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Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium
BACKGROUND AND OBJECTIVES: To study longitudinal associations between blood-based neural biomarkers (including total tau, neurofilament light [NfL], glial fibrillary acidic protein [GFAP], and ubiquitin C-terminal hydrolase-L1) and white matter neuroimaging biomarkers in collegiate athletes with spo...
Autores principales: | , , , , , , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Lippincott Williams & Wilkins
2023
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10351550/ https://www.ncbi.nlm.nih.gov/pubmed/37328299 http://dx.doi.org/10.1212/WNL.0000000000207389 |
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author | Wu, Yu-Chien Wen, Qiuting Thukral, Rhea Yang, Ho-Ching Gill, Jessica M. Gao, Sujuan Lane, Kathleen A. Meier, Timothy B. Riggen, Larry D. Harezlak, Jaroslaw Giza, Christopher C. Goldman, Joshua Guskiewicz, Kevin M. Mihalik, Jason P. LaConte, Stephen M. Duma, Stefan M. Broglio, Steven P. Saykin, Andrew J. McAllister, Thomas Walker McCrea, Michael A. |
author_facet | Wu, Yu-Chien Wen, Qiuting Thukral, Rhea Yang, Ho-Ching Gill, Jessica M. Gao, Sujuan Lane, Kathleen A. Meier, Timothy B. Riggen, Larry D. Harezlak, Jaroslaw Giza, Christopher C. Goldman, Joshua Guskiewicz, Kevin M. Mihalik, Jason P. LaConte, Stephen M. Duma, Stefan M. Broglio, Steven P. Saykin, Andrew J. McAllister, Thomas Walker McCrea, Michael A. |
author_sort | Wu, Yu-Chien |
collection | PubMed |
description | BACKGROUND AND OBJECTIVES: To study longitudinal associations between blood-based neural biomarkers (including total tau, neurofilament light [NfL], glial fibrillary acidic protein [GFAP], and ubiquitin C-terminal hydrolase-L1) and white matter neuroimaging biomarkers in collegiate athletes with sport-related concussion (SRC) from 24 hours postinjury to 1 week after return to play. METHODS: We analyzed clinical and imaging data of concussed collegiate athletes in the Concussion Assessment, Research, and Education (CARE) Consortium. The CARE participants completed same-day clinical assessments, blood draws, and diffusion tensor imaging (DTI) at 3 time points: 24–48 hours postinjury, point of becoming asymptomatic, and 7 days after return to play. DTI probabilistic tractography was performed for each participant at each time point to render 27 participant-specific major white matter tracts. The microstructural organization of these tracts was characterized by 4 DTI metrics. Mixed-effects models with random intercepts were applied to test whether white matter microstructural abnormalities are associated with the blood-based biomarkers at the same time point. An interaction model was used to test whether the association varies across time points. A lagged model was used to test whether early blood-based biomarkers predict later microstructural changes. RESULTS: Data from 77 collegiate athletes were included in the following analyses. Among the 4 blood-based biomarkers, total tau had significant associations with the DTI metrics across the 3 time points. In particular, high tau level was associated with high radial diffusivity (RD) in the right corticospinal tract (β = 0.25, SE = 0.07, p(FDR-adjusted) = 0.016) and superior thalamic radiation (β = 0.21, SE = 0.07, p(FDR-adjusted) = 0.042). NfL and GFAP had time-dependent associations with the DTI metrics. NfL showed significant associations only at the asymptomatic time point (|β|s > 0.12, SEs <0.09, ps(FDR-adjusted) < 0.05) and GFAP showed a significant association only at 7 days after return to play (βs > 0.14, SEs <0.06, ps(FDR-adjusted) < 0.05). The p values for the associations of early tau and later RD were not significant after multiple comparison adjustment, but were less than 0.1 in 7 white matter tracts. DISCUSSION: This prospective study using data from the CARE Consortium demonstrated that in the early phase of SRC, white matter microstructural integrity detected by DTI neuroimaging was associated with elevated levels of blood-based biomarkers of traumatic brain injury. Total tau in the blood showed the strongest association with white matter microstructural changes. |
format | Online Article Text |
id | pubmed-10351550 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Lippincott Williams & Wilkins |
record_format | MEDLINE/PubMed |
