4.7 Article

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

Journal

BIOINFORMATICS
Volume 35, Issue 21, Pages 4490-4492

Publisher

OXFORD UNIV PRESS
DOI: 10.1093/bioinformatics/btz257

Keywords

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Funding

  1. Hungarian National Research, Development and Innovation Office [NVKP_16-1-2016-0017, KH_17125570, K115378]
  2. Higher Education Institutional Excellence Programme of the Ministry of Human Capacities in Hungary of the Semmelweis University

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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.

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