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StatescopeR

StatescopeR framework for discovery of cell states from cell type-specific gene expression profiles inferred from bulk mRNA profiles

Bioconductor version: 3.23 · Package version: 1.0.1

Other Bioconductor versions

devel is the development version; release is the current stable one.

3.24 (devel), 3.23 (release)

StatescopeR is an R wrapper around Statescope, a computational framework designed to discover cell states from cell type-specific gene expression profiles inferred from bulk RNA profiles.

DOI: 10.18129/B9.bioc.StatescopeR

Installation

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

BiocManager::install("StatescopeR")

Details

MaintainerMischa Steketee <m.f.b.steketee@amsterdamumc.nl>
AuthorMischa Steketee [aut, cre] (ORCID: <https://orcid.org/0000-0001-7138-7554>), Bauke Ylstra [ths] (ORCID: <https://orcid.org/0000-0001-9479-3010>), Yongsoo Kim [ths] (ORCID: <https://orcid.org/0000-0002-2995-2131>), KWF Kankerbestrijding [fnd]
LicenseMIT + file LICENSE
URLhttps://github.com/tgac-vumc/StatescopeR
Bug Reportshttps://github.com/tgac-vumc/StatescopeR/issues
Source branchRELEASE_3_23
Build report Bioconductor build system, r-universe
biocViewsBayesian, GeneExpression, RNASeq, SingleCell, Software, Transcriptomics
Package Short Url https://bioconductor.org/packages/StatescopeR/

Citation

From within R, enter citation("StatescopeR"):

Mischa Steketee. StatescopeR: StatescopeR framework for discovery of cell states from cell type-specific gene expression profiles inferred from bulk mRNA profiles. doi:10.18129/B9.bioc.StatescopeR, R package version 1.0.1, https://bioconductor.org/packages/StatescopeR.

Generated from the package metadata; it may differ from the package's own citation.

Download

Follow the installation instructions to use this package in your R session.

Source packageStatescopeR_1.0.1.tar.gz
Windows binary (x86_64)StatescopeR_1.0.1.zip
macOS binary (arm64)StatescopeR_1.0.1.tgz
macOS binary (x86_64)StatescopeR_1.0.1.tgz
Dependencies

Depends: R (>= 4.5.0)

Imports: S4Vectors, SummarizedExperiment, reticulate, methods, SingleCellExperiment, matrixStats, scran, basilisk, Matrix, ComplexHeatmap, ggplot2, cowplot, utils

Suggests: BiocStyle, knitr, RefManageR, rmarkdown, sessioninfo, scRNAseq, scuttle, testthat