Feasibility Study of Experimental Protocol for the Time-Dependent Mechanical Response of Synthetic Tibia.
Ramiro MantecónAlvaro RuizBenjamin M WheatleyJosé Díaz-ÁlvarezHenar MiguélezGeorge YoussefPublished in: Journal of biomechanical engineering (2024)
In this research, an experimental biomechanics construct was developed to reveal the mechanics of distal tibial fracture by submitting synthetic tibiae to cyclic loading, resulting in a combined stress state due to axial compression and bending loads. The synthetic tibia was fixed at the knee but allowed to rotate in the coronal and sagittal planes at the ankle. The first three loading regimes lasted for 4000 cycles/each, and the final until ultimate failure. After 12k±80 cycles, the observed failure patterns closely resembled distal tibial fractures. The collected data during cyclic loading were fitted into a phenomenological model to deduce the time-dependent response of the synthetic tibiae. Images were also collected and analyzed using digital image correlation to deduce the full-field state of strain. The latter revealed that longitudinal strain contours extended in the proximal-distal direction. The transverse strain contours exemplified a medial-to-lateral distribution, attributed to the combined contributions of the Poisson's effect and the flexural deformation from axial and bending components of the applied load, respectively. The experimental construct, full-field characterization, and data analysis approaches can be extended to elucidate the effect of different fixation devices on the overall mechanical behavior of the bone and validate computational models in future research.
Keyphrases
- minimally invasive
- data analysis
- total knee arthroplasty
- deep learning
- randomized controlled trial
- single cell
- bone mineral density
- electronic health record
- convolutional neural network
- knee osteoarthritis
- cross sectional
- machine learning
- dna methylation
- optical coherence tomography
- big data
- artificial intelligence
- stress induced
- hip fracture