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Comparison of Dynamical Behaviors Between Monofunctional and Bifunctional Two-Component Signaling Modules

机译:单功能和双功能两组分信号模块之间动力学行为的比较

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摘要

Two-component signaling modules exist extensively in bacteria and microbes. These modules can be, based on their distinct network structures, divided into two types: the monofunctional system (denoted by MFS) where the sensor kinase (SK) modulates only phosphorylation of the response regulator (RR), and the bifunctional system (denoted by BFS) where the SK catalyzes both phosphorylation and dephosphorylation of the RR. Here, we analyze dynamical behaviors of these two systems based on stability theory, focusing on differences between them. The analysis of the deterministic behavior indicates that there is no difference between the two modules, that is, each system has the unique stable steady state. However, there are significant differences in stochastic behavior between them. Specifically, if the mean phosphorylated SK level is kept the same for the two modules, then the variance and the Fano factor for the phosphorylated RR in the BFS are always no less than those in the MFS, indicating that bifunctionality always enhances fluctuations. The correlation between the phosphorylated SK and the phosphorylated RR in the BFS is always positive mainly due to competition between system components, but this correlation in the MFS may be positive, almost zero, or negative, depending on the ratio between two rate constants. Our overall analysis indicates that differences between dynamical behaviors of monofunctional and bifunctional signaling modules are mainly in the stochastic rather than deterministic aspect.
机译:两组分信号模块广泛存在于细菌和微生物中。这些模块可以根据其独特的网络结构分为两种类型:单功能系统(由MFS表示),其中传感器激酶(SK)仅调节响应调节剂(RR)的磷酸化;双功能系统(由MFS表示) BFS),其中SK催化RR的磷酸化和去磷酸化。在这里,我们基于稳定性理论分析这两个系统的动力学行为,着眼于它们之间的差异。对确定性行为的分析表明,两个模块之间没有差异,即每个系统都具有唯一的稳定稳态。但是,它们之间的随机行为存在显着差异。具体而言,如果两个模块的平均磷酸化SK水平保持相同,则BFS中磷酸化RR的方差和Fano因子始终不小于MFS中的那些,表明双功能性总是会增加波动。 BFS中磷酸化SK和磷酸化RR之间的相关性始终是正的,主要是由于系统组件之间的竞争,但是MFS中的这种相关性可能是正的,几乎为零或负的,具体取决于两个速率常数之间的比率。我们的整体分析表明,单功能和双功能信号模块动态行为之间的差异主要是随机的,而不是确定性的。

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