master equation;
stochastic delay equations;
noise;
time delay;
systems biology;
D O I:
10.1073/pnas.0503858102
中图分类号:
O [数理科学和化学];
P [天文学、地球科学];
Q [生物科学];
N [自然科学总论];
学科分类号:
07 ;
0710 ;
09 ;
摘要:
The small number of reactant molecules involved in gene regulation can lead to significant fluctuations in intracellular mRNA and protein concentrations, and there have been numerous recent studies devoted to the consequences of such noise at the regulatory level. Theoretical and computational work on stochastic gene expression has tended to focus on instantaneous transcriptional and translational events, whereas the role of realistic delay times in these stochastic processes has received little attention. Here, we explore the combined effects of time delay and intrinsic noise on gene regulation. Beginning with a set of biochemical reactions, some of which are delayed, we deduce a truncated master equation for the reactive system and derive an analytical expression for the correlation function and power spectrum. We develop a generalized Gillespie algorithm that accounts for the non-Markovian properties of random biochemical events with delay and compare our analytical findings with simulations. We show how time delay in gene expression can cause a system to be oscillatory even when its deterministic counterpart exhibits no oscillations. We demonstrate how such delay-induced instabilities can compromise the ability of a negative feedback loop to reduce the deleterious effects of noise. Given the prevalence of negative feedback in gene regulation, our findings may lead to new insights related to expression variability at the whole-genome scale.
机构:
Fred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USA
Ahmad, K
;
Henikoff, S
论文数: 0引用数: 0
h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USA
机构:
Fred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USA
Ahmad, K
;
Henikoff, S
论文数: 0引用数: 0
h-index: 0
机构:
Fred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USAFred Hutchinson Canc Res Ctr, Howard Hughes Med Inst, Seattle, WA 98109 USA