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Gene Expression Meta-analysis Visualization Tool

Bioconductor version: Release (3.18)

MetaVolcanoR combines differential gene expression results. It implements three strategies to summarize differential gene expression from different studies. i) Random Effects Model (REM) approach, ii) a p-value combining-approach, and iii) a vote-counting approach. In all cases, MetaVolcano exploits the Volcano plot reasoning to visualize the gene expression meta-analysis results.

Author: Cesar Prada [aut, cre], Diogenes Lima [aut], Helder Nakaya [aut, ths]

Maintainer: Cesar Prada <cesar.prada.medina at gmail.com>

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


To install this package, start R (version "4.3") and enter:

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


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


Reference Manual PDF


biocViews DifferentialExpression, GeneExpression, RNASeq, Software, Transcriptomics, mRNAMicroarray
Version 1.16.0
In Bioconductor since BioC 3.10 (R-3.6) (4.5 years)
License GPL-3
Depends R (>= 4.1.1)
Imports methods, data.table, dplyr, tidyr, plotly, ggplot2, cowplot, parallel, metafor, metap, rlang, topconfects, grDevices, graphics, stats, htmlwidgets
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Suggests knitr, markdown, rmarkdown, testthat
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Follow Installation instructions to use this package in your R session.

Source Package
Windows Binary MetaVolcanoR_1.16.0.zip
macOS Binary (x86_64) MetaVolcanoR_1.16.0.tgz
macOS Binary (arm64) MetaVolcanoR_1.16.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/MetaVolcanoR
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/MetaVolcanoR
Bioc Package Browser https://code.bioconductor.org/browse/MetaVolcanoR/
Package Short Url https://bioconductor.org/packages/MetaVolcanoR/
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