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
| Maintainer | Alexander Dietrich <alex.dietrich@tum.de> |
| Author | Alexander Dietrich [aut, cre] |
| License | GPL-3 + file LICENSE |
| URL | https://github.com/omnideconv/SimBu |
| Bug Reports | https://github.com/omnideconv/SimBu/issues |
| Downloads rank | 231 |
| Source branch | RELEASE_3_23 |
| biocViews | RNASeq, SingleCell, Software |
Documentation
- Getting started with SimBu
- Inputs and Outputs
- Introducing mRNA bias into simulations with scaling factors
- Public Data Integration using Sfaira
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)