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This repository contains an example of code to generate a MAPK Experimental Signature from PlateSeq data

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MAPK_Experimental_Signature

This repository contains an example of the code to generate a MAPK Experimental Signature from the PlateSeq data deposited at GSE25002. Briefly, the above cited data, is a PlateSeq drug screening performed on two different PDA cell lines (ASPC1 and PANC1, two plates per line) using 14 different RAF/MEK/ERK Inhibitors.

The aim of the R script, called MAPK_Exp_Signature_Generation.R, is to generate a consensus MAPK gene expression signature combining the mechanisms of action of all the tested drugs.

The input files necessary to run the code are:

  • the logTPM normalized counts (ASPC1_logTPM_Expression_Final.rds and PANC1_logTPM_Expression_Final.rds)
  • and the metadata associated to each one of the 4 plates (ULA-APSC1/PANC1-PS-A/B-_Final.rds)

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This repository contains an example of code to generate a MAPK Experimental Signature from PlateSeq data

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