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Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport
Concussion is difficult to diagnose, particularly when symptoms are atypical or late in presenting. An accurate and timely initial assessment is crucial for clinical management. Cerebral spinal fluid (CSF) and blood markers of traumatic brain injury show promising results but their clinical applicab...
Autores principales: | , , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Frontiers Media S.A.
2018
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6109773/ https://www.ncbi.nlm.nih.gov/pubmed/30177873 http://dx.doi.org/10.3389/fnmol.2018.00290 |
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author | Di Pietro, Valentina Porto, Edoardo Ragusa, Marco Barbagallo, Cristina Davies, David Forcione, Mario Logan, Ann Di Pietro, Cinzia Purrello, Michele Grey, Michael Hammond, Douglas Sawlani, Vijay Barbey, Aron K. Belli, Antonio |
author_facet | Di Pietro, Valentina Porto, Edoardo Ragusa, Marco Barbagallo, Cristina Davies, David Forcione, Mario Logan, Ann Di Pietro, Cinzia Purrello, Michele Grey, Michael Hammond, Douglas Sawlani, Vijay Barbey, Aron K. Belli, Antonio |
author_sort | Di Pietro, Valentina |
collection | PubMed |
description | Concussion is difficult to diagnose, particularly when symptoms are atypical or late in presenting. An accurate and timely initial assessment is crucial for clinical management. Cerebral spinal fluid (CSF) and blood markers of traumatic brain injury show promising results but their clinical applicability in concussion has significant limitations. In the study, we explored saliva as a new source of biomarkers of concussion. Saliva samples of concussed players were collected after 48–72 h from concussion and analyzed by high-throughput technologies. A discovery group of 10 concussed rugby professional and semiprofessional athletes and 10 non-concussed matched controls was used for the analysis of 92 inflammatory proteins by the Proseek-Multiplex-Inflammation technology. In addition, saliva samples of 6 concussed and 6 non-concussed athletes were used to screen 800 human microRNAs (miRNAs) by the Nanostring Technology. The results were then validated by RT-qPCR in an enlarged cohort (validation group) comprising 22 concussed athletes. Results showed, no significant variations of the 65 inflammatory proteins detected in saliva between groups but 5 microRNAs, miR-27b-3p (p = 0.016), let-7i-5p (p = 0.001), miR-142-3p (p = 0.008), miR-107 (p = 0.028), miR-135b-5p (p = 0.017) significantly upregulated in concussed athletes. Univariate ROC curve analysis showed that the differentially expressed miRNAs could be considered good classifiers of concussion. Further analyses showed significant correlation between these microRNAs and Reaction Time component of the ImPACT concussion assessment tool. In addition, biocomputation analysis predicted the involvement of these microRNAs in important biological processes that might be related to trauma, such as response to hypoxia, cell death, neurogenesis, axon repair and myelination. Ease of access and non-invasiveness of saliva samples make these biomarkers particularly suitable for concussion assessment. |
format | Online Article Text |
id | pubmed-6109773 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2018 |
publisher | Frontiers Media S.A. |
record_format | MEDLINE/PubMed |
spelling | pubmed-61097732018-09-03 Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport Di Pietro, Valentina Porto, Edoardo Ragusa, Marco Barbagallo, Cristina Davies, David Forcione, Mario Logan, Ann Di Pietro, Cinzia Purrello, Michele Grey, Michael Hammond, Douglas Sawlani, Vijay Barbey, Aron K. Belli, Antonio Front Mol Neurosci Neuroscience Concussion is difficult to diagnose, particularly when symptoms are atypical or late in presenting. An accurate and timely initial assessment is crucial for clinical management. Cerebral spinal fluid (CSF) and blood markers of traumatic brain injury show promising results but their clinical applicability in concussion has significant limitations. In the study, we explored saliva as a new source of biomarkers of concussion. Saliva samples of concussed players were collected after 48–72 h from concussion and analyzed by high-throughput technologies. A discovery group of 10 concussed rugby professional and semiprofessional athletes and 10 non-concussed matched controls was used for the analysis of 92 inflammatory proteins by the Proseek-Multiplex-Inflammation technology. In addition, saliva samples of 6 concussed and 6 non-concussed athletes were used to screen 800 human microRNAs (miRNAs) by the Nanostring Technology. The results were then validated by RT-qPCR in an enlarged cohort (validation group) comprising 22 concussed athletes. Results showed, no significant variations of the 65 inflammatory proteins detected in saliva between groups but 5 microRNAs, miR-27b-3p (p = 0.016), let-7i-5p (p = 0.001), miR-142-3p (p = 0.008), miR-107 (p = 0.028), miR-135b-5p (p = 0.017) significantly upregulated in concussed athletes. Univariate ROC curve analysis showed that the differentially expressed miRNAs could be considered good classifiers of concussion. Further analyses showed significant correlation between these microRNAs and Reaction Time component of the ImPACT concussion assessment tool. In addition, biocomputation analysis predicted the involvement of these microRNAs in important biological processes that might be related to trauma, such as response to hypoxia, cell death, neurogenesis, axon repair and myelination. Ease of access and non-invasiveness of saliva samples make these biomarkers particularly suitable for concussion assessment. Frontiers Media S.A. 2018-08-20 /pmc/articles/PMC6109773/ /pubmed/30177873 http://dx.doi.org/10.3389/fnmol.2018.00290 Text en Copyright © 2018 Di Pietro, Porto, Ragusa, Barbagallo, Davies, Forcione, Logan, Di Pietro, Purrello, Grey, Hammond, Sawlani, Barbey and Belli. 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 Di Pietro, Valentina Porto, Edoardo Ragusa, Marco Barbagallo, Cristina Davies, David Forcione, Mario Logan, Ann Di Pietro, Cinzia Purrello, Michele Grey, Michael Hammond, Douglas Sawlani, Vijay Barbey, Aron K. Belli, Antonio Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport |
title | Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport |
title_full | Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport |
title_fullStr | Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport |
title_full_unstemmed | Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport |
title_short | Salivary MicroRNAs: Diagnostic Markers of Mild Traumatic Brain Injury in Contact-Sport |
title_sort | salivary micrornas: diagnostic markers of mild traumatic brain injury in contact-sport |
topic | Neuroscience |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6109773/ https://www.ncbi.nlm.nih.gov/pubmed/30177873 http://dx.doi.org/10.3389/fnmol.2018.00290 |
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