A cellular-meso-macro three-scale approach captures remodelling of cancellous bone in health and disease

Remodelling of cancellous bone due to the combined activity of osteoclasts and osteoblasts at the cellular scale has notable repercussions both at the meso (tissue) as well as the macro (organ) scale. At the meso scale, trabeculae adapt their geometry, typically in terms of their cross section, whereas the nominal bone density evolves at the macro scale, all in response to habitual mechanical loading and its perturbations. To capture this intricate scale coupling, we here propose a novel conceptual three-scale approach to the remodelling of cancellous bone. Therein, we combine a detailed bone cell population model at the cellular scale with an idealised trabecular truss network model with adaptive cross sections, that are driven by the cell population model, at the meso scale, which is eventually upscaled to a continuum bone density adaption model at the macro scale. Algorithmically, we solve the meso and macro problems concurrently within a finite element setting and update the cell activity in a staggered fashion. Our benchmark simulations demonstrate the applicability and effectivity of the three-scale approach to analyse bone remodelling in health and disease (here exemplified for the example of osteoporosis) with rich details, e.g. evolving anisotropy, resolved at each scale.

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Publication Details

Journal
Biomechanics and Modeling in Mechanobiology
Published
2025-05-03
DOI
https://doi.org/10.1007/s10237-025-01948-5
Citations
2
Primary Topic
Bone health and osteoporosis research
Type
article
Field-Weighted Citation Impact
3.44

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article

A cellular-meso-macro three-scale approach captures remodelling of cancellous bone in health and disease

Areti Papastavrou, Paul Steinmann, Peter Pivonka, Ina Schmidt
2 citations
Biomechanics and Modeling in Mechanobiology
Bone health and osteoporosis research
3.44
article

A cellular-meso-macro three-scale approach captures remodelling of cancellous bone in health and disease

Areti Papastavrou, Paul Steinmann, Peter Pivonka, Ina Schmidt
article en
2 citations

Abstract

Remodelling of cancellous bone due to the combined activity of osteoclasts and osteoblasts at the cellular scale has notable repercussions both at the meso (tissue) as well as the macro (organ) scale. At the meso scale, trabeculae adapt their geometry, typically in terms of their cross section, whereas the nominal bone density evolves at the macro scale, all in response to habitual mechanical loading and its perturbations. To capture this intricate scale coupling, we here propose a novel conceptual three-scale approach to the remodelling of cancellous bone. Therein, we combine a detailed bone cell population model at the cellular scale with an idealised trabecular truss network model with adaptive cross sections, that are driven by the cell population model, at the meso scale, which is eventually upscaled to a continuum bone density adaption model at the macro scale. Algorithmically, we solve the meso and macro problems concurrently within a finite element setting and update the cell activity in a staggered fashion. Our benchmark simulations demonstrate the applicability and effectivity of the three-scale approach to analyse bone remodelling in health and disease (here exemplified for the example of osteoporosis) with rich details, e.g. evolving anisotropy, resolved at each scale.

Biomechanics and Modeling in MechanobiologyVol. 24(3)
Queensland University of Technology (AU), Friedrich-Alexander-Universität Erlangen-Nürnberg (DE), Georg Simon Ohm University of Applied Sciences Nuremberg (DE), University of Glasgow (GB)
Deutsche Forschungsgemeinschaft, Bayerische Forschungsallianz
Openalex Percentile: Top 9%
Bone health and osteoporosis research
3.44
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A cellular-meso-macro three-scale approach captures remodelling of cancellous bone in health and disease — Areti Papastavrou, Paul Steinmann, et al. · Biomechanics and Modeling in Mechanobiology (2025) | TGRS Research Map | TGRS