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FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot
The guiding principle for data stewardship dictates that data be FAIR: findable, accessible, interoperable, and reusable. Data reuse allows researchers to probe data that may have been originally collected for other scientific purposes in order to gain novel insights. The current study reuses the Tr...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595404/ https://www.ncbi.nlm.nih.gov/pubmed/34803899 http://dx.doi.org/10.3389/fneur.2021.768735 |
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author | Huie, J. Russell Chou, Austin Torres-Espin, Abel Nielson, Jessica L. Yuh, Esther L. Gardner, Raquel C. Diaz-Arrastia, Ramon Manley, Geoff T. Ferguson, Adam R. |
author_facet | Huie, J. Russell Chou, Austin Torres-Espin, Abel Nielson, Jessica L. Yuh, Esther L. Gardner, Raquel C. Diaz-Arrastia, Ramon Manley, Geoff T. Ferguson, Adam R. |
author_sort | Huie, J. Russell |
collection | PubMed |
description | The guiding principle for data stewardship dictates that data be FAIR: findable, accessible, interoperable, and reusable. Data reuse allows researchers to probe data that may have been originally collected for other scientific purposes in order to gain novel insights. The current study reuses the Transforming Research and Clinical Knowledge for Traumatic Brain Injury (TRACK-TBI) Pilot dataset to build upon prior findings and ask new scientific questions. Specifically, we have previously used a multivariate analytics approach to multianalyte serum protein data from the TRACK-TBI Pilot dataset to show that an inflammatory ensemble of biomarkers can predict functional outcome at 3 and 6 months post-TBI. We and others have shown that there are quantitative and qualitative changes in inflammation that come with age, but little is known about how this interaction affects recovery from TBI. Here we replicate the prior proteomics findings with improved missing value analyses and non-linear principal component analysis and then expand upon this work to determine whether age moderates the effect of inflammation on recovery. We show that increased age correlates with worse functional recovery on the Glasgow Outcome Scale-Extended (GOS-E) as well as increased inflammatory signature. We then explore the interaction between age and inflammation on recovery, which suggests that inflammation has a more detrimental effect on recovery for older TBI patients. |
format | Online Article Text |
id | pubmed-8595404 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-85954042021-11-18 FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot Huie, J. Russell Chou, Austin Torres-Espin, Abel Nielson, Jessica L. Yuh, Esther L. Gardner, Raquel C. Diaz-Arrastia, Ramon Manley, Geoff T. Ferguson, Adam R. Front Neurol Neurology The guiding principle for data stewardship dictates that data be FAIR: findable, accessible, interoperable, and reusable. Data reuse allows researchers to probe data that may have been originally collected for other scientific purposes in order to gain novel insights. The current study reuses the Transforming Research and Clinical Knowledge for Traumatic Brain Injury (TRACK-TBI) Pilot dataset to build upon prior findings and ask new scientific questions. Specifically, we have previously used a multivariate analytics approach to multianalyte serum protein data from the TRACK-TBI Pilot dataset to show that an inflammatory ensemble of biomarkers can predict functional outcome at 3 and 6 months post-TBI. We and others have shown that there are quantitative and qualitative changes in inflammation that come with age, but little is known about how this interaction affects recovery from TBI. Here we replicate the prior proteomics findings with improved missing value analyses and non-linear principal component analysis and then expand upon this work to determine whether age moderates the effect of inflammation on recovery. We show that increased age correlates with worse functional recovery on the Glasgow Outcome Scale-Extended (GOS-E) as well as increased inflammatory signature. We then explore the interaction between age and inflammation on recovery, which suggests that inflammation has a more detrimental effect on recovery for older TBI patients. Frontiers Media S.A. 2021-11-03 /pmc/articles/PMC8595404/ /pubmed/34803899 http://dx.doi.org/10.3389/fneur.2021.768735 Text en Copyright © 2021 Huie, Chou, Torres-Espin, Nielson, Yuh, Gardner, Diaz-Arrastia, Manley, Ferguson and the TRACK-TBI Investigators. https://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 Huie, J. Russell Chou, Austin Torres-Espin, Abel Nielson, Jessica L. Yuh, Esther L. Gardner, Raquel C. Diaz-Arrastia, Ramon Manley, Geoff T. Ferguson, Adam R. FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot |
title | FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot |
title_full | FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot |
title_fullStr | FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot |
title_full_unstemmed | FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot |
title_short | FAIR Data Reuse in Traumatic Brain Injury: Exploring Inflammation and Age as Moderators of Recovery in the TRACK-TBI Pilot |
title_sort | fair data reuse in traumatic brain injury: exploring inflammation and age as moderators of recovery in the track-tbi pilot |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8595404/ https://www.ncbi.nlm.nih.gov/pubmed/34803899 http://dx.doi.org/10.3389/fneur.2021.768735 |
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