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A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury

Diffusion tensor imaging is often used to assess white matter (WM) changes following traumatic brain injury (TBI), but is limited in voxels that contain multiple fibre tracts. Fixel‐based analysis (FBA) addresses this limitation by using a novel method of analysing high angular resolution diffusion‐...

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Autores principales: Wallace, Erica J., Mathias, Jane L., Ward, Lynn, Fripp, Jurgen, Rose, Stephen, Pannek, Kerstin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley & Sons, Inc. 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7268050/
https://www.ncbi.nlm.nih.gov/pubmed/31999046
http://dx.doi.org/10.1002/hbm.24939
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author Wallace, Erica J.
Mathias, Jane L.
Ward, Lynn
Fripp, Jurgen
Rose, Stephen
Pannek, Kerstin
author_facet Wallace, Erica J.
Mathias, Jane L.
Ward, Lynn
Fripp, Jurgen
Rose, Stephen
Pannek, Kerstin
author_sort Wallace, Erica J.
collection PubMed
description Diffusion tensor imaging is often used to assess white matter (WM) changes following traumatic brain injury (TBI), but is limited in voxels that contain multiple fibre tracts. Fixel‐based analysis (FBA) addresses this limitation by using a novel method of analysing high angular resolution diffusion‐weighted imaging (HARDI) data. FBA examines three aspects of each fibre tract within a voxel: tissue micro‐structure (fibre density [FD]), tissue macro‐structure (fibre‐bundle cross section [FC]) and a combined measure of both (FD and fibre‐bundle cross section [FDC]). This study used FBA to identify the location and extent of micro‐ and macro‐structural changes in WM following TBI. A large TBI sample (N (mild) = 133, N (moderate–severe) = 29) and control group (healthy and orthopaedic; N = 107) underwent magnetic resonance imaging with HARDI and completed reaction time tasks approximately 7 months after their injury (range: 98–338 days). The TBI group showed micro‐structural differences (lower FD) in the corpus callosum and forceps minor, compared to controls. Subgroup analyses revealed that the mild TBI group did not differ from controls on any fixel metric, but the moderate to severe TBI group had significantly lower FD, FC and FDC in multiple WM tracts, including the corpus callosum, cerebral peduncle, internal and external capsule. The moderate to severe TBI group also had significantly slower reaction times than controls, but the mild TBI group did not. Reaction time was not related to fixel findings. Thus, the WM damage caused by moderate to severe TBI manifested as fewer axons and a reduction in the cross‐sectional area of key WM tracts.
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spelling pubmed-72680502020-06-12 A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury Wallace, Erica J. Mathias, Jane L. Ward, Lynn Fripp, Jurgen Rose, Stephen Pannek, Kerstin Hum Brain Mapp Research Articles Diffusion tensor imaging is often used to assess white matter (WM) changes following traumatic brain injury (TBI), but is limited in voxels that contain multiple fibre tracts. Fixel‐based analysis (FBA) addresses this limitation by using a novel method of analysing high angular resolution diffusion‐weighted imaging (HARDI) data. FBA examines three aspects of each fibre tract within a voxel: tissue micro‐structure (fibre density [FD]), tissue macro‐structure (fibre‐bundle cross section [FC]) and a combined measure of both (FD and fibre‐bundle cross section [FDC]). This study used FBA to identify the location and extent of micro‐ and macro‐structural changes in WM following TBI. A large TBI sample (N (mild) = 133, N (moderate–severe) = 29) and control group (healthy and orthopaedic; N = 107) underwent magnetic resonance imaging with HARDI and completed reaction time tasks approximately 7 months after their injury (range: 98–338 days). The TBI group showed micro‐structural differences (lower FD) in the corpus callosum and forceps minor, compared to controls. Subgroup analyses revealed that the mild TBI group did not differ from controls on any fixel metric, but the moderate to severe TBI group had significantly lower FD, FC and FDC in multiple WM tracts, including the corpus callosum, cerebral peduncle, internal and external capsule. The moderate to severe TBI group also had significantly slower reaction times than controls, but the mild TBI group did not. Reaction time was not related to fixel findings. Thus, the WM damage caused by moderate to severe TBI manifested as fewer axons and a reduction in the cross‐sectional area of key WM tracts. John Wiley & Sons, Inc. 2020-01-30 /pmc/articles/PMC7268050/ /pubmed/31999046 http://dx.doi.org/10.1002/hbm.24939 Text en © 2020 The Authors. Human Brain Mapping published by Wiley Periodicals, Inc. This is an open access article under the terms of the http://creativecommons.org/licenses/by-nc-nd/4.0/ License, which permits use and distribution in any medium, provided the original work is properly cited, the use is non‐commercial and no modifications or adaptations are made.
spellingShingle Research Articles
Wallace, Erica J.
Mathias, Jane L.
Ward, Lynn
Fripp, Jurgen
Rose, Stephen
Pannek, Kerstin
A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
title A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
title_full A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
title_fullStr A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
title_full_unstemmed A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
title_short A fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
title_sort fixel‐based analysis of micro‐ and macro‐structural changes to white matter following adult traumatic brain injury
topic Research Articles
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7268050/
https://www.ncbi.nlm.nih.gov/pubmed/31999046
http://dx.doi.org/10.1002/hbm.24939
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