Literature DB >> 26830760

Discrete-continuous reaction-diffusion model with mobile point-like sources and sinks.

Svyatoslav Kondrat1, Olav Zimmermann2, Wolfgang Wiechert3, Eric von Lieres3.   

Abstract

In many applications in soft and biological physics, there are multiple time and length scales involved but often with a distinct separation between them. For instance, in enzyme kinetics, enzymes are relatively large, move slowly and their copy numbers are typically small, while the metabolites (being transformed by these enzymes) are often present in abundance, are small in size and diffuse fast. It seems thus natural to apply different techniques to different time and length levels and couple them. Here we explore this possibility by constructing a stochastic-deterministic discrete-continuous reaction-diffusion model with mobile sources and sinks. Such an approach allows in particular to separate different sources of stochasticity. We demonstrate its application by modelling enzyme-catalysed reactions with freely diffusing enzymes and a heterogeneous source of metabolites. Our calculations suggest that using a higher amount of less active enzymes, as compared to fewer more active enzymes, reduces the metabolite pool size and correspondingly the lag time, giving rise to a faster response to external stimuli. The methodology presented can be extended to more complex systems and offers exciting possibilities for studying problems where spatial heterogeneities, stochasticity or discreteness play a role.

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Keywords:  Tips and Tricks

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Year:  2016        PMID: 26830760     DOI: 10.1140/epje/i2016-16011-0

Source DB:  PubMed          Journal:  Eur Phys J E Soft Matter        ISSN: 1292-8941            Impact factor:   1.890


  26 in total

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Authors:  Yuichi Togashi; Kunihiko Kaneko
Journal:  Phys Rev E Stat Nonlin Soft Matter Phys       Date:  2004-08-23

2.  The two-regime method for optimizing stochastic reaction-diffusion simulations.

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Journal:  J R Soc Interface       Date:  2011-10-19       Impact factor: 4.118

3.  Spatial and stochastic cellular modeling with the Smoldyn simulator.

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Journal:  Methods Mol Biol       Date:  2012

4.  Dynamics of Ion Transport in Ionic Liquids.

Authors:  Alpha A Lee; Svyatoslav Kondrat; Dominic Vella; Alain Goriely
Journal:  Phys Rev Lett       Date:  2015-09-04       Impact factor: 9.161

5.  Stochastic simulation of chemical reactions with spatial resolution and single molecule detail.

Authors:  Steven S Andrews; Dennis Bray
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6.  Localization, annotation, and comparison of the Escherichia coli K-12 proteome under two states of growth.

Authors:  Ana Lopez-Campistrous; Paul Semchuk; Lorne Burke; Taunja Palmer-Stone; Stephen J Brokx; Gordon Broderick; Drell Bottorff; Sandra Bolch; Joel H Weiner; Michael J Ellison
Journal:  Mol Cell Proteomics       Date:  2005-05-19       Impact factor: 5.911

7.  Dynamic partitioning for hybrid simulation of the bistable HIV-1 transactivation network.

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Journal:  Bioinformatics       Date:  2006-09-05       Impact factor: 6.937

8.  Reactive boundary conditions for stochastic simulations of reaction-diffusion processes.

Authors:  Radek Erban; S Jonathan Chapman
Journal:  Phys Biol       Date:  2007-02-14       Impact factor: 2.583

9.  Hybrid finite element and Brownian dynamics method for diffusion-controlled reactions.

Authors:  Patricia Bauler; Gary A Huber; J Andrew McCammon
Journal:  J Chem Phys       Date:  2012-04-28       Impact factor: 3.488

10.  Stochastic modelling of reaction-diffusion processes: algorithms for bimolecular reactions.

Authors:  Radek Erban; S Jonathan Chapman
Journal:  Phys Biol       Date:  2009-08-21       Impact factor: 2.583

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  2 in total

1.  Does metabolite channeling accelerate enzyme-catalyzed cascade reactions?

Authors:  Liubov Poshyvailo; Eric von Lieres; Svyatoslav Kondrat
Journal:  PLoS One       Date:  2017-02-24       Impact factor: 3.240

2.  Efficient assembly and long-term stability of defensive microbiomes via private resources and community bistability.

Authors:  Gergely Boza; Sarah F Worsley; Douglas W Yu; István Scheuring
Journal:  PLoS Comput Biol       Date:  2019-05-31       Impact factor: 4.475

  2 in total

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