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Coupling systems biology with multiscale mechanics, for computer simulations of bone remodeling

机译:系统生物学与多尺度力学的耦合,用于骨重建的计算机模拟

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摘要

Bone remodeling is a process involving removal of mature bone tissue and subsequent formation of new bone tissue. This process is driven by complex actions of biological cells and biochemical factors, and it is sensitive to the loads applied onto the skeleton. Herein, we develop a mathematical framework describing this process at the (macroscopic) level of cortical bone, by combining, for the first time, bone cell population kinetics with multiscale bone mechanics. Key variables are concentrations of biological cells (osteoclasts, osteoblasts and their progenitors) and biochemical factors (RANK, RANKL, OPG, PTH, and TGF-beta), as well as mechanical strains, both at the ("macroscopic") level of cortical bone and at the ("microscopic") level of the extravascular bone matrix. Multiscale bone mechanics delivers, as a function of the vascular porosity, the relation between the macroscopic strains resulting from the loads, and the microscopic strains, which are known to modulate, either directly, or via poromechanical couplings such as hydrostatic pressure or fluid flow, the expression or proliferation behavior of the biological cells residing in, or attached to the extravascular bone matrix. Hence, these microscopic strains enter the biochemical kinetics laws governing cell expression, proliferation, differentiation, and apoptosis. Without any additional phenomenologically motivated paradigm, this novel approach is able to explain the experimentally observed evolutions of bone mass in postmenopausal osteoporosis and under microgravity conditions: namely, a decrease of bone loss over time.
机译:骨重塑是一个过程,涉及去除成熟的骨组织并随后形成新的骨组织。这个过程是由生物细胞和生化因素的复杂作用所驱动的,并且对施加到骨骼上的负荷很敏感。本文中,我们首次通过将骨细胞群体动力学与多尺度骨力学结合起来,建立了在(宏观)皮质骨水平上描述该过程的数学框架。关键变量是皮质的(“宏观”)水平的生物细胞(破骨细胞,成骨细胞及其祖细胞)和生化因子(RANK,RANKL,OPG,PTH和TGF-beta)的浓度以及机械应变。骨和血管外骨基质的(“微观”)水平。多尺度骨骼力学根据血管孔隙率传递由载荷产生的宏观应变与微观应变之间的关系,已知这些应变可以直接或通过诸如流体静压力或流体流动之类的力学耦合来调节,位于或附着在血管外骨基质中的生物细胞的表达或增殖行为。因此,这些微观菌株进入控制细胞表达,增殖,分化和凋亡的生化动力学规律。在没有任何其他现象学动机的范式的情况下,这种新颖的方法能够解释经实验观察到的绝经后骨质疏松症和微重力条件下骨量的演变:即随着时间的流逝骨量减少。

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