Title :
Frequency response analysis of large-scale biological systems
Author :
Moriyama, Takaaki ; Nakakuki, Takashi
Author_Institution :
Major of Mech. Eng., Kogakuin Univ., Tokyo, Japan
Abstract :
In this paper, we propose an analysis method for a complicated and huge biological system. As a target system, we employ a newly published signal transduction system with transcriptional control. Our method is based on a extension of frequency response analysis. Since an output response depends on both frequency and amplitude of input signal, we straightforward construct a Bode-like diagram using three-dimensional space regarding frequency, amplitude and evaluation value. We also propose that a ratio of L2 norms between input and output signals is good to use for an evaluation value.
Keywords :
Bode diagrams; biology computing; frequency response; genetics; genomics; molecular biophysics; proteins; Bode-like diagram; L2 norms; frequency response analysis; gene expression; input signal amplitude; input signal frequency; large-scale biological systems; protein; signal transduction system; three-dimensional space; transcriptional control; Analytical models; Biological system modeling; Biological systems; Frequency response; Mathematical model; Proteins; Robustness; Frequency response analysis; Intracellular signal transduction system; L2 norm;
Conference_Titel :
Control, Automation and Systems (ICCAS), 2012 12th International Conference on
Conference_Location :
JeJu Island
Print_ISBN :
978-1-4673-2247-8