Evidence map›Paper›PMID 42247042›Full record

ArticleBiomechanics and modeling in mechanobiology2026

Spatiotemporal modeling of tau aggregation following traumatic brain injury: implications for chronic traumatic encephalopathy.

José González-Cabrero, Carlos G S Cardoso, Inés Moreno-González, Ricardo J Alves-de-Sousa

Abstract read
In one paragraph

Article in Biomechanics and modeling in mechanobiology, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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0cells of the map it votes in
0citing papers in PubMed
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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

0 citing papers in PubMed.

No citing paper in PubMed yet.

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

4 authors.

José González-CabreroCentre for Mechanical Technology and Automation (TEMA), Department of Mechanical Engineering, Campus Universitário de Santiago, University of Aveiro, 3810-193, Aveiro, Portugal. jose.jose@ua.pt.
Carlos G S CardosoCentre for Mechanical Technology and Automation (TEMA), Department of Mechanical Engineering, Campus Universitário de Santiago, University of Aveiro, 3810-193, Aveiro, Portugal.
Inés Moreno-GonzálezDepartment of Cell Biology, Genetics and Physiology, Instituto de Investigacion Biomedica de Malaga - IBIMA-Plataforma Bionand, Faculty of Sciences, Malaga University, Malaga, Spain.
Ricardo J Alves-de-SousaCentre for Mechanical Technology and Automation (TEMA), Department of Mechanical Engineering, Campus Universitário de Santiago, University of Aveiro, 3810-193, Aveiro, Portugal.

Funding

Fundação para a Ciência e a Tecnologia 2023.11365.PEX
6 · The paper itself

Abstract

Chronic traumatic encephalopathy (CTE) is a progressive neurodegenerative disorder associated with repetitive traumatic brain injury (TBI) and characterized by abnormal tau aggregation. Although biological and clinical evidence link head trauma to tau pathology, the mechanistic pathway connecting mechanical impact to biochemical progression remains insufficiently defined. This research introduces a mathematical model designed to predict the spatiotemporal evolution of tau accumulation following TBI. The formulation is based on an Avrami-type nucleation-growth framework, originally developed for phase transformations in materials, here adapted to represent the initiation and expansion of tau aggregates. Nucleation rate and growth velocity are treated as time-dependent parameters to capture realistic pathological dynamics. Temporal kinetics are calibrated using experimental data from mouse models of tauopathy, ensuring agreement with observed global progression. Spatial heterogeneity is incorporated through a mechanical field derived from finite element simulations, enabling regions exposed to higher post-impact strain to exhibit faster local transformation. This integrated biomechanical-mathematical approach provides a quantitative link between injury-induced deformation and tau aggregation, offering a basis for identifying mechanically vulnerable regions that may be predisposed to CTE-related pathology.

Indexed as

Brain Injuries, TraumaticChronic Traumatic EncephalopathyModels, BiologicalProtein AggregatesSpatio-Temporal Analysistau ProteinsAnimalsBiomechanical PhenomenaComputer SimulationFinite Element AnalysisHumansKineticsMiceTime FactorsProtein Aggregatestau ProteinsChronic traumatic encephalopathyFinite element modelingSpatiotemporal tau predictionTau aggregationTraumatic brain injury

Identifiers

PMID42247042
PMCPMC13241446

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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.