DOI: 10.18129/B9.bioc.pcaExplorer    

This package is for version 3.8 of Bioconductor; for the stable, up-to-date release version, see pcaExplorer.

Interactive Visualization of RNA-seq Data Using a Principal Components Approach

Bioconductor version: 3.8

This package provides functionality for interactive visualization of RNA-seq datasets based on Principal Components Analysis. The methods provided allow for quick information extraction and effective data exploration. A Shiny application encapsulates the whole analysis.

Author: Federico Marini [aut, cre]

Maintainer: Federico Marini <marinif at uni-mainz.de>

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


To install this package, start R (version "3.5") and enter:

if (!requireNamespace("BiocManager", quietly = TRUE))

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


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biocViews DimensionReduction, GUI, ImmunoOncology, PrincipalComponent, QualityControl, RNASeq, ReportWriting, Software, Visualization
Version 2.8.1
In Bioconductor since BioC 3.3 (R-3.3) (3 years)
License MIT + file LICENSE
Imports DESeq2, SummarizedExperiment, GenomicRanges, IRanges, S4Vectors, genefilter, ggplot2 (>= 2.0.0), d3heatmap, scales, NMF, plyr, topGO, limma, GOstats, GO.db, AnnotationDbi, shiny (>= 0.12.0), shinydashboard, shinyBS, ggrepel, DT, shinyAce, threejs, biomaRt, pheatmap, knitr, rmarkdown, tidyr, grDevices, methods
Suggests testthat, BiocStyle, airway, org.Hs.eg.db
URL https://github.com/federicomarini/pcaExplorer https://federicomarini.github.io/pcaExplorer/
BugReports https://github.com/federicomarini/pcaExplorer/issues
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Source Package pcaExplorer_2.8.1.tar.gz
Windows Binary pcaExplorer_2.8.1.zip
Mac OS X 10.11 (El Capitan) pcaExplorer_2.8.1.tgz
Source Repository git clone https://git.bioconductor.org/packages/pcaExplorer
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/pcaExplorer
Package Short Url http://bioconductor.org/packages/pcaExplorer/
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