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scDblFinder

scDblFinder

Bioconductor version: 3.24 · Package version: 1.27.6

The scDblFinder package gathers various methods for the detection and handling of doublets/multiplets in single-cell sequencing data (i.e. multiple cells captured within the same droplet or reaction volume). It includes methods formerly found in the scran package, the new fast and comprehensive scDblFinder method, and a reimplementation of the Amulet detection method for single-cell ATAC-seq.

Installation

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

BiocManager::install("scDblFinder")

Details

MaintainerPierre-Luc Germain <pierre-luc.germain@hest.ethz.ch>
AuthorPierre-Luc Germain [cre, aut] (ORCID: <https://orcid.org/0000-0003-3418-4218>), Aaron Lun [ctb]
LicenseGPL-3 + file LICENSE
URLhttps://github.com/plger/scDblFinder, https://plger.github.io/scDblFinder/
Bug Reportshttps://github.com/plger/scDblFinder/issues
Downloads rank4681
Source branchdevel
biocViewsATACSeq, Preprocessing, RNASeq, SingleCell, Software

Documentation

Download

Follow the installation instructions to use this package in your R session.

Source packagescDblFinder_1.27.6.tar.gz
Windows binary (x86_64)scDblFinder_1.27.6.zip
macOS binary (arm64)scDblFinder_1.27.6.tgz
macOS binary (x86_64)scDblFinder_1.27.6.tgz
Dependencies

Depends: R (>= 4.0), SingleCellExperiment

Imports: igraph, Matrix, BiocGenerics, BiocParallel, BiocNeighbors, BiocSingular, S4Vectors, SummarizedExperiment, scater, scrapper, bluster, methods, DelayedArray, xgboost (>= 3.1), stats, utils, MASS, IRanges, GenomicRanges, GenomeInfoDb, Rsamtools, rtracklayer

Suggests: BiocStyle, knitr, rmarkdown, testthat, scRNAseq, circlize, ComplexHeatmap, ggplot2, dplyr, viridisLite, mbkmeans

Reverse dependencies

Imports Me (2): DOtools, singleCellTK

Suggests Me (2): scBatchQC, scCertify