Title :
A model of periodic oscillation for genetic regulatory systems
Author :
Chen, Luonan ; Aihara, Kazuyuki
Author_Institution :
Dept. of Electr. Eng. & Electron., Osaka Sangyo Univ., Japan
fDate :
10/1/2002 12:00:00 AM
Abstract :
In this paper, we focus on modeling and explaining periodic oscillations in gene-protein systems with a simple nonlinear model and on analyzing effects of time delay on the stability of oscillations. Our main model of genetic regulation comprises of a two-gene system with an autoregulatory feedback loop. We exploit multiple time scales and hysteretic properties of the model to construct periodic oscillations with jumping dynamics and analyze the possible mechanism according to the singular perturbation theory. As shown in this paper, periodic oscillations are mainly generated by nonlinearly negative and positive feedback loops in gene regulatory systems, whereas the jumping dynamics is generally caused by time scale differences among biochemical reactions. This simple model may actually act as a genetic oscillator or switch in gene-protein networks because the dynamics are robust for parameter perturbations or environment variations. We also explore effects of time delay on the stability of the dynamics, showing that the time delay generally increases the stability region of the oscillations, thereby making the oscillations robust to parameter changes. Two examples are also provided to numerically demonstrate our theoretical results.
Keywords :
bifurcation; delays; feedback; genetics; hysteresis; oscillations; physiological models; proteins; relaxation oscillators; stability; autoregulatory feedback loop; bifurcation; biochemical reactions; circadian rhythm; gene-protein systems; genetic regulation; genetic regulatory system; hysteretic properties; jumping dynamics; modeling; nonlinear model; nonlinearly negative feedback loops; nonlinearly positive feedback loops; oscillations stability; periodic oscillations; relaxation oscillator; singular perturbation theory; stability region; time delay; two-gene system; Delay effects; Feedback loop; Genetics; Hysteresis; Mechanical factors; Nonlinear dynamical systems; Oscillators; Robust stability; Stability analysis; Switches;
Journal_Title :
Circuits and Systems I: Fundamental Theory and Applications, IEEE Transactions on
DOI :
10.1109/TCSI.2002.803354