This site is a development preview. As such the content and styling may not be final and is subject to change before going into production. To see more information about the redesign click here.

scater

Single-Cell Analysis Toolkit for Gene Expression Data in R

Bioconductor version: Release (3.17)

A collection of tools for doing various analyses of single-cell RNA-seq gene expression data, with a focus on quality control and visualization.

Author: Davis McCarthy [aut], Kieran Campbell [aut], Aaron Lun [aut, ctb], Quin Wills [aut], Vladimir Kiselev [ctb], Felix G.M. Ernst [ctb], Alan O'Callaghan [ctb, cre], Yun Peng [ctb], Leo Lahti [ctb]

Maintainer: Alan O'Callaghan <alan.ocallaghan at outlook.com>

Citation (from within R, enter citation("scater")):

Installation

To install this package, start R (version "4.3") and enter:

if (!require("BiocManager", quietly = TRUE))
    install.packages("BiocManager")

BiocManager::install("scater")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("scater")
Overview of scater functionality HTML R Script
Reference Manual PDF
NEWS Text

Details

biocViews Coverage, DataImport, DataRepresentation, DimensionReduction, GeneExpression, ImmunoOncology, Infrastructure, Normalization, Preprocessing, QualityControl, RNASeq, Sequencing, SingleCell, Software, Transcriptomics, Visualization
Version 1.28.0
In Bioconductor since BioC 3.3 (R-3.3) (7.5 years)
License GPL-3
Depends SingleCellExperiment, scuttle, ggplot2
Imports stats, utils, methods, Matrix, BiocGenerics, S4Vectors, SummarizedExperiment, DelayedArray, DelayedMatrixStats, beachmat, BiocNeighbors, BiocSingular, BiocParallel, rlang, ggbeeswarm, viridis, Rtsne, RColorBrewer, RcppML, uwot, pheatmap, ggrepel, densvis, ggrastr
Linking To
Suggests BiocStyle, snifter, cowplot, biomaRt, knitr, scRNAseq, robustbase, rmarkdown, testthat, Biobase, scattermore
System Requirements
Enhances
URL http://bioconductor.org/packages/scater/
Bug Reports https://support.bioconductor.org/
See More
Depends On Me netSmooth
Imports Me airpart, BayesSpace, CATALYST, celda, CelliD, CellMixS, ChromSCape, distinct, FLAMES, IRISFGM, MEB, mia, miaViz, muscat, peco, pipeComp, scDblFinder, scMerge, scTreeViz, scviR, singleCellTK, Spaniel, spatialHeatmap, spatialLIBD, tricycle, VAExprs
Suggests Me APL, batchelor, bluster, ccImpute, CellaRepertorium, CellTrails, Cepo, CiteFuse, concordexR, corral, curatedMetagenomicData, dittoSeq, DuoClustering2018, ExperimentSubset, fcoex, ggspavis, Glimma, HCAData, InteractiveComplexHeatmap, iSEE, iSEEhex, iSEEu, M3Drop, MAST, mbkmeans, miloR, miQC, monocle, MuData, mumosa, muscData, Nebulosa, netDx, SC3, SCArray, scds, schex, scHOT, scone, scp, scPipe, scran, scRepertoire, simpleSingleCell, SingleCellMultiModal, SingleR, slalom, speckle, spicyWorkflow, splatter, SPOTlight, standR, SummarizedBenchmark, TabulaMurisData, tidySingleCellExperiment, traviz, tuberculosis, UCell, velociraptor, Voyager, waddR
Links To Me
Build Report  

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package scater_1.28.0.tar.gz
Windows Binary scater_1.28.0.zip
macOS Binary (x86_64) scater_1.28.0.tgz
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/scater
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/scater
Bioc Package Browser https://code.bioconductor.org/browse/scater/
Package Short Url https://bioconductor.org/packages/scater/
Package Downloads Report Download Stats