Dazzi, ChiaraChiaraDazziEichholz, KianKianEichholzFreeman, FionaFionaFreemanKelly, DanielDanielKellyCheca, SaraSaraCheca2025-07-092025-07-092025-09-01Computers in Biology and Medicine 195: 110574 (2025)https://hdl.handle.net/11420/56136The treatment of large bone defects is an unmet clinical need. 3D printed scaffolds offer a promising solution, however they are still not widely employed in clinical practice due to inconsistent healing outcomes and limited understanding of the underlying regeneration mechanisms. To address this, we developed a computer model for 3D printed scaffold-guided bone regeneration and angiogenesis. Our novel computer model successfully recapitulated the bone regeneration process within two 3D printed scaffold architectures: one comprised of microfibres of 20 μm diameter fabricated by melt electrowriting and another comprised of larger diameter fibres of 200 μm fabricated by fused deposition modelling. Thereafter, the model was employed to further assess the specific contribution of structural and mechanical cues on vascularisation and bone formation. We found that scaffolds fabricated by melt electrowriting enhanced bone formation because of the advantageous architectural features such as high surface-area-to-volume ratio, despite the lower mechanical stiffness. Additionally, their high open porosity facilitated vessel infiltration and induced mechanical strains accelerating vessel growth as compared to fused deposition modelling scaffolds. However, the small pore size on the outer surface might limit the invasion of larger vessels, which is expected to occur at the later stages of healing. Understanding how scaffold architecture and mechanical properties jointly orchestrate angiogenesis and bone formation is essential for optimising scaffold design and enhancing the regeneration of large bone defects. In silico models like the one presented in this study hold great promise for advancing scaffold design and enhancing clinical outcomes.en0010-48252025Elsevierhttps://creativecommons.org/licenses/by/4.0/3D printing | Angiogenesis | Bone regeneration | Bone scaffolds | Computer models | Large bone defects | MechanobiologyTechnology::617: Surgery, Regional Medicine, Dentistry, Ophthalmology, Otology, AudiologyTechnology::620: Engineering::620.1: Engineering Mechanics and Materials Science::620.11: Engineering MaterialsJournal Articlehttps://doi.org/10.15480/882.1536210.1016/j.compbiomed.2025.11057410.15480/882.15362Journal Article