Conradi Carsten, Mincheva Maya
Max Planck Institute for Dynamics of Complex Technical Systems, , Magdeburg, Germany.
J R Soc Interface. 2014 Mar 19;11(95):20140158. doi: 10.1098/rsif.2014.0158. Print 2014 Jun 6.
Dual phosphorylation of proteins is a principal component of intracellular signalling. Bistability is considered an important property of such systems and its origin is not yet completely understood. Theoretical studies have established parameter values for multistationarity and bistability for many types of proteins. However, up to now no formal criterion linking multistationarity and bistability to the parameter values characterizing dual phosphorylation has been established. Deciding whether an unclassified protein has the capacity for bistability, therefore requires careful numerical studies. Here, we present two general algebraic conditions in the form of inequalities. The first employs the catalytic constants, and if satisfied guarantees multistationarity (and hence the potential for bistability). The second involves the catalytic and Michaelis constants, and if satisfied guarantees uniqueness of steady states (and hence absence of bistability). Our method also allows for the direct computation of the total concentration values such that multistationarity occurs. Applying our results yields insights into the emergence of bistability in the ERK-MEK-MKP system that previously required a delicate numerical effort. Our algebraic conditions present a practical way to determine the capacity for bistability and hence will be a useful tool for examining the origin of bistability in many models containing dual phosphorylation.
蛋白质的双磷酸化是细胞内信号传导的主要组成部分。双稳性被认为是此类系统的一个重要特性,但其起源尚未完全被理解。理论研究已经为多种类型的蛋白质确定了多稳态和双稳性的参数值。然而,到目前为止,尚未建立将多稳态和双稳性与表征双磷酸化的参数值联系起来的正式标准。因此,要确定一种未分类的蛋白质是否具有双稳性,需要进行仔细的数值研究。在这里,我们以不等式的形式给出两个一般代数条件。第一个条件使用催化常数,如果满足则保证多稳态(从而保证双稳性的可能性)。第二个条件涉及催化常数和米氏常数,如果满足则保证稳态的唯一性(从而保证不存在双稳性)。我们的方法还允许直接计算发生多稳态时的总浓度值。应用我们的结果可以深入了解ERK-MEK-MKP系统中双稳性的出现,而这之前需要进行精细的数值计算。我们的代数条件提供了一种确定双稳性能力的实用方法,因此将成为研究许多包含双磷酸化的模型中双稳性起源的有用工具。