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Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study
BACKGROUND: Pediatric mild traumatic brain injury (mTBI) affects millions of children annually. Diffusion tensor imaging (DTI) is sensitive to axonal injuries and white matter microstructure and has been used to characterize the brain changes associated with mild traumatic brain injury (mTBI). Neuri...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Elsevier
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633364/ https://www.ncbi.nlm.nih.gov/pubmed/34911193 http://dx.doi.org/10.1016/j.nicl.2021.102887 |
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author | Shukla, Ayushi Ware, Ashley L. Guo, Sunny Goodyear, Bradley Beauchamp, Miriam H. Zemek, Roger Craig, William Doan, Quynh Beaulieu, Christian Yeates, Keith O. Lebel, Catherine |
author_facet | Shukla, Ayushi Ware, Ashley L. Guo, Sunny Goodyear, Bradley Beauchamp, Miriam H. Zemek, Roger Craig, William Doan, Quynh Beaulieu, Christian Yeates, Keith O. Lebel, Catherine |
author_sort | Shukla, Ayushi |
collection | PubMed |
description | BACKGROUND: Pediatric mild traumatic brain injury (mTBI) affects millions of children annually. Diffusion tensor imaging (DTI) is sensitive to axonal injuries and white matter microstructure and has been used to characterize the brain changes associated with mild traumatic brain injury (mTBI). Neurite orientation dispersion and density imaging (NODDI) is a diffusion model that can provide additional insight beyond traditional DTI metrics, but has not been examined in pediatric mTBI. The goal of this study was to employ DTI and NODDI to gain added insight into white matter alterations in children with mTBI compared to children with mild orthopedic injury (OI). METHODS: Children (mTBI n = 320, OI n = 176) aged 8–16.99 years (12.39 ± 2.32 years) were recruited from emergency departments at five hospitals across Canada and underwent 3 T MRI on average 11 days post-injury. DTI and NODDI metrics were calculated for seven major white matter tracts and compared between groups using univariate analysis of covariance controlling for age, sex, and scanner type. False discovery rate (FDR) was used to correct for multiple comparisons. RESULTS: Univariate analysis revealed no significant group main effects or interactions in DTI or NODDI metrics. Fractional anisotropy and neurite density index in all tracts exhibited a significant positive association with age and mean diffusivity in all tracts exhibited a significant negative association with age in the whole sample. CONCLUSIONS: Overall, there were no significant differences between mTBI and OI groups in brain white matter microstructure from either DTI or NODDI in the seven tracts. This indicates that mTBI is associated with relatively minor white matter differences, if any, at the post-acute stage. Brain differences may evolve at later stages of injury, so longitudinal studies with long-term follow-up are needed. |
format | Online Article Text |
id | pubmed-8633364 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Elsevier |
record_format | MEDLINE/PubMed |
spelling | pubmed-86333642021-12-06 Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study Shukla, Ayushi Ware, Ashley L. Guo, Sunny Goodyear, Bradley Beauchamp, Miriam H. Zemek, Roger Craig, William Doan, Quynh Beaulieu, Christian Yeates, Keith O. Lebel, Catherine Neuroimage Clin Regular Article BACKGROUND: Pediatric mild traumatic brain injury (mTBI) affects millions of children annually. Diffusion tensor imaging (DTI) is sensitive to axonal injuries and white matter microstructure and has been used to characterize the brain changes associated with mild traumatic brain injury (mTBI). Neurite orientation dispersion and density imaging (NODDI) is a diffusion model that can provide additional insight beyond traditional DTI metrics, but has not been examined in pediatric mTBI. The goal of this study was to employ DTI and NODDI to gain added insight into white matter alterations in children with mTBI compared to children with mild orthopedic injury (OI). METHODS: Children (mTBI n = 320, OI n = 176) aged 8–16.99 years (12.39 ± 2.32 years) were recruited from emergency departments at five hospitals across Canada and underwent 3 T MRI on average 11 days post-injury. DTI and NODDI metrics were calculated for seven major white matter tracts and compared between groups using univariate analysis of covariance controlling for age, sex, and scanner type. False discovery rate (FDR) was used to correct for multiple comparisons. RESULTS: Univariate analysis revealed no significant group main effects or interactions in DTI or NODDI metrics. Fractional anisotropy and neurite density index in all tracts exhibited a significant positive association with age and mean diffusivity in all tracts exhibited a significant negative association with age in the whole sample. CONCLUSIONS: Overall, there were no significant differences between mTBI and OI groups in brain white matter microstructure from either DTI or NODDI in the seven tracts. This indicates that mTBI is associated with relatively minor white matter differences, if any, at the post-acute stage. Brain differences may evolve at later stages of injury, so longitudinal studies with long-term follow-up are needed. Elsevier 2021-11-19 /pmc/articles/PMC8633364/ /pubmed/34911193 http://dx.doi.org/10.1016/j.nicl.2021.102887 Text en © 2021 The Author(s) https://creativecommons.org/licenses/by/4.0/This is an open access article under the CC BY license (http://creativecommons.org/licenses/by/4.0/). |
spellingShingle | Regular Article Shukla, Ayushi Ware, Ashley L. Guo, Sunny Goodyear, Bradley Beauchamp, Miriam H. Zemek, Roger Craig, William Doan, Quynh Beaulieu, Christian Yeates, Keith O. Lebel, Catherine Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study |
title | Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study |
title_full | Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study |
title_fullStr | Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study |
title_full_unstemmed | Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study |
title_short | Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study |
title_sort | examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: an a-cap study |
topic | Regular Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8633364/ https://www.ncbi.nlm.nih.gov/pubmed/34911193 http://dx.doi.org/10.1016/j.nicl.2021.102887 |
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