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A MICROSTRUCTURAL DATA DRIVEW MULTISCALE MODEL FOR THE ENZYMATIC DEGRADATION AND REMODELING OF COLLAGEN NETWORKS

机译:胶原蛋白网络酶促降解和重塑的微观数据驱动多尺度模型

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Collagen proteases actively participate in remodeling soft tissues, Recent work has demonstrated that metalloproteinases (MMP) and bacterial collagenases (BC) exhibit strain-dependent degradation kinetics [2]. Ascertaining how such nanoscale degradation shapes collagenous tissues at the macroseale is vital to our understanding of collagen management within tissues. As a first step towards this goal, we have developed a multiscale model for the enzymatic degradation and remodeling of collagen networks. Such a model will be useful in understanding the etiology of diseases related to collagen management (such as arthritis and fibrotic disorders), in simulating soft tissue development, and in helping engineer improved biomimetic tissues. MMP and BC appear to degrade type I collagen fibers loaded in tension at a diminished rate compared to unloaded fibers. The exact mechanism is elusive, but one hypothesis is that a strain-induced conformational change renders monomers resistant to cleavage. Bhole et al. [1] have demonstrated a novel in vitro method to measure radial degradation of reconstituted type 1 collagen fibers by BC. The method uses a microliter-scale reaction chamber to mechanically strain collagen networks while they are immersed in a BC solution. Dynamic changes in fiber diameter are measured via microscopic differential interference contrast (DIC) imaging. Our multiscale model is driven by the microstructural data from [1], The model predicts millimeter-scale mechanical changes in a collagenous material based on the nanoscale degradation of collagen fibers. A strain-dependent kinetic relation determines the decay of fibers over time. The model can also predict macroseale changes in the material based on the radial growth as well as decay of fibers as is hypothesized to occur in living tissue [2].
机译:胶原蛋白蛋白酶积极参与重塑软组织,最近的工作表明,金属蛋白酶(MMP)和细菌胶原酶(BC)表现出应变依赖性降解动力学[2]。确定这种纳米级降解在大麦体内的胶原组织的情况如何对我们对组织内的胶原蛋白管理的理解至关重要。作为实现这一目标的第一步,我们已经开发了一种多尺度模型,用于胶原网络的酶促降解和重塑。这种模型对于了解与胶原蛋白管理(如关节炎和纤维化疾病)相关的疾病的病因,可以在模拟软组织开发中,以及帮助工程师改善的仿生组织。与卸载的纤维相比,MMP和Bc似乎以减少的速率降低型胶原纤维,其减少速率。确切的机制是难以捉摸的,但一个假设是应变诱导的构象变化使得耐裂解的单体。 Bhole等人。 [1]已经证明了通过BC测量重构1型胶原纤维的径向降解的新型方法。该方法使用微升刻度反应室以机械应变胶原网络,同时将它们浸入BC溶液中。通过显微镜差分干扰对比度(DIC)成像测量光纤直径的动态变化。我们的多尺度模型由[1]的微观结构数据驱动,该模型基于胶原纤维的纳米级降解预测胶原材料中的毫米尺度的机械变化。应变依赖性动力学关系决定了纤维的衰减随着时间的推移。该模型还可以在基于径向生长以及纤维的衰减时预测宏观变化,如假设发生在活组织中的假设[2]。

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