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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...
Autores principales: | , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
Oxford University Press
2019
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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. |
format | Online Article Text |
id | pubmed-6821346 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2019 |
publisher | Oxford University Press |
record_format | MEDLINE/PubMed |
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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