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A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation
Many important cellular processes are regulated by reaction-diffusion (RD) of molecules that takes place both in the cytoplasm and on the membrane. To model and analyze such multicompartmental processes, we developed a lattice-based Monte Carlo method, Spatiocyte that supports RD in volume and surfa...
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Formato: | Texto |
Lenguaje: | English |
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Springer Netherlands
2009
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2816228/ https://www.ncbi.nlm.nih.gov/pubmed/20012222 http://dx.doi.org/10.1007/s11693-009-9047-2 |
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author | Arjunan, Satya Nanda Vel Tomita, Masaru |
author_facet | Arjunan, Satya Nanda Vel Tomita, Masaru |
author_sort | Arjunan, Satya Nanda Vel |
collection | PubMed |
description | Many important cellular processes are regulated by reaction-diffusion (RD) of molecules that takes place both in the cytoplasm and on the membrane. To model and analyze such multicompartmental processes, we developed a lattice-based Monte Carlo method, Spatiocyte that supports RD in volume and surface compartments at single molecule resolution. Stochasticity in RD and the excluded volume effect brought by intracellular molecular crowding, both of which can significantly affect RD and thus, cellular processes, are also supported. We verified the method by comparing simulation results of diffusion, irreversible and reversible reactions with the predicted analytical and best available numerical solutions. Moreover, to directly compare the localization patterns of molecules in fluorescence microscopy images with simulation, we devised a visualization method that mimics the microphotography process by showing the trajectory of simulated molecules averaged according to the camera exposure time. In the rod-shaped bacterium Escherichia coli, the division site is suppressed at the cell poles by periodic pole-to-pole oscillations of the Min proteins (MinC, MinD and MinE) arising from carefully orchestrated RD in both cytoplasm and membrane compartments. Using Spatiocyte we could model and reproduce the in vivo MinDE localization dynamics by accounting for the previously reported properties of MinE. Our results suggest that the MinE ring, which is essential in preventing polar septation, is largely composed of MinE that is transiently attached to the membrane independently after recruited by MinD. Overall, Spatiocyte allows simulation and visualization of complex spatial and reaction-diffusion mediated cellular processes in volumes and surfaces. As we showed, it can potentially provide mechanistic insights otherwise difficult to obtain experimentally. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11693-009-9047-2) contains supplementary material, which is available to authorized users. |
format | Text |
id | pubmed-2816228 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2009 |
publisher | Springer Netherlands |
record_format | MEDLINE/PubMed |
spelling | pubmed-28162282010-02-13 A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation Arjunan, Satya Nanda Vel Tomita, Masaru Syst Synth Biol Research Article Many important cellular processes are regulated by reaction-diffusion (RD) of molecules that takes place both in the cytoplasm and on the membrane. To model and analyze such multicompartmental processes, we developed a lattice-based Monte Carlo method, Spatiocyte that supports RD in volume and surface compartments at single molecule resolution. Stochasticity in RD and the excluded volume effect brought by intracellular molecular crowding, both of which can significantly affect RD and thus, cellular processes, are also supported. We verified the method by comparing simulation results of diffusion, irreversible and reversible reactions with the predicted analytical and best available numerical solutions. Moreover, to directly compare the localization patterns of molecules in fluorescence microscopy images with simulation, we devised a visualization method that mimics the microphotography process by showing the trajectory of simulated molecules averaged according to the camera exposure time. In the rod-shaped bacterium Escherichia coli, the division site is suppressed at the cell poles by periodic pole-to-pole oscillations of the Min proteins (MinC, MinD and MinE) arising from carefully orchestrated RD in both cytoplasm and membrane compartments. Using Spatiocyte we could model and reproduce the in vivo MinDE localization dynamics by accounting for the previously reported properties of MinE. Our results suggest that the MinE ring, which is essential in preventing polar septation, is largely composed of MinE that is transiently attached to the membrane independently after recruited by MinD. Overall, Spatiocyte allows simulation and visualization of complex spatial and reaction-diffusion mediated cellular processes in volumes and surfaces. As we showed, it can potentially provide mechanistic insights otherwise difficult to obtain experimentally. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1007/s11693-009-9047-2) contains supplementary material, which is available to authorized users. Springer Netherlands 2009-12-10 2010-03 /pmc/articles/PMC2816228/ /pubmed/20012222 http://dx.doi.org/10.1007/s11693-009-9047-2 Text en © The Author(s) 2009 https://creativecommons.org/licenses/by-nc/4.0/ This article is distributed under the terms of the Creative Commons Attribution Noncommercial License which permits any noncommercial use, distribution, and reproduction in any medium, provided the original author(s) and source are credited. |
spellingShingle | Research Article Arjunan, Satya Nanda Vel Tomita, Masaru A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation |
title | A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation |
title_full | A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation |
title_fullStr | A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation |
title_full_unstemmed | A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation |
title_short | A new multicompartmental reaction-diffusion modeling method links transient membrane attachment of E. coli MinE to E-ring formation |
title_sort | new multicompartmental reaction-diffusion modeling method links transient membrane attachment of e. coli mine to e-ring formation |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2816228/ https://www.ncbi.nlm.nih.gov/pubmed/20012222 http://dx.doi.org/10.1007/s11693-009-9047-2 |
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