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Provides tools to accurately estimate cell type abundances from heterogeneous bulk expression. A reference-based method utilizes single-cell information to generate a signature matrix and transformation of bulk expression for accurate regression based estimates. A marker-based method utilizes known cell-specific marker genes to measure relative abundances across samples. For more details, see Jew and Alvarez et al (2019) <doi:10.1101/669911>.
Version: | 1.0.5 |
Depends: | R (≥ 3.5.0) |
Imports: | Biobase, limSolve, methods, stats |
Suggests: | Seurat, plyr, knitr, rmarkdown, testthat |
Published: | 2021-05-23 |
DOI: | 10.32614/CRAN.package.BisqueRNA |
Author: | Brandon Jew [aut, cre], Marcus Alvarez [aut] |
Maintainer: | Brandon Jew <brandon.jew at ucla.edu> |
BugReports: | https://github.com/cozygene/bisque/issues |
License: | GPL-3 |
URL: | https://www.biorxiv.org/content/10.1101/669911v1 |
NeedsCompilation: | no |
Materials: | README |
In views: | Omics |
CRAN checks: | BisqueRNA results |
Reference manual: | BisqueRNA.pdf |
Vignettes: |
Bisque Example Usage |
Package source: | BisqueRNA_1.0.5.tar.gz |
Windows binaries: | r-devel: BisqueRNA_1.0.5.zip, r-release: BisqueRNA_1.0.5.zip, r-oldrel: BisqueRNA_1.0.5.zip |
macOS binaries: | r-release (arm64): BisqueRNA_1.0.5.tgz, r-oldrel (arm64): BisqueRNA_1.0.5.tgz, r-release (x86_64): BisqueRNA_1.0.5.tgz, r-oldrel (x86_64): BisqueRNA_1.0.5.tgz |
Old sources: | BisqueRNA archive |
Reverse suggests: | lute, mastR |
Please use the canonical form https://CRAN.R-project.org/package=BisqueRNA to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.