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Modelling the Structure and Dynamics of Biological Pathways
There is a need for formalised diagrams that both summarise current biological pathway knowledge and support modelling approaches that explain and predict their behaviour. Here, we present a new, freely available modelling framework that includes a biologist-friendly pathway modelling language (mEPN...
Autores principales: | , , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Public Library of Science
2016
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4980033/ https://www.ncbi.nlm.nih.gov/pubmed/27509052 http://dx.doi.org/10.1371/journal.pbio.1002530 |
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author | O’Hara, Laura Livigni, Alessandra Theo, Thanos Boyer, Benjamin Angus, Tim Wright, Derek Chen, Sz-Hau Raza, Sobia Barnett, Mark W. Digard, Paul Smith, Lee B. Freeman, Tom C. |
author_facet | O’Hara, Laura Livigni, Alessandra Theo, Thanos Boyer, Benjamin Angus, Tim Wright, Derek Chen, Sz-Hau Raza, Sobia Barnett, Mark W. Digard, Paul Smith, Lee B. Freeman, Tom C. |
author_sort | O’Hara, Laura |
collection | PubMed |
description | There is a need for formalised diagrams that both summarise current biological pathway knowledge and support modelling approaches that explain and predict their behaviour. Here, we present a new, freely available modelling framework that includes a biologist-friendly pathway modelling language (mEPN), a simple but sophisticated method to support model parameterisation using available biological information; a stochastic flow algorithm that simulates the dynamics of pathway activity; and a 3-D visualisation engine that aids understanding of the complexities of a system’s dynamics. We present example pathway models that illustrate of the power of approach to depict a diverse range of systems. |
format | Online Article Text |
id | pubmed-4980033 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2016 |
publisher | Public Library of Science |
record_format | MEDLINE/PubMed |
spelling | pubmed-49800332016-08-25 Modelling the Structure and Dynamics of Biological Pathways O’Hara, Laura Livigni, Alessandra Theo, Thanos Boyer, Benjamin Angus, Tim Wright, Derek Chen, Sz-Hau Raza, Sobia Barnett, Mark W. Digard, Paul Smith, Lee B. Freeman, Tom C. PLoS Biol Community Page There is a need for formalised diagrams that both summarise current biological pathway knowledge and support modelling approaches that explain and predict their behaviour. Here, we present a new, freely available modelling framework that includes a biologist-friendly pathway modelling language (mEPN), a simple but sophisticated method to support model parameterisation using available biological information; a stochastic flow algorithm that simulates the dynamics of pathway activity; and a 3-D visualisation engine that aids understanding of the complexities of a system’s dynamics. We present example pathway models that illustrate of the power of approach to depict a diverse range of systems. Public Library of Science 2016-08-10 /pmc/articles/PMC4980033/ /pubmed/27509052 http://dx.doi.org/10.1371/journal.pbio.1002530 Text en © 2016 O’Hara 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 | Community Page O’Hara, Laura Livigni, Alessandra Theo, Thanos Boyer, Benjamin Angus, Tim Wright, Derek Chen, Sz-Hau Raza, Sobia Barnett, Mark W. Digard, Paul Smith, Lee B. Freeman, Tom C. Modelling the Structure and Dynamics of Biological Pathways |
title | Modelling the Structure and Dynamics of Biological Pathways |
title_full | Modelling the Structure and Dynamics of Biological Pathways |
title_fullStr | Modelling the Structure and Dynamics of Biological Pathways |
title_full_unstemmed | Modelling the Structure and Dynamics of Biological Pathways |
title_short | Modelling the Structure and Dynamics of Biological Pathways |
title_sort | modelling the structure and dynamics of biological pathways |
topic | Community Page |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4980033/ https://www.ncbi.nlm.nih.gov/pubmed/27509052 http://dx.doi.org/10.1371/journal.pbio.1002530 |
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