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Functional networks in non-human primate spinal cord and the effects of injury

Spontaneous fluctuations of Blood Oxygenation-Level Dependent (BOLD) MRI signal in a resting state have previously been detected and analyzed to describe intrinsic functional networks in the spinal cord of rodents, non-human primates and human subjects. In this study we combined high resolution imag...

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Autores principales: Sengupta, Anirban, Mishra, Arabinda, Wang, Feng, Li, Muwei, Yang, Pai-Feng, Chen, Li Min, Gore, John C.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8527400/
https://www.ncbi.nlm.nih.gov/pubmed/34271158
http://dx.doi.org/10.1016/j.neuroimage.2021.118391
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author Sengupta, Anirban
Mishra, Arabinda
Wang, Feng
Li, Muwei
Yang, Pai-Feng
Chen, Li Min
Gore, John C.
author_facet Sengupta, Anirban
Mishra, Arabinda
Wang, Feng
Li, Muwei
Yang, Pai-Feng
Chen, Li Min
Gore, John C.
author_sort Sengupta, Anirban
collection PubMed
description Spontaneous fluctuations of Blood Oxygenation-Level Dependent (BOLD) MRI signal in a resting state have previously been detected and analyzed to describe intrinsic functional networks in the spinal cord of rodents, non-human primates and human subjects. In this study we combined high resolution imaging at high field with data-driven Independent Component Analysis (ICA) to i) delineate fine-scale functional networks within and between segments of the cervical spinal cord of monkeys, and also to ii) characterize the longitudinal effects of a unilateral dorsal column injury on these networks. Seven distinct functional hubs were revealed within each spinal segment, with new hubs detected at bilateral intermediate and gray commissure regions in addition to the bilateral dorsal and ventral horns previously reported. Pair-wise correlations revealed significantly stronger connections between hubs on the dominant hand side. Unilateral dorsal-column injuries disrupted predominantly inter-segmental rather than intra-segmental functional connectivities as revealed by correlation strengths and graph-theory based community structures. The effects of injury on inter-segmental connectivity were evident along the length of the cord both below and above the lesion region. Connectivity strengths recovered over time and there was revival of inter-segmental communities as animals recovered function. BOLD signals of frequency 0.01–0.033 Hz were found to be most affected by injury. The results in this study provide new insights into the intrinsic functional architecture of spinal cord and underscore the potential of functional connectivity measures to characterize changes in networks after an injury and during recovery.
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spelling pubmed-85274002021-10-20 Functional networks in non-human primate spinal cord and the effects of injury Sengupta, Anirban Mishra, Arabinda Wang, Feng Li, Muwei Yang, Pai-Feng Chen, Li Min Gore, John C. Neuroimage Article Spontaneous fluctuations of Blood Oxygenation-Level Dependent (BOLD) MRI signal in a resting state have previously been detected and analyzed to describe intrinsic functional networks in the spinal cord of rodents, non-human primates and human subjects. In this study we combined high resolution imaging at high field with data-driven Independent Component Analysis (ICA) to i) delineate fine-scale functional networks within and between segments of the cervical spinal cord of monkeys, and also to ii) characterize the longitudinal effects of a unilateral dorsal column injury on these networks. Seven distinct functional hubs were revealed within each spinal segment, with new hubs detected at bilateral intermediate and gray commissure regions in addition to the bilateral dorsal and ventral horns previously reported. Pair-wise correlations revealed significantly stronger connections between hubs on the dominant hand side. Unilateral dorsal-column injuries disrupted predominantly inter-segmental rather than intra-segmental functional connectivities as revealed by correlation strengths and graph-theory based community structures. The effects of injury on inter-segmental connectivity were evident along the length of the cord both below and above the lesion region. Connectivity strengths recovered over time and there was revival of inter-segmental communities as animals recovered function. BOLD signals of frequency 0.01–0.033 Hz were found to be most affected by injury. The results in this study provide new insights into the intrinsic functional architecture of spinal cord and underscore the potential of functional connectivity measures to characterize changes in networks after an injury and during recovery. 2021-07-14 2021-10-15 /pmc/articles/PMC8527400/ /pubmed/34271158 http://dx.doi.org/10.1016/j.neuroimage.2021.118391 Text en https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Sengupta, Anirban
Mishra, Arabinda
Wang, Feng
Li, Muwei
Yang, Pai-Feng
Chen, Li Min
Gore, John C.
Functional networks in non-human primate spinal cord and the effects of injury
title Functional networks in non-human primate spinal cord and the effects of injury
title_full Functional networks in non-human primate spinal cord and the effects of injury
title_fullStr Functional networks in non-human primate spinal cord and the effects of injury
title_full_unstemmed Functional networks in non-human primate spinal cord and the effects of injury
title_short Functional networks in non-human primate spinal cord and the effects of injury
title_sort functional networks in non-human primate spinal cord and the effects of injury
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8527400/
https://www.ncbi.nlm.nih.gov/pubmed/34271158
http://dx.doi.org/10.1016/j.neuroimage.2021.118391
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