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酵母细胞周期动力学和聚类的 ODE、RDE 和 SDE 模型。

ODE, RDE and SDE models of cell cycle dynamics and clustering in yeast.

机构信息

Department of Biomedical Informatics, Vanderbilt University, Nashville, USA.

出版信息

J Biol Dyn. 2010 Jul;4(4):328-45. doi: 10.1080/17513750903288003.

Abstract

Biologists have long observed periodic-like oxygen consumption oscillations in yeast populations under certain conditions, and several unsatisfactory explanations for this phenomenon have been proposed. These ‘autonomous oscillations’ have often appeared with periods that are nearly integer divisors of the calculated doubling time of the culture. We hypothesize that these oscillations could be caused by a form of cell cycle synchronization that we call clustering. We develop some novel ordinary differential equation models of the cell cycle. For these models, and for random and stochastic perturbations, we give both rigorous proofs and simulations showing that both positive and negative growth rate feedback within the cell cycle are possible agents that can cause clustering of populations within the cell cycle. It occurs for a variety of models and for a broad selection of parameter values. These results suggest that the clustering phenomenon is robust and is likely to be observed in nature. Since there are necessarily an integer number of clusters, clustering would lead to periodic-like behaviour with periods that are nearly integer divisors of the period of the cell cycle. Related experiments have shown conclusively that cell cycle clustering occurs in some oscillating yeast cultures.

摘要

生物学家在某些条件下长期观察到酵母群体中周期性的耗氧振荡,并且对这种现象提出了几种不满意的解释。这些“自主振荡”的周期往往接近培养物倍增时间的整数除数。我们假设这些振荡可能是由我们称之为聚类的细胞周期同步的一种形式引起的。我们开发了一些新的细胞周期的常微分方程模型。对于这些模型以及随机和随机扰动,我们给出了严格的证明和模拟,表明细胞周期内的正和负生长率反馈都可能是导致细胞周期内群体聚类的原因。它适用于各种模型和广泛的参数值选择。这些结果表明聚类现象是稳健的,并且可能在自然界中观察到。由于必然存在整数个聚类,聚类将导致周期类似的行为,其周期接近细胞周期周期的整数除数。相关实验已经明确表明,细胞周期聚类发生在一些振荡酵母培养物中。

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