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statinemt's Introduction

StatinEMT

Introduction

This is a project to regenerate the pharmacogenomics analysis in this paper: "Statin-induced cancer cell death can be mechanistically uncoupled from prenylation of RAS family proteins" citation's info to be added

The script for the analysis is written in R.


Dependencies:

These R packages need to be installed in order to run the analysis script:

  • Biobase
  • PharmacoGx
  • mixtools
  • mclust

Reproducibility of the Analysis:

  • Once the project is downloaded to the user computer, the user needs to navigate to the main directory of the project "StatinEMT-master".
  • Inside the main directory, there is an R script file named "Script_EMT_Figures_Informatics.R". Running this script will regenerate the full pharmacogenomics analysis of the paper.

Important Note: the user needs to set the working directory inside the script file before running it, i.e. change the following code inside the script:

StatinEMT_Directory <- NULL to StatinEMT_Directory <- "./pathToStatinEMT-master_Directory"

  • Running the script will produce all the figures related to the pharmacogenomics analysis
  • Included in the project are the bimodality scores for all genes across CCLE cell lines that have RNA-seq data. This can be found in "./data/BimodalScores_All_Genes.RData"

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