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The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems
Biological systems are made up of components that change their actions (and interactions) over time and coordinate with other components nearby. Together with a large state space, the complexity of this behaviour can make it difficult to create concise mathematical models that can be easily extended...
Autores principales: | , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2020
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082070/ https://www.ncbi.nlm.nih.gov/pubmed/32150540 http://dx.doi.org/10.1371/journal.pcbi.1007651 |
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author | Boemo, Michael A. Cardelli, Luca Nieduszynski, Conrad A. |
author_facet | Boemo, Michael A. Cardelli, Luca Nieduszynski, Conrad A. |
author_sort | Boemo, Michael A. |
collection | PubMed |
description | Biological systems are made up of components that change their actions (and interactions) over time and coordinate with other components nearby. Together with a large state space, the complexity of this behaviour can make it difficult to create concise mathematical models that can be easily extended or modified. This paper introduces the Beacon Calculus, a process algebra designed to simplify the task of modelling interacting biological components. Its breadth is demonstrated by creating models of DNA replication dynamics, the gene expression dynamics in response to DNA methylation damage, and a multisite phosphorylation switch. The flexibility of these models is shown by adapting the DNA replication model to further include two topics of interest from the literature: cooperative origin firing and replication fork barriers. The Beacon Calculus is supported with the open-source simulator bcs (https://github.com/MBoemo/bcs.git) to allow users to develop and simulate their own models. |
format | Online Article Text |
id | pubmed-7082070 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2020 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-70820702020-03-24 The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems Boemo, Michael A. Cardelli, Luca Nieduszynski, Conrad A. PLoS Comput Biol Research Article Biological systems are made up of components that change their actions (and interactions) over time and coordinate with other components nearby. Together with a large state space, the complexity of this behaviour can make it difficult to create concise mathematical models that can be easily extended or modified. This paper introduces the Beacon Calculus, a process algebra designed to simplify the task of modelling interacting biological components. Its breadth is demonstrated by creating models of DNA replication dynamics, the gene expression dynamics in response to DNA methylation damage, and a multisite phosphorylation switch. The flexibility of these models is shown by adapting the DNA replication model to further include two topics of interest from the literature: cooperative origin firing and replication fork barriers. The Beacon Calculus is supported with the open-source simulator bcs (https://github.com/MBoemo/bcs.git) to allow users to develop and simulate their own models. Public Library of Science 2020-03-09 /pmc/articles/PMC7082070/ /pubmed/32150540 http://dx.doi.org/10.1371/journal.pcbi.1007651 Text en © 2020 Boemo et al http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution License (http://creativecommons.org/licenses/by/4.0/) , which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited. |
spellingShingle | Research Article Boemo, Michael A. Cardelli, Luca Nieduszynski, Conrad A. The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems |
title | The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems |
title_full | The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems |
title_fullStr | The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems |
title_full_unstemmed | The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems |
title_short | The Beacon Calculus: A formal method for the flexible and concise modelling of biological systems |
title_sort | beacon calculus: a formal method for the flexible and concise modelling of biological systems |
topic | Research Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7082070/ https://www.ncbi.nlm.nih.gov/pubmed/32150540 http://dx.doi.org/10.1371/journal.pcbi.1007651 |
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