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Guide for the Differential Expression Analysis of RNAseq data using edgeR

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Guide for the Differential Expression Analysis of RNAseq data using edgeR

Made by David Requena (drequena@rockefeller.edu).


This code includes some basic steps:

  1. SET UP:
  • Install and/or call the required libraries
  • Input sample metadata
  1. Exploring the data:
  1. Data Analysis:
  • Model matrix
  • Prior filtering
  • Comparison
  1. Plots

To run this script, three tables are required:

  • A table with the samples' data, containing features of interest (e.g. cases/controls, gender, etc...)
  • A table with the gene counts by sample
  • A table with genes to be filtered out (e.g. ribosomal genes)

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