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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...

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Autores principales: 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.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2016
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.
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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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