Department of Biomedical Engineering, Eindhoven University of Technology, Eindhoven, The Netherlands.
Faculty of Science and Engineering, Biosciences, Åbo Academi University, Turku, Finland.
Int J Numer Method Biomed Eng. 2020 Apr;36(4):e3323. doi: 10.1002/cnm.3323. Epub 2020 Feb 26.
It is well known that arteries grow and remodel in response to mechanical stimuli. Vascular smooth muscle cells are the main mediators of this process, as they can switch phenotype from contractile to synthetic, and vice-versa, based on the surrounding bio-chemo-mechanical stimuli. A correct regulation of this phenotypic switch is fundamental to obtain and maintain arterial homeostasis. Notch, a mechanosensitive signaling pathway, is one of the main regulators of the vascular smooth muscle cell phenotype. Therefore, understanding Notch dynamics is key to elucidate arterial growth, remodeling, and mechanobiology. We have recently developed a one-dimensional agent-based model to investigate Notch signaling in arteries. However, due to its one-dimensional formulation, the model cannot be adopted to study complex nonsymmetrical geometries and, importantly, it cannot capture the realistic "cell connectivity" in arteries, here defined as the number of cell neighbors. Notch functions via direct cell-cell contact; thus, the number of cell neighbors could be an essential feature of Notch dynamics. Here, we extended the agent-based model to a two-dimensional formulation, to investigate the effects of cell connectivity on Notch dynamics and cell phenotypes in arteries. The computational results, supported by a sensitivity analysis, indicate that cell connectivity has marginal effects when Notch dynamics is dominated by the process of lateral induction, which induces all cells to have a uniform phenotype. When lateral induction is weaker, cells exhibit a nonuniform phenotype distribution and the percentage of synthetic cells within an artery depends on the number of neighbors.
众所周知,动脉会对机械刺激做出生长和重塑反应。血管平滑肌细胞是这个过程的主要介导者,因为它们可以根据周围的生物化学机械刺激从收缩型向合成型转变,反之亦然。正确调节这种表型转换对于获得和维持动脉稳态至关重要。Notch 是一种机械敏感的信号通路,是血管平滑肌细胞表型的主要调节者之一。因此,了解 Notch 的动态变化是阐明动脉生长、重塑和力学生物学的关键。我们最近开发了一种一维基于代理的模型来研究动脉中的 Notch 信号。然而,由于其一维的表述,该模型不能用于研究复杂的非对称几何形状,而且重要的是,它不能捕捉到动脉中真实的“细胞连接”,这里定义为细胞邻居的数量。Notch 通过直接的细胞-细胞接触起作用;因此,细胞邻居的数量可能是 Notch 动态变化的一个重要特征。在这里,我们将基于代理的模型扩展到二维表述,以研究细胞连接对动脉中 Notch 动态变化和细胞表型的影响。计算结果,通过敏感性分析得到支持,表明当 Notch 动力学主要由侧向诱导过程主导时,细胞连接的影响可以忽略不计,侧向诱导会使所有细胞具有均匀的表型。当侧向诱导较弱时,细胞表现出非均匀的表型分布,动脉内合成型细胞的百分比取决于邻居的数量。