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CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API
As bioinformatic workflows become increasingly complex and involve multiple specialized tools, so does the difficulty of reliably reproducing those workflows. Cytoscape is a critical workflow component for executing network visualization, analysis, and publishing tasks, but it can be operated only m...
Autores principales: | , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
F1000Research
2015
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Materias: | |
Acceso en línea: | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670004/ https://www.ncbi.nlm.nih.gov/pubmed/26672762 http://dx.doi.org/10.12688/f1000research.6767.1 |
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author | Ono, Keiichiro Muetze, Tanja Kolishovski, Georgi Shannon, Paul Demchak, Barry |
author_facet | Ono, Keiichiro Muetze, Tanja Kolishovski, Georgi Shannon, Paul Demchak, Barry |
author_sort | Ono, Keiichiro |
collection | PubMed |
description | As bioinformatic workflows become increasingly complex and involve multiple specialized tools, so does the difficulty of reliably reproducing those workflows. Cytoscape is a critical workflow component for executing network visualization, analysis, and publishing tasks, but it can be operated only manually via a point-and-click user interface. Consequently, Cytoscape-oriented tasks are laborious and often error prone, especially with multistep protocols involving many networks. In this paper, we present the new cyREST Cytoscape app and accompanying harmonization libraries. Together, they improve workflow reproducibility and researcher productivity by enabling popular languages (e.g., Python and R, JavaScript, and C#) and tools (e.g., IPython/Jupyter Notebook and RStudio) to directly define and query networks, and perform network analysis, layouts and renderings. We describe cyREST’s API and overall construction, and present Python- and R-based examples that illustrate how Cytoscape can be integrated into large scale data analysis pipelines. cyREST is available in the Cytoscape app store (http://apps.cytoscape.org) where it has been downloaded over 1900 times since its release in late 2014. |
format | Online Article Text |
id | pubmed-4670004 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2015 |
publisher | F1000Research |
record_format | MEDLINE/PubMed |
spelling | pubmed-46700042015-12-14 CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API Ono, Keiichiro Muetze, Tanja Kolishovski, Georgi Shannon, Paul Demchak, Barry F1000Res Software Tool Article As bioinformatic workflows become increasingly complex and involve multiple specialized tools, so does the difficulty of reliably reproducing those workflows. Cytoscape is a critical workflow component for executing network visualization, analysis, and publishing tasks, but it can be operated only manually via a point-and-click user interface. Consequently, Cytoscape-oriented tasks are laborious and often error prone, especially with multistep protocols involving many networks. In this paper, we present the new cyREST Cytoscape app and accompanying harmonization libraries. Together, they improve workflow reproducibility and researcher productivity by enabling popular languages (e.g., Python and R, JavaScript, and C#) and tools (e.g., IPython/Jupyter Notebook and RStudio) to directly define and query networks, and perform network analysis, layouts and renderings. We describe cyREST’s API and overall construction, and present Python- and R-based examples that illustrate how Cytoscape can be integrated into large scale data analysis pipelines. cyREST is available in the Cytoscape app store (http://apps.cytoscape.org) where it has been downloaded over 1900 times since its release in late 2014. F1000Research 2015-08-05 /pmc/articles/PMC4670004/ /pubmed/26672762 http://dx.doi.org/10.12688/f1000research.6767.1 Text en Copyright: © 2015 Ono K 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 Ono, Keiichiro Muetze, Tanja Kolishovski, Georgi Shannon, Paul Demchak, Barry CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API |
title | CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API |
title_full | CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API |
title_fullStr | CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API |
title_full_unstemmed | CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API |
title_short | CyREST: Turbocharging Cytoscape Access for External Tools via a RESTful API |
title_sort | cyrest: turbocharging cytoscape access for external tools via a restful api |
topic | Software Tool Article |
url | https://www.ncbi.nlm.nih.gov/pmc/articles/PMC4670004/ https://www.ncbi.nlm.nih.gov/pubmed/26672762 http://dx.doi.org/10.12688/f1000research.6767.1 |
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