Evidence map›Paper›PMID 36546554›Full record

ReviewBrain : a journal of neurology2023

The biomechanical signature of loss of consciousness: computational modelling of elite athlete head injuries.

Karl A Zimmerman, Janie Cournoyer, Helen Lai, Samuel B Snider, David Fischer, Simon Kemp, Clara Karton, Thomas B Hoshizaki, Mazdak Ghajari, David J Sharp

Open access · hybridAbstract readReview
In one paragraph

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.

0numbers the graph read from it
0cells of the map it votes in
18citing papers in PubMed
4.1field-weighted citation impact, top 5% of its field
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

18 citing papers in PubMed, 30 citations in OpenAlex.

  1. Review
  2. Article
  3. Article
  4. Article
  5. Multimodal characterization of intracranial biomechanics in a 3D biofidelic head surrogate.Journal of the mechanical behavior of biomedical materials · 2026
    Article
  6. Article
  7. Article
  8. Article
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  10. Quantitative video analysis of head acceleration events: a review.Frontiers in bioengineering and biotechnology · 2025
    Review
  11. Article
  12. Article
  13. Article
  14. Review
  15. Review
  16. Review
  17. Article
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4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors at 6 institutions in 3 countries.

Karl A ZimmermanUK Dementia Research Institute, Care Research & Technology Centre, Imperial College London, London, UK.ORCID 0000-0003-1239-3414
Janie CournoyerNeurotrauma Impact Science Laboratory, University of Ottawa, Ottawa, ON, Canada.
Helen LaiUK Dementia Research Institute, Care Research & Technology Centre, Imperial College London, London, UK.ORCID 0000-0002-1600-8440
Samuel B SniderDivision of Neurocritical care, Department of Neurology, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA.
David FischerDivision of Neurocritical Care, Department of Neurology, University of Pennsylvania, Philadelphia, PA, USA.
Simon KempRugby Football Union, Twickenham, UK.ORCID 0000-0002-3250-2713
Clara KartonNeurotrauma Impact Science Laboratory, University of Ottawa, Ottawa, ON, Canada.
Thomas B HoshizakiNeurotrauma Impact Science Laboratory, University of Ottawa, Ottawa, ON, Canada.
Mazdak GhajariHEAD Lab, Dyson School of Design Engineering, Imperial College London, London, UK.ORCID 0000-0001-5678-5124
David J SharpUK Dementia Research Institute, Care Research & Technology Centre, Imperial College London, London, UK.
Hammersmith Hospital · GBUniversity of Ottawa · CABrigham and Women's Hospital · USDyson (United Kingdom) · GBThe Football Association · GBUniversity of Pennsylvania · US

Funding

Wellcome Trust
6 · The paper itself

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.

Indexed as

Brain ConcussionCraniocerebral TraumaMovement DisordersAthletesBiomechanical PhenomenaComputer SimulationConsciousnessHeadHumansUnconsciousnessbiomechanicsconcussionloss of consciousnesssports tbiTBI

Identifiers

PMID36546554
PMCPMC10316777
OpenAlexW4312094332

What OpenQuestion holds

Textmetadata
LicenceCC BY-NC
Read underepoch 390

Registered trials

None linked

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.