Overview of single-cell analysis using Seurat
Seurat is a powerful R based scRNAseq analysis package designed for QC, analysis, and exploration of single-cell RNA-seq data. Seurat enables users to perform batch correction integration and identify and interpret sources of heterogeneity from single-cell transcriptomic measurements.
Figure adapted from Butler et al., 2018: Nature Biotechnology
In this course we will take a PBMC dataset derived from Kang et al., 2017: Nature Biotechnology and perform basic sequential QC, integration and DE analysis using the Seurat integration pipeline.