GWENA

DOI: 10.18129/B9.bioc.GWENA    

This is the development version of GWENA; to use it, please install the devel version of Bioconductor.

Pipeline for augmented co-expression analysis

Bioconductor version: Development (3.12)

The development of high-throughput sequencing led to increased use of co-expression analysis to go beyong single feature (i.e. gene) focus. We propose GWENA (Gene Whole co-Expression Network Analysis) , a tool designed to perform gene co-expression network analysis and explore the results in a single pipeline. It includes functional enrichment of modules of co-expressed genes, phenotypcal association, topological analysis and comparison of networks configuration between conditions.

Author: Gwenaƫlle Lemoine [aut, cre]

Maintainer: Gwenaƫlle Lemoine <lemoine.gwenaelle at gmail.com>

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

Installation

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

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

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

BiocManager::install("GWENA")

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("GWENA")

 

HTML R Script GWENA-vignette
PDF   Reference Manual
Text   NEWS

Details

biocViews Clustering, GO, GeneExpression, GeneSetEnrichment, GraphAndNetwork, Microarray, Network, NetworkEnrichment, Pathways, RNASeq, Sequencing, Software, Transcriptomics, Visualization, mRNAMicroarray
Version 0.99.106
In Bioconductor since BioC 3.12 (R-4.0)
License GPL-3
Depends R (>= 4.0.0)
Imports WGCNA (>= 1.67), dplyr (>= 0.8.3), dynamicTreeCut (>= 1.63-1), ggplot2 (>= 3.1.1), gprofiler2 (>= 0.1.6), magrittr (>= 1.5), tibble (>= 2.1.1), tidyr (>= 1.0.0), NetRep (>= 1.2.1), igraph (>= 1.2.4.1), RColorBrewer (>= 1.1-2), purrr (>= 0.3.3), rlist (>= 0.4.6.1), matrixStats (>= 0.55.0), SummarizedExperiment(>= 1.14.1), methods, graphics, stats, utils
LinkingTo
Suggests testthat (>= 2.1.0), knitr (>= 1.25), rmarkdown (>= 1.16), prettydoc (>= 0.3.0), httr (>= 1.4.1), S4Vectors(>= 0.22.1), BiocStyle(>= 2.15.8)
SystemRequirements
Enhances
URL
BugReports https://github.com/Kumquatum/GWENA/issues
Depends On Me
Imports Me
Suggests Me
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Build Report  

Package Archives

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

Source Package GWENA_0.99.106.tar.gz
Windows Binary
macOS 10.13 (High Sierra) GWENA_0.99.106.tgz
Source Repository git clone https://git.bioconductor.org/packages/GWENA
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/GWENA
Package Short Url https://bioconductor.org/packages/GWENA/
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