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OmicFlow: Fast and Efficient (Automated) Analysis of Sparse Omics Data

A generalised data structure for fast and efficient loading and data munching of sparse omics data. The 'OmicFlow' requires an up-front validated metadata template from the user, which serves as a guide to connect all the pieces together by aligning them into a single object that is defined as an 'omics' class. Once this unified structure is established, users can perform manual subsetting, visualisation, and statistical analysis, or leverage the automated 'autoFlow' method to generate a comprehensive report.

Version: 1.3.0
Depends: R (≥ 4.3.0), R6, data.table, Matrix
Imports: ape, gghalves, ggpubr, ggrepel, jsonlite, jsonvalidate, magrittr, patchwork, purrr, rbiom, RColorBrewer, rhdf5, rstatix, slam, stats, tools, utils, vegan, viridis, yyjsonr, methods, ggplot2
Suggests: DT, downloadthis, rmarkdown, cli, testthat (≥ 3.0.0)
Published: 2025-09-01
DOI: 10.32614/CRAN.package.OmicFlow
Author: Alem Gusinac ORCID iD [aut, cre], Thomas Ederveen ORCID iD [aut], Annemarie Boleij ORCID iD [aut, fnd]
Maintainer: Alem Gusinac <alem.gusinac at gmail.com>
BugReports: https://github.com/agusinac/OmicFlow/issues
License: MIT + file LICENSE
URL: https://github.com/agusinac/OmicFlow
NeedsCompilation: no
CRAN checks: OmicFlow results

Documentation:

Reference manual: OmicFlow.html , OmicFlow.pdf

Downloads:

Package source: OmicFlow_1.3.0.tar.gz
Windows binaries: r-devel: not available, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): not available, r-oldrel (arm64): not available, r-release (x86_64): OmicFlow_1.3.0.tgz, r-oldrel (x86_64): OmicFlow_1.3.0.tgz

Linking:

Please use the canonical form https://CRAN.R-project.org/package=OmicFlow to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.