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A survey of visualization tools for biological network analysis

The analysis and interpretation of relationships between biological molecules, networks and concepts is becoming a major bottleneck in systems biology. Very often the pure amount of data and their heterogeneity provides a challenge for the visualization of the data. There are a wide variety of graph...

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Detalles Bibliográficos
Autores principales: Pavlopoulos, Georgios A, Wegener, Anna-Lynn, Schneider, Reinhard
Formato: Texto
Lenguaje:English
Publicado: BioMed Central 2008
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2636684/
https://www.ncbi.nlm.nih.gov/pubmed/19040716
http://dx.doi.org/10.1186/1756-0381-1-12
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author Pavlopoulos, Georgios A
Wegener, Anna-Lynn
Schneider, Reinhard
author_facet Pavlopoulos, Georgios A
Wegener, Anna-Lynn
Schneider, Reinhard
author_sort Pavlopoulos, Georgios A
collection PubMed
description The analysis and interpretation of relationships between biological molecules, networks and concepts is becoming a major bottleneck in systems biology. Very often the pure amount of data and their heterogeneity provides a challenge for the visualization of the data. There are a wide variety of graph representations available, which most often map the data on 2D graphs to visualize biological interactions. These methods are applicable to a wide range of problems, nevertheless many of them reach a limit in terms of user friendliness when thousands of nodes and connections have to be analyzed and visualized. In this study we are reviewing visualization tools that are currently available for visualization of biological networks mainly invented in the latest past years. We comment on the functionality, the limitations and the specific strengths of these tools, and how these tools could be further developed in the direction of data integration and information sharing.
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spelling pubmed-26366842009-02-06 A survey of visualization tools for biological network analysis Pavlopoulos, Georgios A Wegener, Anna-Lynn Schneider, Reinhard BioData Min Review The analysis and interpretation of relationships between biological molecules, networks and concepts is becoming a major bottleneck in systems biology. Very often the pure amount of data and their heterogeneity provides a challenge for the visualization of the data. There are a wide variety of graph representations available, which most often map the data on 2D graphs to visualize biological interactions. These methods are applicable to a wide range of problems, nevertheless many of them reach a limit in terms of user friendliness when thousands of nodes and connections have to be analyzed and visualized. In this study we are reviewing visualization tools that are currently available for visualization of biological networks mainly invented in the latest past years. We comment on the functionality, the limitations and the specific strengths of these tools, and how these tools could be further developed in the direction of data integration and information sharing. BioMed Central 2008-11-28 /pmc/articles/PMC2636684/ /pubmed/19040716 http://dx.doi.org/10.1186/1756-0381-1-12 Text en Copyright © 2008 Pavlopoulos et al; licensee BioMed Central Ltd. http://creativecommons.org/licenses/by/2.0 This is an Open Access article distributed under the terms of the Creative Commons Attribution License ( (http://creativecommons.org/licenses/by/2.0) ), which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Review
Pavlopoulos, Georgios A
Wegener, Anna-Lynn
Schneider, Reinhard
A survey of visualization tools for biological network analysis
title A survey of visualization tools for biological network analysis
title_full A survey of visualization tools for biological network analysis
title_fullStr A survey of visualization tools for biological network analysis
title_full_unstemmed A survey of visualization tools for biological network analysis
title_short A survey of visualization tools for biological network analysis
title_sort survey of visualization tools for biological network analysis
topic Review
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC2636684/
https://www.ncbi.nlm.nih.gov/pubmed/19040716
http://dx.doi.org/10.1186/1756-0381-1-12
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