DOI: 10.18129/B9.bioc.CytoPipeline  

This package is for version 3.17 of Bioconductor; for the stable, up-to-date release version, see CytoPipeline.

Automation and visualization of flow cytometry data analysis pipelines

Bioconductor version: 3.17

This package provides support for automation and visualization of flow cytometry data analysis pipelines. In the current state, the package focuses on the preprocessing and quality control part. The framework is based on two main S4 classes, i.e. CytoPipeline and CytoProcessingStep. The pipeline steps are linked to corresponding R functions - that are either provided in the CytoPipeline package itself, or exported from a third party package, or coded by the user her/himself. The processing steps need to be specified centrally and explicitly using either a json input file or through step by step creation of a CytoPipeline object with dedicated methods. After having run the pipeline, obtained results at all steps can be retrieved and visualized thanks to file caching (the running facility uses a BiocFileCache implementation). The package provides also specific visualization tools like pipeline workflow summary display, and 1D/2D comparison plots of obtained flowFrames at various steps of the pipeline.

Author: Philippe Hauchamps [aut, cre] , Laurent Gatto [aut] , Dan Lin [ctb]

Maintainer: Philippe Hauchamps <philippe.hauchamps at>

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


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HTML R Script Automation and Visualization of Flow Cytometry Data Analysis Pipelines
HTML R Script Demonstration of the CytoPipeline R package suite functionalities
PDF   Reference Manual
Text   NEWS


biocViews FlowCytometry, ImmunoOncology, Preprocessing, QualityControl, Software, Visualization, WorkflowStep
Version 1.0.2
In Bioconductor since BioC 3.17 (R-4.3) (< 6 months)
License GPL-3
Depends R (>= 4.3)
Imports methods, stats, utils, withr, rlang, ggplot2 (>= 3.4.1), ggcyto, BiocFileCache, BiocParallel, flowCore, PeacoQC, flowAI, diagram, jsonlite, scales
Suggests testthat (>= 3.0.0), vdiffr, diffviewer, knitr, rmarkdown, BiocStyle
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