muscat
This package is for version 3.12 of Bioconductor; for the stable, up-to-date release version, see muscat.
Multi-sample multi-group scRNA-seq data analysis tools
Bioconductor version: 3.12
`muscat` provides various methods and visualization tools for DS analysis in multi-sample, multi-group, multi-(cell-)subpopulation scRNA-seq data, including cell-level mixed models and methods based on aggregated “pseudobulk” data, as well as a flexible simulation platform that mimics both single and multi-sample scRNA-seq data.
Author: Helena L. Crowell [aut, cre], Pierre-Luc Germain [aut], Charlotte Soneson [aut], Anthony Sonrel [aut], Mark D. Robinson [aut, fnd]
Maintainer: Helena L. Crowell <helena.crowell at uzh.ch>
citation("muscat")):
Installation
To install this package, start R (version "4.0") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("muscat")
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("muscat")| 1. DS analysis | HTML | R Script |
| 2. Data simulation | HTML | R Script |
| Reference Manual |
Details
| biocViews | DifferentialExpression, ImmunoOncology, Sequencing, SingleCell, Software, StatisticalMethod, Visualization |
| Version | 1.4.0 |
| In Bioconductor since | BioC 3.10 (R-3.6) (4.5 years) |
| License | GPL (>= 2) |
| Depends | R (>= 4.0) |
| Imports | BiocParallel, blme, ComplexHeatmap, data.table, DESeq2, dplyr, edgeR, ggplot2, glmmTMB, grDevices, grid, limma, lmerTest, lme4, Matrix, matrixStats, methods, progress, purrr, S4Vectors, scales, scater, sctransform, stats, SingleCellExperiment, SummarizedExperiment, variancePartition, viridis |
| System Requirements | |
| URL | https://github.com/HelenaLC/muscat |
| Bug Reports | https://github.com/HelenaLC/muscat/issues |
See More
| Suggests | BiocStyle, countsimQC, cowplot, ExperimentHub, iCOBRA, knitr, phylogram, RColorBrewer, reshape2, rmarkdown, testthat, UpSetR |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | muscData |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | muscat_1.4.0.tar.gz |
| Windows Binary | muscat_1.4.0.zip |
| macOS 10.13 (High Sierra) | muscat_1.4.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/muscat |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/muscat |
| Bioc Package Browser | https://code.bioconductor.org/browse/muscat/ |
| Package Short Url | https://bioconductor.org/packages/muscat/ |
| Package Downloads Report | Download Stats |
| Old Source Packages for BioC 3.12 | Source Archive |