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Journal of biomechanical engineering2026; 1-21; doi: 10.1115/1.4071974

Comparison of Two Different Finite Element Modeling Pipelines for Virtual Mechanical Testing of The Distal Third Metacarpal Bone In Thoroughbred Racehorses.

Abstract: Condylar stress fracture of the third metacarpal bone (MC3) in Thoroughbred racehorses is a common catastrophic injury and identification of horses at heightened risk remains subjective. Standing computed tomography (sCT) is a practical screening tool that enables patient-specific finite element analysis (FEA) of the distal MC3 and prediction of subchondral bone strain, as a potential objective classifier of racehorses at heightened risk. The goal of this study was to compare two independently developed sCT-based subject-specific FEA pipelines for virtual mechanical testing of the distal MC3. One pipeline models the full 3D distal MC3 (UWMSN), while the other uses a simpler approach by using single sCT slices (UMELB). Four (n=4) MC3 condyles from four Thoroughbred racehorses were selected for the study. Models were generated using both pipelines and the predicted subchondral bone strain was compared. UMELB predicted smaller subchondral strain compared to UWMSN, likely due to more limited modes of deformation. Although the UWMSN pipeline can identify elevated subchondral strain in horses with high fatigue damage, it is more labor intensive and computationally expensive. With further tuning and validation, the UMELB pipeline could be used as a simpler and faster approach for prediction of subchondral strain in the distal MC3.
Publication Date: 2026-05-20 PubMed ID: 42159323DOI: 10.1115/1.4071974Google Scholar: Lookup
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  • Journal Article

Summary

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Overview

  • This study compares two finite element analysis (FEA) modeling methods for predicting bone strain in a specific horse bone to help identify racehorses at risk of fractures.
  • The goal was to evaluate whether a simpler, faster modeling approach could produce results comparable to a more complex, detailed method.

Background

  • Condyle fractures in the third metacarpal bone (MC3) are common and severe injuries in Thoroughbred racehorses.
  • Currently, identifying horses at risk is subjective and lacks objective measurement tools.
  • Standing computed tomography (sCT) offers a non-invasive way to capture detailed images of the distal MC3 bone in live horses.
  • Using sCT data, patient-specific finite element analysis (FEA) can simulate mechanical behavior and predict subchondral bone strain, potentially an objective marker for fracture risk.

Objectives of the Study

  • Compare two independently developed FEA pipelines based on sCT imaging:
  • UWMSN Pipeline: Models the full 3D distal MC3 bone.
  • UMELB Pipeline: Uses simpler 2D modeling from single sCT slices.
  • Evaluate and compare the predicted subchondral bone strains from both methods.
  • Assess the trade-offs between accuracy, computational cost, and labor intensity of the two pipelines.
  • Methods

    • Four MC3 condyles from four different Thoroughbred racehorses were selected.
    • Each condyle was modeled using both FEA pipelines.
    • Predicted subchondral strains from the two pipelines were compared and analyzed.

    Results

    • The UMELB pipeline predicted lower subchondral bone strain compared to the UWMSN pipeline.
    • The difference is likely due to UMELB’s simpler modeling approach, which limits the modes of deformation it can capture.
    • The UWMSN pipeline successfully identified horses with higher subchondral strain and potentially higher fatigue damage.
    • The UWMSN approach, while more accurate, requires significantly more computational resources and processing time.

    Conclusions and Implications

    • The detailed 3D UWMSN modeling approach is accurate and capable of distinguishing horses at high risk due to elevated bone strain, but is resource-intensive.
    • The simpler UMELB pipeline, though less precise, shows promise as a faster, less laborious method.
    • With further refinement and clinical validation, UMELB could serve as an efficient screening tool for assessing fracture risk in racehorses based on subchondral strain predictions.
    • This research supports the potential to improve objective evaluation of fracture risk in racehorses using patient-specific imaging and modeling techniques.

    Cite This Article

    APA
    Irandoust S, Malekipour F, Whitton C, Muir P, Lee PVS, Henak C. (2026). Comparison of Two Different Finite Element Modeling Pipelines for Virtual Mechanical Testing of The Distal Third Metacarpal Bone In Thoroughbred Racehorses. J Biomech Eng, 1-21. https://doi.org/10.1115/1.4071974

    Publication

    ISSN: 1528-8951
    NlmUniqueID: 7909584
    Country: United States
    Language: English
    Pages: 1-21

    Researcher Affiliations

    Irandoust, Soroush
    • Department of Surgical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, USA; Department of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA.
    Malekipour, Fatemeh
    • Department of Biomedical Engineering, University of Melbourne, Parkville, VIC, 3010, Australia.
    Whitton, Chris
    • Equine Centre, Melbourne Veterinary School, University of Melbourne, Werribee, VIC, 3030, Australia.
    Muir, Peter
    • Department of Surgical Sciences, School of Veterinary Medicine, University of Wisconsin-Madison, Madison, WI 53706, USA.
    Lee, Peter Vee Sin
    • Department of Biomedical Engineering, University of Melbourne, Parkville, VIC, 3010, Australia.
    Henak, Corinne
    • Department of Mechanical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; Department of Biomedical Engineering, University of Wisconsin-Madison, Madison, WI 53706, USA; Department of Orthopedics and Rehabilitation, University of Wisconsin-Madison, Madison, WI 53705, USA.

    Citations

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