Cargando…
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‐...
Autores principales: | , , , , , |
---|---|
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 |
_version_ | 1783541534865489920 |
---|---|
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. |
format | Online Article Text |
id | pubmed-7268050 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | John Wiley & Sons, Inc. |
record_format | MEDLINE/PubMed |
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 |
work_keys_str_mv | AT wallaceericaj afixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT mathiasjanel afixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT wardlynn afixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT frippjurgen afixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT rosestephen afixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT pannekkerstin afixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT wallaceericaj fixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT mathiasjanel fixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT wardlynn fixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT frippjurgen fixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT rosestephen fixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury AT pannekkerstin fixelbasedanalysisofmicroandmacrostructuralchangestowhitematterfollowingadulttraumaticbraininjury |