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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Mary Ann Liebert, Inc., publishers 2022
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.
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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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