Bykowski, Elani A. and Petersson, Jamie N. and Dukelow, Sean P. and Ho, Chester and Debert, Chantel T. and Montina, Tony and Metz, Gerlinde A. S. (2024) Blood-Derived Metabolic Signatures as Biomarkers of Injury Severity in Traumatic Brain Injury: A Pilot Study. Metabolites, 14 (2). p. 105. ISSN 2218-1989
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Abstract
Metabolomic biomarkers hold promise in aiding the diagnosis and prognostication of traumatic brain injury. In Canada, over 165,000 individuals annually suffer from a traumatic brain injury (TBI), making it one of the most prevalent neurological conditions. In this pilot investigation, we examined blood-derived biomarkers as proxy measures that can provide an objective approach to TBI diagnosis and monitoring. Using a 1H nuclear magnetic resonance (NMR)-based quantitative metabolic profiling approach, this study determined whether (1) blood-derived metabolites change during recovery in male participants with mild to severe TBI; (2) biological pathway analysis reflects mechanisms that mediate neural damage/repair throughout TBI recovery; and (3) changes in metabolites correlate to initial injury severity. Eight male participants with mild to severe TBI (with intracranial lesions) provided morning blood samples within 1–4 days and again 6 months post-TBI. Following NMR analysis, the samples were subjected to multivariate statistical and machine learning-based analyses. Statistical modelling displayed metabolic changes during recovery through group separation, and eight significant metabolic pathways were affected by TBI. Metabolic changes were correlated to injury severity. L-alanine (R= −0.63, p < 0.01) displayed a negative relationship with the Glasgow Coma Scale. This study provides pilot data to support the feasibility of using blood-derived metabolites to better understand changes in biochemistry following TBI.
Item Type: | Article |
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Subjects: | GO for ARCHIVE > Multidisciplinary |
Depositing User: | Unnamed user with email support@goforarchive.com |
Date Deposited: | 03 Feb 2024 11:04 |
Last Modified: | 03 Feb 2024 11:04 |
URI: | http://eprints.go4mailburst.com/id/eprint/2123 |