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Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development
Traumatic brain injury (TBI) in general has varied neuropathological consequences depending upon the intensity and biomechanics of the injury. Furthermore, in pediatric TBI, intrinsic developmental changes add further complexity, necessitating a biochemical dimension for improved TBI characterizatio...
Autores principales: | , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2019
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6509949/ https://www.ncbi.nlm.nih.gov/pubmed/31130841 http://dx.doi.org/10.3389/fnins.2019.00431 |
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author | Chitturi, Jyothsna Li, Ying Santhakumar, Vijayalakshmi Kannurpatti, Sridhar S. |
author_facet | Chitturi, Jyothsna Li, Ying Santhakumar, Vijayalakshmi Kannurpatti, Sridhar S. |
author_sort | Chitturi, Jyothsna |
collection | PubMed |
description | Traumatic brain injury (TBI) in general has varied neuropathological consequences depending upon the intensity and biomechanics of the injury. Furthermore, in pediatric TBI, intrinsic developmental changes add further complexity, necessitating a biochemical dimension for improved TBI characterization. In our earlier study investigating the subacute stage TBI metabolome (72 h post-injury) in a developmental rat model, significant ipsilateral brain biochemical changes occurred across 25 metabolite sets as determined by metabolite set enrichment analysis (MSEA). The broad metabolic perturbation was accompanied by behavioral deficits and neuronal loss across the ipsilateral hemisphere containing the injury epicenter. In order to obtain a consolidated biochemical profile of the TBI assessment, a subgrouping of the 190 identified brain metabolites was performed. Metabolites were divided into seven major subgroups: oxidative energy/mitochondrial, glycolysis/pentose phosphate pathway, fatty acid, amino acid, neurotransmitters/neuromodulators, one-carbon/folate and other metabolites. Subgroups were based on the chemical nature and association with critically altered biochemical pathways after TBI as obtained from our earlier untargeted analysis. Each metabolite subgroup extracted from the ipsilateral sham and TBI brains were modeled using multivariate partial least square discriminant analysis (PLS-DA) with the model accuracy used as a measurable index of TBI neurochemical impact. Volcano plots of each subgroup, corrected for multiple comparisons, determined the TBI neurochemical specificity. The results provide a ranked biochemical profile along with specificity of changes after developmental TBI, enabling a consolidated biochemical template for future classification of different TBI intensities and injury types in animal models. |
format | Online Article Text |
id | pubmed-6509949 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-65099492019-05-24 Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development Chitturi, Jyothsna Li, Ying Santhakumar, Vijayalakshmi Kannurpatti, Sridhar S. Front Neurosci Neuroscience Traumatic brain injury (TBI) in general has varied neuropathological consequences depending upon the intensity and biomechanics of the injury. Furthermore, in pediatric TBI, intrinsic developmental changes add further complexity, necessitating a biochemical dimension for improved TBI characterization. In our earlier study investigating the subacute stage TBI metabolome (72 h post-injury) in a developmental rat model, significant ipsilateral brain biochemical changes occurred across 25 metabolite sets as determined by metabolite set enrichment analysis (MSEA). The broad metabolic perturbation was accompanied by behavioral deficits and neuronal loss across the ipsilateral hemisphere containing the injury epicenter. In order to obtain a consolidated biochemical profile of the TBI assessment, a subgrouping of the 190 identified brain metabolites was performed. Metabolites were divided into seven major subgroups: oxidative energy/mitochondrial, glycolysis/pentose phosphate pathway, fatty acid, amino acid, neurotransmitters/neuromodulators, one-carbon/folate and other metabolites. Subgroups were based on the chemical nature and association with critically altered biochemical pathways after TBI as obtained from our earlier untargeted analysis. Each metabolite subgroup extracted from the ipsilateral sham and TBI brains were modeled using multivariate partial least square discriminant analysis (PLS-DA) with the model accuracy used as a measurable index of TBI neurochemical impact. Volcano plots of each subgroup, corrected for multiple comparisons, determined the TBI neurochemical specificity. The results provide a ranked biochemical profile along with specificity of changes after developmental TBI, enabling a consolidated biochemical template for future classification of different TBI intensities and injury types in animal models. Frontiers Media S.A. 2019-05-03 /pmc/articles/PMC6509949/ /pubmed/31130841 http://dx.doi.org/10.3389/fnins.2019.00431 Text en Copyright © 2019 Chitturi, Li, Santhakumar and Kannurpatti. 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 | Neuroscience Chitturi, Jyothsna Li, Ying Santhakumar, Vijayalakshmi Kannurpatti, Sridhar S. Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development |
title | Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development |
title_full | Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development |
title_fullStr | Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development |
title_full_unstemmed | Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development |
title_short | Consolidated Biochemical Profile of Subacute Stage Traumatic Brain Injury in Early Development |
title_sort | consolidated biochemical profile of subacute stage traumatic brain injury in early development |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6509949/ https://www.ncbi.nlm.nih.gov/pubmed/31130841 http://dx.doi.org/10.3389/fnins.2019.00431 |
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