Bioconductor Developer Survey 2026 Now Open!

RFLOMICS

Interactive web application for Omics-data analysis

Bioconductor version: 3.24 · Package version: 1.5.0

Other Bioconductor versions

devel is the development version; release is the current stable one.

3.24 (devel), 3.23 (release)

R-package with shiny interface, provides a framework for the analysis of transcriptomics, proteomics and/or metabolomics data. The interface offers a guided experience for the user, from the definition of the experimental design to the integration of several omics table together. A report can be generated with all settings and analysis results.

DOI: 10.18129/B9.bioc.RFLOMICS

Installation

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

BiocManager::install("RFLOMICS")

Details

MaintainerNadia Bessoltane <nadia.bessoltane@inrae.fr>
AuthorNadia Bessoltane [aut, cre] (ORCID: <https://orcid.org/0000-0001-6931-2529>), Delphine Charif [aut] (ORCID: <https://orcid.org/0000-0002-1949-5969>), Audrey Hulot [aut] (ORCID: <https://orcid.org/0000-0002-9647-6470>), Christine Paysant-Leroux [aut] (ORCID: <https://orcid.org/0000-0003-2046-6492>), Gwendal Cueff [aut]
LicenseArtistic-2.0
URLhttps://github.com/RFLOMICS/RFLOMICS
Bug Reportshttps://github.com/RFLOMICS/RFLOMICS/issues
System RequirementsPython (>=3), numpy, pandas, h5py, scipy, argparse, sklearn, mofapy2 (>=0.7.1)
Source branchdevel
Build report Bioconductor build system, r-universe
biocViewsDifferentialExpression, Metabolomics, Proteomics, ShinyApps, Software, Transcriptomics
Package Short Url https://bioconductor.org/packages/RFLOMICS/

Citation

From within R, enter citation("RFLOMICS"):

Nadia Bessoltane, Delphine Charif, Audrey Hulot, Christine Paysant-Leroux, Gwendal Cueff. RFLOMICS: Interactive web application for Omics-data analysis. doi:10.18129/B9.bioc.RFLOMICS, R package version 1.5.0, https://bioconductor.org/packages/RFLOMICS.

Generated from the package metadata; it may differ from the package's own citation.

Documentation

Download

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

Source packageRFLOMICS_1.5.0.tar.gz
Windows binary (x86_64)RFLOMICS_1.5.0.zip
macOS binary (arm64)RFLOMICS_1.5.0.tgz
macOS binary (x86_64)RFLOMICS_1.5.0.tgz
Dependencies

Depends: R (>= 4.4.0), SummarizedExperiment, MultiAssayExperiment, shinyBS, dplyr, ggplot2, htmltools, knitr, coseq

Imports: vroom, org.At.tair.db, AnnotationDbi, clusterProfiler, ComplexHeatmap, data.table, DT, edgeR, FactoMineR, ggpubr, ggnetwork, ggrepel, grDevices, grid, httr, limma, magrittr, methods, mixOmics, MOFA2, plotly, purrr, RColorBrewer, reshape2, reticulate, rmarkdown, S4Vectors, shiny, shinydashboard, shinyWidgets, stats, stringr, tidyr, tibble, tidyselect, UpSetR

Suggests: testthat, shinytest2, BiocStyle, org.Hs.eg.db