Conditions for Cell Size Homeostasis: A Stochastic Hybrid System Approach

Cesar Augusto Vargas-Garcia;Mohammad Soltani;Abhyudai Singh
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引用次数: 46

Abstract

How isogenic cell populations maintain size homeostasis, i.e., a narrow distribution of cell size, is an intriguing fundamental problem. We model cell size using a stochastic hybrid system, where a cell grows exponentially in size (volume) over time and probabilistic division events are triggered at discretetime intervals. Moreover, whenever division occurs, size is randomly partitioned among daughter cells. We first consider a scenario where a timer (cell-cycle clock) that measures the time elapsed since the last division event regulates both the cellular growth and division rates. The analysis reveals that such a timer-controlled system cannot achieve size homeostasis, in the sense that the cell-to-cell size variation grows unboundedly with time. To explore biologically meaningful mechanisms for controlling size, we consider two classes of regulation: a size-dependent growth rate and a size-dependent division rate. Our results show that these strategies can provide bounded intercellular variation in cell size and exact mathematical conditions on the form of regulation needed for size homeostasis are derived. Different known forms of size control strategies, such as the adder and the sizer, are shown to be consistent with these results. Finally, we discuss how organisms ranging from bacteria to mammalian cells have adopted different control approaches for maintaining size homeostasis.
细胞大小稳态的条件:一种随机混合系统方法
等基因细胞群如何维持细胞大小的内稳态,即细胞大小的狭窄分布,是一个有趣的基本问题。我们使用随机混合系统对细胞大小进行建模,其中细胞的大小(体积)随时间呈指数增长,并且在离散时间间隔触发概率分裂事件。此外,无论何时发生分裂,子细胞之间的大小都是随机分配的。我们首先考虑一个场景,其中计时器(细胞周期时钟)测量自上次分裂事件以来经过的时间,同时调节细胞生长和分裂速率。分析表明,这样一个由时间控制的系统不能实现大小稳态,即细胞间的大小变化随着时间的推移而无限增长。为了探索具有生物学意义的控制尺寸的机制,我们考虑了两类调节:尺寸依赖的生长速率和尺寸依赖的分裂速率。我们的研究结果表明,这些策略可以提供细胞大小的有限细胞间变化,并推导出大小稳态所需的调节形式的精确数学条件。不同的已知形式的尺寸控制策略,如加法器和尺寸器,显示与这些结果一致。最后,我们讨论了从细菌到哺乳动物细胞的生物如何采用不同的控制方法来维持大小稳态。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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