ReviewBrain : a journal of neurology2023
The biomechanical signature of loss of consciousness: computational modelling of elite athlete head injuries.
Review in Brain : a journal of neurology, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 18 papers.
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Who cites it
18 citing papers in PubMed, 30 citations in OpenAlex.
- Translational benchmarking of 3D in vitro models of traumatic brain injury.Trends in biotechnology · 2026Review
- Regional ventricular enlargement as an in vivo biomarker of cumulative biomechanical neurodegeneration in former American football players.Alzheimer's & dementia : the journal of the Alzheimer's Association · 2026Article
- A Mixed Effect Analysis of Head Impact Accelerations During Rugby Head Impacts Under Different Gameplay Conditions.Annals of biomedical engineering · 2026Article
- Axonal tract-integrated finite element brain model for predicting mild traumatic brain injury based on axonal strain.Frontiers in bioengineering and biotechnology · 2026Article
- Multimodal characterization of intracranial biomechanics in a 3D biofidelic head surrogate.Journal of the mechanical behavior of biomedical materials · 2026Article
- Noninvasive mapping of shear strain predicts the anatomical distribution of mild traumatic brain injury.NeuroImage. Clinical · 2026Article
- A Model of Traumatic Brain Injury Oligomerizes Tau in Cortical Organoids and Induces Clinically Relevant Pathologies that Synergize withJournal of neurotrauma · 2025Article
- Peaks and Distributions of White Matter Tract-related Strains in Bicycle Helmeted Impacts: Implication for Helmet Ranking and Optimization.Annals of biomedical engineering · 2025Article
- Handgrip strength is associated with cognitive function in patients with head injury with loss of consciousness: results from the NHANES 2011-2014.Frontiers in neurology · 2025Article
- Quantitative video analysis of head acceleration events: a review.Frontiers in bioengineering and biotechnology · 2025Review
- How Well Do Popular Bicycle Helmets Protect from Different Types of Head Injury?Annals of biomedical engineering · 2024Article
- Strain concentration drives the anatomical distribution of injury in acute and chronic traumatic brain injury.bioRxiv : the preprint server for biology · 2024Article
- Biomechanical Effects of Seizures on Cerebral Dynamics and Brain Stress.Brain sciences · 2024Article
- Conservative Management of Acute Sports-Related Concussions: A Narrative Review.Healthcare (Basel, Switzerland) · 2024Review
- Is non-invasive neuromodulation a viable technique to improve neuroplasticity in individuals with acquired brain injury? A review.Frontiers in human neuroscience · 2024Review
- Review
- An Instrumented Mouthguard for Real-Time Measurement of Head Kinematics under a Large Range of Sport Specific Accelerations.Sensors (Basel, Switzerland) · 2023Article
- Public Awareness of the Fencing Response as an Indicator of Traumatic Brain Injury: Quantitative Study of Twitter and Wikipedia Data.JMIR formative research · 2023Article
Corrections and comments
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Authors and funding
10 authors at 6 institutions in 3 countries.
Funding
Abstract
Sports related head injuries can cause transient neurological events including loss of consciousness and dystonic posturing. However, it is unknown why head impacts that appear similar produce distinct neurological effects. The biomechanical effect of impacts can be estimated using computational models of strain within the brain. Here, we investigate the strain and strain rates produced by professional American football impacts that led to loss of consciousness, posturing or no neurological signs. We reviewed 1280 National Football League American football games and selected cases where the team's medical personnel made a diagnosis of concussion. Videos were then analysed for signs of neurological events. We identified 20 head impacts that showed clear video signs of loss of consciousness and 21 showing clear abnormal posturing. Forty-one control impacts were selected where there was no observable evidence of neurological signs, resulting in 82 videos of impacts for analysis. Video analysis was used to guide physical reconstructions of these impacts, allowing us to estimate the impact kinematics. These were then used as input to a detailed 3D high-fidelity finite element model of brain injury biomechanics to estimate strain and strain rate within the brain. We tested the hypotheses that impacts producing loss of consciousness would be associated with the highest biomechanical forces, that loss of consciousness would be associated with high forces in brainstem nuclei involved in arousal and that dystonic posturing would be associated with high forces in motor regions. Impacts leading to loss of consciousness compared to controls produced higher head acceleration (linear acceleration; 81.5 g ± 39.8 versus 47.9 ± 21.4; P = 0.004, rotational acceleration; 5.9 krad/s2 ± 2.4 versus 3.5 ± 1.6; P < 0.001) and in voxel-wise analysis produced larger brain deformation in many brain regions, including parts of the brainstem and cerebellum. Dystonic posturing was also associated with higher deformation compared to controls, with brain deformation observed in cortical regions that included the motor cortex. Loss of consciousness was specifically associated with higher strain rates in brainstem regions implicated in maintenance of consciousness, including following correction for the overall severity of impact. These included brainstem nuclei including the locus coeruleus, dorsal raphé and parabrachial complex. The results show that in head impacts producing loss of consciousness, brain deformation is disproportionately seen in brainstem regions containing nuclei involved in arousal, suggesting that head impacts produce loss of consciousness through a biomechanical effect on key brainstem nuclei involved in the maintenance of consciousness.
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Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.