Package to perform enrichment analysis in python using EnrichR and OpenTargets APIs
Project description
enrich_omics
📝 Table of Contents
About
Python wrapper for EnrichR and OpenTargets API. Allows for visualisation of pathways enriched and disease associated to a given target or disease
EnrichR
- Choose from all EnrichR libraries (Transcription, Pathways, Drugs, etc). Default library is "KEGG_pathways_2021"
- Get table with enrichment results
- Get plot with enrichment results ans export it
OpenTargets
Open Target is currently only supporting the search of a single target
Target endpoint
- Convert Entrez to Ensemble if needed (OpenTargets API accepts only Ensemble IDs)
- Get description of the function of the target
- Get diseases associated to a certain target
- Plot diseases associated to a certain target
- Get table drugs associated to a certain target
- Plot the drugs that work for a given target and the diseases associated to it
- Plot the drugs associated to a given target and the trial phase they are currently in
Plots
- Export plots in SVG and PNG
Drug endpoint
- Get drug description
- Get a table with drug information (year of approval, drug type, toxicity, warnings)
Installation
pip install enrich-omics
Tutorial
Tutorials coming soon
Contributiong
Authors
🎉 Acknowledgements
- Hat tip to anyone whose code was used
- Inspiration
- References
Project details
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