DecoPath

DecoPath compares and visualizes pathway enrichment analysis results to assess consensus and discrepancies across multiple pathway databases and enrichment methods.


Key Features:

  • Pathway enrichment analysis: Performs pathway enrichment analyses or accepts uploaded enrichment results for comparative interpretation.
  • Cross-database comparison: Compares and integrates results across multiple pathway databases to evaluate redundancy and interoperability.
  • Multi-method comparison: Compares outcomes from different enrichment methods to identify method-dependent variability.
  • Consensus and discrepancy visualization: Generates custom visualizations that delineate consensus and discrepancies at both pathway and gene levels.
  • Resource selection support: Exposes differences and agreements across databases and methods to inform selection of appropriate resources.

Scientific Applications:

  • Comparative pathway enrichment analysis: Assess concordance of pathway enrichment results across databases and enrichment methods.
  • Pathway- and gene-level interpretation: Interpret biological relevance by examining consensus and discrepancies at pathway and gene levels.
  • Database interoperability evaluation: Evaluate redundancy and lack of consensus among pathway databases to guide database selection.
  • Experimental design guidance: Inform choice of pathway databases and enrichment methods during experimental design.

Methodology:

Performs pathway enrichment analyses and comparative integration of results across pathway databases and enrichment methods, and produces custom visualizations that delineate consensus and discrepancies at pathway and gene levels; accepts uploaded enrichment results for comparative interpretation.

Topics

Details

License:
Apache-2.0
Tool Type:
web application
Programming Languages:
Python, JavaScript
Added:
9/8/2021
Last Updated:
9/12/2021

Operations

Publications

Mubeen S, Bharadhwaj VS, Gadiya Y, Hofmann-Apitius M, Kodamullil AT, Domingo-Fernández D. DecoPath: A web application for decoding pathway enrichment analysis. Unknown Journal. 2021. doi:10.1101/2021.05.22.445243.

Links