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The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks

MOTIVATION: Network visualizations of complex biological datasets usually result in ‘hairball’ images, which do not discriminate network modules. RESULTS: We present the EntOptLayout Cytoscape plug-in based on a recently developed network representation theory. The plug-in provides an efficient visu...

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Autores principales: Ágg, Bence, Császár, Andrea, Szalay-Bekő, Máté, Veres, Dániel V, Mizsei, Réka, Ferdinandy, Péter, Csermely, Péter, Kovács, István A
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Oxford University Press 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821346/
https://www.ncbi.nlm.nih.gov/pubmed/31004478
http://dx.doi.org/10.1093/bioinformatics/btz257
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author Ágg, Bence
Császár, Andrea
Szalay-Bekő, Máté
Veres, Dániel V
Mizsei, Réka
Ferdinandy, Péter
Csermely, Péter
Kovács, István A
author_facet Ágg, Bence
Császár, Andrea
Szalay-Bekő, Máté
Veres, Dániel V
Mizsei, Réka
Ferdinandy, Péter
Csermely, Péter
Kovács, István A
author_sort Ágg, Bence
collection PubMed
description MOTIVATION: Network visualizations of complex biological datasets usually result in ‘hairball’ images, which do not discriminate network modules. RESULTS: We present the EntOptLayout Cytoscape plug-in based on a recently developed network representation theory. The plug-in provides an efficient visualization of network modules, which represent major protein complexes in protein–protein interaction and signalling networks. Importantly, the tool gives a quality score of the network visualization by calculating the information loss between the input data and the visual representation showing a 3- to 25-fold improvement over conventional methods. AVAILABILITY AND IMPLEMENTATION: The plug-in (running on Windows, Linux, or Mac OS) and its tutorial (both in written and video forms) can be downloaded freely under the terms of the MIT license from: http://apps.cytoscape.org/apps/entoptlayout. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online.
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spelling pubmed-68213462019-11-04 The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks Ágg, Bence Császár, Andrea Szalay-Bekő, Máté Veres, Dániel V Mizsei, Réka Ferdinandy, Péter Csermely, Péter Kovács, István A Bioinformatics Applications Notes MOTIVATION: Network visualizations of complex biological datasets usually result in ‘hairball’ images, which do not discriminate network modules. RESULTS: We present the EntOptLayout Cytoscape plug-in based on a recently developed network representation theory. The plug-in provides an efficient visualization of network modules, which represent major protein complexes in protein–protein interaction and signalling networks. Importantly, the tool gives a quality score of the network visualization by calculating the information loss between the input data and the visual representation showing a 3- to 25-fold improvement over conventional methods. AVAILABILITY AND IMPLEMENTATION: The plug-in (running on Windows, Linux, or Mac OS) and its tutorial (both in written and video forms) can be downloaded freely under the terms of the MIT license from: http://apps.cytoscape.org/apps/entoptlayout. SUPPLEMENTARY INFORMATION: Supplementary data are available at Bioinformatics online. Oxford University Press 2019-11-01 2019-04-20 /pmc/articles/PMC6821346/ /pubmed/31004478 http://dx.doi.org/10.1093/bioinformatics/btz257 Text en © The Author(s) 2019. Published by Oxford University Press. 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 Applications Notes
Ágg, Bence
Császár, Andrea
Szalay-Bekő, Máté
Veres, Dániel V
Mizsei, Réka
Ferdinandy, Péter
Csermely, Péter
Kovács, István A
The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
title The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
title_full The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
title_fullStr The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
title_full_unstemmed The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
title_short The EntOptLayout Cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
title_sort entoptlayout cytoscape plug-in for the efficient visualization of major protein complexes in protein–protein interaction and signalling networks
topic Applications Notes
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6821346/
https://www.ncbi.nlm.nih.gov/pubmed/31004478
http://dx.doi.org/10.1093/bioinformatics/btz257
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