Cytoscape Automation: empowering workflow-based network analysis.

Abstract:

:Cytoscape is one of the most successful network biology analysis and visualization tools, but because of its interactive nature, its role in creating reproducible, scalable, and novel workflows has been limited. We describe Cytoscape Automation (CA), which marries Cytoscape to highly productive workflow systems, for example, Python/R in Jupyter/RStudio. We expose over 270 Cytoscape core functions and 34 Cytoscape apps as REST-callable functions with standardized JSON interfaces backed by Swagger documentation. Independent projects to create and publish Python/R native CA interface libraries have reached an advanced stage, and a number of automation workflows are already published.

journal_name

Genome Biol

journal_title

Genome biology

authors

Otasek D,Morris JH,Bouças J,Pico AR,Demchak B

doi

10.1186/s13059-019-1758-4

subject

Has Abstract

pub_date

2019-09-02 00:00:00

pages

185

issue

1

eissn

1474-7596

issn

1474-760X

pii

10.1186/s13059-019-1758-4

journal_volume

20

pub_type

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