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细胞内信息解码的动力学。

Dynamics of intracellular information decoding.

机构信息

Institute of Industrial Science, University of Tokyo, 4-6-1 Komaba, Meguro-ku, Tokyo 153-8505, Japan.

出版信息

Phys Biol. 2011 Oct;8(5):055007. doi: 10.1088/1478-3975/8/5/055007. Epub 2011 Aug 10.

Abstract

A variety of cellular functions are robust even to substantial intrinsic and extrinsic noise in intracellular reactions and the environment that could be strong enough to impair or limit them. In particular, of substantial importance is cellular decision-making in which a cell chooses a fate or behavior on the basis of information conveyed in noisy external signals. For robust decoding, the crucial step is filtering out the noise inevitably added during information transmission. As a minimal and optimal implementation of such an information decoding process, the autocatalytic phosphorylation and autocatalytic dephosphorylation (aPadP) cycle was recently proposed. Here, we analyze the dynamical properties of the aPadP cycle in detail. We describe the dynamical roles of the stationary and short-term responses in determining the efficiency of information decoding and clarify the optimality of the threshold value of the stationary response and its information-theoretical meaning. Furthermore, we investigate the robustness of the aPadP cycle against the receptor inactivation time and intrinsic noise. Finally, we discuss the relationship among information decoding with information-dependent actions, bet-hedging and network modularity.

摘要

各种细胞功能即使在细胞内反应和环境中的固有和外在噪声很大的情况下也很稳健,这些噪声大到足以损害或限制它们。特别是,细胞决策在其中起着重要作用,细胞根据噪声外部信号中传递的信息来选择命运或行为。为了稳健解码,关键步骤是过滤掉信息传输过程中不可避免地添加的噪声。作为这种信息解码过程的最小和最佳实现,最近提出了自动催化磷酸化和自动催化去磷酸化 (aPadP) 循环。在这里,我们详细分析了 aPadP 循环的动力学特性。我们描述了静态和短期响应的动力学作用,以确定信息解码的效率,并阐明静态响应的阈值的最优性及其信息理论意义。此外,我们研究了 aPadP 循环对受体失活时间和固有噪声的鲁棒性。最后,我们讨论了信息解码与信息依赖的动作、赌注避险和网络模块化之间的关系。

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