A perturbation analysis of rate theory of self-regulating genes and signaling networks |
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Authors: | Shi Pei-Zhe Qian Hong |
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Institution: | Department of Applied Mathematics, University of Washington, Seattle, Washington 98195, USA. ship@amath.washington.edu |
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Abstract: | A thorough kinetic analysis of the rate theory for stochastic self-regulating gene networks is presented. The chemical master equation kinetic model in terms of a coupled birth-death process is deconstructed into several simpler kinetic modules. We formulate and improve upon the rate theory of self-regulating genes in terms of perturbation theory. We propose a simple five-state scheme as a faithful caricature that elucidates the full kinetics including the "resonance phenomenon" discovered by Walczak et al. Proc. Natl. Acad. Sci. U.S.A. 102, 18926 (2005)]. The same analysis can be readily applied to other biochemical networks such as phosphorylation signaling with fluctuating kinase activity. Generalization of the present approach can be included in multiple time-scale numerical computations for large biochemical networks. |
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