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Plasma metabolomics profiles in rats with acute traumatic brain injury
Traumatic brain injury (TBI) is a major cause of mortality and disability worldwide. We validated the utility of plasma metabolomics analysis in the clinical diagnosis of acute TBI in a rat model of controlled cortical impact (CCI) using gas chromatography/mass spectrometry (GC/MS). Thirty Sprague-D...
Autores principales: | , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Public Library of Science
2017
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5542452/ https://www.ncbi.nlm.nih.gov/pubmed/28771528 http://dx.doi.org/10.1371/journal.pone.0182025 |
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author | Zheng, Fei Xia, Zi-An Zeng, Yi-Fu Luo, Jie-Kun Sun, Peng Cui, Han-Jin Wang, Yang Tang, Tao Zhou, Yan-Tao |
author_facet | Zheng, Fei Xia, Zi-An Zeng, Yi-Fu Luo, Jie-Kun Sun, Peng Cui, Han-Jin Wang, Yang Tang, Tao Zhou, Yan-Tao |
author_sort | Zheng, Fei |
collection | PubMed |
description | Traumatic brain injury (TBI) is a major cause of mortality and disability worldwide. We validated the utility of plasma metabolomics analysis in the clinical diagnosis of acute TBI in a rat model of controlled cortical impact (CCI) using gas chromatography/mass spectrometry (GC/MS). Thirty Sprague-Dawley rats were randomly divided into two groups of 15 rats each: the CCI group and sham group. Blood samples were obtained from the rats within the first 24 h after TBI injury. GC/MS measurements were performed to evaluate the profile of acute TBI-induced metabolic changes, resulting in the identification of 45 metabolites in plasma. Principal component analysis, partial least squares-discriminant analysis, orthogonal partial least square discriminant analysis using hierarchical clustering and univariate/multivariate analyses revealed clear differences in the plasma metabolome between the acute CCI group and the sham group. CCI induced distinctive changes in metabolites including linoleic acid metabolism, amino acid metabolism, galactose metabolism, and arachidonic acid metabolism. Specifically, the acute CCI group exhibited significant alterations in proline, phosphoric acid, β-hydroxybutyric acid, galactose, creatinine, L-valine, linoleic acid and arachidonic acid. A receiver operating characteristic curve analysis showed that the above 8 metabolites in plasma could be used as the potential biomarkers for the diagnosis of acute TBI. Furthermore, this study is the first time to identify the galactose as a biomarker candidate for acute TBI. This comprehensive metabolic analysis complements target screening for potential diagnostic biomarkers of acute TBI and enhances predictive value for the therapeutic intervention of acute TBI. |
format | Online Article Text |
id | pubmed-5542452 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2017 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-55424522017-08-12 Plasma metabolomics profiles in rats with acute traumatic brain injury Zheng, Fei Xia, Zi-An Zeng, Yi-Fu Luo, Jie-Kun Sun, Peng Cui, Han-Jin Wang, Yang Tang, Tao Zhou, Yan-Tao PLoS One Research Article Traumatic brain injury (TBI) is a major cause of mortality and disability worldwide. We validated the utility of plasma metabolomics analysis in the clinical diagnosis of acute TBI in a rat model of controlled cortical impact (CCI) using gas chromatography/mass spectrometry (GC/MS). Thirty Sprague-Dawley rats were randomly divided into two groups of 15 rats each: the CCI group and sham group. Blood samples were obtained from the rats within the first 24 h after TBI injury. GC/MS measurements were performed to evaluate the profile of acute TBI-induced metabolic changes, resulting in the identification of 45 metabolites in plasma. Principal component analysis, partial least squares-discriminant analysis, orthogonal partial least square discriminant analysis using hierarchical clustering and univariate/multivariate analyses revealed clear differences in the plasma metabolome between the acute CCI group and the sham group. CCI induced distinctive changes in metabolites including linoleic acid metabolism, amino acid metabolism, galactose metabolism, and arachidonic acid metabolism. Specifically, the acute CCI group exhibited significant alterations in proline, phosphoric acid, β-hydroxybutyric acid, galactose, creatinine, L-valine, linoleic acid and arachidonic acid. A receiver operating characteristic curve analysis showed that the above 8 metabolites in plasma could be used as the potential biomarkers for the diagnosis of acute TBI. Furthermore, this study is the first time to identify the galactose as a biomarker candidate for acute TBI. This comprehensive metabolic analysis complements target screening for potential diagnostic biomarkers of acute TBI and enhances predictive value for the therapeutic intervention of acute TBI. Public Library of Science 2017-08-03 /pmc/articles/PMC5542452/ /pubmed/28771528 http://dx.doi.org/10.1371/journal.pone.0182025 Text en © 2017 Zheng et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Zheng, Fei Xia, Zi-An Zeng, Yi-Fu Luo, Jie-Kun Sun, Peng Cui, Han-Jin Wang, Yang Tang, Tao Zhou, Yan-Tao Plasma metabolomics profiles in rats with acute traumatic brain injury |
title | Plasma metabolomics profiles in rats with acute traumatic brain injury |
title_full | Plasma metabolomics profiles in rats with acute traumatic brain injury |
title_fullStr | Plasma metabolomics profiles in rats with acute traumatic brain injury |
title_full_unstemmed | Plasma metabolomics profiles in rats with acute traumatic brain injury |
title_short | Plasma metabolomics profiles in rats with acute traumatic brain injury |
title_sort | plasma metabolomics profiles in rats with acute traumatic brain injury |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5542452/ https://www.ncbi.nlm.nih.gov/pubmed/28771528 http://dx.doi.org/10.1371/journal.pone.0182025 |
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