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Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles
Concussion is a heterogeneous injury that relies predominantly on subjective symptom reports for patient assessment and treatment. Developing an objective, biological test could aid phenotypic categorization of concussion patients, leading to advances in personalized treatment. This prospective mult...
Autores principales: | , , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Mary Ann Liebert, Inc., publishers
2022
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9248343/ https://www.ncbi.nlm.nih.gov/pubmed/35412857 http://dx.doi.org/10.1089/neu.2022.0018 |
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author | Hicks, Steven D. Leddy, John Lichak, Brooke P. Onks, Cayce Dretsch, Michael Tennant, Priscilla Haider, Mohammad Nadir Olympia, Robert P. Zuckerman, Scott L. Loeffert, Jayson Loeffert, Andrea C. Monteith, Chuck Master, Christina L. |
author_facet | Hicks, Steven D. Leddy, John Lichak, Brooke P. Onks, Cayce Dretsch, Michael Tennant, Priscilla Haider, Mohammad Nadir Olympia, Robert P. Zuckerman, Scott L. Loeffert, Jayson Loeffert, Andrea C. Monteith, Chuck Master, Christina L. |
author_sort | Hicks, Steven D. |
collection | PubMed |
description | Concussion is a heterogeneous injury that relies predominantly on subjective symptom reports for patient assessment and treatment. Developing an objective, biological test could aid phenotypic categorization of concussion patients, leading to advances in personalized treatment. This prospective multi-center study employed saliva micro-ribonucleic acid (miRNA) levels to stratify 251 individuals with concussion into biological subgroups. Using miRNA biological clusters, our objective was to assess for differences in medical/demographic characteristics, symptoms, and functional measures of balance and cognition. The miRNAs that best defined each cluster were used to identify physiological pathways that characterized each cluster. The 251 participants (mean age: 18 ± 7 years; 57% male) were optimally grouped into 10 clusters based on 22 miRNA levels. The clusters differed in age (χ(2) = 19.1, p = 0.024), days post-injury at the time of saliva collection (χ(2) = 22.6; p = 0.007), and number of prior concussions (χ(2) = 17.6, p = 0.040). The clusters also differed in symptom reports for fatigue (χ(2) = 17.7; p = 0.039), confusion (χ(2) = 22.3; p = 0.008), difficulty remembering (χ(2) = 22.0; p = 0.009), and trouble falling asleep (χ(2) = 17.2; p = 0.046), but not objective balance or cognitive performance (p > 0.05). The miRNAs that defined concussion clusters regulate 16 physiological pathways, including adrenergic signaling, estrogen signaling, fatty acid metabolism, GABAergic signaling, synaptic vesicle cycling, and transforming growth factor (TGF)-β signaling. These results show that saliva miRNA levels may stratify individuals with concussion based on underlying biological perturbations that are relevant to both symptomology and pharmacological targets. If validated in a larger cohort, miRNA assessment could aid individualized, biology-driven concussion treatment. |
format | Online Article Text |
id | pubmed-9248343 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | Mary Ann Liebert, Inc., publishers |
record_format | MEDLINE/PubMed |
spelling | pubmed-92483432022-07-11 Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles Hicks, Steven D. Leddy, John Lichak, Brooke P. Onks, Cayce Dretsch, Michael Tennant, Priscilla Haider, Mohammad Nadir Olympia, Robert P. Zuckerman, Scott L. Loeffert, Jayson Loeffert, Andrea C. Monteith, Chuck Master, Christina L. J Neurotrauma Original Articles Concussion is a heterogeneous injury that relies predominantly on subjective symptom reports for patient assessment and treatment. Developing an objective, biological test could aid phenotypic categorization of concussion patients, leading to advances in personalized treatment. This prospective multi-center study employed saliva micro-ribonucleic acid (miRNA) levels to stratify 251 individuals with concussion into biological subgroups. Using miRNA biological clusters, our objective was to assess for differences in medical/demographic characteristics, symptoms, and functional measures of balance and cognition. The miRNAs that best defined each cluster were used to identify physiological pathways that characterized each cluster. The 251 participants (mean age: 18 ± 7 years; 57% male) were optimally grouped into 10 clusters based on 22 miRNA levels. The clusters differed in age (χ(2) = 19.1, p = 0.024), days post-injury at the time of saliva collection (χ(2) = 22.6; p = 0.007), and number of prior concussions (χ(2) = 17.6, p = 0.040). The clusters also differed in symptom reports for fatigue (χ(2) = 17.7; p = 0.039), confusion (χ(2) = 22.3; p = 0.008), difficulty remembering (χ(2) = 22.0; p = 0.009), and trouble falling asleep (χ(2) = 17.2; p = 0.046), but not objective balance or cognitive performance (p > 0.05). The miRNAs that defined concussion clusters regulate 16 physiological pathways, including adrenergic signaling, estrogen signaling, fatty acid metabolism, GABAergic signaling, synaptic vesicle cycling, and transforming growth factor (TGF)-β signaling. These results show that saliva miRNA levels may stratify individuals with concussion based on underlying biological perturbations that are relevant to both symptomology and pharmacological targets. If validated in a larger cohort, miRNA assessment could aid individualized, biology-driven concussion treatment. Mary Ann Liebert, Inc., publishers 2022-07-01 2022-06-28 /pmc/articles/PMC9248343/ /pubmed/35412857 http://dx.doi.org/10.1089/neu.2022.0018 Text en © Steven D. Hicks et al., 2022; Published by Mary Ann Liebert, Inc. https://creativecommons.org/licenses/by-nc/4.0/This Open Access article is distributed under the terms of the Creative Commons Attribution Noncommercial License (CC-BY-NC) (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ) which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and the source are credited. |
spellingShingle | Original Articles Hicks, Steven D. Leddy, John Lichak, Brooke P. Onks, Cayce Dretsch, Michael Tennant, Priscilla Haider, Mohammad Nadir Olympia, Robert P. Zuckerman, Scott L. Loeffert, Jayson Loeffert, Andrea C. Monteith, Chuck Master, Christina L. Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles |
title | Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles |
title_full | Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles |
title_fullStr | Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles |
title_full_unstemmed | Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles |
title_short | Defining Biological Phenotypes of Mild Traumatic Brain Injury Using Saliva MicroRNA Profiles |
title_sort | defining biological phenotypes of mild traumatic brain injury using saliva microrna profiles |
topic | Original Articles |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9248343/ https://www.ncbi.nlm.nih.gov/pubmed/35412857 http://dx.doi.org/10.1089/neu.2022.0018 |
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