Literature DB >> 22400965

Identifying dynamical bottlenecks of stochastic transitions in biochemical networks.

Christopher C Govern1, Ming Yang, Arup K Chakraborty.   

Abstract

In biochemical networks, identifying key proteins and protein-protein reactions that regulate fluctuation-driven transitions leading to pathological cellular function is an important challenge. Using large deviation theory, we develop a semianalytical method to determine how changes in protein expression and rate parameters of protein-protein reactions influence the rate of such transitions. Our formulas agree well with computationally costly direct simulations and are consistent with experiments. Our approach reveals qualitative features of key reactions that regulate stochastic transitions.

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Year:  2012        PMID: 22400965      PMCID: PMC5470593          DOI: 10.1103/PhysRevLett.108.058102

Source DB:  PubMed          Journal:  Phys Rev Lett        ISSN: 0031-9007            Impact factor:   9.161


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