Title :
Analysis of a Digital Clock for Molecular Computing
Author :
Ugander, Johan ; Dunlop, Mary J. ; Murray, Richard M.
Author_Institution :
Lund Univ., Lund
Abstract :
The control of synthetic genetic regulatory networks is an emerging engineering challenge. In this study, we propose a new synthetic genetic network that behaves as a digital clock, producing square waveform oscillations. We analyze two models of the network: a deterministic model based on Michaelis-Menten kinetics, as well as a stochastic model based on the Gillespie algorithm. Both models predict regions of oscillatory behavior; the deterministic model provides insight into the conditions required to produce the oscillating clock-like behavior, while the stochastic model is truer to natural dynamics. Intracellular stochasticity is seen to contribute phase noise to the oscillator, and we propose improvements for the network and discuss the conceptual foundations of these improvements.
Keywords :
biocomputing; biocontrol; cellular biophysics; genetics; stochastic processes; digital clock; intracellular stochasticity; molecular computing; phase noise; synthetic genetic regulatory network control; Circuits; Cities and towns; Clocks; Genetics; Mathematical model; Molecular computing; Predictive models; Proteins; Stochastic resonance; Switches;
Conference_Titel :
American Control Conference, 2007. ACC '07
Conference_Location :
New York, NY
Print_ISBN :
1-4244-0988-8
Electronic_ISBN :
0743-1619
DOI :
10.1109/ACC.2007.4282583