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Copycat Layout: Network layout alignment via Cytoscape Automation

The copycatLayout app is a network-based visual differential analysis tool that improves upon the existing layoutSaver app and is delivered pre-installed with Cytoscape, beginning with v3.6.0. LayoutSaver cloned a network layout by mapping node locations from one network to another based on node att...

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Detalles Bibliográficos
Autores principales: Settle, Brett, Otasek, David, Morris, John H, Demchak, Barry
Formato: Online Artículo Texto
Lenguaje:English
Publicado: F1000 Research Limited 2018
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039917/
https://www.ncbi.nlm.nih.gov/pubmed/30026936
http://dx.doi.org/10.12688/f1000research.15144.2
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author Settle, Brett
Otasek, David
Morris, John H
Demchak, Barry
author_facet Settle, Brett
Otasek, David
Morris, John H
Demchak, Barry
author_sort Settle, Brett
collection PubMed
description The copycatLayout app is a network-based visual differential analysis tool that improves upon the existing layoutSaver app and is delivered pre-installed with Cytoscape, beginning with v3.6.0. LayoutSaver cloned a network layout by mapping node locations from one network to another based on node attribute values, but failed to clone view scale and location, and provided no means of identifying which nodes were successfully mapped between networks. Copycat addresses these issues and provides additional layout options. With the advent of Cytoscape Automation (packaged in Cytoscape v3.6.0), researchers can utilize the Copycat layout and its output in workflows written in their language of choice by using only a few simple REST calls. Copycat enables researchers to visually compare groups of homologous genes, generate network comparison images for publications, and quickly identify differences between similar networks at a glance without leaving their script. With a few extra REST calls, scripts can discover nodes present in one network but not in the other, which can feed into more complex analyses (e.g., modifying mismatched nodes based on new data, then re-running the layout to highlight additional network changes).
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spelling pubmed-60399172018-07-18 Copycat Layout: Network layout alignment via Cytoscape Automation Settle, Brett Otasek, David Morris, John H Demchak, Barry F1000Res Software Tool Article The copycatLayout app is a network-based visual differential analysis tool that improves upon the existing layoutSaver app and is delivered pre-installed with Cytoscape, beginning with v3.6.0. LayoutSaver cloned a network layout by mapping node locations from one network to another based on node attribute values, but failed to clone view scale and location, and provided no means of identifying which nodes were successfully mapped between networks. Copycat addresses these issues and provides additional layout options. With the advent of Cytoscape Automation (packaged in Cytoscape v3.6.0), researchers can utilize the Copycat layout and its output in workflows written in their language of choice by using only a few simple REST calls. Copycat enables researchers to visually compare groups of homologous genes, generate network comparison images for publications, and quickly identify differences between similar networks at a glance without leaving their script. With a few extra REST calls, scripts can discover nodes present in one network but not in the other, which can feed into more complex analyses (e.g., modifying mismatched nodes based on new data, then re-running the layout to highlight additional network changes). F1000 Research Limited 2018-08-10 /pmc/articles/PMC6039917/ /pubmed/30026936 http://dx.doi.org/10.12688/f1000research.15144.2 Text en Copyright: © 2018 Settle B et al. http://creativecommons.org/licenses/by/4.0/ This is an open access article distributed under the terms of the Creative Commons Attribution Licence, which permits unrestricted use, distribution, and reproduction in any medium, provided the original work is properly cited.
spellingShingle Software Tool Article
Settle, Brett
Otasek, David
Morris, John H
Demchak, Barry
Copycat Layout: Network layout alignment via Cytoscape Automation
title Copycat Layout: Network layout alignment via Cytoscape Automation
title_full Copycat Layout: Network layout alignment via Cytoscape Automation
title_fullStr Copycat Layout: Network layout alignment via Cytoscape Automation
title_full_unstemmed Copycat Layout: Network layout alignment via Cytoscape Automation
title_short Copycat Layout: Network layout alignment via Cytoscape Automation
title_sort copycat layout: network layout alignment via cytoscape automation
topic Software Tool Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6039917/
https://www.ncbi.nlm.nih.gov/pubmed/30026936
http://dx.doi.org/10.12688/f1000research.15144.2
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