This package is for version 3.10 of Bioconductor; for the stable, up-to-date release version, see scran.
Bioconductor version: 3.10
Implements functions for low-level analyses of single-cell RNA-seq data. Methods are provided for normalization of cell-specific biases, assignment of cell cycle phase, detection of highly variable and significantly correlated genes, identification of marker genes, and other common tasks in routine single-cell analysis workflows.
Author: Aaron Lun [aut, cre], Karsten Bach [aut], Jong Kyoung Kim [ctb], Antonio Scialdone [ctb]
Maintainer: Aaron Lun <infinite.monkeys.with.keyboards at gmail.com>
Citation (from within R,
enter citation("scran")
):
To install this package, start R (version "3.6") and enter:
if (!requireNamespace("BiocManager", quietly = TRUE)) install.packages("BiocManager") BiocManager::install("scran")
For older versions of R, please refer to the appropriate Bioconductor release.
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("scran")
HTML | R Script | Using scran to analyze scRNA-seq data |
Reference Manual | ||
Text | NEWS |
biocViews | BatchEffect, Clustering, GeneExpression, ImmunoOncology, Normalization, RNASeq, Sequencing, SingleCell, Software, Transcriptomics, Visualization |
Version | 1.14.6 |
In Bioconductor since | BioC 3.3 (R-3.3) (4 years) |
License | GPL-3 |
Depends | SingleCellExperiment |
Imports | SummarizedExperiment, S4Vectors, BiocGenerics, BiocParallel, Rcpp, stats, methods, utils, Matrix, scater, edgeR, limma, BiocNeighbors, igraph, statmod, DelayedArray, DelayedMatrixStats, BiocSingular, dqrng |
LinkingTo | Rcpp, beachmat, BH, dqrng |
Suggests | testthat, BiocStyle, knitr, beachmat, HDF5Array, scRNAseq, dynamicTreeCut, DESeq2, monocle, Biobase, aroma.light, pheatmap |
SystemRequirements | C++11 |
Enhances | |
URL | |
Depends On Me | |
Imports Me | BASiCS, scDblFinder, scDD |
Suggests Me | batchelor, CellTrails, clusterExperiment, fcoex, HCAData, PCAtools, schex, scone, simpleSingleCell, SingleR, splatter, TabulaMurisData |
Links To Me | |
Build Report |
Follow Installation instructions to use this package in your R session.
Source Package | scran_1.14.6.tar.gz |
Windows Binary | scran_1.14.6.zip |
Mac OS X 10.11 (El Capitan) | scran_1.14.6.tgz |
Source Repository | git clone https://git.bioconductor.org/packages/scran |
Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/scran |
Package Short Url | https://bioconductor.org/packages/scran/ |
Package Downloads Report | Download Stats |
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