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Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool

In this report we describe a novel graphically oriented method for pathway modeling and a software package that allows for both modeling and visualization of biological networks in a user-friendly format. The Visinets mathematical approach is based on causal mapping (CMAP) that has been fully integr...

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Detalles Bibliográficos
Autores principales: Spychala, Jozef, Spychala, Pawel, Gomez, Shawn, Weinreb, Gabriel E.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Public Library of Science 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4447416/
https://www.ncbi.nlm.nih.gov/pubmed/26020230
http://dx.doi.org/10.1371/journal.pone.0123773
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author Spychala, Jozef
Spychala, Pawel
Gomez, Shawn
Weinreb, Gabriel E.
author_facet Spychala, Jozef
Spychala, Pawel
Gomez, Shawn
Weinreb, Gabriel E.
author_sort Spychala, Jozef
collection PubMed
description In this report we describe a novel graphically oriented method for pathway modeling and a software package that allows for both modeling and visualization of biological networks in a user-friendly format. The Visinets mathematical approach is based on causal mapping (CMAP) that has been fully integrated with graphical interface. Such integration allows for fully graphical and interactive process of modeling, from building the network to simulation of the finished model. To test the performance of Visinets software we have applied it to: a) create executable EGFR-MAPK pathway model using an intuitive graphical way of modeling based on biological data, and b) translate existing ordinary differential equation (ODE) based insulin signaling model into CMAP formalism and compare the results. Our testing fully confirmed the potential of the CMAP method for broad application for pathway modeling and visualization and, additionally, showed significant advantage in computational efficiency. Furthermore, we showed that Visinets web-based graphical platform, along with standardized method of pathway analysis, may offer a novel and attractive alternative for dynamic simulation in real time for broader use in biomedical research. Since Visinets uses graphical elements with mathematical formulas hidden from the users, we believe that this tool may be particularly suited for those who are new to pathway modeling and without the in-depth modeling skills often required when using other software packages.
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spelling pubmed-44474162015-06-09 Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool Spychala, Jozef Spychala, Pawel Gomez, Shawn Weinreb, Gabriel E. PLoS One Research Article In this report we describe a novel graphically oriented method for pathway modeling and a software package that allows for both modeling and visualization of biological networks in a user-friendly format. The Visinets mathematical approach is based on causal mapping (CMAP) that has been fully integrated with graphical interface. Such integration allows for fully graphical and interactive process of modeling, from building the network to simulation of the finished model. To test the performance of Visinets software we have applied it to: a) create executable EGFR-MAPK pathway model using an intuitive graphical way of modeling based on biological data, and b) translate existing ordinary differential equation (ODE) based insulin signaling model into CMAP formalism and compare the results. Our testing fully confirmed the potential of the CMAP method for broad application for pathway modeling and visualization and, additionally, showed significant advantage in computational efficiency. Furthermore, we showed that Visinets web-based graphical platform, along with standardized method of pathway analysis, may offer a novel and attractive alternative for dynamic simulation in real time for broader use in biomedical research. Since Visinets uses graphical elements with mathematical formulas hidden from the users, we believe that this tool may be particularly suited for those who are new to pathway modeling and without the in-depth modeling skills often required when using other software packages. Public Library of Science 2015-05-28 /pmc/articles/PMC4447416/ /pubmed/26020230 http://dx.doi.org/10.1371/journal.pone.0123773 Text en © 2015 Spychala 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, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are properly credited.
spellingShingle Research Article
Spychala, Jozef
Spychala, Pawel
Gomez, Shawn
Weinreb, Gabriel E.
Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool
title Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool
title_full Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool
title_fullStr Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool
title_full_unstemmed Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool
title_short Visinets: A Web-Based Pathway Modeling and Dynamic Visualization Tool
title_sort visinets: a web-based pathway modeling and dynamic visualization tool
topic Research Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4447416/
https://www.ncbi.nlm.nih.gov/pubmed/26020230
http://dx.doi.org/10.1371/journal.pone.0123773
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