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Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study
Traumatic brain injury (TBI) often results in balance impairment, increasing the risk of falls, and the chances of further injuries. However, the underlying neural mechanisms of postural control after TBI are not well understood. To this end, we conducted a pilot study to explore the neural mechanis...
Autores principales: | , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley & Sons, Inc.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410544/ https://www.ncbi.nlm.nih.gov/pubmed/34312933 http://dx.doi.org/10.1002/hbm.25554 |
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author | Shenoy Handiru, Vikram Alivar, Alaleh Hoxha, Armand Saleh, Soha Suviseshamuthu, Easter S. Yue, Guang H. Allexandre, Didier |
author_facet | Shenoy Handiru, Vikram Alivar, Alaleh Hoxha, Armand Saleh, Soha Suviseshamuthu, Easter S. Yue, Guang H. Allexandre, Didier |
author_sort | Shenoy Handiru, Vikram |
collection | PubMed |
description | Traumatic brain injury (TBI) often results in balance impairment, increasing the risk of falls, and the chances of further injuries. However, the underlying neural mechanisms of postural control after TBI are not well understood. To this end, we conducted a pilot study to explore the neural mechanisms of unpredictable balance perturbations in 17 chronic TBI participants and 15 matched healthy controls (HC) using the EEG, MRI, and diffusion tensor imaging (DTI) data. As quantitative measures of the functional integration and segregation of the brain networks during the postural task, we computed the global graph‐theoretic network measures (global efficiency and modularity) of brain functional connectivity derived from source‐space EEG in different frequency bands. We observed that the TBI group showed a lower balance performance as measured by the center of pressure displacement during the task, and the Berg Balance Scale (BBS). They also showed reduced brain activation and connectivity during the balance task. Furthermore, the decrease in brain network segregation in alpha‐band from baseline to task was smaller in TBI than HC. The DTI findings revealed widespread structural damage. In terms of the neural correlates, we observed a distinct role played by different frequency bands: theta‐band modularity during the task was negatively correlated with the BBS in the TBI group; lower beta‐band network connectivity was associated with the reduction in white matter structural integrity. Our future studies will focus on how postural training will modulate the functional brain networks in TBI. |
format | Online Article Text |
id | pubmed-8410544 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
spelling | pubmed-84105442021-09-03 Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study Shenoy Handiru, Vikram Alivar, Alaleh Hoxha, Armand Saleh, Soha Suviseshamuthu, Easter S. Yue, Guang H. Allexandre, Didier Hum Brain Mapp Research Articles Traumatic brain injury (TBI) often results in balance impairment, increasing the risk of falls, and the chances of further injuries. However, the underlying neural mechanisms of postural control after TBI are not well understood. To this end, we conducted a pilot study to explore the neural mechanisms of unpredictable balance perturbations in 17 chronic TBI participants and 15 matched healthy controls (HC) using the EEG, MRI, and diffusion tensor imaging (DTI) data. As quantitative measures of the functional integration and segregation of the brain networks during the postural task, we computed the global graph‐theoretic network measures (global efficiency and modularity) of brain functional connectivity derived from source‐space EEG in different frequency bands. We observed that the TBI group showed a lower balance performance as measured by the center of pressure displacement during the task, and the Berg Balance Scale (BBS). They also showed reduced brain activation and connectivity during the balance task. Furthermore, the decrease in brain network segregation in alpha‐band from baseline to task was smaller in TBI than HC. The DTI findings revealed widespread structural damage. In terms of the neural correlates, we observed a distinct role played by different frequency bands: theta‐band modularity during the task was negatively correlated with the BBS in the TBI group; lower beta‐band network connectivity was associated with the reduction in white matter structural integrity. Our future studies will focus on how postural training will modulate the functional brain networks in TBI. John Wiley & Sons, Inc. 2021-07-26 /pmc/articles/PMC8410544/ /pubmed/34312933 http://dx.doi.org/10.1002/hbm.25554 Text en © 2021 The Authors. Human Brain Mapping published by Wiley Periodicals LLC. https://creativecommons.org/licenses/by-nc/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited and is not used for commercial purposes. |
spellingShingle | Research Articles Shenoy Handiru, Vikram Alivar, Alaleh Hoxha, Armand Saleh, Soha Suviseshamuthu, Easter S. Yue, Guang H. Allexandre, Didier Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study |
title | Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study |
title_full | Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study |
title_fullStr | Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study |
title_full_unstemmed | Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study |
title_short | Graph‐theoretical analysis of EEG functional connectivity during balance perturbation in traumatic brain injury: A pilot study |
title_sort | graph‐theoretical analysis of eeg functional connectivity during balance perturbation in traumatic brain injury: a pilot study |
topic | Research Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8410544/ https://www.ncbi.nlm.nih.gov/pubmed/34312933 http://dx.doi.org/10.1002/hbm.25554 |
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