vulcan
VirtUaL ChIP-Seq data Analysis using Networks
Bioconductor version: 3.24 · Package version: 1.35.1
Vulcan (VirtUaL ChIP-Seq Analysis through Networks) is a package that interrogates gene regulatory networks to infer cofactors significantly enriched in a differential binding signature coming from ChIP-Seq data. In order to do so, our package combines strategies from different BioConductor packages: DESeq for data normalization, ChIPpeakAnno and DiffBind for annotation and definition of ChIP-Seq genomic peaks, csaw to define optimal peak width and viper for applying a regulatory network over a differential binding signature.
Installation
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
BiocManager::install("vulcan") Details
| Maintainer | Federico M. Giorgi <federico.giorgi@gmail.com> |
| Author | Federico M. Giorgi [aut, cre], Andrew N. Holding [aut], Florian Markowetz [aut] |
| License | LGPL-3 |
| Downloads rank | 432 |
| Source branch | devel |
| biocViews | ChIPSeq, GeneExpression, NetworkEnrichment, Software, SystemsBiology |
Documentation
Download
Follow the installation instructions to use this package in your R session.
| Source package | vulcan_1.35.1.tar.gz |
| Windows binary (x86_64) | vulcan_1.35.1.zip |
| macOS binary (arm64) | vulcan_1.35.1.tgz |
| macOS binary (x86_64) | vulcan_1.35.1.tgz |
Dependencies
Depends: R (>= 4.0), ChIPpeakAnno, TxDb.Hsapiens.UCSC.hg19.knownGene, zoo, GenomicRanges, S4Vectors, viper, DiffBind, locfit
Imports: wordcloud, csaw, gplots, stats, utils, caTools, graphics, DESeq2, Biobase, SummarizedExperiment
Suggests: vulcandata