CEMiTool

DOI: 10.18129/B9.bioc.CEMiTool    

This package is for version 3.15 of Bioconductor; for the stable, up-to-date release version, see CEMiTool.

Co-expression Modules identification Tool

Bioconductor version: 3.15

The CEMiTool package unifies the discovery and the analysis of coexpression gene modules in a fully automatic manner, while providing a user-friendly html report with high quality graphs. Our tool evaluates if modules contain genes that are over-represented by specific pathways or that are altered in a specific sample group. Additionally, CEMiTool is able to integrate transcriptomic data with interactome information, identifying the potential hubs on each network.

Author: Pedro Russo [aut], Gustavo Ferreira [aut], Matheus Bürger [aut], Lucas Cardozo [aut], Diogenes Lima [aut], Thiago Hirata [aut], Melissa Lever [aut], Helder Nakaya [aut, cre]

Maintainer: Helder Nakaya <hnakaya at usp.br>

Installation

To install this package, start R (version "4.2") and enter:

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

BiocManager::install("CEMiTool")

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("CEMiTool")

 

HTML	R Script	CEMiTool: Co-expression Modules Identification Tool
PDF		Reference Manual

Details

biocViews	GeneExpression, GraphAndNetwork, ImmunoOncology, Network, NetworkEnrichment, Pathways, RNASeq, Software, Transcriptomics, mRNAMicroarray
Version	1.20.0
In Bioconductor since	BioC 3.6 (R-3.4) (5 years)
License	GPL-3
Depends	R (>= 4.0)
Imports	methods, scales, dplyr, data.table (>= 1.9.4), WGCNA, grid, ggplot2, ggpmisc, ggthemes, ggrepel, sna, clusterProfiler, fgsea, stringr, knitr, rmarkdown, igraph, DT, htmltools, pracma, intergraph, grDevices, utils, network, matrixStats, ggdendro, gridExtra, gtable, fastcluster
LinkingTo
Suggests	testthat, BiocManager
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	CEMiTool_1.20.0.tar.gz
Windows Binary	CEMiTool_1.20.0.zip
macOS Binary (x86_64)	CEMiTool_1.20.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/CEMiTool
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/CEMiTool
Package Short Url	https://bioconductor.org/packages/CEMiTool/
Package Downloads Report	Download Stats