scPipe

DOI: 10.18129/B9.bioc.scPipe    

pipeline for single cell RNA-seq data analysis

Bioconductor version: Release (3.15)

A preprocessing pipeline for single cell RNA-seq data that starts from the fastq files and produces a gene count matrix with associated quality control information. It can process fastq data generated by CEL-seq, MARS-seq, Drop-seq, Chromium 10x and SMART-seq protocols.

Author: Luyi Tian

Maintainer: Luyi Tian <tian.l at wehi.edu.au>

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

Installation

To install this package, start R (version "4.2") and enter:

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

BiocManager::install("scPipe")

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("scPipe")

 

HTML R Script scPipe: flexible data preprocessing pipeline for 3' end scRNA-seq data
PDF   Reference Manual
Text   NEWS

Details

biocViews GeneExpression, GenomeAnnotation, ImmunoOncology, Preprocessing, QualityControl, RNASeq, SequenceMatching, Sequencing, SingleCell, Software, Visualization
Version 1.18.0
In Bioconductor since BioC 3.6 (R-3.4) (5 years)
License GPL (>= 2)
Depends R (>= 3.4), ggplot2, methods, SingleCellExperiment
Imports Rhtslib, biomaRt, GGally, MASS, mclust, Rcpp (>= 0.11.3), reshape, BiocGenerics, robustbase, scales, utils, stats, S4Vectors, SummarizedExperiment, AnnotationDbi, org.Hs.eg.db, org.Mm.eg.db, stringr, rtracklayer, hash, dplyr, GenomicRanges, magrittr, glue (>= 1.3.0), rlang, scater(>= 1.11.0)
LinkingTo Rcpp, Rhtslib(>= 1.13.1), zlibbioc, testthat
Suggests Rsubread, knitr, rmarkdown, testthat
SystemRequirements C++11, GNU make
Enhances
URL https://github.com/LuyiTian/scPipe
BugReports https://github.com/LuyiTian/scPipe
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

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

Source Package scPipe_1.18.0.tar.gz
Windows Binary scPipe_1.18.0.zip
macOS Binary (x86_64) scPipe_1.18.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/scPipe
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/scPipe
Package Short Url https://bioconductor.org/packages/scPipe/
Package Downloads Report Download Stats

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