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A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts
Military Breachers and Range Staff (MBRS) are subjected to repeated sub-concussive blasts, and they often report symptoms that are consistent with a mild traumatic brain injury (mTBI). Biomarkers of blast injury would potentially aid blast injury diagnosis, surveillance and avoidance. Our objective...
Autores principales: | , , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021419/ https://www.ncbi.nlm.nih.gov/pubmed/35463119 http://dx.doi.org/10.3389/fneur.2022.831792 |
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author | Miller, Michael R. DiBattista, Alicia Patel, Maitray A. Daley, Mark Tenn, Catherine Nakashima, Ann Rhind, Shawn G. Vartanian, Oshin Shiu, Maria Y. Caddy, Norleen Garrett, Michelle Saunders, Doug Smith, Ingrid Jetly, Rakesh Fraser, Douglas D. |
author_facet | Miller, Michael R. DiBattista, Alicia Patel, Maitray A. Daley, Mark Tenn, Catherine Nakashima, Ann Rhind, Shawn G. Vartanian, Oshin Shiu, Maria Y. Caddy, Norleen Garrett, Michelle Saunders, Doug Smith, Ingrid Jetly, Rakesh Fraser, Douglas D. |
author_sort | Miller, Michael R. |
collection | PubMed |
description | Military Breachers and Range Staff (MBRS) are subjected to repeated sub-concussive blasts, and they often report symptoms that are consistent with a mild traumatic brain injury (mTBI). Biomarkers of blast injury would potentially aid blast injury diagnosis, surveillance and avoidance. Our objective was to identify plasma metabolite biomarkers in military personnel that were exposed to repeated low-level or sub-concussive blast overpressure. A total of 37 military members were enrolled (18 MBRS and 19 controls), with MBRS having participated in 8–20 breaching courses per year, with a maximum exposure of 6 blasts per day. The two cohorts were similar except that the number of blast exposures were significantly higher in the MBRS, and the MBRS cohort suffered significantly more post-concussive symptoms and poorer health on assessment. Metabolomics profiling demonstrated significant differences between groups with 74% MBRS classification accuracy (CA). Feature reduction identified 6 metabolites that resulted in a MBRS CA of 98%, and included acetic acid (23.7%), formate (22.6%), creatine (14.8%), acetone (14.2%), methanol (12,7%), and glutamic acid (12.0%). All 6 metabolites were examined with individual receiver operating characteristic (ROC) curve analyses and demonstrated areas-under-the-curve (AUCs) of 0.82–0.91 (P ≤ 0.001) for MBRS status. Several parsimonious combinations of three metabolites increased accuracy of ROC curve analyses to AUCs of 1.00 (P < 0.001), while a combination of volatile organic compounds (VOCs; acetic acid, acetone and methanol) yielded an AUC of 0.98 (P < 0.001). Candidate biomarkers for chronic blast exposure were identified, and if validated in a larger cohort, may aid surveillance and care of military personnel. Future point-of-care screening could be developed that measures VOCs from breath, with definitive diagnoses confirmed with plasma metabolomics profiling. |
format | Online Article Text |
id | pubmed-9021419 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-90214192022-04-22 A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts Miller, Michael R. DiBattista, Alicia Patel, Maitray A. Daley, Mark Tenn, Catherine Nakashima, Ann Rhind, Shawn G. Vartanian, Oshin Shiu, Maria Y. Caddy, Norleen Garrett, Michelle Saunders, Doug Smith, Ingrid Jetly, Rakesh Fraser, Douglas D. Front Neurol Neurology Military Breachers and Range Staff (MBRS) are subjected to repeated sub-concussive blasts, and they often report symptoms that are consistent with a mild traumatic brain injury (mTBI). Biomarkers of blast injury would potentially aid blast injury diagnosis, surveillance and avoidance. Our objective was to identify plasma metabolite biomarkers in military personnel that were exposed to repeated low-level or sub-concussive blast overpressure. A total of 37 military members were enrolled (18 MBRS and 19 controls), with MBRS having participated in 8–20 breaching courses per year, with a maximum exposure of 6 blasts per day. The two cohorts were similar except that the number of blast exposures were significantly higher in the MBRS, and the MBRS cohort suffered significantly more post-concussive symptoms and poorer health on assessment. Metabolomics profiling demonstrated significant differences between groups with 74% MBRS classification accuracy (CA). Feature reduction identified 6 metabolites that resulted in a MBRS CA of 98%, and included acetic acid (23.7%), formate (22.6%), creatine (14.8%), acetone (14.2%), methanol (12,7%), and glutamic acid (12.0%). All 6 metabolites were examined with individual receiver operating characteristic (ROC) curve analyses and demonstrated areas-under-the-curve (AUCs) of 0.82–0.91 (P ≤ 0.001) for MBRS status. Several parsimonious combinations of three metabolites increased accuracy of ROC curve analyses to AUCs of 1.00 (P < 0.001), while a combination of volatile organic compounds (VOCs; acetic acid, acetone and methanol) yielded an AUC of 0.98 (P < 0.001). Candidate biomarkers for chronic blast exposure were identified, and if validated in a larger cohort, may aid surveillance and care of military personnel. Future point-of-care screening could be developed that measures VOCs from breath, with definitive diagnoses confirmed with plasma metabolomics profiling. Frontiers Media S.A. 2022-04-07 /pmc/articles/PMC9021419/ /pubmed/35463119 http://dx.doi.org/10.3389/fneur.2022.831792 Text en Copyright © 2022 Her Majesty the Queen in Right of Canada. https://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 | Neurology Miller, Michael R. DiBattista, Alicia Patel, Maitray A. Daley, Mark Tenn, Catherine Nakashima, Ann Rhind, Shawn G. Vartanian, Oshin Shiu, Maria Y. Caddy, Norleen Garrett, Michelle Saunders, Doug Smith, Ingrid Jetly, Rakesh Fraser, Douglas D. A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts |
title | A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts |
title_full | A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts |
title_fullStr | A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts |
title_full_unstemmed | A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts |
title_short | A Distinct Metabolite Signature in Military Personnel Exposed to Repetitive Low-Level Blasts |
title_sort | distinct metabolite signature in military personnel exposed to repetitive low-level blasts |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9021419/ https://www.ncbi.nlm.nih.gov/pubmed/35463119 http://dx.doi.org/10.3389/fneur.2022.831792 |
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