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SpaceTrooper

This is the released version of SpaceTrooper; for the devel version, see SpaceTrooper.

SpaceTrooper performs Quality Control analysis of Image-Based spatial


Bioconductor version: Release (3.22)

SpaceTrooper performs Quality Control analysis using data driven GLM models of Image-Based spatial data, providing exploration plots, QC metrics computation, outlier detection. It implements a GLM strategy for the detection of low quality cells in imaging-based spatial data (Transcriptomics and Proteomics). It additionally implements several plots for the visualization of imaging based polygons through the ggplot2 package.

Author: Dario Righelli [aut, cre] ORCID iD ORCID: 0000-0003-1504-3583 , Benedetta Banzi [aut], Oriana Romano [ctb], Matteo Merchionni [ctb], Mattia Forcato [ctb], Silvio Bicciato [aut], Davide Risso [ctb]

Maintainer: Dario Righelli <dario.righelli at gmail.com>

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

Installation

To install this package, start R (version "4.5") and enter:


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

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("SpaceTrooper")
introduction.html HTML R Script
Loading CosMx and Xenium data with SpaceTrooper HTML R Script
Spatial Data Quality Control on Protein data HTML R Script
Reference Manual PDF
NEWS Text
LICENSE Text

Details

Version 1.0.0
In Bioconductor since BioC 3.22 (R-4.5) (< 6 months)
License MIT + file LICENSE
Depends R (>= 4.4.0), SpatialExperiment
System Requirements
See More
Suggests knitr, rmarkdown, BiocStyle, testthat (>= 3.0.0), withr, viridis
Linking To
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Depends On Me
Imports Me OSTA
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Build Report Build Report

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package SpaceTrooper_1.0.0.tar.gz
Windows Binary (x86_64) SpaceTrooper_1.0.0.zip
macOS Binary (x86_64) SpaceTrooper_1.0.0.tgz
macOS Binary (arm64) SpaceTrooper_1.0.0.tgz
Source Repository git clone https://git.bioconductor.org/packages/SpaceTrooper
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/SpaceTrooper
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