Literature DB >> 31819800

RCy3: Network biology using Cytoscape from within R.

Julia A Gustavsen1, Shraddha Pai2, Ruth Isserlin2, Barry Demchak3, Alexander R Pico4.   

Abstract

RCy3 is an R package in Bioconductor that communicates with Cytoscape via its REST API, providing access to the full feature set of Cytoscape from within the R programming environment. RCy3 has been redesigned to streamline its usage and future development as part of a broader Cytoscape Automation effort. Over 100 new functions have been added, including dozens of helper functions specifically for intuitive data overlay operations. Over 40 Cytoscape apps have implemented automation support so far, making hundreds of additional operations accessible via RCy3. Two-way conversion with networks from \textit{igraph} and \textit{graph} ensures interoperability with existing network biology workflows and dozens of other Bioconductor packages. These capabilities are demonstrated in a series of use cases involving public databases, enrichment analysis pipelines, shortest path algorithms and more. With RCy3, bioinformaticians will be able to quickly deliver reproducible network biology workflows as integrations of Cytoscape functions, complex custom analyses and other R packages. Copyright:
© 2019 Gustavsen JA et al.

Entities:  

Keywords:  Automation; Bioconductor; Cytoscape; Network biology; Scripting

Year:  2019        PMID: 31819800      PMCID: PMC6880260.2          DOI: 10.12688/f1000research.20887.2

Source DB:  PubMed          Journal:  F1000Res        ISSN: 2046-1402


  30 in total

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4.  ViralLink: An integrated workflow to investigate the effect of SARS-CoV-2 on intracellular signalling and regulatory pathways.

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7.  Metabolic Architecture of Acute Exercise Response in Middle-Aged Adults in the Community.

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9.  Elevated serum chemokine CCL22 levels in first-episode psychosis: associations with symptoms, peripheral immune state and in vivo brain glial cell function.

Authors:  Heikki Laurikainen; Arja Vuorela; Anna Toivonen; Linnea Reinert-Hartwall; Kalevi Trontti; Maija Lindgren; Jaakko Keinänen; Teemu Mäntylä; Janina Paju; Tuula Ilonen; Reetta-Liina Armio; Maija Walta; Jouni Tuisku; Semi Helin; Päivi Marjamäki; Iiris Hovatta; Sebastian Therman; Outi Vaarala; Outi Linnaranta; Tuula Kieseppä; Raimo K R Salokangas; Jarno Honkanen; Jarmo Hietala; Jaana Suvisaari
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Journal:  F1000Res       Date:  2020-10-15
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