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Mergeomics

This is the development version of Mergeomics; for the stable release version, see Mergeomics.

Integrative network analysis of omics data


Bioconductor version: Development (3.24)

The Mergeomics pipeline serves as a flexible framework for integrating multidimensional omics-disease associations, functional genomics, canonical pathways and gene-gene interaction networks to generate mechanistic hypotheses. It includes two main parts, 1) Marker set enrichment analysis (MSEA); 2) Weighted Key Driver Analysis (wKDA).

Author: Ville-Petteri Makinen, Le Shu, Yuqi Zhao, Zeyneb Kurt, Bin Zhang, Xia Yang

Maintainer: Zeyneb Kurt <zeynebkurt at gmail.com>

Citation (from within R, enter citation("Mergeomics")):
Seminal Bioconductor project articles:

Huber W, Carey VJ, Gentleman R, Anders S, Carlson M, Carvalho BS, Bravo HC, Davis S, Gatto L, Girke T, Gottardo R, Hahne F, Hansen KD, Irizarry RA, Lawrence M, Love MI, MacDonald J, Obenchain V, Oleś AK, Pagès H, Reyes A, Shannon P, Smyth GK, Tenenbaum D, Waldron L, Morgan M (2015). "Orchestrating high-throughput genomic analysis with Bioconductor." Nature Methods, 12(2), 115–121. doi:10.1038/nmeth.3252.

Gentleman RC, Carey VJ, Bates DM, Bolstad B, Dettling M, Dudoit S, Ellis B, Gautier L, Ge Y, Gentry J, Hornik K, Hothorn T, Huber W, Iacus S, Irizarry R, Leisch F, Li C, Maechler M, Rossini AJ, Sawitzki G, Smith C, Smyth G, Tierney L, Yang JYH, Zhang J (2004). "Bioconductor: open software development for computational biology and bioinformatics." Genome Biology, 5(10), R80. doi:10.1186/gb-2004-5-10-r80.

Installation

To install this package, start R (version "4.6") and enter:


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

## The following initializes the development version of Bioconductor
BiocManager::install(version = "devel")

BiocManager::install("Mergeomics")

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("Mergeomics")
Mergeomics PDF R Script
Reference Manual PDF
NEWS Text

Details

biocViews Software
Version 1.41.0
In Bioconductor since BioC 3.3 (R-3.3) (10.5 years)
License GPL (>= 2)
Depends R (>= 3.0.1)
Imports
System Requirements
URL
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Suggests RUnit, BiocGenerics
Linking To
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Depends On Me
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Package Archives

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

Source Package Mergeomics_1.41.0.tar.gz
Windows Binary (x86_64) Mergeomics_1.41.0.zip
macOS Binary (big-sur-x86_64) Mergeomics_1.41.0.tgz
macOS Binary (sonoma-arm64) Mergeomics_1.41.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/Mergeomics
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/Mergeomics
Bioc Package Browser https://code.bioconductor.org/browse/Mergeomics/
Package Short Url https://bioconductor.org/packages/Mergeomics/
Package Downloads Report Download Stats