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Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles

BACKGROUND: There are many available software tools for visualization and analysis of biological networks. Among them, Cytoscape (http://cytoscape.org/) is one of the most comprehensive packages, with many plugins and applications which extends its functionality by providing analysis of protein-prot...

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Autores principales: Mustafin, Zakhar Sergeevich, Lashin, Sergey Alexandrovich, Matushkin, Yury Georgievich, Gunbin, Konstantin Vladimirovich, Afonnikov, Dmitry Arkadievich
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333177/
https://www.ncbi.nlm.nih.gov/pubmed/28466792
http://dx.doi.org/10.1186/s12859-016-1427-5
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author Mustafin, Zakhar Sergeevich
Lashin, Sergey Alexandrovich
Matushkin, Yury Georgievich
Gunbin, Konstantin Vladimirovich
Afonnikov, Dmitry Arkadievich
author_facet Mustafin, Zakhar Sergeevich
Lashin, Sergey Alexandrovich
Matushkin, Yury Georgievich
Gunbin, Konstantin Vladimirovich
Afonnikov, Dmitry Arkadievich
author_sort Mustafin, Zakhar Sergeevich
collection PubMed
description BACKGROUND: There are many available software tools for visualization and analysis of biological networks. Among them, Cytoscape (http://cytoscape.org/) is one of the most comprehensive packages, with many plugins and applications which extends its functionality by providing analysis of protein-protein interaction, gene regulatory and gene co-expression networks, metabolic, signaling, neural as well as ecological-type networks including food webs, communities networks etc. Nevertheless, only three plugins tagged ‘network evolution’ found in Cytoscape official app store and in literature. We have developed a new Cytoscape 3.0 application Orthoscape aimed to facilitate evolutionary analysis of gene networks and visualize the results. RESULTS: Orthoscape aids in analysis of evolutionary information available for gene sets and networks by highlighting: (1) the orthology relationships between genes; (2) the evolutionary origin of gene network components; (3) the evolutionary pressure mode (diversifying or stabilizing, negative or positive selection) of orthologous groups in general and/or branch-oriented mode. The distinctive feature of Orthoscape is the ability to control all data analysis steps via user-friendly interface. CONCLUSION: Orthoscape allows its users to analyze gene networks or separated gene sets in the context of evolution. At each step of data analysis, Orthoscape also provides for convenient visualization and data manipulation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1427-5) contains supplementary material, which is available to authorized users.
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spelling pubmed-53331772017-03-06 Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles Mustafin, Zakhar Sergeevich Lashin, Sergey Alexandrovich Matushkin, Yury Georgievich Gunbin, Konstantin Vladimirovich Afonnikov, Dmitry Arkadievich BMC Bioinformatics Research BACKGROUND: There are many available software tools for visualization and analysis of biological networks. Among them, Cytoscape (http://cytoscape.org/) is one of the most comprehensive packages, with many plugins and applications which extends its functionality by providing analysis of protein-protein interaction, gene regulatory and gene co-expression networks, metabolic, signaling, neural as well as ecological-type networks including food webs, communities networks etc. Nevertheless, only three plugins tagged ‘network evolution’ found in Cytoscape official app store and in literature. We have developed a new Cytoscape 3.0 application Orthoscape aimed to facilitate evolutionary analysis of gene networks and visualize the results. RESULTS: Orthoscape aids in analysis of evolutionary information available for gene sets and networks by highlighting: (1) the orthology relationships between genes; (2) the evolutionary origin of gene network components; (3) the evolutionary pressure mode (diversifying or stabilizing, negative or positive selection) of orthologous groups in general and/or branch-oriented mode. The distinctive feature of Orthoscape is the ability to control all data analysis steps via user-friendly interface. CONCLUSION: Orthoscape allows its users to analyze gene networks or separated gene sets in the context of evolution. At each step of data analysis, Orthoscape also provides for convenient visualization and data manipulation. ELECTRONIC SUPPLEMENTARY MATERIAL: The online version of this article (doi:10.1186/s12859-016-1427-5) contains supplementary material, which is available to authorized users. BioMed Central 2017-01-27 /pmc/articles/PMC5333177/ /pubmed/28466792 http://dx.doi.org/10.1186/s12859-016-1427-5 Text en © The Author(s). 2017 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Mustafin, Zakhar Sergeevich
Lashin, Sergey Alexandrovich
Matushkin, Yury Georgievich
Gunbin, Konstantin Vladimirovich
Afonnikov, Dmitry Arkadievich
Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles
title Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles
title_full Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles
title_fullStr Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles
title_full_unstemmed Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles
title_short Orthoscape: a cytoscape application for grouping and visualization KEGG based gene networks by taxonomy and homology principles
title_sort orthoscape: a cytoscape application for grouping and visualization kegg based gene networks by taxonomy and homology principles
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5333177/
https://www.ncbi.nlm.nih.gov/pubmed/28466792
http://dx.doi.org/10.1186/s12859-016-1427-5
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