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Pelvic Construct Prediction of Trabecular and Cortical Bone Structural Architecture
Dan T Zaharie1,2, Andrew T M Phillips3,4
1The Royal British Legion Centre for Blast Injury Studies, Imperial College London, London SW7 2AZ, UK.
Insights
This study developed a mesoscale finite element model of the pelvis, simulating daily activities. The model accurately predicts bone structure, aiding in fracture analysis and surrogate design.
Area of Science:
- Biomechanics
- Computational modeling
- Orthopedic research
Background:
- The pelvis is crucial for weight transfer and organ protection.
- Pelvic trauma has high mortality rates, necessitating better understanding and modeling.
- Existing models may not fully capture the complex structural behavior of the pelvic construct.
Purpose of the Study:
- To develop a mesoscale structural finite element (FE) model of the pelvic construct.
- To simulate daily living activities and bone adaptation within the pelvis.
- To validate the model's accuracy against existing data and assess its sensitivity.
Main Methods:
- Utilized shell elements for cortical bone and truss elements for trabecular bone, ligaments, and joints.
- Employed a strain-driven bone adaptation algorithm to simulate daily activities (walking, stair negotiation, sit-to-stand).
- Validated the adapted model against CT scans and compared strain predictions with a continuum CT-derived model.
Main Results:
- The adapted model showed good qualitative agreement with CT scans regarding cortical thickness and trabecular architecture.
- The model demonstrated high sensitivity to target strain changes, impacting bone volume predictions.
- Strain predictions from the structural model correlated well (r=0.813, 0.809) with a continuum CT-derived model.
Conclusions:
- The developed mesoscale FE model accurately represents pelvic structure and adaptation.
- The model is a valuable tool for applications including fracture modeling and the design of surrogates.
- Further research can leverage this model for advanced orthopedic applications and injury analysis.
Abstract:
The pelvic construct is an important part of the body as it facilitates the transfer of upper body weight to the lower limbs and protects a number of organs and vessels in the lower abdomen. In addition, the importance of the pelvis is highlighted by the high mortality rates associated with pelvic trauma. This study presents a mesoscale structural model of the pelvic construct and the joints and ligaments associated with it. Shell elements were used to model cortical bone, while truss elements were used to model trabecular bone and the ligaments and joints. The finite element (FE) model was subjected to an iterative optimization process based on a strain-driven bone adaptation algorithm. The bone model was adapted to a number of common daily living activities (walking, stair ascent, stair descent, sit-to-stand, and stand-to-sit) by applying onto it joint and muscle loads derived using a musculoskeletal modeling framework. The cortical thickness distribution and the trabecular architecture of the adapted model were compared qualitatively with computed tomography (CT) scans and models developed in previous studies, showing good agreement. The sensitivity of the model to changes in material properties of the ligaments and joint cartilage and changes in parameters related to the adaptation algorithm was assessed. Changes to the target strain had the largest effect on predicted total bone volumes. The model showed low sensitivity to changes in all other parameters. The minimum and maximum principal strains predicted by the structural model compared to a continuum CT-derived model in response to a common test loading scenario showed good agreement with correlation coefficients of 0.813 and 0.809, respectively. The developed structural model enables a number of applications such as fracture modeling, design, and additive manufacturing of frangible surrogates.
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