Cavallo James C, Scholpp Steffen, Flegg Mark B
School of Mathematics, Monash University, Australia.
Living Systems Institute, University of Exeter, United Kingdom.
J Theor Biol. 2020 Dec 21;507:110458. doi: 10.1016/j.jtbi.2020.110458. Epub 2020 Aug 29.
The Wnt signalling pathway plays an important role in development, disease, and normal tissue function. Mathematical models for Wnt signalling have predominantly focused on quantitatively predicting changes in steady-state β-catenin concentrations (the main downstream protein regulated by canonical Wnt signalling). One of the genes targeted for expression by Wnt/β-catenin signalling is the negative Wnt regulator Axin2. Recently, a number of authors have indicated a potential theoretical role of Axin2 feedback to induce oscillatory behaviour in the pathway and this has been observed in a number of detailed mathematical models. Due to the complexity of these models, the investigations to date have been limited to numerical experiments and parameter sensitivity analyses. In this manuscript, we study the fundamental structure of the dynamical system underlying the Wnt signalling mechanism with Axin2 feedback to gain some insight into why and when oscillations occur in models with this structure. We semi-rigorously analyse three simple models and, for these models, gain deep understanding of the characteristic set of conditions that are necessary and sufficient for oscillations to be induced. We discuss the possible biological consequences of these findings for Wnt signalling pathway oscillations. They include; to promote oscillations (1) Keeping all other parameters constant, the Wnt signal strength should neither be too high or too low but within a single finite window of values, (2) Wnt receptor complexes should fully deactivate Axin rather than temporarily deconstruct it from other scaffold proteins, (3) In the absence of stochastic effects or more complicated mechanisms, a critical delay in Axin2 feedback in the system is necessary, (4) Deactivation of Axin by the Wnt receptor complex needs to be critically efficient relative to β-catenin removal by Axin, and (5) conditions necessary are less strict if Axin2 feedback occurs after a fixed time rather than a Poisson-distributed time with the same average.
Wnt信号通路在发育、疾病和正常组织功能中发挥着重要作用。Wnt信号的数学模型主要集中在定量预测稳态β-连环蛋白浓度(经典Wnt信号调控的主要下游蛋白)的变化。Wnt/β-连环蛋白信号靶向表达的基因之一是负向Wnt调节因子Axin2。最近,一些作者指出Axin2反馈在诱导该通路振荡行为方面具有潜在的理论作用,这在一些详细的数学模型中已经得到观察。由于这些模型的复杂性,迄今为止的研究仅限于数值实验和参数敏感性分析。在本论文中,我们研究了具有Axin2反馈的Wnt信号机制背后动态系统的基本结构,以深入了解为何以及何时在具有这种结构的模型中会出现振荡。我们半严格地分析了三个简单模型,并针对这些模型深入理解了诱导振荡所需的必要和充分条件的特征集。我们讨论了这些发现对Wnt信号通路振荡可能产生的生物学后果。它们包括:为促进振荡,(1)在保持所有其他参数不变的情况下,Wnt信号强度既不应过高也不应过低,而应处于单个有限的值窗口内;(2)Wnt受体复合物应完全使Axin失活,而不是暂时将其从其他支架蛋白中解构;(3)在没有随机效应或更复杂机制的情况下,系统中Axin2反馈存在关键延迟是必要的;(4)Wnt受体复合物使Axin失活相对于Axin去除β-连环蛋白需要具有关键效率;(5)如果Axin2反馈在固定时间后发生而不是在具有相同平均值的泊松分布时间后发生,所需条件则不太严格。