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Introduction to scRNA-seq analysis

Authors: Xiaochen Zhang, Ruiqing Zhu, Jiadong Mao, Kim-Anh Lê Cao, Saritha Kodikara, Daniel Rawlinson

Audience Prerequisites Duration
Anyone Install R & R Studio ~ 10 min
Anyone Install Seurat and SeuratData ~ 30 min

Description

This repository includes material for a hands-on workshop 'Introduction to scRNA-seq analysis'. We show you how to use Seurat to analysis your own scRNA-seq data.

Installation Requirements

Install R first, then RStudio. Download the most recent version of R and RStudio using the links below:

Install the R packages (you will need R version > 4.0, preferably 4.2 to avoid most issues with the installation). Type the R command lines:

install.packages('Seurat')
if (!requireNamespace("remotes", quietly = TRUE)) {
  install.packages("remotes")
}
remotes::install_github("satijalab/seurat-data", quiet = TRUE)

# then test if packages have been installed
library(Seurat) 
library(SeuratData)

# And install the data
InstallData("pbmcsca")

data("pbmcsca")
pbmcsca <- UpdateSeuratObject(pbmcsca)

More details on the packages:

Material

Click here to access the HTML workshop document.

Data

Datasets are from the SeuratData package.


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