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MotifNet: a web-server for network motif analysis.

Ilan Y Smoly1,2, Eugene Lerman1, Michal Ziv-Ukelson1

  • 1Department of Computer Science, Ben-Gurion University of the Negev, Beer-Sheva, Israel.

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|February 7, 2017
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Summary
This summary is machine-generated.

MotifNet is a new web-server for analyzing network motifs, which are recurring patterns in complex networks. This tool simplifies motif discovery and analysis for researchers, offering interactive filtering and visualization capabilities.

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Area of Science:

  • Computational Biology
  • Network Science
  • Bioinformatics

Background:

  • Network motifs are recurring topological patterns in complex networks.
  • Identifying network motifs aids in understanding network design principles.
  • Existing tools for motif analysis are often computationally intensive and require local installation.

Purpose of the Study:

  • To introduce MotifNet, the first open-access web-server for network motif analysis.
  • To provide researchers with an accessible platform for identifying and analyzing network motifs.

Main Methods:

  • MotifNet is a web-server implemented using ReactJs and Python, with data stored in a MySQL database.
  • It supports the analysis of integrated networks with labeled nodes and edges.
  • The server can search for motifs up to eight nodes in size.

Main Results:

  • MotifNet offers graphical presentation of output motifs.
  • Users can interactively filter motifs by significance, instance count, and label information.
  • The platform allows distinguishing between node-centered motifs and network-wide recurring motifs.

Conclusions:

  • MotifNet democratizes network motif analysis by providing an easy-to-use, open-access web tool.
  • It facilitates the exploration of complex network structures and underlying design principles.
  • The interactive features enhance the usability and depth of motif analysis for researchers.