Frequency analysis of intracellular signal transduction systems

Hiroki Ishiyama, T. Nakakuki, C. Ishii, Mitsuo Kobayashi
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Abstract

In this paper, we propose two analysis methods for a complicated and huge biological system. As a practical biological system, we employ a newly published signal transduction system with transcriptional control. For such a system, only few analysis tools such as parameter sensitivity analysis are available. First, we extend the concept of Bode diagram, including the effect of changes of both amplitude are frequency of input signal on output response. Next, we introduce the calculation of the L2-induced gain. Although it is difficult to find the nominal gain theoretically, we show that the distribution of the gain over various amplitudes and frequencies of input signal provides us some useful information in a biological system.
细胞内信号转导系统的频率分析
本文针对一个复杂而庞大的生物系统,提出了两种分析方法。作为一个实用的生物系统,我们采用了一个新发表的具有转录控制的信号转导系统。对于这样的系统,只有很少的分析工具,如参数灵敏度分析。首先,我们扩展了波德图的概念,包括输入信号的幅值和频率的变化对输出响应的影响。接下来,我们介绍了l2诱导增益的计算。虽然理论上很难找到标称增益,但我们表明增益在输入信号的不同幅度和频率上的分布为我们提供了生物系统中一些有用的信息。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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