Information processing in the adaptation of Saccharomyces cerevisiae to osmotic stress: an analysis of the phosphorelay system.

Systems and Synthetic Biology Pub Date : 2014-12-01 Epub Date: 2014-04-19 DOI:10.1007/s11693-014-9146-6
Friedemann Uschner, Edda Klipp
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引用次数: 9

Abstract

Cellular signaling is key for organisms to survive immediate stresses from fluctuating environments as well as relaying important information about external stimuli. Effective mechanisms have evolved to ensure appropriate responses for an optimal adaptation process. For them to be functional despite the noise that occurs in biochemical transmission, the cell needs to be able to infer reliably what was sensed in the first place. For example Saccharomyces cerevisiae are able to adjust their response to osmotic shock depending on the severity of the shock and initiate responses that lead to near perfect adaptation of the cell. We investigate the Sln1-Ypd1-Ssk1-phosphorelay as a module in the high-osmolarity glycerol pathway by incorporating a stochastic model. Within this framework, we can imitate the noisy perception of the cell and interpret the phosphorelay as an information transmitting channel in the sense of C.E. Shannon's "Information Theory". We refer to the channel capacity as a measure to quantify and investigate the transmission properties of this system, enabling us to draw conclusions on viable parameter sets for modeling the system.

Abstract Image

Abstract Image

酿酒酵母菌适应渗透胁迫的信息处理:磷接力系统的分析。
细胞信号是生物体在波动环境中生存的关键,也是传递有关外部刺激的重要信息的关键。已经形成了有效的机制,以确保对最佳适应进程作出适当的反应。为了使它们在生化传递过程中不受干扰地发挥作用,细胞需要能够可靠地推断出最初感知到的是什么。例如,酿酒酵母菌能够根据冲击的严重程度调整其对渗透休克的反应,并启动导致细胞接近完美适应的反应。我们通过结合随机模型研究了sln1 - ypd1 - ssk1 -磷接力作为高渗透压甘油途径中的一个模块。在这个框架下,我们可以模仿细胞的噪声感知,将磷接力解释为C.E.香农“信息论”意义上的信息传递通道。我们将信道容量作为量化和研究该系统传输特性的一种度量,使我们能够得出用于系统建模的可行参数集的结论。
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