EasyCellType
Annotate cell types for scRNA-seq data
Bioconductor version: 3.23 · Package version: 1.14.0
We developed EasyCellType which can automatically examine the input marker lists obtained from existing software such as Seurat over the cell markerdatabases. Two quantification approaches to annotate cell types are provided: Gene set enrichment analysis (GSEA) and a modified versio of Fisher's exact test. The function presents annotation recommendations in graphical outcomes: bar plots for each cluster showing candidate cell types, as well as a dot plot summarizing the top 5 significant annotations for each cluster.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("EasyCellType") Details
| Maintainer | Ruoxing Li <ruoxingli@outlook.com> |
| Author | Ruoxing Li [aut, cre, ctb], Ziyi Li [ctb] |
| License | Artistic-2.0 |
| Downloads rank | 241 |
| Source branch | RELEASE_3_23 |
| biocViews | GeneExpression, GeneSetEnrichment, SingleCell, Software |
Documentation
Download
Dependencies
Depends: R (>= 4.2.0)
Imports: clusterProfiler, dplyr, forcats, ggplot2, magrittr, rlang, stats, org.Hs.eg.db, org.Mm.eg.db, AnnotationDbi, vctrs (>= 0.6.4), BiocStyle
Suggests: knitr, rmarkdown, testthat (>= 3.0.0), Seurat, BiocManager, devtools, BiocStyle