Association of sub-acute changes in plasma amino acid levels with long-term brain pathologies in a rat model of moderate-severe traumatic brain injury
- PMID: 36685246
- PMCID: PMC9853432
- DOI: 10.3389/fnins.2022.1014081
Association of sub-acute changes in plasma amino acid levels with long-term brain pathologies in a rat model of moderate-severe traumatic brain injury
Abstract
Introduction: Traumatic brain injury (TBI) induces a cascade of cellular alterations that are responsible for evolving secondary brain injuries. Changes in brain structure and function after TBI may occur in concert with dysbiosis and altered amino acid fermentation in the gut. Therefore, we hypothesized that subacute plasma amino acid levels could predict long-term microstructural outcomes as quantified using neurite orientation dispersion and density imaging (NODDI).
Methods: Fourteen 8-10-week-old male rats were randomly assigned either to sham (n = 6) or a single moderate-severe TBI (n = 8) procedure targeting the primary somatosensory cortex. Venous blood samples were collected at days one, three, seven, and 60 post-procedure and NODDI imaging were carried out at day 60. Principal Component Regression analysis was used to identify time dependent plasma amino acid concentrations after in the subacute phase post-injury that predicted NODDI metric outcomes at day 60.
Results: The TBI group had significantly increased plasma levels of glutamine, arginine, alanine, proline, tyrosine, valine, isoleucine, leucine, and phenylalanine at days three-seven post-injury. Higher levels of several neuroprotective amino acids, especially the branched-chain amino acids (valine, isoleucine, leucine) and phenylalanine, as well as serine, arginine, and asparagine at days three-seven post-injury were also associated with lower isotropic diffusion volume fraction measures in the ventricles and thus lesser ventricular dilation at day 60.
Discussion: In the first such study, we examined the relationship between the long-term post-TBI microstructural outcomes across whole brain and the subacute changes in plasma amino acid concentrations. At days three to seven post-injury, we observed that increased plasma levels of several amino acids, particularly the branched-chain amino acids and phenylalanine, were associated with lesser degrees of ventriculomegaly and hydrocephalus TBI neuropathology at day 60 post-injury. The results imply that altered amino acid fermentation in the gut may mediate neuroprotection in the aftermath of TBI.
Keywords: amino acids; brain microstructure; diffusion magnetic resonance imaging; neurite orientation dispersion and density imaging (NODDI); traumatic brain injury.
Copyright © 2023 To, Mohamed, Cumming and Nasrallah.
Conflict of interest statement
The authors declare that the research was conducted in the absence of any commercial or financial relationships that could be construed as a potential conflict of interest.
Figures



Similar articles
-
Subacute cytokine changes after a traumatic brain injury predict chronic brain microstructural alterations on advanced diffusion imaging in the male rat.Brain Behav Immun. 2022 May;102:137-150. doi: 10.1016/j.bbi.2022.02.017. Epub 2022 Feb 17. Brain Behav Immun. 2022. PMID: 35183698
-
Changes in plasma phenylalanine, isoleucine, leucine, and valine are associated with significant changes in intracranial pressure and jugular venous oxygen saturation in patients with severe traumatic brain injury.Amino Acids. 2012 Sep;43(3):1287-96. doi: 10.1007/s00726-011-1202-x. Epub 2011 Dec 22. Amino Acids. 2012. PMID: 22189890
-
Diabetes and branched-chain amino acids: What is the link?J Diabetes. 2018 May;10(5):350-352. doi: 10.1111/1753-0407.12645. Epub 2018 Feb 13. J Diabetes. 2018. PMID: 29369529
-
Severity of experimental traumatic brain injury modulates changes in concentrations of cerebral free amino acids.J Cell Mol Med. 2017 Mar;21(3):530-542. doi: 10.1111/jcmm.12998. Epub 2016 Oct 3. J Cell Mol Med. 2017. PMID: 27696676 Free PMC article.
-
Examining brain white matter after pediatric mild traumatic brain injury using neurite orientation dispersion and density imaging: An A-CAP study.Neuroimage Clin. 2021;32:102887. doi: 10.1016/j.nicl.2021.102887. Epub 2021 Nov 19. Neuroimage Clin. 2021. PMID: 34911193 Free PMC article.
Cited by
-
Metabolomic in severe traumatic brain injury: exploring primary, secondary injuries, diagnosis, and severity.Crit Care. 2025 Jan 15;29(1):26. doi: 10.1186/s13054-025-05258-1. Crit Care. 2025. PMID: 39815318 Free PMC article.
References
-
- Alves W. M., Marshall L. F. (2006). “Traumatic Brain Injury,” in Handbook of neuroemergency clinical trials, (Amsterdam: Elsevier; ), 61–79. 10.1016/B978-012648082-5/50007-1 - DOI
-
- Anderson M. J., Robinson J. (2001). Permutation tests for linear models. Aust. N Z J. Stat. 43 75–88. 10.1111/1467-842X.00156 - DOI
-
- Aquilani R., Boselli M., Boschi F., Viglio S., Iadarola P., Dossena M., et al. (2008). Branched-chain amino acids may improve recovery from a vegetative or minimally conscious state in patients with traumatic brain injury: A pilot study. Arch. Phys. Med. Rehabil. 89 1642–1647. 10.1016/j.apmr.2008.02.023 - DOI - PubMed