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airpart

Differential cell-type-specific allelic imbalance

Bioconductor version: 3.24 · Package version: 1.21.0

Airpart identifies sets of genes displaying differential cell-type-specific allelic imbalance across cell types or states, utilizing single-cell allelic counts. It makes use of a generalized fused lasso with binomial observations of allelic counts to partition cell types by their allelic imbalance. Alternatively, a nonparametric method for partitioning cell types is offered. The package includes a number of visualizations and quality control functions for examining single cell allelic imbalance datasets.

Installation

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

BiocManager::install("airpart")

Details

MaintainerWancen Mu <wancen@live.unc.edu>
AuthorWancen Mu [aut, cre] (ORCID: <https://orcid.org/0000-0002-5061-7581>), Michael Love [aut, ctb] (ORCID: <https://orcid.org/0000-0001-8401-0545>)
LicenseGPL-2
URLhttps://github.com/Wancen/airpart
Bug Reportshttps://github.com/Wancen/airpart/issues
Downloads rank411
Source branchdevel
biocViewsATACSeq, CellBiology, ChIPSeq, Clustering, DifferentialExpression, FunctionalGenomics, GeneExpression, GeneRegulation, GraphAndNetwork, QualityControl, RNASeq, Regression, Sequencing, SingleCell, Software, Transcription, TranscriptomeVariant

Documentation

Download

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

Source packageairpart_1.21.0.tar.gz
Windows binary (x86_64)airpart_1.21.0.zip
macOS binary (arm64)airpart_1.21.0.tgz
macOS binary (x86_64)airpart_1.21.0.tgz
Dependencies

Depends: R (>= 4.1)

Imports: SingleCellExperiment, SummarizedExperiment, S4Vectors, scater, stats, smurf, apeglm (>= 1.13.3), emdbook, mclust, clue, dynamicTreeCut, matrixStats, dplyr, plyr, ggplot2, ComplexHeatmap, forestplot, RColorBrewer, rlang, lpSolve, grid, grDevices, graphics, utils, pbapply

Suggests: knitr, rmarkdown, roxygen2 (>= 6.0.0), testthat (>= 3.0.0), gplots, tidyr