A wrapper around MSIGDB
Project description
This package allows the enrichment of BEL networks with MSigDB information. Furthermore, it is integrated in the ComPath environment for pathway database comparison.
Installation
This code can be installed with pip3 install git+https://github.com/bio2bel/msig.git
The package expects you have downloaded the gene sets from MSigDB following the instructions and terms stated in their website. The gene sets in gmt format should placed in /resources. However, feel free to change the directory by modifying the constants module.
Functionalities and Commands
Following, the main functionalities and commands to work with this package:
Populate local database with MSigDB
python3 -m bio2bel_msig populate --path='/my/path/to/genesets/msigdb.v6.1.symbols.gmt'
Run an admin site for simple querying and exploration
python3 -m bio2bel_msig web
(http://localhost:5000/admin/)Export gene sets for programmatic use
python3 -m bio2bel_msig export
Citation
Subramanian, A., Tamayo, P., Mootha, V. K., Mukherjee, S., Ebert, B. L., Gillette, M. A., … & Mesirov, J. P. (2005). Gene set enrichment analysis: a knowledge-based approach for interpreting genome-wide expression profiles. Proceedings of the National Academy of Sciences, 102(43), 15545-15550.
Liberzon, A., Subramanian, A., Pinchback, R., Thorvaldsdóttir, H., Tamayo, P., & Mesirov, J. P. (2011). Molecular signatures database (MSigDB) 3.0. Bioinformatics, 27(12), 1739-1740.
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