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Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics
Sport concussions can be difficult to diagnose and if missed, they can expose athletes to greater injury risk and long-lasting neurological disabilities. Discovery of objective biomarkers to aid concussion diagnosis is critical to protecting athlete brain health. To this end, we performed targeted p...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8721148/ https://www.ncbi.nlm.nih.gov/pubmed/34987469 http://dx.doi.org/10.3389/fneur.2021.787480 |
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author | Miller, Michael R. Robinson, Michael Fischer, Lisa DiBattista, Alicia Patel, Maitray A. Daley, Mark Bartha, Robert Dekaban, Gregory A. Menon, Ravi S. Shoemaker, J. Kevin Diamandis, Eleftherios P. Prassas, Ioannis Fraser, Douglas D. |
author_facet | Miller, Michael R. Robinson, Michael Fischer, Lisa DiBattista, Alicia Patel, Maitray A. Daley, Mark Bartha, Robert Dekaban, Gregory A. Menon, Ravi S. Shoemaker, J. Kevin Diamandis, Eleftherios P. Prassas, Ioannis Fraser, Douglas D. |
author_sort | Miller, Michael R. |
collection | PubMed |
description | Sport concussions can be difficult to diagnose and if missed, they can expose athletes to greater injury risk and long-lasting neurological disabilities. Discovery of objective biomarkers to aid concussion diagnosis is critical to protecting athlete brain health. To this end, we performed targeted proteomics on plasma obtained from adolescent athletes suffering a sports concussion. A total of 11 concussed male athletes were enrolled at our academic Sport Medicine Concussion Clinic, as well as 24 sex-, age- and activity-matched healthy control subjects. Clinical evaluation was performed and blood was drawn within 72 h of injury. Proximity extension assays were performed for 1,472 plasma proteins; a total of six proteins were considered significantly different between cohorts (P < 0.01; five proteins decreased and one protein increased). Receiver operating characteristic curves on the six individual protein biomarkers identified had areas-under-the-curves (AUCs) for concussion diagnosis ≥0.78; antioxidant 1 copper chaperone (ATOX1; AUC 0.81, P = 0.003), secreted protein acidic and rich in cysteine (SPARC; AUC 0.81, P = 0.004), cluster of differentiation 34 (CD34; AUC 0.79, P = 0.006), polyglutamine binding protein 1 (PQBP1; AUC 0.78, P = 0.008), insulin-like growth factor-binding protein-like 1 (IGFBPL1; AUC 0.78, P = 0.008) and cytosolic 5'-nucleotidase 3A (NT5C3A; AUC 0.78, P = 0.009). Combining three of the protein biomarkers (ATOX1, SPARC and NT5C3A), produced an AUC of 0.98 for concussion diagnoses (P < 0.001; 95% CI: 0.95, 1.00). Despite a paucity of studies on these three identified proteins, the available evidence points to their roles in modulating tissue inflammation and regulating integrity of the cerebral microvasculature. Taken together, our exploratory data suggest that three or less novel proteins, which are amenable to a point-of-care immunoassay, may be future candidate biomarkers for screening adolescent sport concussion. Validation with protein assays is required in larger cohorts. |
format | Online Article Text |
id | pubmed-8721148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-87211482022-01-04 Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics Miller, Michael R. Robinson, Michael Fischer, Lisa DiBattista, Alicia Patel, Maitray A. Daley, Mark Bartha, Robert Dekaban, Gregory A. Menon, Ravi S. Shoemaker, J. Kevin Diamandis, Eleftherios P. Prassas, Ioannis Fraser, Douglas D. Front Neurol Neurology Sport concussions can be difficult to diagnose and if missed, they can expose athletes to greater injury risk and long-lasting neurological disabilities. Discovery of objective biomarkers to aid concussion diagnosis is critical to protecting athlete brain health. To this end, we performed targeted proteomics on plasma obtained from adolescent athletes suffering a sports concussion. A total of 11 concussed male athletes were enrolled at our academic Sport Medicine Concussion Clinic, as well as 24 sex-, age- and activity-matched healthy control subjects. Clinical evaluation was performed and blood was drawn within 72 h of injury. Proximity extension assays were performed for 1,472 plasma proteins; a total of six proteins were considered significantly different between cohorts (P < 0.01; five proteins decreased and one protein increased). Receiver operating characteristic curves on the six individual protein biomarkers identified had areas-under-the-curves (AUCs) for concussion diagnosis ≥0.78; antioxidant 1 copper chaperone (ATOX1; AUC 0.81, P = 0.003), secreted protein acidic and rich in cysteine (SPARC; AUC 0.81, P = 0.004), cluster of differentiation 34 (CD34; AUC 0.79, P = 0.006), polyglutamine binding protein 1 (PQBP1; AUC 0.78, P = 0.008), insulin-like growth factor-binding protein-like 1 (IGFBPL1; AUC 0.78, P = 0.008) and cytosolic 5'-nucleotidase 3A (NT5C3A; AUC 0.78, P = 0.009). Combining three of the protein biomarkers (ATOX1, SPARC and NT5C3A), produced an AUC of 0.98 for concussion diagnoses (P < 0.001; 95% CI: 0.95, 1.00). Despite a paucity of studies on these three identified proteins, the available evidence points to their roles in modulating tissue inflammation and regulating integrity of the cerebral microvasculature. Taken together, our exploratory data suggest that three or less novel proteins, which are amenable to a point-of-care immunoassay, may be future candidate biomarkers for screening adolescent sport concussion. Validation with protein assays is required in larger cohorts. Frontiers Media S.A. 2021-12-20 /pmc/articles/PMC8721148/ /pubmed/34987469 http://dx.doi.org/10.3389/fneur.2021.787480 Text en Copyright © 2021 Miller, Robinson, Fischer, DiBattista, Patel, Daley, Bartha, Dekaban, Menon, Shoemaker, Diamandis, Prassas and Fraser. 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. Robinson, Michael Fischer, Lisa DiBattista, Alicia Patel, Maitray A. Daley, Mark Bartha, Robert Dekaban, Gregory A. Menon, Ravi S. Shoemaker, J. Kevin Diamandis, Eleftherios P. Prassas, Ioannis Fraser, Douglas D. Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics |
title | Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics |
title_full | Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics |
title_fullStr | Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics |
title_full_unstemmed | Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics |
title_short | Putative Concussion Biomarkers Identified in Adolescent Male Athletes Using Targeted Plasma Proteomics |
title_sort | putative concussion biomarkers identified in adolescent male athletes using targeted plasma proteomics |
topic | Neurology |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8721148/ https://www.ncbi.nlm.nih.gov/pubmed/34987469 http://dx.doi.org/10.3389/fneur.2021.787480 |
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