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A modeling study of budding yeast colony formation and its relationship to budding pattern and aging

机译:出芽酵母菌落形成及其与出芽方式和衰老关系的模型研究

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摘要

Budding yeast, which undergoes polarized growth during budding and mating, has been a useful model system to study cell polarization. Bud sites are selected differently in haploid and diploid yeast cells: haploid cells bud in an axial manner, while diploid cells bud in a bipolar manner. While previous studies have been focused on the molecular details of the bud site selection and polarity establishment, not much is known about how different budding patterns give rise to different functions at the population level. In this paper, we develop a two-dimensional agent-based model to study budding yeast colonies with cell-type specific biological processes, such as budding, mating, mating type switch, consumption of nutrients, and cell death. The model demonstrates that the axial budding pattern enhances mating probability at an early stage and the bipolar budding pattern improves colony development under nutrient limitation. Our results suggest that the frequency of mating type switch might control the trade-off between diploidization and inbreeding. The effect of cellular aging is also studied through our model. Based on the simulations, colonies initiated by an aged haploid cell show declined mating probability at an early stage and recover as the rejuvenated offsprings become the majority. Colonies initiated with aged diploid cells do not show disadvantage in colony expansion possibly due to the fact that young cells contribute the most to colony expansion.
机译:在萌芽和交配过程中经历极化生长的萌芽酵母已成为研究细胞极化的有用模型系统。在单倍体和二倍体酵母细胞中芽的位置选择不同:单倍体细胞以轴向方式出芽,而二倍体细胞以双极方式出芽。尽管以前的研究集中在芽位点选择和极性建立的分子细节上,但对于不同的芽接模式如何在种群水平上产生不同的功能知之甚少。在本文中,我们开发了一个基于二维代理的模型,以研究具有细胞类型特定生物学过程(例如出芽,交配,交配类型转换,营养物质消耗和细胞死亡)的出芽酵母菌落。该模型表明,在营养限制下,轴向出芽模式可以提高早期的交配概率,而双极出芽模式可以提高菌落发育。我们的结果表明,交配型开关的频率可能会控制二倍体化和近交之间的权衡。还通过我们的模型研究了细胞衰老的影响。根据模拟,由衰老的单倍体细胞启动的集落在早期显示出降低的交配概率,并在恢复后代的后代占多数时恢复。由衰老的二倍体细胞起始的菌落在菌落扩增中没有表现出不利,这可能是由于年轻细胞对菌落扩增的贡献最大。

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