Synchrotron Tomography-Based Finite Element Analysis of Vertebral Endplate Loading Reveals Functional Roles for Architectural Features
Chen, J.; Parmenter, A. L.; Sharma, A.; Newham, E.; Bele, E.; Marussi, S.; Pitsillides, A. A.; Terrill, N. J.; Gupta, H. S.; Lee, P. D.
Show abstract
Lower back pain is linked to vertebral biomechanics, with vertebral endplates (VEPs) playing a key role. Finite element modelling (FEM) is a powerful tool for studying VEP biomechanics but relies on accurate material property inputs, which remain difficult to obtain. Synchrotron computed tomography (sCT) allows for detailed visualisation of the microstructure of intact VEPs under near-physiological loads and, when coupled with digital volume correlation (DVC), can be used to quantify three-dimensional (3D) strain fields, providing experimental reference data for FEM validation. We developed an inversion pipeline to spatially couple DVC data with an image-based FE model, and thus to estimate the elastic properties of rat VEPs. On the first rat lumbar FEM, the pipeline estimated a VEP elastic modulus of 129 MPa and a Poissons ratio of 0.24. Welchs ANOVA revealed statistically significant differences between FEM and DVC strain distributions (p < 0.001) but with small effect sizes ({superscript 2} = 0.1%-0.6%), indicating high practical similarity. Its efficacy was further validated using Bland-Altman analysis, demonstrating over 95% spatial agreement between the FEM-predicted strains and the DVC measurements across multiple loading steps. The pipelines consistency was further evaluated across multiple rat lumbar FE models (n = 3), yielding an estimated VEP elastic modulus = 145 {+/-} 18 MPa and a Poissons ratio = 0.28 {+/-} 0.04. Statistically significant regional variations of strain distribution in VEPs were also identified (p < 0.05 to p < 0.001, {superscript 2} up to 41.8%). This study highlighted the efficacy of the developed pipeline in estimating the isotropic elastic modulus and Poissons ratio of VEP FEMs in a physiologically relevant, complex load transfer system. Our pipeline may be used in estimating properties of VEP in larger animals and humans.
Matching journals
The top 3 journals account for 50% of the predicted probability mass.
Similar papers in this journal
- QCT-based computational bone strength assessment updated with MRI derived 'hidden' microporosity 94%
- Strain-based biomarkers at the skin surface differentiate asymmetries in soft tissue mobility associated with myofascial pain 93%
- The effect of bolus properties on muscle activation patterns and TMJ loading during unilateral chewing 93%
Similar papers in this journal
- Capturing sclera anisotropy using direct collagen fiber models. Linking microstructure to macroscopic mechanical properties. 94%
- Femoral bone growth predictions based on personalized multi-scale simulations: Validation and sensitivity analysis of a mechanobiological model 93%
- Modeling stem cell nucleus mechanics using confocal microscopy 93%
Similar papers in this journal
- Urological benchtop and in silico models validated by human penile tissue inflation tests 93%
- Peaks and Distributions of White Matter Tract-related Strains in Bicycle Helmeted Impacts: Implication for Helmet Ranking and Optimization 92%
- Simulating human foot mechanics during walking based on an anatomically detailed forward dynamic finite element model 92%
Similar papers in this journal
- Comparison of two different finite element modeling pipelines for virtual mechanical testing of the distal third metacarpal bone in Thoroughbred racehorses 95%
- Stretching the Limits: From Planar-Biaxial Stress-Stretch to Arterial Pressure-Diameter 93%
- Acute repair of meniscus root tear partially restores joint displacements as measured with MRI and loading in a porcine knee 93%
"Similar papers" are the closest papers from that journal in the model's embedding space. They show what the match is built on, but the ranking comes mostly from a classifier over the whole training set, not from these examples alone.