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NaviCell Web Service for network-based data visualization

Data visualization is an essential element of biological research, required for obtaining insights and formulating new hypotheses on mechanisms of health and disease. NaviCell Web Service is a tool for network-based visualization of ‘omics’ data which implements several data visual representation me...

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Detalles Bibliográficos
Autores principales: Bonnet, Eric, Viara, Eric, Kuperstein, Inna, Calzone, Laurence, Cohen, David P. A., Barillot, Emmanuel, Zinovyev, Andrei
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2015
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489283/
https://www.ncbi.nlm.nih.gov/pubmed/25958393
http://dx.doi.org/10.1093/nar/gkv450
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author Bonnet, Eric
Viara, Eric
Kuperstein, Inna
Calzone, Laurence
Cohen, David P. A.
Barillot, Emmanuel
Zinovyev, Andrei
author_facet Bonnet, Eric
Viara, Eric
Kuperstein, Inna
Calzone, Laurence
Cohen, David P. A.
Barillot, Emmanuel
Zinovyev, Andrei
author_sort Bonnet, Eric
collection PubMed
description Data visualization is an essential element of biological research, required for obtaining insights and formulating new hypotheses on mechanisms of health and disease. NaviCell Web Service is a tool for network-based visualization of ‘omics’ data which implements several data visual representation methods and utilities for combining them together. NaviCell Web Service uses Google Maps and semantic zooming to browse large biological network maps, represented in various formats, together with different types of the molecular data mapped on top of them. For achieving this, the tool provides standard heatmaps, barplots and glyphs as well as the novel map staining technique for grasping large-scale trends in numerical values (such as whole transcriptome) projected onto a pathway map. The web service provides a server mode, which allows automating visualization tasks and retrieving data from maps via RESTful (standard HTTP) calls. Bindings to different programming languages are provided (Python and R). We illustrate the purpose of the tool with several case studies using pathway maps created by different research groups, in which data visualization provides new insights into molecular mechanisms involved in systemic diseases such as cancer and neurodegenerative diseases.
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spelling pubmed-44892832015-07-07 NaviCell Web Service for network-based data visualization Bonnet, Eric Viara, Eric Kuperstein, Inna Calzone, Laurence Cohen, David P. A. Barillot, Emmanuel Zinovyev, Andrei Nucleic Acids Res Web Server issue Data visualization is an essential element of biological research, required for obtaining insights and formulating new hypotheses on mechanisms of health and disease. NaviCell Web Service is a tool for network-based visualization of ‘omics’ data which implements several data visual representation methods and utilities for combining them together. NaviCell Web Service uses Google Maps and semantic zooming to browse large biological network maps, represented in various formats, together with different types of the molecular data mapped on top of them. For achieving this, the tool provides standard heatmaps, barplots and glyphs as well as the novel map staining technique for grasping large-scale trends in numerical values (such as whole transcriptome) projected onto a pathway map. The web service provides a server mode, which allows automating visualization tasks and retrieving data from maps via RESTful (standard HTTP) calls. Bindings to different programming languages are provided (Python and R). We illustrate the purpose of the tool with several case studies using pathway maps created by different research groups, in which data visualization provides new insights into molecular mechanisms involved in systemic diseases such as cancer and neurodegenerative diseases. Oxford University Press 2015-07-01 2015-05-09 /pmc/articles/PMC4489283/ /pubmed/25958393 http://dx.doi.org/10.1093/nar/gkv450 Text en © The Author(s) 2015. Published by Oxford University Press on behalf of Nucleic Acids Research. 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 reuse, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Web Server issue
Bonnet, Eric
Viara, Eric
Kuperstein, Inna
Calzone, Laurence
Cohen, David P. A.
Barillot, Emmanuel
Zinovyev, Andrei
NaviCell Web Service for network-based data visualization
title NaviCell Web Service for network-based data visualization
title_full NaviCell Web Service for network-based data visualization
title_fullStr NaviCell Web Service for network-based data visualization
title_full_unstemmed NaviCell Web Service for network-based data visualization
title_short NaviCell Web Service for network-based data visualization
title_sort navicell web service for network-based data visualization
topic Web Server issue
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4489283/
https://www.ncbi.nlm.nih.gov/pubmed/25958393
http://dx.doi.org/10.1093/nar/gkv450
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