Department of Physics, University of Texas at Austin, Austin, Texas 78712, USA.
Department of Chemistry, University of Texas at Austin, Austin, Texas 78712, USA.
J Chem Phys. 2022 Jun 28;156(24):245101. doi: 10.1063/5.0087815.
The growth of a tissue, which depends on cell-cell interactions and biologically relevant processes such as cell division and apoptosis, is regulated by a mechanical feedback mechanism. We account for these effects in a minimal two-dimensional model in order to investigate the consequences of mechanical feedback, which is controlled by a critical pressure, p. A cell can only grow and divide if its pressure, due to interaction with its neighbors, is less than p. Because temperature is not a relevant variable, the cell dynamics is driven by self-generated active forces (SGAFs) that arise due to cell division. We show that even in the absence of intercellular interactions, cells undergo diffusive behavior. The SGAF-driven diffusion is indistinguishable from the well-known dynamics of a free Brownian particle at a fixed finite temperature. When intercellular interactions are taken into account, we find persistent temporal correlations in the force-force autocorrelation function (FAF) that extends over a timescale of several cell division times. The time-dependence of the FAF reveals memory effects, which increases as p increases. The observed non-Markovian effects emerge due to the interplay of cell division and mechanical feedback and are inherently a non-equilibrium phenomenon.
组织的生长取决于细胞间的相互作用以及细胞分裂和细胞凋亡等生物学相关过程,其受到机械反馈机制的调控。我们在一个最小的二维模型中考虑了这些效应,以便研究由临界压力 p 控制的机械反馈的后果。如果细胞由于与相邻细胞的相互作用而导致其压力小于 p,则该细胞只能生长和分裂。由于温度不是相关变量,因此细胞动力学由由于细胞分裂而产生的自发生成的主动力 (SGAF) 驱动。我们表明,即使在没有细胞间相互作用的情况下,细胞也会发生扩散行为。由 SGAF 驱动的扩散与在固定有限温度下的自由布朗粒子的众所周知的动力学无法区分。当考虑细胞间相互作用时,我们发现力-力自相关函数 (FAF) 中存在持久的时间相关,该相关可扩展到几个细胞分裂时间的时间尺度。FAF 的时间依赖性揭示了记忆效应,该效应随着 p 的增加而增加。所观察到的非马尔可夫效应是由于细胞分裂和机械反馈的相互作用而产生的,并且本质上是一种非平衡现象。