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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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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Oxford University Press
2020
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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. |
format | Online Article Text |
id | pubmed-7750935 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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 |