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Updated: Jun 16, 2026

Development of an Uncomplicated Mild Traumatic Brain Injury Model Modified by Weight-Drop Method and Evidenced by Magnetic Resonance Imaging
Published on: April 11, 2025
Mild traumatic brain injury is associated with dysregulated neural network functioning in children and adolescents
Kristina Safar1,2, Jing Zhang1,2, Zahra Emami1,2
1Department of Diagnostic Imaging, Hospital for Sick Children, Toronto, ON, Canada M5G 0A4.
Insights
Children and adolescents with mild traumatic brain injury (mTBI) show persistent neurophysiological changes, including altered brainwave activity and connectivity. These findings highlight lasting neural network disruptions in youth following mTBI.
Area of Science:
- Neuroscience
- Paediatric Neurology
- Brain Injury Research
Background:
- Mild traumatic brain injury (mTBI) is common in children, often leading to persistent post-concussive symptoms.
- Neurophysiological changes in adult mTBI are known, but chronic effects in paediatric populations remain understudied.
Purpose of the Study:
- To investigate persistent neurophysiological dysregulation in children and adolescents with chronic mild traumatic brain injury.
- To identify specific magnetoencephalography (MEG) markers of neural dysfunction in paediatric mTBI.
- To compare the classification performance of regional brain activity versus functional connectivity.
Main Methods:
- Cross-sectional study using magnetoencephalography (MEG) to assess regional oscillatory power and brain-wide networks.
- Analysis of brain activity in the delta, theta, and gamma frequency bands.
- Application of a machine learning pipeline for classification of mTBI using MEG features.
Main Results:
- Most paediatric participants with chronic mTBI reported persistent post-concussive symptoms.
- Increased delta-band power was observed in bilateral occipital cortices and the right inferior temporal gyrus.
- Dysregulated neuronal coupling included decreased delta-band connectivity and increased theta, low gamma, and high gamma connectivity, particularly in frontal, temporal, and occipital areas.
Conclusions:
- Local and large-scale neural activity are altered in youth with chronic mild traumatic brain injury.
- Persistent post-concussive symptoms are common in this cohort.
- Dysregulated interregional neural communication serves as a reliable marker for lingering paediatric mTBI.
Abstract:
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.
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