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
Repository
https://github.com/DecoPath/DecoPathIssue tracker
https://github.com/DecoPath/DecoPath/issues