Department of Mathematics, The University of British Columbia, Vancouver, BC V6T 1Z2, Canada.
Phys Biol. 2012 Aug;9(4):046005. doi: 10.1088/1478-3975/9/4/046005. Epub 2012 Jul 11.
Patterns of waves, patches, and peaks of actin are observed experimentally in many living cells. Models of this phenomenon have been based on the interplay between filamentous actin (F-actin) and its nucleation promoting factors (NPFs) that activate the Arp2/3 complex. Here we present an alternative biologically-motivated model for F-actin-NPF interaction based on properties of GTPases acting as NPFs. GTPases (such as Cdc42, Rac) are known to promote actin nucleation, and to have active membrane-bound and inactive cytosolic forms. The model is a natural extension of a previous mathematical mini-model of small GTPases that generates static cell polarization. Like other modellers, we assume that F-actin negative feedback shapes the observed patterns by suppressing the trailing edge of NPF-generated wave-fronts, hence localizing the activity spatially. We find that our NPF-actin model generates a rich set of behaviours, spanning a transition from static polarization to single pulses, reflecting waves, wave trains, and oscillations localized at the cell edge. The model is developed with simplicity in mind to investigate the interaction between nucleation promoting factor kinetics and negative feedback. It explains distinct types of pattern initiation mechanisms, and identifies parameter regimes corresponding to distinct behaviours. We show that weak actin feedback yields static patterning, moderate feedback yields dynamical behaviour such as travelling waves, and strong feedback can lead to wave trains or total suppression of patterning. We use a recently introduced nonlinear bifurcation analysis to explore the parameter space of this model and predict its behaviour with simulations validating those results.
在许多活细胞中都观察到了肌动蛋白的波、斑和峰的模式。这一现象的模型基于丝状肌动蛋白(F-actin)与其成核促进因子(NPFs)之间的相互作用,NPFs 可激活 Arp2/3 复合物。在这里,我们提出了一种基于 GTPases 作为 NPFs 的特性的替代的、具有生物学意义的 F-actin-NPF 相互作用模型。众所周知,GTPases(如 Cdc42、Rac)可促进肌动蛋白成核,并具有活性膜结合形式和非活性细胞溶质形式。该模型是之前关于小 GTPases 的数学微型模型的自然延伸,该模型可产生静态细胞极化。与其他建模者一样,我们假设 F-actin 的负反馈通过抑制 NPF 生成的波前的滞后边缘来塑造观察到的模式,从而在空间上定位活性。我们发现,我们的 NPF-actin 模型产生了丰富的行为集,跨越了从静态极化到单个脉冲的转变,反映了波、波列和位于细胞边缘的振荡。该模型的开发旨在研究成核促进因子动力学和负反馈之间的相互作用。它解释了不同类型的模式启动机制,并确定了与不同行为相对应的参数范围。我们表明,弱肌动蛋白反馈会产生静态图案,适度的反馈会产生动态行为,如传播波,而强反馈会导致波列或完全抑制图案。我们使用最近引入的非线性分岔分析来探索该模型的参数空间,并通过模拟验证这些结果来预测其行为。