ArticleBiomechanics and modeling in mechanobiology2021
Initial mechanical conditions within an optimized bone scaffold do not ensure bone regeneration - an in silico analysis.
Article in Biomechanics and modeling in mechanobiology, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 11 papers.
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Who cites it
11 citing papers in PubMed, 34 citations in OpenAlex.
- Callus formation during healing is guided by local strain: a retrospective clinical observation.BMC musculoskeletal disorders · 2026Observational
- An osteoporotic bone model: developing and validating an ex-vivo bone demineralization protocol.JBMR plus · 2026Article
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- Research Progress on Personalized Bone Implants Based on Additive Manufacturing.Micromachines · 2025Review
- Treatment of large bone defects in load-bearing bone: traditional and novel bone grafts.Journal of Zhejiang University. Science. B · 2025Review
- Integrating Melt Electrowriting and Fused Deposition Modeling to Fabricate Hybrid Scaffolds Supportive of Accelerated Bone Regeneration.Advanced healthcare materials · 2024Article
- Article
- Histological and Histomorphometric Evaluation of Implanted Photodynamic Active Biomaterials for Periodontal Bone Regeneration in an Animal Study.International journal of molecular sciences · 2023Article
- Article
- Efficacy of treating segmental bone defects through endochondral ossification: 3D printed designs and bone metabolic activities.Materials today. Bio · 2022Article
- A mechanobiological computer optimization framework to design scaffolds to enhance bone regeneration.Frontiers in bioengineering and biotechnology · 2022Article
Corrections and comments
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Authors and funding
3 authors at 2 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Large bone defects remain a clinical challenge because they do not heal spontaneously. 3-D printed scaffolds are a promising treatment option for such critical defects. Recent scaffold design strategies have made use of computer modelling techniques to optimize scaffold design. In particular, scaffold geometries have been optimized to avoid mechanical failure and recently also to provide a distinct mechanical stimulation to cells within the scaffold pores. This way, mechanical strain levels are optimized to favour the bone tissue formation. However, bone regeneration is a highly dynamic process where the mechanical conditions immediately after surgery might not ensure optimal regeneration throughout healing. Here, we investigated in silico whether scaffolds presenting optimal mechanical conditions for bone regeneration immediately after surgery also present an optimal design for the full regeneration process. A computer framework, combining an automatic parametric scaffold design generation with a mechano-biological bone regeneration model, was developed to predict the level of regenerated bone volume for a large range of scaffold designs and to compare it with the scaffold pore volume fraction under favourable mechanical stimuli immediately after surgery. We found that many scaffold designs could be considered as highly beneficial for bone healing immediately after surgery; however, most of them did not show optimal bone formation in later regenerative phases. This study allowed to gain a more thorough understanding of the effect of scaffold geometry changes on bone regeneration and how to maximize regenerated bone volume in the long term.
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