Wang Yanli, Lo Wing-Cheong, Chou Ching-Shan
Department of Mathematics, The Ohio State University, Columbus, Ohio, United States of America.
Department of Mathematics, City University of Hong Kong, Hong Kong, China.
PLoS Comput Biol. 2017 Nov 9;13(11):e1005843. doi: 10.1371/journal.pcbi.1005843. eCollection 2017 Nov.
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.
出芽酵母在出芽和交配过程中经历极性生长,一直是研究细胞极性的有用模型系统。单倍体和二倍体酵母细胞选择芽位点的方式不同: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。虽然先前的研究集中在芽位点选择和极性建立的分子细节上,但对于不同的出芽模式如何在群体水平上产生不同的功能却知之甚少。在本文中,我们开发了一个基于二维智能体的模型,以研究具有细胞类型特异性生物学过程(如出芽、交配、交配型转换、营养消耗和细胞死亡)的出芽酵母菌落。该模型表明,轴向出芽模式在早期提高了交配概率,而双极出芽模式在营养限制下改善了菌落发育。我们的结果表明,交配型转换的频率可能控制着二倍体化和近亲繁殖之间的权衡。我们还通过模型研究了细胞衰老的影响。基于模拟,由衰老单倍体细胞启动的菌落在早期显示出交配概率下降,并随着恢复活力的后代成为多数而恢复。由衰老二倍体细胞启动的菌落在菌落扩展方面没有显示出劣势,这可能是因为年轻细胞对菌落扩展的贡献最大。