ArticleBMC musculoskeletal disorders2019
Computational modeling of human bone fracture healing affected by different conditions of initial healing stage.
Article in BMC musculoskeletal disorders, 2019. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers.
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Who cites it
20 citing papers in PubMed.
- Neutrophils: The Overlooked Regenerative Role in Bone Repair.Stem cell reviews and reports · 2026Review
- Maladaptive immune-fibrotic axis drives impaired long bone regeneration under mechanical instability.Science advances · 2026Article
- Computational models for predicting bone fracture healing: a review of modeling approaches, predictions, and emerging strategies.Biomechanics and modeling in mechanobiology · 2026Review
- Serum DLX6-AS1 and miR-141-3p as early diagnostic biomarkers and regulators of delayed fracture healing (DFH).Journal of orthopaedic surgery and research · 2025Article
- Three-Axis Plate for Open Rigid Internal Fixation of Base Fracture of Mandibular Condyle.Journal of functional biomaterials · 2025Article
- Addressing the challenges of infectious bone defects: a review of recent advances in bifunctional biomaterials.Journal of nanobiotechnology · 2025Review
- Extended view on the mechanobiology of fracture healing: interplay between mechanics and inflammation.Frontiers in bioengineering and biotechnology · 2025Review
- A computational model that integrates unrestricted callus growth, mechanobiology, and angiogenesis can predict bone healing in rodents.Scientific reports · 2024Article
- Case Studies of a Simulation Workflow to Improve Bone Healing Assessment in Impending Non-Unions.Journal of clinical medicine · 2024Article
- A novel strain-based bone-fracture healing algorithm is able to predict a range of healing outcomes.Frontiers in bioengineering and biotechnology · 2024Article
- Temporal dynamics of immune-stromal cell interactions in fracture healing.Frontiers in immunology · 2024Review
- Substrate Stiffness of Bone Microenvironment Controls Functions of Pre-Osteoblasts and Fibroblasts In Vitro.Biomimetics (Basel, Switzerland) · 2023Article
- A coupled computational framework for bone fracture healing and long-term remodelling: Investigating the role of internal fixation on bone fractures.International journal for numerical methods in biomedical engineering · 2022Article
- Potential bioactive coating system for high-performance absorbable magnesium bone implants.Bioactive materials · 2022Review
- Direct electromagnetic coupling to determine diagnostic bone fracture stiffness.Annals of translational medicine · 2022Article
- Effect of Intramedullary Nailing Patterns on Interfragmentary Strain in a Mouse Femur Fracture: A Parametric Finite Element Analysis.Journal of biomechanical engineering · 2022Article
- Tissue-Level Regeneration and Remodeling Dynamics are Driven by Mechanical Stimuli in the Microenvironment in a Post-Bridging Loaded Femur Defect Healing Model in Mice.Frontiers in cell and developmental biology · 2022Article
- Diagnostic prediction of ovine fracture healing outcomes via a novel multi-location direct electromagnetic coupling antenna.Annals of translational medicine · 2021Article
- Numerical Analysis of the Influence of Porosity and Pore Geometry on Functionality of Scaffolds Designated for Orthopedic Regenerative Medicine.Materials (Basel, Switzerland) · 2020Article
- [Numerical simulation of fracture healing].Sheng wu yi xue gong cheng xue za zhi = Journal of biomedical engineering = Shengwu yixue gongchengxue zazhi · 2020Article
Corrections and comments
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Authors and funding
5 authors.
Funding
Abstract
backgroundBone 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 bone healing. However, the effects of initial healing phase, which includes the inflammatory stage, the granulation tissue formation, and the initial callus formation during the first few days post-fracture, are generally neglected in such studies.
methodsIn 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.
resultsThe results quantified how faster MSC migration, stiffer granulation tissue, thicker callus, and smaller interfragmentary gap enhanced healing to some extent. However, after a certain threshold, a state of saturation was reached for MSC migration rate, granulation tissue stiffness, and callus thickness. Therefore, a parametric study was performed to verify that the callus formed at the initial phase, in agreement with experimental observations, has an ideal range of geometry and material properties to have the most efficient healing time.
conclusionsFindings from this paper quantified the effects of the initial healing phase on healing outcome to better understand the biological and mechanobiological mechanisms and their utilization in the design and optimization of treatment strategies. It is also demonstrated through a simulation that for fractures, where bone segments are in close proximity, callus development is not required. This finding is consistent with the concepts of primary and secondary bone healing.
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