• DocumentCode
    1672030
  • Title

    Frequency analysis of intracellular signal transduction systems

  • Author

    Ishiyama, Hiroki ; Nakakuki, Takashi ; Ishii, Chiharu ; Kobayashi, Mitsuo

  • Author_Institution
    Dept. of Mech. Syst. Eng., Kogakuin Univ., Tokyo, Japan
  • fYear
    2010
  • Firstpage
    2006
  • Lastpage
    2009
  • 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.
  • Keywords
    Bode diagrams; biology; frequency control; sensitivity analysis; Bode diagram concept; L2-induced gain; biological system; frequency analysis; intracellular signal transduction systems; parameter sensitivity analysis; transcriptional control; Biological systems; Control systems; Feedforward neural networks; Proteins; Sensitivity analysis; Systems biology; Transient analysis; L2-induced gain; frequency analysis; input-output property; signal transduction system;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Control Automation and Systems (ICCAS), 2010 International Conference on
  • Conference_Location
    Gyeonggi-do
  • Print_ISBN
    978-1-4244-7453-0
  • Electronic_ISBN
    978-89-93215-02-1
  • Type

    conf

  • Filename
    5669745