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bioconductor-mslp

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Predict synthetic lethal partners of tumour mutations

Installation

To install this package, run one of the following:

Conda
$conda install bioconda::bioconductor-mslp

Usage Tracking

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Description

An integrated pipeline to predict the potential synthetic lethality partners (SLPs) of tumour mutations, based on gene expression, mutation profiling and cell line genetic screens data. It has builtd-in support for data from cBioPortal. The primary SLPs correlating with muations in WT and compensating for the loss of function of mutations are predicted by random forest based methods (GENIE3) and Rank Products, respectively. Genetic screens are employed to identfy consensus SLPs leads to reduced cell viability when perturbed.

About

Summary

Predict synthetic lethal partners of tumour mutations

Last Updated

Dec 26, 2024 at 01:26

License

GPL-3

Total Downloads

4.9K

Supported Platforms

noarch