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Stochastic approximations of higher-molecular by bi-molecular reactions
Reactions involving three or more reactants, called higher-molecular reactions, play an important role in mathematical modelling in systems and synthetic biology. In particular, such reactions underpin a variety of important bio-dynamical phenomena, such as multi-stability/multi-modality, oscillatio...
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Formato: | Online Artículo Texto |
Lenguaje: | English |
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Springer Berlin Heidelberg
2023
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Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9839831/ https://www.ncbi.nlm.nih.gov/pubmed/36637496 http://dx.doi.org/10.1007/s00285-022-01848-7 |
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author | Plesa, Tomislav |
author_facet | Plesa, Tomislav |
author_sort | Plesa, Tomislav |
collection | PubMed |
description | Reactions involving three or more reactants, called higher-molecular reactions, play an important role in mathematical modelling in systems and synthetic biology. In particular, such reactions underpin a variety of important bio-dynamical phenomena, such as multi-stability/multi-modality, oscillations, bifurcations, and noise-induced effects. However, as opposed to reactions involving at most two reactants, called bi-molecular reactions, higher-molecular reactions are biochemically improbable. To bridge the gap, in this paper we put forward an algorithm for systematically approximating arbitrary higher-molecular reactions with bi-molecular ones, while preserving the underlying stochastic dynamics. Properties of the algorithm and convergence are established via singular perturbation theory. The algorithm is applied to a variety of higher-molecular biochemical networks, and is shown to play an important role in synthetic biology. |
format | Online Article Text |
id | pubmed-9839831 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | Springer Berlin Heidelberg |
record_format | MEDLINE/PubMed |
spelling | pubmed-98398312023-01-15 Stochastic approximations of higher-molecular by bi-molecular reactions Plesa, Tomislav J Math Biol Article Reactions involving three or more reactants, called higher-molecular reactions, play an important role in mathematical modelling in systems and synthetic biology. In particular, such reactions underpin a variety of important bio-dynamical phenomena, such as multi-stability/multi-modality, oscillations, bifurcations, and noise-induced effects. However, as opposed to reactions involving at most two reactants, called bi-molecular reactions, higher-molecular reactions are biochemically improbable. To bridge the gap, in this paper we put forward an algorithm for systematically approximating arbitrary higher-molecular reactions with bi-molecular ones, while preserving the underlying stochastic dynamics. Properties of the algorithm and convergence are established via singular perturbation theory. The algorithm is applied to a variety of higher-molecular biochemical networks, and is shown to play an important role in synthetic biology. Springer Berlin Heidelberg 2023-01-13 2023 /pmc/articles/PMC9839831/ /pubmed/36637496 http://dx.doi.org/10.1007/s00285-022-01848-7 Text en © The Author(s) 2023 https://creativecommons.org/licenses/by/4.0/Open AccessThis article is licensed under a Creative Commons Attribution 4.0 International License, which permits use, sharing, adaptation, distribution and reproduction in any medium or format, as long as you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons licence, and indicate if changes were made. The images or other third party material in this article are included in the article’s Creative Commons licence, unless indicated otherwise in a credit line to the material. If material is not included in the article’s Creative Commons licence and your intended use is not permitted by statutory regulation or exceeds the permitted use, you will need to obtain permission directly from the copyright holder. To view a copy of this licence, visit http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) . |
spellingShingle | Article Plesa, Tomislav Stochastic approximations of higher-molecular by bi-molecular reactions |
title | Stochastic approximations of higher-molecular by bi-molecular reactions |
title_full | Stochastic approximations of higher-molecular by bi-molecular reactions |
title_fullStr | Stochastic approximations of higher-molecular by bi-molecular reactions |
title_full_unstemmed | Stochastic approximations of higher-molecular by bi-molecular reactions |
title_short | Stochastic approximations of higher-molecular by bi-molecular reactions |
title_sort | stochastic approximations of higher-molecular by bi-molecular reactions |
topic | Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9839831/ https://www.ncbi.nlm.nih.gov/pubmed/36637496 http://dx.doi.org/10.1007/s00285-022-01848-7 |
work_keys_str_mv | AT plesatomislav stochasticapproximationsofhighermolecularbybimolecularreactions |