Department of Applied and Computational Mathematics and Statistics, University of Notre Dame, Notre Dame, Indiana.
Biophys J. 2018 Feb 6;114(3):711-722. doi: 10.1016/j.bpj.2017.12.007.
Regulation of polarized cell growth is essential for many cellular processes, including spatial coordination of cell morphology changes during growth and division. We present a mathematical model of the core mechanism responsible for the regulation of polarized growth dynamics by the small GTPase Cdc42. The model is based on the competition of growth zones of Cdc42 localized at the cell tips for a common substrate (inactive Cdc42) that diffuses in the cytosol. We consider several potential ways of implementing negative feedback between Cd42 and its GEF in this model that would be consistent with the observed oscillations of Cdc42 in fission yeast. We analyze the bifurcations in this model as the cell length increases, and total amount of Cdc42 and GEF increase. Symmetric antiphase oscillations at two tips emerge via saddle-homoclinic bifurcations or Hopf bifurcations. We find that a stable oscillation and a stable steady state can coexist, which is consistent with the experimental finding that only 50% of bipolar cells oscillate. The mean amplitude and period can be tuned by parameters involved in the negative feedback. We link modifications in the parameters of the model to observed mutant phenotypes. Our model suggests that negative feedback is more likely to be acting through inhibition of GEF association rather than upregulation of GEF dissociation.
极性细胞生长的调控对于许多细胞过程至关重要,包括在生长和分裂过程中细胞形态变化的空间协调。我们提出了一个负责调节小 GTPase Cdc42 极性生长动力学的核心机制的数学模型。该模型基于 Cdc42 定位于细胞尖端的生长区域与在细胞质中扩散的共同基质(失活的 Cdc42)之间的竞争。我们考虑了几种在该模型中实现 Cdc42 与其 GEF 之间负反馈的潜在方法,这些方法与裂殖酵母中观察到的 Cdc42 振荡一致。我们分析了随着细胞长度增加以及 Cdc42 和 GEF 的总量增加,该模型中的分岔。通过鞍Homoclinic 分岔或 Hopf 分岔出现两个尖端的对称反相振荡。我们发现稳定的振荡和稳定的稳态可以共存,这与实验结果一致,即只有 50%的双极细胞振荡。平均幅度和周期可以通过涉及负反馈的参数进行调整。我们将模型参数的修改与观察到的突变表型联系起来。我们的模型表明,负反馈更有可能通过抑制 GEF 结合而不是上调 GEF 解离来起作用。