TNBC.CMS

DOI: 10.18129/B9.bioc.TNBC.CMS    

TNBC.CMS: Prediction of TNBC Consensus Molecular Subtypes

Bioconductor version: Release (3.9)

This package implements a machine learning-based classifier for the assignment of consensus molecular subtypes to TNBC samples. It also provides functions to summarize genomic and clinical characteristics.

Author: Doyeong Yu, Jihyun Kim, In Hae Park, Charny Park

Maintainer: Doyeong Yu <nachoryu at ncc.re.kr>

Citation (from within R, enter citation("TNBC.CMS")):

Installation

To install this package, start R (version "3.6") and enter:

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

BiocManager::install("TNBC.CMS")

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("TNBC.CMS")

 

PDF R Script TNBC.CMS.pdf
PDF   Reference Manual
Text   NEWS

Details

biocViews Classification, Clustering, GeneExpression, GenePrediction, Software, SupportVectorMachine
Version 1.0.0
In Bioconductor since BioC 3.9 (R-3.6) (< 6 months)
License GPL-3
Depends R (>= 3.6.0), e1071, quadprog, SummarizedExperiment
Imports GSVA(>= 1.26.0), pheatmap, grDevices, RColorBrewer, pracma, GGally, R.utils, forestplot, ggplot2, ggpubr, survival, grid, stats, methods
LinkingTo
Suggests knitr
SystemRequirements
Enhances
URL
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report  

Package Archives

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

Source Package TNBC.CMS_1.0.0.tar.gz
Windows Binary TNBC.CMS_1.0.0.zip (32- & 64-bit)
Mac OS X 10.11 (El Capitan) TNBC.CMS_1.0.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/TNBC.CMS
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/TNBC.CMS
Package Short Url https://bioconductor.org/packages/TNBC.CMS/
Package Downloads Report Download Stats

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