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Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents
Mild traumatic brain injury is highly prevalent in paediatric populations, and can result in chronic physical, cognitive and emotional impairment, known as persistent post-concussive symptoms. Magnetoencephalography has been used to investigate neurophysiological dysregulation in mild traumatic brai...
Autores principales: | , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2021
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8176148/ https://www.ncbi.nlm.nih.gov/pubmed/34095832 http://dx.doi.org/10.1093/braincomms/fcab044 |
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author | Safar, Kristina Zhang, Jing Emami, Zahra Gharehgazlou, Avideh Ibrahim, George Dunkley, Benjamin T |
author_facet | Safar, Kristina Zhang, Jing Emami, Zahra Gharehgazlou, Avideh Ibrahim, George Dunkley, Benjamin T |
author_sort | Safar, Kristina |
collection | PubMed |
description | Mild traumatic brain injury is highly prevalent in paediatric populations, and can result in chronic physical, cognitive and emotional impairment, known as persistent post-concussive symptoms. Magnetoencephalography has been used to investigate neurophysiological dysregulation in mild traumatic brain injury in adults; however, whether neural dysrhythmia persists in chronic mild traumatic brain injury in children and adolescents is largely unknown. We predicted that children and adolescents would show similar dysfunction as adults, including pathological slow-wave oscillations and maladaptive, frequency-specific, alterations to neural connectivity. Using magnetoencephalography, we investigated regional oscillatory power and distributed brain-wide networks in a cross-sectional sample of children and adolescents in the chronic stages of mild traumatic brain injury. Additionally, we used a machine learning pipeline to identify the most relevant magnetoencephalography features for classifying mild traumatic brain injury and to test the relative classification performance of regional power versus functional coupling. Results revealed that the majority of participants with chronic mild traumatic brain injury reported persistent post-concussive symptoms. For neurophysiological imaging, we found increased regional power in the delta band in chronic mild traumatic brain injury, predominantly in bilateral occipital cortices and in the right inferior temporal gyrus. Those with chronic mild traumatic brain injury also showed dysregulated neuronal coupling, including decreased connectivity in the delta range, as well as hyper-connectivity in the theta, low gamma and high gamma bands, primarily involving frontal, temporal and occipital brain areas. Furthermore, our multivariate classification approach combined with functional connectivity data outperformed regional power in terms of between-group classification accuracy. For the first time, we establish that local and large-scale neural activity are altered in youth in the chronic phase of mild traumatic brain injury, with the majority presenting persistent post-concussive symptoms, and that dysregulated interregional neural communication is a reliable marker of lingering paediatric ‘mild’ traumatic brain injury. |
format | Online Article Text |
id | pubmed-8176148 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2021 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
spelling | pubmed-81761482021-06-04 Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents Safar, Kristina Zhang, Jing Emami, Zahra Gharehgazlou, Avideh Ibrahim, George Dunkley, Benjamin T Brain Commun Original Article Mild traumatic brain injury is highly prevalent in paediatric populations, and can result in chronic physical, cognitive and emotional impairment, known as persistent post-concussive symptoms. Magnetoencephalography has been used to investigate neurophysiological dysregulation in mild traumatic brain injury in adults; however, whether neural dysrhythmia persists in chronic mild traumatic brain injury in children and adolescents is largely unknown. We predicted that children and adolescents would show similar dysfunction as adults, including pathological slow-wave oscillations and maladaptive, frequency-specific, alterations to neural connectivity. Using magnetoencephalography, we investigated regional oscillatory power and distributed brain-wide networks in a cross-sectional sample of children and adolescents in the chronic stages of mild traumatic brain injury. Additionally, we used a machine learning pipeline to identify the most relevant magnetoencephalography features for classifying mild traumatic brain injury and to test the relative classification performance of regional power versus functional coupling. Results revealed that the majority of participants with chronic mild traumatic brain injury reported persistent post-concussive symptoms. For neurophysiological imaging, we found increased regional power in the delta band in chronic mild traumatic brain injury, predominantly in bilateral occipital cortices and in the right inferior temporal gyrus. Those with chronic mild traumatic brain injury also showed dysregulated neuronal coupling, including decreased connectivity in the delta range, as well as hyper-connectivity in the theta, low gamma and high gamma bands, primarily involving frontal, temporal and occipital brain areas. Furthermore, our multivariate classification approach combined with functional connectivity data outperformed regional power in terms of between-group classification accuracy. For the first time, we establish that local and large-scale neural activity are altered in youth in the chronic phase of mild traumatic brain injury, with the majority presenting persistent post-concussive symptoms, and that dysregulated interregional neural communication is a reliable marker of lingering paediatric ‘mild’ traumatic brain injury. Oxford University Press 2021-03-17 /pmc/articles/PMC8176148/ /pubmed/34095832 http://dx.doi.org/10.1093/braincomms/fcab044 Text en © The Author(s) (2021). Published by Oxford University Press on behalf of the Guarantors of Brain. https://creativecommons.org/licenses/by/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) ), which permits unrestricted reuse, distribution, and reproduction in any medium, provided the original work is properly cited. |
spellingShingle | Original Article Safar, Kristina Zhang, Jing Emami, Zahra Gharehgazlou, Avideh Ibrahim, George Dunkley, Benjamin T Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
title | Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
title_full | Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
title_fullStr | Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
title_full_unstemmed | Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
title_short | Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
title_sort | mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents |
topic | Original Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8176148/ https://www.ncbi.nlm.nih.gov/pubmed/34095832 http://dx.doi.org/10.1093/braincomms/fcab044 |
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