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SimBu

Simulate Bulk RNA-seq Datasets from Single-Cell Datasets

Bioconductor version: 3.23 · Package version: 1.14.0

SimBu can be used to simulate bulk RNA-seq datasets with known cell type fractions. You can either use your own single-cell study for the simulation or the sfaira database. Different pre-defined simulation scenarios exist, as are options to run custom simulations. Additionally, expression values can be adapted by adding an mRNA bias, which produces more biologically relevant simulations.

Installation

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

BiocManager::install("SimBu")

Details

MaintainerAlexander Dietrich <alex.dietrich@tum.de>
AuthorAlexander Dietrich [aut, cre]
LicenseGPL-3 + file LICENSE
URLhttps://github.com/omnideconv/SimBu
Bug Reportshttps://github.com/omnideconv/SimBu/issues
Downloads rank231
Source branchRELEASE_3_23
biocViewsRNASeq, SingleCell, Software

Documentation

Download

Dependencies

Imports: basilisk, BiocParallel, data.table, dplyr, ggplot2, tools, Matrix (>= 1.3.3), methods, phyloseq, proxyC, RColorBrewer, RCurl, reticulate, sparseMatrixStats, SummarizedExperiment, tidyr

Suggests: curl, knitr, matrixStats, rmarkdown, Seurat (>= 5.0.0), SeuratObject (>= 5.0.0), testthat (>= 3.0.0)