Cepo
Cepo for the identification of differentially stable genes
Bioconductor version: 3.23 · Package version: 1.18.0
Defining the identity of a cell is fundamental to understand the heterogeneity of cells to various environmental signals and perturbations. We present Cepo, a new method to explore cell identities from single-cell RNA-sequencing data using differential stability as a new metric to define cell identity genes. Cepo computes cell-type specific gene statistics pertaining to differential stable gene expression.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("Cepo") Details
| Maintainer | Hani Jieun Kim <hani.kim127@gmail.com> |
| Author | Hani Jieun Kim [aut, cre] (ORCID: <https://orcid.org/0000-0003-1844-3275>), Kevin Wang [aut] (ORCID: <https://orcid.org/0000-0003-2615-6102>) |
| License | MIT + file LICENSE |
| Downloads rank | 379 |
| Source branch | RELEASE_3_23 |
| biocViews | Classification, DifferentialExpression, GeneExpression, Sequencing, SingleCell, Software |
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Dependencies
Depends: GSEABase, R (>= 4.1)
Imports: DelayedMatrixStats, DelayedArray, HDF5Array, S4Vectors, methods, SingleCellExperiment, SummarizedExperiment, ggplot2, rlang, grDevices, patchwork, reshape2, BiocParallel, stats, dplyr, purrr
Suggests: knitr, rmarkdown, BiocStyle, testthat, covr, UpSetR, scater, scMerge, fgsea, escape, pheatmap
Reverse dependencies
Imports Me (1): scClassify