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

IF 3 3区 医学 Q2 BIOPHYSICS
Areti Papastavrou, Peter Pivonka, Ina Schmidt, Paul Steinmann
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引用次数: 0

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.

细胞-中观-宏观三尺度方法捕获健康和疾病中松质骨的重塑。
由于破骨细胞和成骨细胞在细胞尺度上的联合活动,松质骨的重塑在中观(组织)和宏观(器官)尺度上都有显著的影响。在中观尺度上,骨小梁调整其几何形状,通常是在其横截面方面,而名义骨密度在宏观尺度上演变,所有这些都是对习惯性机械载荷及其扰动的响应。为了捕捉这种复杂的尺度耦合,我们在这里提出了一种新的概念性三尺度方法来重建松质骨。其中,我们将细胞尺度上的详细骨细胞种群模型与理想的小梁桁架网络模型相结合,该模型具有自适应截面,由细胞种群模型驱动,在中观尺度上,最终升级为宏观尺度上的连续骨密度适应模型。在算法上,我们在有限元设置中同时解决中观和宏观问题,并以交错的方式更新细胞活动。我们的基准模拟证明了三尺度方法在分析健康和疾病中的骨骼重塑(这里以骨质疏松症为例)中的适用性和有效性,并提供了丰富的细节,例如在每个尺度上解决的进化各向异性。
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来源期刊
Biomechanics and Modeling in Mechanobiology
Biomechanics and Modeling in Mechanobiology 工程技术-工程:生物医学
CiteScore
7.10
自引率
8.60%
发文量
119
审稿时长
6 months
期刊介绍: Mechanics regulates biological processes at the molecular, cellular, tissue, organ, and organism levels. A goal of this journal is to promote basic and applied research that integrates the expanding knowledge-bases in the allied fields of biomechanics and mechanobiology. Approaches may be experimental, theoretical, or computational; they may address phenomena at the nano, micro, or macrolevels. Of particular interest are investigations that (1) quantify the mechanical environment in which cells and matrix function in health, disease, or injury, (2) identify and quantify mechanosensitive responses and their mechanisms, (3) detail inter-relations between mechanics and biological processes such as growth, remodeling, adaptation, and repair, and (4) report discoveries that advance therapeutic and diagnostic procedures. Especially encouraged are analytical and computational models based on solid mechanics, fluid mechanics, or thermomechanics, and their interactions; also encouraged are reports of new experimental methods that expand measurement capabilities and new mathematical methods that facilitate analysis.
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