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airpart

Differential cell-type-specific allelic imbalance

Bioconductor version: 3.23 · Package version: 1.20.0

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 rank249
Source branchRELEASE_3_23
biocViewsATACSeq, CellBiology, ChIPSeq, Clustering, DifferentialExpression, FunctionalGenomics, GeneExpression, GeneRegulation, GraphAndNetwork, QualityControl, RNASeq, Regression, Sequencing, SingleCell, Software, Transcription, TranscriptomeVariant

Documentation

Download

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