spelling | pubmed-103515502023-07-18 Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium Wu, Yu-Chien Wen, Qiuting Thukral, Rhea Yang, Ho-Ching Gill, Jessica M. Gao, Sujuan Lane, Kathleen A. Meier, Timothy B. Riggen, Larry D. Harezlak, Jaroslaw Giza, Christopher C. Goldman, Joshua Guskiewicz, Kevin M. Mihalik, Jason P. LaConte, Stephen M. Duma, Stefan M. Broglio, Steven P. Saykin, Andrew J. McAllister, Thomas Walker McCrea, Michael A. Neurology Research Article BACKGROUND AND OBJECTIVES: To study longitudinal associations between blood-based neural biomarkers (including total tau, neurofilament light [NfL], glial fibrillary acidic protein [GFAP], and ubiquitin C-terminal hydrolase-L1) and white matter neuroimaging biomarkers in collegiate athletes with sport-related concussion (SRC) from 24 hours postinjury to 1 week after return to play. METHODS: We analyzed clinical and imaging data of concussed collegiate athletes in the Concussion Assessment, Research, and Education (CARE) Consortium. The CARE participants completed same-day clinical assessments, blood draws, and diffusion tensor imaging (DTI) at 3 time points: 24–48 hours postinjury, point of becoming asymptomatic, and 7 days after return to play. DTI probabilistic tractography was performed for each participant at each time point to render 27 participant-specific major white matter tracts. The microstructural organization of these tracts was characterized by 4 DTI metrics. Mixed-effects models with random intercepts were applied to test whether white matter microstructural abnormalities are associated with the blood-based biomarkers at the same time point. An interaction model was used to test whether the association varies across time points. A lagged model was used to test whether early blood-based biomarkers predict later microstructural changes. RESULTS: Data from 77 collegiate athletes were included in the following analyses. Among the 4 blood-based biomarkers, total tau had significant associations with the DTI metrics across the 3 time points. In particular, high tau level was associated with high radial diffusivity (RD) in the right corticospinal tract (β = 0.25, SE = 0.07, p(FDR-adjusted) = 0.016) and superior thalamic radiation (β = 0.21, SE = 0.07, p(FDR-adjusted) = 0.042). NfL and GFAP had time-dependent associations with the DTI metrics. NfL showed significant associations only at the asymptomatic time point (|β|s > 0.12, SEs <0.09, ps(FDR-adjusted) < 0.05) and GFAP showed a significant association only at 7 days after return to play (βs > 0.14, SEs <0.06, ps(FDR-adjusted) < 0.05). The p values for the associations of early tau and later RD were not significant after multiple comparison adjustment, but were less than 0.1 in 7 white matter tracts. DISCUSSION: This prospective study using data from the CARE Consortium demonstrated that in the early phase of SRC, white matter microstructural integrity detected by DTI neuroimaging was associated with elevated levels of blood-based biomarkers of traumatic brain injury. Total tau in the blood showed the strongest association with white matter microstructural changes. Lippincott Williams & Wilkins 2023-07-11 /pmc/articles/PMC10351550/ /pubmed/37328299 http://dx.doi.org/10.1212/WNL.0000000000207389 Text en Copyright © 2023 The Author(s). Published by Wolters Kluwer Health, Inc. on behalf of the American Academy of Neurology. https://creativecommons.org/licenses/by-nc-nd/4.0/This is an open access article distributed under the terms of the Creative Commons Attribution-NonCommercial-NoDerivatives License 4.0 (CC BY-NC-ND) (https://creativecommons.org/licenses/by-nc-nd/4.0/) , which permits downloading and sharing the work provided it is properly cited. The work cannot be changed in any way or used commercially without permission from the journal. |
spellingShingle | Research Article Wu, Yu-Chien Wen, Qiuting Thukral, Rhea Yang, Ho-Ching Gill, Jessica M. Gao, Sujuan Lane, Kathleen A. Meier, Timothy B. Riggen, Larry D. Harezlak, Jaroslaw Giza, Christopher C. Goldman, Joshua Guskiewicz, Kevin M. Mihalik, Jason P. LaConte, Stephen M. Duma, Stefan M. Broglio, Steven P. Saykin, Andrew J. McAllister, Thomas Walker McCrea, Michael A. Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium |
title | Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium |
title_full | Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium |
title_fullStr | Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium |
title_full_unstemmed | Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium |
title_short | Longitudinal Associations Between Blood Biomarkers and White Matter MRI in Sport-Related Concussion: A Study of the NCAA-DoD CARE Consortium |
title_sort | longitudinal associations between blood biomarkers and white matter mri in sport-related concussion: a study of the ncaa-dod care consortium |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10351550/ https://www.ncbi.nlm.nih.gov/pubmed/37328299 http://dx.doi.org/10.1212/WNL.0000000000207389 |
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