji, Osahiko Fujiyoshi, Kanehiro Nakamura, Masaya Okano, Hideyuki Front Mol Neurosci Molecular Neuroscience BACKGROUND: Spinal cord injury (SCI) causes severe sequelae and significant social loss, depending on the extent of the damage. Most previous studies have focused on the pathology of the spinal cord to develop treatments for SCI. However, it is now known that the brain, which is not directly damaged, also undergoes morphological changes after spinal cord injury, which could affect natural recovery and treatment. In recent years, magnetic resonance imaging (MRI) has been developed to analyze functional changes in the brain. Resting-state functional MRI (rsfMRI), which captures brain activity at rest, can calculate functional connections between brain areas and identify central hubs by network analysis. PURPOSE: We aim to investigate functional connectivity in the brain using rsfMRI after SCI and to determine how brain-network main hubs change over time. METHODS: We evaluated rsfMRI in 10 mice of the contusional SCI model and calculated connectivity using graph theory. We evaluated “centrality,” a representative parameter of network analysis. The subtype of centrality was degree centrality, which indicates the hub function of a single area. The five times of rsfMRI were performed in each individual mouse: before injury and at 1, 3, 7, and 14 weeks post-injury. RESULTS: Before the injury, the degree centralities of the primary and secondary motor cortex were high, suggesting that these motor cortices served as main hubs for motor function. After SCI, the hub function of the motor cortices decreased by 14 weeks. In contrast, hub function in the external capsule and the putamen comparatively increased with time after injury, suggesting that the extrapyramidal/subcortical system, which runs the ventral side of the spinal cord and remains after injury in this model, becomes dominant. CONCLUSION: We demonstrated the shift of the brain network hub after SCI. The results of this study provide basic information for understanding brain network changes after SCI and would be useful for treatment selection and evaluation of its efficacy in SCI patients. Frontiers Media S.A. 2023-10-17 /pmc/articles/PMC10616864/ /pubmed/37915973 http://dx.doi.org/10.3389/fnmol.2023.1245902 Text en Copyright © 2023 Matsubayashi, Shinozaki, Hata, Komaki, Nagoshi, Tsuji, Fujiyoshi, Nakamura and Okano. 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 Matsubayashi, Kohei Shinozaki, Munehisa Hata, Junichi Komaki, Yuji Nagoshi, Narihito Tsuji, Osahiko Fujiyoshi, Kanehiro Nakamura, Masaya Okano, Hideyuki A shift of brain network hub after spinal cord injury |
title | A shift of brain network hub after spinal cord injury |
title_full | A shift of brain network hub after spinal cord injury |
title_fullStr | A shift of brain network hub after spinal cord injury |
title_full_unstemmed | A shift of brain network hub after spinal cord injury |
title_short | A shift of brain network hub after spinal cord injury |
title_sort | shift of brain network hub after spinal cord injury |
topic | Molecular Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10616864/ https://www.ncbi.nlm.nih.gov/pubmed/37915973 http://dx.doi.org/10.3389/fnmol.2023.1245902 |
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