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Automating the PathLinker app for Cytoscape.

Li Jun Huang1, Jeffrey N Law2, T M Murali1,3

  • 1Department of Computer Science, Virginia Tech, Blacksburg, VA, 24061, USA.

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|July 31, 2018
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Summary
This summary is machine-generated.

PathLinker reconstructs signaling pathways by finding short paths between receptors and transcription factors (TFs) in protein networks. This study details automating the PathLinker Cytoscape app for pipeline integration.

Keywords:
CyREST APINetwork BiologyPathway ReconstructionShortest Paths

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Area of Science:

  • Systems biology
  • Bioinformatics
  • Computational biology

Background:

  • Signaling pathway reconstruction is crucial for understanding cellular processes.
  • PathLinker is a graph-theoretic algorithm for identifying pathways.
  • The PathLinker Cytoscape app has been available since 2015.

Purpose of the Study:

  • To automate the PathLinker Cytoscape app using CyRest infrastructure.
  • To enable seamless integration of PathLinker into user software pipelines.
  • To enhance the accessibility and utility of pathway reconstruction tools.

Main Methods:

  • Utilized CyRest infrastructure for app automation.
  • Developed methods for incorporating PathLinker into computational workflows.
  • Leveraged graph-theoretic algorithms for pathway analysis.

Main Results:

  • Successfully automated the PathLinker Cytoscape app.
  • Established a framework for integrating PathLinker into software pipelines.
  • Demonstrated efficient reconstruction of signaling pathways.

Conclusions:

  • Automated PathLinker enhances its usability in bioinformatics research.
  • CyRest integration facilitates the application of pathway analysis in diverse computational pipelines.
  • PathLinker remains a valuable tool for dissecting complex signaling networks.