consensusOV

DOI: 10.18129/B9.bioc.consensusOV    

Gene expression-based subtype classification for high-grade serous ovarian cancer

Bioconductor version: Release (3.11)

This package implements four major subtype classifiers for high-grade serous (HGS) ovarian cancer as described by Helland et al. (PLoS One, 2011), Bentink et al. (PLoS One, 2012), Verhaak et al. (J Clin Invest, 2013), and Konecny et al. (J Natl Cancer Inst, 2014). In addition, the package implements a consensus classifier, which consolidates and improves on the robustness of the proposed subtype classifiers, thereby providing reliable stratification of patients with HGS ovarian tumors of clearly defined subtype.

Author: Gregory M Chen, Lavanya Kannan, Ludwig Geistlinger, Victor Kofia, Levi Waldron, Benjamin Haibe-Kains

Maintainer: Benjamin Haibe-Kains <benjamin.haibe.kains at utoronto.ca>

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

Installation

To install this package, start R (version "4.0") and enter:

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

BiocManager::install("consensusOV")

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("consensusOV")

 

HTML R Script Molecular subtyping for ovarian cancer
PDF   Reference Manual
Text   NEWS

Details

biocViews Classification, Clustering, DifferentialExpression, GeneExpression, Microarray, Software, Transcriptomics
Version 1.10.0
In Bioconductor since BioC 3.6 (R-3.4) (3 years)
License Artistic-2.0
Depends R (>= 3.6)
Imports Biobase, GSVA, gdata, genefu, limma, matrixStats, randomForest, stats, utils, methods
LinkingTo
Suggests BiocStyle, ggplot2, knitr, rmarkdown
SystemRequirements
Enhances
URL http://www.pmgenomics.ca/bhklab/software/consensusOV
BugReports https://github.com/bhklab/consensusOV/issues
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 consensusOV_1.10.0.tar.gz
Windows Binary consensusOV_1.10.0.zip
macOS 10.13 (High Sierra) consensusOV_1.10.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/consensusOV
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/consensusOV
Package Short Url https://bioconductor.org/packages/consensusOV/
Package Downloads Report Download Stats
Old Source Packages for BioC 3.11 Source Archive

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