跳到主要导航 跳到搜索 跳到主要内容

Colored noise induced bistable switch in the genetic toggle switch systems

  • Pei Wang
  • , Jinhu Lü
  • , Xinghuo Yu
  • Henan University
  • Royal Melbourne Institute of Technology University
  • CAS - Academy of Mathematics and System Sciences
  • King Abdulaziz University

科研成果: 期刊稿件文章同行评审

摘要

Noise can induce various dynamical behaviors in nonlinear systems. White noise perturbed systems have been extensively investigated during the last decades. In gene networks, experimentally observed extrinsic noise is colored. As an attempt, we investigate the genetic toggle switch systems perturbed by colored extrinsic noise and with kinetic parameters. Compared with white noise perturbed systems, we show there also exists optimal colored noise strength to induce the best stochastic switch behaviors in the single toggle switch, and the best synchronized switching in the networked systems, which demonstrate that noise-induced optimal switch behaviors are widely in existence. Moreover, under a wide range of system parameter regions, we find there exist wider ranges of white and colored noises strengths to induce good switch and synchronization behaviors, respectively; therefore, white noise is beneficial for switch and colored noise is beneficial for population synchronization. Our observations are very robust to extrinsic stimulus strength, cell density, and diffusion rate. Finally, based on the Waddington's epigenetic landscape and the Wiener-Khintchine theorem, physical mechanisms underlying the observations are interpreted. Our investigations can provide guidelines for experimental design, and have potential clinical implications in gene therapy and synthetic biology.

源语言英语
文章编号2368982
页(从-至)579-589
页数11
期刊IEEE/ACM Transactions on Computational Biology and Bioinformatics
12
3
DOI
出版状态已出版 - 1 5月 2015
已对外发布

指纹

探究 'Colored noise induced bistable switch in the genetic toggle switch systems' 的科研主题。它们共同构成独一无二的指纹。

引用此