ArticleNeurobiology of sleep and circadian rhythms2017
EEG slow waves in traumatic brain injury: Convergent findings in mouse and man.
Article in Neurobiology of sleep and circadian rhythms, 2017. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 30 papers.
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Who cites it
30 citing papers in PubMed.
- Cross-modal synchronization of EEG and ECG reveals hidden signatures of recovery in traumatic brain injury.Journal of neuroengineering and rehabilitation · 2026Article
- Modulation of EEG Background Rhythms in Sturge-Weber Syndrome: Impact of Surgical Timing on the Unaffected Hemisphere.Journal of central nervous system disease · 2026Article
- Network effects of traumatic brain injury: from infra slow to high frequency oscillations and seizures.Journal of computational neuroscience · 2025Article
- Novel murine closed-loop auditory stimulation paradigm elicits macrostructural sleep benefits in neurodegeneration.Journal of sleep research · 2025Article
- The effects of transcutaneous auricular vagus nerve stimulation in epilepsy comorbid with migraine on the EEG power spectrum: a randomized controlled trial.Frontiers in neurology · 2025Article
- Improved mental health outcomes and normalised spontaneous EEG activity in veterans reporting a history of traumatic brain injuries following participation in a psilocybin retreat.Frontiers in psychiatry · 2025Article
- Transient Increases in Alpha Power Relative to Healthy Reference Ranges in Awake Piglets After Repeated Rapid Head Rotations.Biomedicines · 2024Article
- Electrophysiology Methods for Assessing of Neurodegenerative and Post-Traumatic Processes as Applied to Translational Research.Life (Basel, Switzerland) · 2024Review
- An Open-Source Mouse Chronic EEG Array System with High-Density MXene-Based Skull Surface Electrodes.eNeuro · 2024Article
- EEG hyperexcitability and hyperconnectivity linked to GABAergic inhibitory interneuron loss following traumatic brain injury.Brain communications · 2024Article
- Sleep, inflammation, and hemodynamics in rodent models of traumatic brain injury.Frontiers in neuroscience · 2024Review
- N-acetylcysteine treatment mitigates loss of cortical parvalbumin-positive interneuron and perineuronal net integrity resulting from persistent oxidative stress in a rat TBI model.Cerebral cortex (New York, N.Y. : 1991) · 2023Article
- Long-term resting EEG correlates of repetitive mild traumatic brain injury and loss of consciousness: alterations in alpha-beta power.Frontiers in neurology · 2023Article
- Electroencephalographic Patterns in taVNS: A Systematic Review.Biomedicines · 2022Review
- MEG measured delta waves increase in adolescents after concussion.Brain and behavior · 2022Article
- Article
- Dietary Supplementation With Branched Chain Amino Acids to Improve Sleep in Veterans With Traumatic Brain Injury: A Randomized Double-Blind Placebo-Controlled Pilot and Feasibility Trial.Frontiers in systems neuroscience · 2022Article
- Roadmap for Advancing Pre-Clinical Science in Traumatic Brain Injury.Journal of neurotrauma · 2021Review
- Evaluating Performance of EEG Data-Driven Machine Learning for Traumatic Brain Injury Classification.IEEE transactions on bio-medical engineering · 2021Article
- A Raspberry Pi-Based Traumatic Brain Injury Detection System for Single-Channel Electroencephalogram.Sensors (Basel, Switzerland) · 2021Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
objectiveEvidence from previous studies suggests that greater sleep pressure, in the form of EEG-based slow waves, accumulates in specific brain regions that are more active during prior waking experience. We sought to quantify the number and coherence of EEG slow waves in subjects with mild traumatic brain injury (mTBI).
methodsWe developed a method to automatically detect individual slow waves in each EEG channel, and validated this method using simulated EEG data. We then used this method to quantify EEG-based slow waves during sleep and wake states in both mouse and human subjects with mTBI. A modified coherence index that accounts for information from multiple channels was calculated as a measure of slow wave synchrony.
resultsBrain-injured mice showed significantly higher theta:alpha amplitude ratios and significantly more slow waves during spontaneous wakefulness and during prolonged sleep deprivation, compared to sham-injured control mice. Human subjects with mTBI showed significantly higher theta:beta amplitude ratios and significantly more EEG slow waves while awake compared to age-matched control subjects. We then quantified the global coherence index of slow waves across several EEG channels in human subjects. Individuals with mTBI showed significantly less EEG global coherence compared to control subjects while awake, but not during sleep. EEG global coherence was significantly correlated with severity of post-concussive symptoms (as assessed by the Neurobehavioral Symptom Inventory scale). CONCLUSION AND IMPLICATIONS: Taken together, our data from both mouse and human studies suggest that EEG slow wave quantity and the global coherence index of slow waves may represent a sensitive marker for the diagnosis and prognosis of mTBI and post-concussive symptoms.
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