scruff (Single Cell RNA-Seq UMI Filtering Facilitator) is a package for processing single cell RNA-seq (scRNA-seq) FASTQ reads generated by CEL-Seq and CEL-Seq2 protocols. It demultiplexes scRNA-seq FASTQ files, aligns reads to reference genome using Rsubread, and generates UMI filtered count matrix.
To install scruff
using devtools
:
library(devtools)
install_github("compbiomed/scruff")
An introduction to scruff
package is available within the package as a vignette which can be opened via running
vignette("scruff")
The following figures are generated using data from (Van den Brink et al. 2017) and scruff package.
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