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Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study

Traumatic brain injury (TBI) is often characterized by alterations in brain connectivity. We explored connectivity alterations from a network perspective, using graph theory, and examined whether injury severity affected structural connectivity and modulated the association between brain connectivit...

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Autores principales: Raizman, Reut, Tavor, Ido, Biegon, Anat, Harnof, Sagi, Hoffmann, Chen, Tsarfaty, Galia, Fruchter, Eyal, Tatsa-Laur, Lucian, Weiser, Mark, Livny, Abigail
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group UK 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7272462/
https://www.ncbi.nlm.nih.gov/pubmed/32499553
http://dx.doi.org/10.1038/s41598-020-65948-4
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author Raizman, Reut
Tavor, Ido
Biegon, Anat
Harnof, Sagi
Hoffmann, Chen
Tsarfaty, Galia
Fruchter, Eyal
Tatsa-Laur, Lucian
Weiser, Mark
Livny, Abigail
author_facet Raizman, Reut
Tavor, Ido
Biegon, Anat
Harnof, Sagi
Hoffmann, Chen
Tsarfaty, Galia
Fruchter, Eyal
Tatsa-Laur, Lucian
Weiser, Mark
Livny, Abigail
author_sort Raizman, Reut
collection PubMed
description Traumatic brain injury (TBI) is often characterized by alterations in brain connectivity. We explored connectivity alterations from a network perspective, using graph theory, and examined whether injury severity affected structural connectivity and modulated the association between brain connectivity and cognitive deficits post-TBI. We performed diffusion imaging network analysis on chronic TBI patients, with different injury severities and healthy subjects. From both global and local perspectives, we found an effect of injury severity on network strength. In addition, regions which were considered as hubs differed between groups. Further exploration of graph measures in the determined hub regions showed that efficiency of six regions differed between groups. An association between reduced efficiency in the precuneus and nonverbal abstract reasoning deficits (calculated using actual pre-injury scores) was found in the controls but was lost in TBI patients. Our results suggest that disconnection of network hubs led to a less efficient network, which in turn may have contributed to the cognitive impairments manifested in TBI patients. We conclude that injury severity modulates the disruption of network organization, reflecting a “dose response” relationship and emphasize the role of efficiency as an important diagnostic tool to detect subtle brain injury specifically in mild TBI patients.
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spelling pubmed-72724622020-06-05 Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study Raizman, Reut Tavor, Ido Biegon, Anat Harnof, Sagi Hoffmann, Chen Tsarfaty, Galia Fruchter, Eyal Tatsa-Laur, Lucian Weiser, Mark Livny, Abigail Sci Rep Article Traumatic brain injury (TBI) is often characterized by alterations in brain connectivity. We explored connectivity alterations from a network perspective, using graph theory, and examined whether injury severity affected structural connectivity and modulated the association between brain connectivity and cognitive deficits post-TBI. We performed diffusion imaging network analysis on chronic TBI patients, with different injury severities and healthy subjects. From both global and local perspectives, we found an effect of injury severity on network strength. In addition, regions which were considered as hubs differed between groups. Further exploration of graph measures in the determined hub regions showed that efficiency of six regions differed between groups. An association between reduced efficiency in the precuneus and nonverbal abstract reasoning deficits (calculated using actual pre-injury scores) was found in the controls but was lost in TBI patients. Our results suggest that disconnection of network hubs led to a less efficient network, which in turn may have contributed to the cognitive impairments manifested in TBI patients. We conclude that injury severity modulates the disruption of network organization, reflecting a “dose response” relationship and emphasize the role of efficiency as an important diagnostic tool to detect subtle brain injury specifically in mild TBI patients. Nature Publishing Group UK 2020-06-04 /pmc/articles/PMC7272462/ /pubmed/32499553 http://dx.doi.org/10.1038/s41598-020-65948-4 Text en © The Author(s) 2020 Open Access This 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 license, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons license 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 license, visit http://creativecommons.org/licenses/by/4.0/.
spellingShingle Article
Raizman, Reut
Tavor, Ido
Biegon, Anat
Harnof, Sagi
Hoffmann, Chen
Tsarfaty, Galia
Fruchter, Eyal
Tatsa-Laur, Lucian
Weiser, Mark
Livny, Abigail
Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study
title Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study
title_full Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study
title_fullStr Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study
title_full_unstemmed Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study
title_short Traumatic Brain Injury Severity in a Network Perspective: A Diffusion MRI Based Connectome Study
title_sort traumatic brain injury severity in a network perspective: a diffusion mri based connectome study
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7272462/
https://www.ncbi.nlm.nih.gov/pubmed/32499553
http://dx.doi.org/10.1038/s41598-020-65948-4
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