Literature DB >> 27155656

Transitions in genetic toggle switches driven by dynamic disorder in rate coefficients.

Hang Chen1, Peter Thill1, Jianshu Cao1.   

Abstract

In biochemical systems, intrinsic noise may drive the system switch from one stable state to another. We investigate how kinetic switching between stable states in a bistable network is influenced by dynamic disorder, i.e., fluctuations in the rate coefficients. Using the geometric minimum action method, we first investigate the optimal transition paths and the corresponding minimum actions based on a genetic toggle switch model in which reaction coefficients draw from a discrete probability distribution. For the continuous probability distribution of the rate coefficient, we then consider two models of dynamic disorder in which reaction coefficients undergo different stochastic processes with the same stationary distribution. In one, the kinetic parameters follow a discrete Markov process and in the other they follow continuous Langevin dynamics. We find that regulation of the parameters modulating the dynamic disorder, as has been demonstrated to occur through allosteric control in bistable networks in the immune system, can be crucial in shaping the statistics of optimal transition paths, transition probabilities, and the stationary probability distribution of the network.

Mesh:

Year:  2016        PMID: 27155656      PMCID: PMC4859828          DOI: 10.1063/1.4948461

Source DB:  PubMed          Journal:  J Chem Phys        ISSN: 0021-9606            Impact factor:   3.488


  12 in total

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Journal:  Science       Date:  2014-07-04       Impact factor: 47.728

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  1 in total

1.  Quantifying the Stability of Coupled Genetic and Epigenetic Switches With Variational Methods.

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Journal:  Front Genet       Date:  2021-01-22       Impact factor: 4.599

  1 in total

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