omicRexposome

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

Exposome and omic data associatin and integration analysis

Bioconductor version: Development (3.18)

omicRexposome systematizes the association evaluation between exposures and omic data, taking advantage of MultiDataSet for coordinated data management, rexposome for exposome data definition and limma for association testing. Also to perform data integration mixing exposome and omic data using multi co-inherent analysis (omicade4) and multi-canonical correlation analysis (PMA).

Author: Carles Hernandez-Ferrer [aut, cre], Juan R. González [aut]

Maintainer: Xavier Escribà Montagut <xavier.escriba at isglobal.org>

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

Installation

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

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

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

BiocManager::install("omicRexposome")

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

Documentation


Reference Manual	PDF

Details

biocViews	DifferentialExpression, DifferentialMethylation, Epigenetics, GeneExpression, GeneRegulation, ImmunoOncology, MultipleComparison, Proteomics, Regression, Software, StatisticalMethod, Transcriptomics, Visualization, WorkflowStep
Version	1.23.0
In Bioconductor since	BioC 3.6 (R-3.4) (6 years)
License	MIT + file LICENSE
Depends	R (>= 3.5.0), Biobase
Imports	stats, utils, grDevices, graphics, methods, rexposome, limma, sva, ggplot2, ggrepel, PMA, omicade4, gridExtra, MultiDataSet, SmartSVA, isva, parallel, SummarizedExperiment, stringr
Linking To
Suggests	BiocStyle, knitr, rmarkdown, snpStats, brgedata
System Requirements
Enhances
URL

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Build Report

Package Archives

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

Source Package
Windows Binary	omicRexposome_1.23.0.zip (64-bit only)
macOS Binary (x86_64)	omicRexposome_1.23.0.tgz
macOS Binary (arm64)	omicRexposome_1.23.0.tgz
Source Repository	git clone https://git.bioconductor.org/packages/omicRexposome
Source Repository (Developer Access)	git clone git@git.bioconductor.org:packages/omicRexposome
Bioc Package Browser	https://code.bioconductor.org/browse/omicRexposome/
Package Short Url	https://bioconductor.org/packages/omicRexposome/
Package Downloads Report	Download Stats