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CEMiTool

Co-expression Modules identification Tool

Bioconductor version: 3.23 · Package version: 1.36.0

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.

Installation

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

BiocManager::install("CEMiTool")

Details

MaintainerHelder Nakaya <hnakaya@usp.br>
AuthorPedro Russo [aut], Gustavo Ferreira [aut], Matheus Bürger [aut], Lucas Cardozo [aut], Diogenes Lima [aut], Thiago Hirata [aut], Melissa Lever [aut], Helder Nakaya [aut, cre]
LicenseGPL-3
Downloads rank594
Source branchRELEASE_3_23
biocViewsGeneExpression, GraphAndNetwork, ImmunoOncology, Network, NetworkEnrichment, Pathways, RNASeq, Software, Transcriptomics, mRNAMicroarray

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packageCEMiTool_1.36.0.tar.gz
Windows binary (x86_64)CEMiTool_1.36.0.zip
macOS binary (arm64)CEMiTool_1.36.0.tgz
macOS binary (x86_64)CEMiTool_1.36.0.tgz
Dependencies

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

Suggests: testthat, BiocManager