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MetaProViz

METabolomics pre-PRocessing, functiOnal analysis and VIZualisation

Bioconductor version: 3.23 · Package version: 4.0.0

MetaProViz can analyse standard metabolomics and exometabolomics data (CoRe). It performs pre-processing including feature filtering, missing value imputation, normalisation and outlier detection. It performs functional analysis including differential metabolite analysis (DMA), clustering based on regulatory rules (MCA) and contains different visualisation methods to extract biological interpretable graphs and saves them in a publication ready format.

Installation

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

BiocManager::install("MetaProViz")

Details

MaintainerChristina Schmidt <christina.schmidt.science@gmail.com>
AuthorChristina Schmidt [aut, cre, fnd] (ORCID: <https://orcid.org/0000-0002-3867-0881>), Denes Turei [aut] (ORCID: <https://orcid.org/0000-0002-7249-9379>), Dimitrios Prymidis [aut] (ORCID: <https://orcid.org/0009-0000-0168-3841>), Macabe Daley [aut] (ORCID: <https://orcid.org/0000-0002-8026-7068>), Jannik Franken [aut], Julio Saez-Rodriguez [aut] (ORCID: <https://orcid.org/0000-0002-8552-8976>), Christian Frezza [aut] (ORCID: <https://orcid.org/0000-0002-3293-7397>)
LicenseBSD_3_clause + file LICENSE
URLhttps://saezlab.github.io/MetaProViz
Bug Reportshttps://github.com/saezlab/MetaProViz/issues
Downloads rank208
Source branchRELEASE_3_23
biocViewsClustering, Metabolomics, Pathways, QualityControl, Software, SystemsBiology, Visualization

Download

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

Source packageMetaProViz_4.0.0.tar.gz
Windows binary (x86_64)MetaProViz_4.0.0.zip
macOS binary (arm64)MetaProViz_4.0.0.tgz
macOS binary (x86_64)MetaProViz_4.0.0.tgz
Dependencies

Depends: R (>= 4.4)

Imports: broom, ComplexUpset (>= 1.3.3), cosmosR, DBI, dplyr, EnhancedVolcano, factoextra, ggbeeswarm, ggfortify, ggplot2 (>= 3.3.5), ggpubr, ggrepel, grid, gridExtra, gtools, hash, igraph, ggraph, inflection, limma, logger, magrittr, methods, OmnipathR (>= 3.19.12), patchwork, pheatmap, Polychrome, purrr, qcc, qvalue, rappdirs, readr, rlang, rstatix, S4Vectors, stringr, SummarizedExperiment, tibble, tidyr, tidyselect, writexl

Suggests: BiocStyle, ggupset, ggVennDiagram, kableExtra, knitr, pkgdown, svglite, testthat (>= 3.1.4)