Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.

Chemical reactions inside cells are generally considered to happen within fixed-size compartments. However, cells and their compartments are highly dynamic. Thus, such stringent geometrical assumptions may not reflect biophysical reality, and can highly bias conclusions from simulation studies. In t...

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Main Authors: Atiyo Ghosh, Tatiana T Marquez-Lago
Format: Article
Language:English
Published: Public Library of Science (PLoS) 2015-01-01
Series:PLoS ONE
Online Access:http://europepmc.org/articles/PMC4521929?pdf=render
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spelling doaj-8074c86ddb9048f39aaf154f67bcb5a32020-11-25T02:04:35ZengPublic Library of Science (PLoS)PLoS ONE1932-62032015-01-01107e013340110.1371/journal.pone.0133401Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.Atiyo GhoshTatiana T Marquez-LagoChemical reactions inside cells are generally considered to happen within fixed-size compartments. However, cells and their compartments are highly dynamic. Thus, such stringent geometrical assumptions may not reflect biophysical reality, and can highly bias conclusions from simulation studies. In this work, we present an intuitive algorithm for particle-based diffusion in and on moving boundaries, for both point particles and spherical particles. We first benchmark our proposed stochastic method against solutions of partial differential equations in appropriate scenarios, and further demonstrate that moving boundaries can give rise to super-diffusive motion as well as time-inhomogeneous reaction rates. Finally, we conduct a numerical experiment representing photobleaching of diffusing fluorescent proteins in dividing Saccharomyces cerevisiae cells to demonstrate that moving boundaries might cause important effects neglected in previously published studies of cell compartmentalization.http://europepmc.org/articles/PMC4521929?pdf=render
collection DOAJ
language English
format Article
sources DOAJ
author Atiyo Ghosh
Tatiana T Marquez-Lago
spellingShingle Atiyo Ghosh
Tatiana T Marquez-Lago
Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.
PLoS ONE
author_facet Atiyo Ghosh
Tatiana T Marquez-Lago
author_sort Atiyo Ghosh
title Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.
title_short Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.
title_full Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.
title_fullStr Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.
title_full_unstemmed Simulating Stochastic Reaction-Diffusion Systems on and within Moving Boundaries.
title_sort simulating stochastic reaction-diffusion systems on and within moving boundaries.
publisher Public Library of Science (PLoS)
series PLoS ONE
issn 1932-6203
publishDate 2015-01-01
description Chemical reactions inside cells are generally considered to happen within fixed-size compartments. However, cells and their compartments are highly dynamic. Thus, such stringent geometrical assumptions may not reflect biophysical reality, and can highly bias conclusions from simulation studies. In this work, we present an intuitive algorithm for particle-based diffusion in and on moving boundaries, for both point particles and spherical particles. We first benchmark our proposed stochastic method against solutions of partial differential equations in appropriate scenarios, and further demonstrate that moving boundaries can give rise to super-diffusive motion as well as time-inhomogeneous reaction rates. Finally, we conduct a numerical experiment representing photobleaching of diffusing fluorescent proteins in dividing Saccharomyces cerevisiae cells to demonstrate that moving boundaries might cause important effects neglected in previously published studies of cell compartmentalization.
url http://europepmc.org/articles/PMC4521929?pdf=render
work_keys_str_mv AT atiyoghosh simulatingstochasticreactiondiffusionsystemsonandwithinmovingboundaries
AT tatianatmarquezlago simulatingstochasticreactiondiffusionsystemsonandwithinmovingboundaries
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