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SCdeconR: Deconvolution of Bulk RNA-Seq Data using Single-Cell RNA-SeqData as Reference

Streamlined workflow from deconvolution of bulk RNA-seq data to downstream differential expression and gene-set enrichment analysis. Provide various visualization functions.

Version:1.0.0
Depends:dplyr,edgeR,foreach,ggplot2, R (≥ 2.10),Seurat
Imports:data.table,gtools,harmony,MASS,Matrix,NMF,reshape2,Biobase,mgcv, grDevices,glmGamPoi
Suggests:FARDEEP,reticulate,plotly,DESeq2,knitr,limma,nnls,preprocessCore,rmarkdown,scater,scran,SingleCellExperiment,doFuture,future,sctransform,Linnorm
Published:2024-03-22
DOI:10.32614/CRAN.package.SCdeconR
Author:Yuanhang Liu [aut, cre]
Maintainer:Yuanhang Liu <liu.yuanhang at mayo.edu>
License:GPL (≥ 3)
URL:https://github.com/Liuy12/SCdeconR/,https://liuy12.github.io/SCdeconR/
NeedsCompilation:no
Materials:README,NEWS
CRAN checks:SCdeconR results

Documentation:

Reference manual:SCdeconR.html ,SCdeconR.pdf

Downloads:

Package source: SCdeconR_1.0.0.tar.gz
Windows binaries: r-devel:SCdeconR_1.0.0.zip, r-release:SCdeconR_1.0.0.zip, r-oldrel:SCdeconR_1.0.0.zip
macOS binaries: r-release (arm64):SCdeconR_1.0.0.tgz, r-oldrel (arm64):SCdeconR_1.0.0.tgz, r-release (x86_64):SCdeconR_1.0.0.tgz, r-oldrel (x86_64):SCdeconR_1.0.0.tgz

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=SCdeconRto link to this page.


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