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Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children

INTRODUCTION: Mild traumatic brain injury (TBI) is a global public health concern that affects millions of children annually. Mild TBI tends to result in subtle and diffuse alterations in brain tissue, which challenges accurate clinical detection and prognostication. Diffusion tensor imaging (DTI) h...

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Autores principales: Ware, Ashley L., Shukla, Ayushi, Goodrich-Hunsaker, Naomi J., Lebel, Catherine, Wilde, Elisabeth A., Abildskov, Tracy J., Bigler, Erin D., Cohen, Daniel M., Mihalov, Leslie K., Bacevice, Ann, Bangert, Barbara A., Taylor, H. Gerry, Yeates, Keith O.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6940617/
https://www.ncbi.nlm.nih.gov/pubmed/31896466
http://dx.doi.org/10.1016/j.nicl.2019.102106
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author Ware, Ashley L.
Shukla, Ayushi
Goodrich-Hunsaker, Naomi J.
Lebel, Catherine
Wilde, Elisabeth A.
Abildskov, Tracy J.
Bigler, Erin D.
Cohen, Daniel M.
Mihalov, Leslie K.
Bacevice, Ann
Bangert, Barbara A.
Taylor, H. Gerry
Yeates, Keith O.
author_facet Ware, Ashley L.
Shukla, Ayushi
Goodrich-Hunsaker, Naomi J.
Lebel, Catherine
Wilde, Elisabeth A.
Abildskov, Tracy J.
Bigler, Erin D.
Cohen, Daniel M.
Mihalov, Leslie K.
Bacevice, Ann
Bangert, Barbara A.
Taylor, H. Gerry
Yeates, Keith O.
author_sort Ware, Ashley L.
collection PubMed
description INTRODUCTION: Mild traumatic brain injury (TBI) is a global public health concern that affects millions of children annually. Mild TBI tends to result in subtle and diffuse alterations in brain tissue, which challenges accurate clinical detection and prognostication. Diffusion tensor imaging (DTI) holds promise as a diagnostic and prognostic tool, but little research has examined DTI in post-acute mild TBI. The current study compared post-acute white matter microstructure in children with mild TBI versus those with mild orthopedic injury (OI), and examined whether post-acute DTI metrics can predict post-acute and chronic post-concussive symptoms (PCS). MATERIALS AND METHODS: Children aged 8–16.99 years with mild TBI (n = 132) or OI (n = 69) were recruited at emergency department visits to two children's hospitals, during which parents rated children's pre-injury symptoms retrospectively. Children completed a post-acute (<2 weeks post-injury) assessment, which included a 3T MRI, and 3- and 6-month post-injury assessments. Parents and children rated PCS at each assessment. Mean diffusivity (MD) and fractional anisotropy (FA) were derived from diffusion-weighted MRI using Automatic Fiber Quantification software. Multiple multivariable linear and negative binomial regression models were used to test study aims, with False Discovery Rate (FDR) correction for multiple comparisons. RESULTS: No significant group differences were found in any of the 20 white matter tracts after FDR correction. DTI metrics varied by age and sex, and site was a significant covariate. No interactions involving group, age, and sex were significant. DTI metrics in several tracts robustly predicted PCS ratings at 3- and 6-months post-injury, but only corpus callosum genu MD was significantly associated with post-acute PCS after FDR correction. Significant group by DTI metric interactions on chronic PCS ratings indicated that left cingulum hippocampus and thalamic radiation MD was positively associated with 3-month PCS in the OI group, but not in the mild TBI group. CONCLUSIONS: Post-acute white matter microstructure did not differ for children with mild TBI versus OI after correcting for multiple comparisons, but was predictive of post-acute and chronic PCS in both injury groups. These findings support the potential prognostic utility of this advanced DTI technique.
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spelling pubmed-69406172020-01-06 Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children Ware, Ashley L. Shukla, Ayushi Goodrich-Hunsaker, Naomi J. Lebel, Catherine Wilde, Elisabeth A. Abildskov, Tracy J. Bigler, Erin D. Cohen, Daniel M. Mihalov, Leslie K. Bacevice, Ann Bangert, Barbara A. Taylor, H. Gerry Yeates, Keith O. Neuroimage Clin Regular Article INTRODUCTION: Mild traumatic brain injury (TBI) is a global public health concern that affects millions of children annually. Mild TBI tends to result in subtle and diffuse alterations in brain tissue, which challenges accurate clinical detection and prognostication. Diffusion tensor imaging (DTI) holds promise as a diagnostic and prognostic tool, but little research has examined DTI in post-acute mild TBI. The current study compared post-acute white matter microstructure in children with mild TBI versus those with mild orthopedic injury (OI), and examined whether post-acute DTI metrics can predict post-acute and chronic post-concussive symptoms (PCS). MATERIALS AND METHODS: Children aged 8–16.99 years with mild TBI (n = 132) or OI (n = 69) were recruited at emergency department visits to two children's hospitals, during which parents rated children's pre-injury symptoms retrospectively. Children completed a post-acute (<2 weeks post-injury) assessment, which included a 3T MRI, and 3- and 6-month post-injury assessments. Parents and children rated PCS at each assessment. Mean diffusivity (MD) and fractional anisotropy (FA) were derived from diffusion-weighted MRI using Automatic Fiber Quantification software. Multiple multivariable linear and negative binomial regression models were used to test study aims, with False Discovery Rate (FDR) correction for multiple comparisons. RESULTS: No significant group differences were found in any of the 20 white matter tracts after FDR correction. DTI metrics varied by age and sex, and site was a significant covariate. No interactions involving group, age, and sex were significant. DTI metrics in several tracts robustly predicted PCS ratings at 3- and 6-months post-injury, but only corpus callosum genu MD was significantly associated with post-acute PCS after FDR correction. Significant group by DTI metric interactions on chronic PCS ratings indicated that left cingulum hippocampus and thalamic radiation MD was positively associated with 3-month PCS in the OI group, but not in the mild TBI group. CONCLUSIONS: Post-acute white matter microstructure did not differ for children with mild TBI versus OI after correcting for multiple comparisons, but was predictive of post-acute and chronic PCS in both injury groups. These findings support the potential prognostic utility of this advanced DTI technique. Elsevier 2019-12-13 /pmc/articles/PMC6940617/ /pubmed/31896466 http://dx.doi.org/10.1016/j.nicl.2019.102106 Text en © 2019 The Author(s) http://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/).
spellingShingle Regular Article
Ware, Ashley L.
Shukla, Ayushi
Goodrich-Hunsaker, Naomi J.
Lebel, Catherine
Wilde, Elisabeth A.
Abildskov, Tracy J.
Bigler, Erin D.
Cohen, Daniel M.
Mihalov, Leslie K.
Bacevice, Ann
Bangert, Barbara A.
Taylor, H. Gerry
Yeates, Keith O.
Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
title Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
title_full Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
title_fullStr Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
title_full_unstemmed Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
title_short Post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
title_sort post-acute white matter microstructure predicts post-acute and chronic post-concussive symptom severity following mild traumatic brain injury in children
topic Regular Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6940617/
https://www.ncbi.nlm.nih.gov/pubmed/31896466
http://dx.doi.org/10.1016/j.nicl.2019.102106
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