Evidence map›Paper›PMID 41027486›Full record

ArticleJournal of the Royal Society, Interface2025

A mathematical model of metacarpal subchondral bone adaptation, microdamage and repair in racehorses.

Michael Pan, Fatemeh Malekipour, Peter Pivonka, Ashleigh V Morrice-West, Jennifer A Flegg, R Chris Whitton, Peta L Hitchens

Abstract read
In one paragraph

Article in Journal of the Royal Society, Interface, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 2 papers.

0numbers the graph read from it
0cells of the map it votes in
2citing papers in PubMed
–field-weighted citation impact
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

2 citing papers in PubMed.

  1. Article
  2. Article
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

7 authors.

Michael PanEquine Centre, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, Victoria 3030, Australia.ORCID 0000-0002-8978-7350
Fatemeh MalekipourDepartment of Biomedical Engineering, The University of Melbourne, Parkville, Victoria 3010, Australia.
Peter PivonkaSchool of Mechanical, Medical and Process Engineering, Queensland University of Technology, Brisbane, Queensland 4000, Australia.
Ashleigh V Morrice-WestEquine Centre, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, Victoria 3030, Australia.ORCID 0000-0003-2776-4273
Jennifer A FleggSchool of Mathematics and Statistics, The University of Melbourne, Parkville, Victoria 3010, Australia.ORCID 0000-0002-8809-726X
R Chris WhittonEquine Centre, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, Victoria 3030, Australia.ORCID 0000-0003-0012-4065
Peta L HitchensEquine Centre, Melbourne Veterinary School, Faculty of Science, The University of Melbourne, Werribee, Victoria 3030, Australia.ORCID 0000-0002-7528-7056

Funding

Hong Kong Jockey Club Equine Welfare Research FoundationVictorian Racing Industry Fund
6 · The paper itself

Abstract

Fractures of the distal limb in Thoroughbred racehorses primarily occur because of accumulation of bone microdamage from high-intensity training. Mathematical models of subchondral bone adaptation of the third metacarpal lateral condyles are capable of approximating existing data for Thoroughbred racehorses in training or at rest. To improve upon previous models, we added a dynamic resorption rate and microdamage accumulation and repair processes. Our ordinary differential equation model simulates the coupled processes of bone adaptation and microdamage accumulation, and is calibrated to data on racehorses in training and rest. Sensitivity analyses of our model suggest that joint loads and distances covered per day are among the most significant parameters for predicting microdamage accumulated during training. We also use the model to compare the impact of incrementally increasing training programmes as horses enter training from a period of rest, and maintenance workloads of horses that are race fit on bone adaptation. We find that high-speed training accounts for the majority of damage to the bone. Furthermore, for horses in race training, the estimated rates of bone repair are unable to offset the rate of damage accumulation under a typical Australian racing campaign, highlighting the need for regular rest from training.

Indexed as

Adaptation, PhysiologicalFractures, BoneMetacarpal BonesModels, BiologicalPhysical Conditioning, AnimalAnimalsHorsesbone volume fractionhorsemicrodamagerepairstress fracturesubchondral bone

Identifiers

PMID41027486
PMCPMC12483640

What OpenQuestion holds

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LicenceCC BY
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.