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Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study
While neuroimaging and blood biomarker have been two of the most active areas of research in the neurotrauma community, these fields rarely intersect to delineate subconcussive brain injury. The aim of the study was to examine the association between diffusion MRI techniques [diffusion tensor imagin...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701105/ https://www.ncbi.nlm.nih.gov/pubmed/33304306 http://dx.doi.org/10.3389/fneur.2020.581781 |
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author | Kawata, Keisuke Steinfeldt, Jesse A. Huibregtse, Megan E. Nowak, Madeleine K. Macy, Jonathan T. Kercher, Kyle Rettke, Devin J. Shin, Andrea Chen, Zhongxue Ejima, Keisuke Newman, Sharlene D. Cheng, Hu |
author_facet | Kawata, Keisuke Steinfeldt, Jesse A. Huibregtse, Megan E. Nowak, Madeleine K. Macy, Jonathan T. Kercher, Kyle Rettke, Devin J. Shin, Andrea Chen, Zhongxue Ejima, Keisuke Newman, Sharlene D. Cheng, Hu |
author_sort | Kawata, Keisuke |
collection | PubMed |
description | While neuroimaging and blood biomarker have been two of the most active areas of research in the neurotrauma community, these fields rarely intersect to delineate subconcussive brain injury. The aim of the study was to examine the association between diffusion MRI techniques [diffusion tensor imaging (DTI) and neurite orientation/dispersion density imaging (NODDI)] and brain-injury blood biomarker levels [tau, neurofilament-light (NfL), glial-fibrillary-acidic-protein (GFAP)] in high-school football players at their baseline, aiming to detect cumulative neuronal damage from prior seasons. Twenty-five football players were enrolled in the study. MRI measures and blood samples were obtained during preseason data collection. The whole-brain, tract-based spatial statistics was conducted for six diffusion metrics: fractional anisotropy (FA), mean diffusivity (MD), axial/radial diffusivity (AD, RD), neurite density index (NDI), and orientation dispersion index (ODI). Five players were ineligible for MRIs, and three serum samples were excluded due to hemolysis, resulting in 17 completed set of diffusion metrics and blood biomarker levels for association analysis. Our permutation-based regression model revealed that serum tau levels were significantly associated with MD and NDI in various axonal tracts; specifically, elevated serum tau levels correlated to elevated MD (p = 0.0044) and reduced NDI (p = 0.016) in the corpus callosum and surrounding white matter tracts (e.g., longitudinal fasciculus). Additionally, there was a negative association between NfL and ODI in the focal area of the longitudinal fasciculus. Our data suggest that high school football players may develop axonal microstructural abnormality in the corpus callosum and surrounding white matter tracts, such as longitudinal fasciculus. A future study is warranted to determine the longitudinal multimodal relationship in response to repetitive exposure to sports-related head impacts. |
format | Online Article Text |
id | pubmed-7701105 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-77011052020-12-09 Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study Kawata, Keisuke Steinfeldt, Jesse A. Huibregtse, Megan E. Nowak, Madeleine K. Macy, Jonathan T. Kercher, Kyle Rettke, Devin J. Shin, Andrea Chen, Zhongxue Ejima, Keisuke Newman, Sharlene D. Cheng, Hu Front Neurol Neurology While neuroimaging and blood biomarker have been two of the most active areas of research in the neurotrauma community, these fields rarely intersect to delineate subconcussive brain injury. The aim of the study was to examine the association between diffusion MRI techniques [diffusion tensor imaging (DTI) and neurite orientation/dispersion density imaging (NODDI)] and brain-injury blood biomarker levels [tau, neurofilament-light (NfL), glial-fibrillary-acidic-protein (GFAP)] in high-school football players at their baseline, aiming to detect cumulative neuronal damage from prior seasons. Twenty-five football players were enrolled in the study. MRI measures and blood samples were obtained during preseason data collection. The whole-brain, tract-based spatial statistics was conducted for six diffusion metrics: fractional anisotropy (FA), mean diffusivity (MD), axial/radial diffusivity (AD, RD), neurite density index (NDI), and orientation dispersion index (ODI). Five players were ineligible for MRIs, and three serum samples were excluded due to hemolysis, resulting in 17 completed set of diffusion metrics and blood biomarker levels for association analysis. Our permutation-based regression model revealed that serum tau levels were significantly associated with MD and NDI in various axonal tracts; specifically, elevated serum tau levels correlated to elevated MD (p = 0.0044) and reduced NDI (p = 0.016) in the corpus callosum and surrounding white matter tracts (e.g., longitudinal fasciculus). Additionally, there was a negative association between NfL and ODI in the focal area of the longitudinal fasciculus. Our data suggest that high school football players may develop axonal microstructural abnormality in the corpus callosum and surrounding white matter tracts, such as longitudinal fasciculus. A future study is warranted to determine the longitudinal multimodal relationship in response to repetitive exposure to sports-related head impacts. Frontiers Media S.A. 2020-11-16 /pmc/articles/PMC7701105/ /pubmed/33304306 http://dx.doi.org/10.3389/fneur.2020.581781 Text en Copyright © 2020 Kawata, Steinfeldt, Huibregtse, Nowak, Macy, Kercher, Rettke, Shin, Chen, Ejima, Newman and Cheng. http://creativecommons.org/licenses/by/4.0/ This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. |
spellingShingle | Neurology Kawata, Keisuke Steinfeldt, Jesse A. Huibregtse, Megan E. Nowak, Madeleine K. Macy, Jonathan T. Kercher, Kyle Rettke, Devin J. Shin, Andrea Chen, Zhongxue Ejima, Keisuke Newman, Sharlene D. Cheng, Hu Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study |
title | Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study |
title_full | Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study |
title_fullStr | Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study |
title_full_unstemmed | Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study |
title_short | Association Between Proteomic Blood Biomarkers and DTI/NODDI Metrics in Adolescent Football Players: A Pilot Study |
title_sort | association between proteomic blood biomarkers and dti/noddi metrics in adolescent football players: a pilot study |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7701105/ https://www.ncbi.nlm.nih.gov/pubmed/33304306 http://dx.doi.org/10.3389/fneur.2020.581781 |
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