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DeMixT

This is the development version of DeMixT; for the stable release version, see DeMixT.

Cell type-specific deconvolution of heterogeneous tumor samples with two or three components using expression data from RNAseq or microarray platforms

Bioconductor version: Development (3.18)

DeMixT is a software package that performs deconvolution on transcriptome data from a mixture of two or three components.

Author: Zeya Wang <zw17.rice at gmail.com>, Shaolong Cao<scao at mdanderson.org>, Wenyi Wang <wwang7 at at mdanderson.org>

Maintainer: Shuai Guo <shuai.guo at uth.tmc.edu>

Citation (from within R, enter citation("DeMixT")):

Installation

To install this package, start R (version "4.3") and enter:

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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("DeMixT")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

Reference Manual PDF

Details

biocViews Classification, Coverage, GeneExpression, Microarray, Sequencing, Software, StatisticalMethod, TissueMicroarray
Version 1.17.0
In Bioconductor since BioC 3.9 (R-3.6) (4.5 years)
License GPL-3
Depends R (>= 3.6.0), parallel, Rcpp (>= 1.0.0), SummarizedExperiment, knitr, KernSmooth, matrixcalc, rmarkdown, DSS, dendextend, psych, sva
Imports matrixStats, stats, truncdist, base64enc, ggplot2
Linking To Rcpp
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Package Archives

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

Source Package
Windows Binary DeMixT_1.17.0.zip (64-bit only)
macOS Binary (x86_64) DeMixT_1.17.0.tgz
macOS Binary (arm64)
Source Repository git clone https://git.bioconductor.org/packages/DeMixT
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/DeMixT
Bioc Package Browser https://code.bioconductor.org/browse/DeMixT/
Package Short Url https://bioconductor.org/packages/DeMixT/
Package Downloads Report Download Stats