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
| Maintainer | Christina Schmidt <christina.schmidt.science@gmail.com> |
| Author | Christina 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>) |
| License | BSD_3_clause + file LICENSE |
| URL | https://saezlab.github.io/MetaProViz |
| Bug Reports | https://github.com/saezlab/MetaProViz/issues |
| Downloads rank | 53 |
| Source branch | RELEASE_3_23 |
| biocViews | Clustering, Metabolomics, Pathways, QualityControl, Software, SystemsBiology, Visualization |
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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)