SpotSweeper
This is the development version of SpotSweeper; for the stable release version, see SpotSweeper.
Spatially-aware quality control for spatial transcriptomics
Bioconductor version: Development (3.21)
Spatially-aware quality control (QC) software for both spot-level and artifact-level QC in spot-based spatial transcripomics, such as 10x Visium. These methods calculate local (nearest-neighbors) mean and variance of standard QC metrics (library size, unique genes, and mitochondrial percentage) to identify outliers spot and large technical artifacts. Scales linearly with the number of spots and is designed to be used with 'SpatialExperiment' objects.
Author: Michael Totty [aut, cre] (ORCID:
Maintainer: Michael Totty <mictott at gmail.com>
citation("SpotSweeper")):
Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE))
install.packages("BiocManager")
# The following initializes usage of Bioc devel
BiocManager::install(version='devel')
BiocManager::install("SpotSweeper")
For older versions of R, please refer to the appropriate Bioconductor release.
Documentation
| Reference Manual |
Details
| biocViews | GeneExpression, QualityControl, Software, Spatial, Transcriptomics |
| Version | 1.3.0 |
| In Bioconductor since | BioC 3.19 (R-4.4) (0.5 years) |
| License | MIT + file LICENSE |
| Depends | R (>= 4.3.0) |
| Imports | SpatialExperiment, SummarizedExperiment, BiocNeighbors, SingleCellExperiment, stats, escheR, MASS, ggplot2, spatialEco, grDevices |
| System Requirements | |
| URL | https://github.com/MicTott/SpotSweeper |
| Bug Reports | https://support.bioconductor.org/tag/SpotSweeper |
See More
| Suggests | knitr, BiocStyle, rmarkdown, scuttle, STexampleData, ggpubr, testthat (>= 3.0.0) |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
| Suggests Me | |
| Links To Me | |
| Build Report | Build Report |
Package Archives
Follow Installation instructions to use this package in your R session.
| Source Package | |
| Windows Binary (x86_64) | |
| macOS Binary (x86_64) | |
| macOS Binary (arm64) | |
| Source Repository | git clone https://git.bioconductor.org/packages/SpotSweeper |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/SpotSweeper |
| Package Short Url | https://bioconductor.org/packages/SpotSweeper/ |
| Package Downloads Report | Download Stats |