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devil is an R package for differential expression analysis in single-cell RNA sequencing (scRNA-seq) data. It supports both single- and multi-patient experimental designs, implementing robust statistical methods to identify differentially expressed genes while accounting for technical and biological variability.

Key features are:

  1. Flexible experimental design support (single/multiple patients)
  2. Robust statistical testing framework
  3. Efficient implementation for large-scale datasets

Installation

You can install the current version of devil from GitHub with:

devtools::install_github("caravagnalab/devil")

We also provide two detailed vignettes for both CPU and GPU installation:


Giulio Caravagna, Giovanni Santacatterina. Cancer Data Science (CDS) Laboratory.