Find splicing-led, functional changes of the proteome.
spada (Splicing-led Protein Alterations Discovered Agilely) is a tool to study the functional impact of alternative splicing changes in case-control studies. The alterations are represented as isoform switches i.e. the situation when cases are best represented by one isoform, while controls are best represented by a different one. Then, spada is able to predict which protein features are changing between both isoforms, and their impact on the protein-protein interaction network.
To start using spada, simply install it with
pip install spada
This package has two main functionalities:
# calculate switches from case-control transcript expression data spada switches --expression-control expression_ctrl.tsv --expression-case expression_case.tsv --minimum-expression 0.1 # predict effects of splicing on the protein structure and the interactome of a set of switches spada function --switches switches.tsv
For detailed information on how to use spada, please visit the wiki.
If you use spada in a scientific publication, we would appreciate citations:
Climente-González, H., Porta-Pardo, E., Godzik, A., and Eyras, E. (2017). The Functional Impact of Alternative Splicing in Cancer. Cell Rep. 20, 2215–2226.
- smartas: we applied spada to transcriptomics data from the TCGA. This repository contains the code for the analyses and the main conclusions.