ArticleBrain : a journal of neurology2021
From biomechanics to pathology: predicting axonal injury from patterns of strain after traumatic brain injury.
Article in Brain : a journal of neurology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 46 papers, 2 of them syntheses that pooled it.
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Who cites it
46 citing papers in PubMed, 2 syntheses or guidelines pooled it, 91 citations in OpenAlex.
- Fluid Biomarkers of Cognitive Impairments Following Traumatic Brain Injury: A Systematic Review and Meta Analysis.International journal of molecular sciences · 2026Pooled it
- Exploiting blood-based biomarkers to align preclinical models with human traumatic brain injury.Brain : a journal of neurology · 2025Pooled it
- Brain parenchyma deformation and strain in patients with spontaneous intracranial hypotension.Fluids and barriers of the CNS · 2026Article
- Small extracellular vesicle-integrated by herbal hydrogels for spatiotemporal immunomodulation and neurovascular repair following traumatic brain injury.Bioactive materials · 2026Article
- Heterogenous microglial reactivity contrasts with stable vascular transcriptional programs in mouse models of Alzheimer's, CADASIL, and Traumatic Brain Injury.Nature communications · 2026Article
- Forensic Analysis of Head Traumas: Can Biomechanics Shed Light?-A Case Report.Diagnostics (Basel, Switzerland) · 2026Article
- Integrated Blood Biomarker and Neurobehavioural Signatures of Latent Neuroinjury in Experienced Military Breachers Exposed to Repetitive Low-Intensity Blast.International journal of molecular sciences · 2026Article
- White matter alterations in crossing fibres following traumatic brain injury.Brain communications · 2026Article
- Soccer Heading Exposure-Dependent Microstructural Injury at Depths of Sulci in Adult Amateur Players.Neurology · 2025Article
- Computational Modelling of Protected and Unprotected Head Impacts in Rugby.Bioengineering (Basel, Switzerland) · 2025Article
- Potential Mechanisms of Tetramethylpyrazine in the Treatment of Traumatic Brain Injury Based on Network Pharmacology, Molecular Docking, Molecular Dynamics Simulations, and in vivo Experiments.International journal of general medicine · 2025Article
- Current and prospective roles of magnetic resonance imaging in mild traumatic brain injury.Brain communications · 2025Review
- A Clinically Relevant Mouse Model of Concussion Incorporating High Rotational Forces.Neurotrauma reports · 2025Article
- Neurodegeneration in the cortical sulcus is a feature of chronic traumatic encephalopathy and associated with repetitive head impacts.Acta neuropathologica · 2024Article
- How Well Do Popular Bicycle Helmets Protect from Different Types of Head Injury?Annals of biomedical engineering · 2024Article
- Assessing Mild Traumatic Brain Injury-Associated Blood-Brain Barrier (BBB) Damage and Restoration Using Late-Phase Perfusion Analysis by 3D ASL MRI: Implications for Predicting Progressive Brain Injury in a Focused Review.International journal of molecular sciences · 2024Review
- Repeated intrathecal injections of peripheral nerve-derived stem cell spheroids improve outcomes in a rat model of traumatic brain injury.Stem cell research & therapy · 2024Article
- An Objective Injury Threshold for the Maximum Principal Strain Criterion for Brain Tissue in the Finite Element Head Model and Its Application.Bioengineering (Basel, Switzerland) · 2024Article
- Effect of Human Head Shape on the Risk of Traumatic Brain Injury: A Gaussian Process Regression-Based Machine Learning Approach.Military medicine · 2024Article
- White matter and cortical gray matter microstructural abnormalities in new daily persistent headache: a NODDI study.The journal of headache and pain · 2024Article
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Authors and funding
13 authors at 5 institutions in 1 country.
Funding
Abstract
The relationship between biomechanical forces and neuropathology is key to understanding traumatic brain injury. White matter tracts are damaged by high shear forces during impact, resulting in axonal injury, a key determinant of long-term clinical outcomes. However, the relationship between biomechanical forces and patterns of white matter injuries, associated with persistent diffusion MRI abnormalities, is poorly understood. This limits the ability to predict the severity of head injuries and the design of appropriate protection. Our previously developed human finite element model of head injury predicted the location of post-traumatic neurodegeneration. A similar rat model now allows us to experimentally test whether strain patterns calculated by the model predicts in vivo MRI and histology changes. Using a controlled cortical impact, mild and moderate injuries (1 and 2 mm) were performed. Focal and axonal injuries were quantified with volumetric and diffusion 9.4 T MRI at 2 weeks post injury. Detailed analysis of the corpus callosum was conducted using multi-shell diffusion MRI and histopathology. Microglia and astrocyte density, including process parameters, along with white matter structural integrity and neurofilament expression were determined by quantitative immunohistochemistry. Linear mixed effects regression analyses for strain and strain rate with the employed outcome measures were used to ascertain how well immediate biomechanics could explain MRI and histology changes. The spatial pattern of mechanical strain and strain rate in the injured cortex shows good agreement with the probability maps of focal lesions derived from volumetric MRI. Diffusion metrics showed abnormalities in the corpus callosum, indicating white matter changes in the segments subjected to high strain, as predicted by the model. The same segments also exhibited a severity-dependent increase in glia cell density, white matter thinning and reduced neurofilament expression. Linear mixed effects regression analyses showed that mechanical strain and strain rate were significant predictors of in vivo MRI and histology changes. Specifically, strain and strain rate respectively explained 33% and 28% of the reduction in fractional anisotropy, 51% and 29% of the change in neurofilament expression and 51% and 30% of microglia density changes. The work provides evidence that strain and strain rate in the first milliseconds after injury are important factors in determining patterns of glial and axonal injury and serve as experimental validators of our computational model of traumatic brain injury. Our results provide support for the use of this model in understanding the relationship of biomechanics and neuropathology and can guide the development of head protection systems, such as airbags and helmets.
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