Often, it is not even clear whether a given cluster is uniform in unsupervised scRNA-seq data analyses. Here, we proposed the concept of cluster purity and introduced a conceptually novel statistic, named ROGUE, to examine whether a given cluster is a pure cell population.
Installing dependency package
Before installing ROGUE, the “tidyverse” package should be installed first:
install.packages("tidyverse")
Installing ROGUE
To install ROGUE, run:
if (!requireNamespace("devtools", quietly = TRUE)) install.packages("devtools")
devtools::install_github("PaulingLiu/ROGUE")
For more details and basic usage see following tutorials:
- Guided Tutorial (It takes a few seconds to load the HTML file)
The scripts for producing all the quantitative results in our manuscript can be found in scripts.
If you use ROGUE in your research, please considering citing:
Please contact us:
Baolin Liu: pauling.liu@pku.edu.cn
Zemin Zhang: zemin@pku.edu.cn
©2019 Baolin Liu, Chenwei Li. Zhang Lab. All rights reserved.