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RSSALib: a library for stochastic simulation of complex biochemical reactions

MOTIVATION: Stochastic chemical kinetics is an essential mathematical framework for investigating the dynamics of biological processes, especially when stochasticity plays a vital role in their development. Simulation is often the only option for the analysis of many practical models due to their an...

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Autor principal: Thanh, Vo Hong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2020
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750935/
https://www.ncbi.nlm.nih.gov/pubmed/32614393
http://dx.doi.org/10.1093/bioinformatics/btaa602
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author Thanh, Vo Hong
author_facet Thanh, Vo Hong
author_sort Thanh, Vo Hong
collection PubMed
description MOTIVATION: Stochastic chemical kinetics is an essential mathematical framework for investigating the dynamics of biological processes, especially when stochasticity plays a vital role in their development. Simulation is often the only option for the analysis of many practical models due to their analytical intractability. RESULTS: We present in this article, the simulation library RSSALib, implementing our recently developed rejection-based stochastic simulation algorithm (RSSA) and a wide range of its improvements, to accelerate the simulation and analysis of biochemical reactions. RSSALib supports reactions with complex kinetics and time delays, necessary to model complexities of reaction mechanisms. Our library provides both an application program interface and a graphic user interface to ease the set-up and visualization of the simulation results. AVAILABILITY AND IMPLEMENTATION: RSSALib is freely available at: https://github.com/vo-hong-thanh/rssalib. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-77509352020-12-28 RSSALib: a library for stochastic simulation of complex biochemical reactions Thanh, Vo Hong Bioinformatics Applications Notes MOTIVATION: Stochastic chemical kinetics is an essential mathematical framework for investigating the dynamics of biological processes, especially when stochasticity plays a vital role in their development. Simulation is often the only option for the analysis of many practical models due to their analytical intractability. RESULTS: We present in this article, the simulation library RSSALib, implementing our recently developed rejection-based stochastic simulation algorithm (RSSA) and a wide range of its improvements, to accelerate the simulation and analysis of biochemical reactions. RSSALib supports reactions with complex kinetics and time delays, necessary to model complexities of reaction mechanisms. Our library provides both an application program interface and a graphic user interface to ease the set-up and visualization of the simulation results. AVAILABILITY AND IMPLEMENTATION: RSSALib is freely available at: https://github.com/vo-hong-thanh/rssalib. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2020-07-02 /pmc/articles/PMC7750935/ /pubmed/32614393 http://dx.doi.org/10.1093/bioinformatics/btaa602 Text en © The Author(s) 2020. Published by Oxford University Press. https://creativecommons.org/licenses/by-nc/4.0/This is an Open Access article distributed under the terms of the Creative Commons Attribution Non-Commercial License (http://creativecommons.org/licenses/by-nc/4.0/ (https://creativecommons.org/licenses/by-nc/4.0/) ), which permits non-commercial re-use, distribution, and reproduction in any medium, provided the original work is properly cited. For commercial re-use, please contact journals.permissions@oup.com
spellingShingle Applications Notes
Thanh, Vo Hong
RSSALib: a library for stochastic simulation of complex biochemical reactions
title RSSALib: a library for stochastic simulation of complex biochemical reactions
title_full RSSALib: a library for stochastic simulation of complex biochemical reactions
title_fullStr RSSALib: a library for stochastic simulation of complex biochemical reactions
title_full_unstemmed RSSALib: a library for stochastic simulation of complex biochemical reactions
title_short RSSALib: a library for stochastic simulation of complex biochemical reactions
title_sort rssalib: a library for stochastic simulation of complex biochemical reactions
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7750935/
https://www.ncbi.nlm.nih.gov/pubmed/32614393
http://dx.doi.org/10.1093/bioinformatics/btaa602
work_keys_str_mv AT thanhvohong rssalibalibraryforstochasticsimulationofcomplexbiochemicalreactions