Literature DB >> 25978877

On a theory of stability for nonlinear stochastic chemical reaction networks.

Patrick Smadbeck1, Yiannis N Kaznessis1.   

Abstract

We present elements of a stability theory for small, stochastic, nonlinear chemical reaction networks. Steady state probability distributions are computed with zero-information (ZI) closure, a closure algorithm that solves chemical master equations of small arbitrary nonlinear reactions. Stochastic models can be linearized around the steady state with ZI-closure, and the eigenvalues of the Jacobian matrix can be readily computed. Eigenvalues govern the relaxation of fluctuation autocorrelation functions at steady state. Autocorrelation functions reveal the time scales of phenomena underlying the dynamics of nonlinear reaction networks. In accord with the fluctuation-dissipation theorem, these functions are found to be congruent to response functions to small perturbations. Significant differences are observed in the stability of nonlinear reacting systems between deterministic and stochastic modeling formalisms.

Mesh:

Year:  2015        PMID: 25978877      PMCID: PMC4425728          DOI: 10.1063/1.4919834

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


  11 in total

Review 1.  Exact results for noise power spectra in linear biochemical reaction networks.

Authors:  Patrick B Warren; Sorin Tănase-Nicola; Pieter Rein ten Wolde
Journal:  J Chem Phys       Date:  2006-10-14       Impact factor: 3.488

Review 2.  Stochastic simulation of chemical kinetics.

Authors:  Daniel T Gillespie
Journal:  Annu Rev Phys Chem       Date:  2007       Impact factor: 12.703

3.  The finite state projection algorithm for the solution of the chemical master equation.

Authors:  Brian Munsky; Mustafa Khammash
Journal:  J Chem Phys       Date:  2006-01-28       Impact factor: 3.488

4.  Stochastic dynamics and non-equilibrium thermodynamics of a bistable chemical system: the Schlögl model revisited.

Authors:  Melissa Vellela; Hong Qian
Journal:  J R Soc Interface       Date:  2008-12-18       Impact factor: 4.118

5.  A closure scheme for chemical master equations.

Authors:  Patrick Smadbeck; Yiannis N Kaznessis
Journal:  Proc Natl Acad Sci U S A       Date:  2013-08-12       Impact factor: 11.205

6.  Stochastic mechanisms in gene expression.

Authors:  H H McAdams; A Arkin
Journal:  Proc Natl Acad Sci U S A       Date:  1997-02-04       Impact factor: 11.205

7.  Efficient Moment Matrix Generation for Arbitrary Chemical Networks.

Authors:  P Smadbeck; Y N Kaznessis
Journal:  Chem Eng Sci       Date:  2012-12-24       Impact factor: 4.311

8.  A general moment expansion method for stochastic kinetic models.

Authors:  Angelique Ale; Paul Kirk; Michael P H Stumpf
Journal:  J Chem Phys       Date:  2013-05-07       Impact factor: 3.488

9.  Analytical Derivation of Moment Equations in Stochastic Chemical Kinetics.

Authors:  Vassilios Sotiropoulos; Yiannis N Kaznessis
Journal:  Chem Eng Sci       Date:  2011-02-01       Impact factor: 4.311

10.  Multiscale Hy3S: hybrid stochastic simulation for supercomputers.

Authors:  Howard Salis; Vassilios Sotiropoulos; Yiannis N Kaznessis
Journal:  BMC Bioinformatics       Date:  2006-02-24       Impact factor: 3.169

View more
  1 in total

1.  On Differences between Deterministic and Stochastic Models of Chemical Reactions: Schlögl Solved with ZI-Closure.

Authors:  Michail Vlysidis; Yiannis N Kaznessis
Journal:  Entropy (Basel)       Date:  2018-09-06       Impact factor: 2.524

  1 in total

北京卡尤迪生物科技股份有限公司 © 2022-2023.