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StatescopeR

This is the released version of StatescopeR; for the devel version, see StatescopeR.

All versions 3.24 (devel), 3.23 (release)

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


Bioconductor version: Release (3.23)

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.

Author: Mischa Steketee [aut, cre] ORCID iD ORCID: 0000-0001-7138-7554 , Bauke Ylstra [ths] ORCID iD ORCID: 0000-0001-9479-3010 , Yongsoo Kim [ths] ORCID iD ORCID: 0000-0002-2995-2131 , KWF Kankerbestrijding [fnd]

Maintainer: Mischa Steketee <m.f.b.steketee at amsterdamumc.nl>

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.

Installation

To install this package, start R (version "4.6") and enter:

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

BiocManager::install("StatescopeR")

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("StatescopeR")
Introduction to StatescopeR HTML R Script
Reference ManualPDF
NEWSText
LICENSEText

Details

biocViews Bayesian, GeneExpression, RNASeq, SingleCell, Software, Transcriptomics
Version1.0.1
In Bioconductor sinceBioC 3.23 (R-4.6) (< 6 months)
License MIT + file LICENSE
Depends R (>= 4.5.0)
Imports S4Vectors, SummarizedExperiment, reticulate, methods, SingleCellExperiment, matrixStats, scran, basilisk, Matrix, ComplexHeatmap, ggplot2, cowplot, utils
System Requirements
URLhttps://github.com/tgac-vumc/StatescopeR
Bug Reportshttps://github.com/tgac-vumc/StatescopeR/issues
See More
Suggests BiocStyle, knitr, RefManageR, rmarkdown, sessioninfo, scRNAseq, scuttle, testthat
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

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

Source Package StatescopeR_1.0.1.tar.gz
Windows Binary (x86_64) StatescopeR_1.0.1.zip
macOS Binary (big-sur-x86_64) StatescopeR_1.0.1.tgz
macOS Binary (sonoma-arm64) StatescopeR_1.0.1.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/StatescopeR
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/StatescopeR
Package Short Url https://bioconductor.org/packages/StatescopeR/
Package Downloads ReportDownload Stats
Old Source Packages for BioC 3.23Source Archive