Computational Modeling of the Effects of Inflammatory Response and Granulation Tissue Properties on Human Bone Fracture Healing
Mohammad S. Ghiasi, Jason E. Chen, Edward K. Rodriguez, Ashkan Vaziri,, Ara Nazarian

TL;DR
This study presents a finite-element model to analyze how initial inflammatory and granulation tissue properties influence human bone fracture healing, highlighting key parameters that optimize healing efficiency.
Contribution
The paper introduces a novel finite-element-based simulation of the initial healing phase, including inflammatory response and granulation tissue, which are often neglected in prior models.
Findings
Faster MSC migration enhances healing up to a saturation point.
Stiffer granulation tissue and thicker callus improve healing outcomes.
Close bone segments may heal without callus formation, aligning with primary healing concepts.
Abstract
Bone healing process includes four phases: inflammatory response, soft callus formation, hard callus development, and remodeling. Mechanobiological models have been used to investigate the role of various mechanical and biological factors on the bone healing. However, the initial phase of healing, which includes the inflammatory response, the granulation tissue formation and the initial callus formation during the first few days post-fracture, are generally neglected in such studies. In this study, we developed a finite-element-based model to simulate different levels of diffusion coefficient for mesenchymal stem cell (MSC) migration, Young's modulus of granulation tissue, callus thickness and interfragmentary gap size to understand the modulatory effects of these initial phase parameters on bone healing. The results showed that faster MSC migration, stiffer granulation tissue, thicker…
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsBone fractures and treatments · Orthopaedic implants and arthroplasty · Orthopedic Infections and Treatments
