Stochastic synchronization of genetic oscillator networks

被引:70
|
作者
Li, Chunguang [1 ]
Chen, Luonan
Aihara, Kazuyuki
机构
[1] Univ Elect Sci & Technol China, Ctr Nonlinear & Complex Syst, Sch Elect Engn, Chengdu 610054, Peoples R China
[2] Univ Tokyo, ERATO, Komaba Open Lab, Aihara Complex Modelling Project,Meguro Ku, Tokyo 1538505, Japan
[3] Univ Tokyo, Inst Ind Sci, Tokyo 1538505, Japan
[4] Shanghai Univ, Inst Syst Biol, Shanghai 200444, Peoples R China
[5] Osaka Sanyo Univ, Dept Elect & Elect Engn, Osaka, Japan
关键词
D O I
10.1186/1752-0509-1-6
中图分类号
Q [生物科学];
学科分类号
07 ; 0710 ; 09 ;
摘要
Background: The study of synchronization among genetic oscillators is essential for the understanding of the rhythmic phenomena of living organisms at both molecular and cellular levels. Genetic networks are intrinsically noisy due to natural random intra- and inter-cellular fluctuations. Therefore, it is important to study the effects of noise perturbation on the synchronous dynamics of genetic oscillators. From the synthetic biology viewpoint, it is also important to implement biological systems that minimizing the negative influence of the perturbations. Results: In this paper, based on systems biology approach, we provide a general theoretical result on the synchronization of genetic oscillators with stochastic perturbations. By exploiting the specific properties of many genetic oscillator models, we provide an easy-verified sufficient condition for the stochastic synchronization of coupled genetic oscillators, based on the Lur'e system approach in control theory. A design principle for minimizing the influence of noise is also presented. To demonstrate the effectiveness of our theoretical results, a population of coupled repressillators is adopted as a numerical example. Conclusion: In summary, we present an efficient theoretical method for analyzing the synchronization of genetic oscillator networks, which is helpful for understanding and testing the synchronization phenomena in biological organisms. Besides, the results are actually applicable to general oscillator networks.
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收藏
页数:11
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