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Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury

Suffering an acute spinal cord injury (SCI) can result in catastrophic physical and emotional loss. Efforts to translate novel therapies in acute clinical trials are impeded by the SCI community’s singular dependence upon functional outcome measures. Therefore, a compelling rationale exists to estab...

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Autores principales: Wu, Yiman, Streijger, Femke, Wang, Yining, Lin, Guohui, Christie, Sean, Mac-Thiong, Jean-Marc, Parent, Stefan, Bailey, Christopher S., Paquette, Scott, Boyd, Michael C., Ailon, Tamir, Street, John, Fisher, Charles G., Dvorak, Marcel F., Kwon, Brian K., Li, Liang
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Nature Publishing Group 2016
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5155264/
https://www.ncbi.nlm.nih.gov/pubmed/27966539
http://dx.doi.org/10.1038/srep38718
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author Wu, Yiman
Streijger, Femke
Wang, Yining
Lin, Guohui
Christie, Sean
Mac-Thiong, Jean-Marc
Parent, Stefan
Bailey, Christopher S.
Paquette, Scott
Boyd, Michael C.
Ailon, Tamir
Street, John
Fisher, Charles G.
Dvorak, Marcel F.
Kwon, Brian K.
Li, Liang
author_facet Wu, Yiman
Streijger, Femke
Wang, Yining
Lin, Guohui
Christie, Sean
Mac-Thiong, Jean-Marc
Parent, Stefan
Bailey, Christopher S.
Paquette, Scott
Boyd, Michael C.
Ailon, Tamir
Street, John
Fisher, Charles G.
Dvorak, Marcel F.
Kwon, Brian K.
Li, Liang
author_sort Wu, Yiman
collection PubMed
description Suffering an acute spinal cord injury (SCI) can result in catastrophic physical and emotional loss. Efforts to translate novel therapies in acute clinical trials are impeded by the SCI community’s singular dependence upon functional outcome measures. Therefore, a compelling rationale exists to establish neurochemical biomarkers for the objective classification of injury severity. In this study, CSF and serum samples were obtained at 3 time points (~24, 48, and 72 hours post-injury) from 30 acute SCI patients (10 AIS A, 12 AIS B, and 8 AIS C). A differential chemical isotope labeling liquid chromatography mass spectrometry (CIL LC-MS) with a universal metabolome standard (UMS) was applied to the metabolomic profiling of these samples. This method provided enhanced detection of the amine- and phenol-containing submetabolome. Metabolic pathway analysis revealed dysregulations in arginine-proline metabolism following SCI. Six CSF metabolites were identified as potential biomarkers of baseline injury severity, and good classification performance (AUC > 0.869) was achieved by using combinations of these metabolites in pair-wise comparisons of AIS A, B and C patients. Using the UMS strategy, the current data set can be expanded to a larger cohort for biomarker validation, as well as discovering biomarkers for predicting neurologic outcome.
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spelling pubmed-51552642016-12-28 Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury Wu, Yiman Streijger, Femke Wang, Yining Lin, Guohui Christie, Sean Mac-Thiong, Jean-Marc Parent, Stefan Bailey, Christopher S. Paquette, Scott Boyd, Michael C. Ailon, Tamir Street, John Fisher, Charles G. Dvorak, Marcel F. Kwon, Brian K. Li, Liang Sci Rep Article Suffering an acute spinal cord injury (SCI) can result in catastrophic physical and emotional loss. Efforts to translate novel therapies in acute clinical trials are impeded by the SCI community’s singular dependence upon functional outcome measures. Therefore, a compelling rationale exists to establish neurochemical biomarkers for the objective classification of injury severity. In this study, CSF and serum samples were obtained at 3 time points (~24, 48, and 72 hours post-injury) from 30 acute SCI patients (10 AIS A, 12 AIS B, and 8 AIS C). A differential chemical isotope labeling liquid chromatography mass spectrometry (CIL LC-MS) with a universal metabolome standard (UMS) was applied to the metabolomic profiling of these samples. This method provided enhanced detection of the amine- and phenol-containing submetabolome. Metabolic pathway analysis revealed dysregulations in arginine-proline metabolism following SCI. Six CSF metabolites were identified as potential biomarkers of baseline injury severity, and good classification performance (AUC > 0.869) was achieved by using combinations of these metabolites in pair-wise comparisons of AIS A, B and C patients. Using the UMS strategy, the current data set can be expanded to a larger cohort for biomarker validation, as well as discovering biomarkers for predicting neurologic outcome. Nature Publishing Group 2016-12-14 /pmc/articles/PMC5155264/ /pubmed/27966539 http://dx.doi.org/10.1038/srep38718 Text en Copyright © 2016, The Author(s) http://creativecommons.org/licenses/by/4.0/ This work is licensed under a Creative Commons Attribution 4.0 International License. The images or other third party material in this article are included in the article’s Creative Commons license, unless indicated otherwise in the credit line; if the material is not included under the Creative Commons license, users will need to obtain permission from the license holder to reproduce the material. To view a copy of this license, visit http://creativecommons.org/licenses/by/4.0/
spellingShingle Article
Wu, Yiman
Streijger, Femke
Wang, Yining
Lin, Guohui
Christie, Sean
Mac-Thiong, Jean-Marc
Parent, Stefan
Bailey, Christopher S.
Paquette, Scott
Boyd, Michael C.
Ailon, Tamir
Street, John
Fisher, Charles G.
Dvorak, Marcel F.
Kwon, Brian K.
Li, Liang
Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury
title Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury
title_full Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury
title_fullStr Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury
title_full_unstemmed Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury
title_short Parallel Metabolomic Profiling of Cerebrospinal Fluid and Serum for Identifying Biomarkers of Injury Severity after Acute Human Spinal Cord Injury
title_sort parallel metabolomic profiling of cerebrospinal fluid and serum for identifying biomarkers of injury severity after acute human spinal cord injury
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5155264/
https://www.ncbi.nlm.nih.gov/pubmed/27966539
http://dx.doi.org/10.1038/srep38718
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