airpart
This is thereleased version of airpart; for the devel version, seeairpart.
Differential cell-type-specific allelic imbalance
Bioconductor version: Release (3.22)
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.
Author: Wancen Mu [aut, cre]
ORCID: 0000-0002-5061-7581, Michael Love [aut, ctb] ORCID: 0000-0001-8401-0545
Maintainer: Wancen Mu <wancen at live.unc.edu>
citation("airpart")):Installation
To install this package, start R (version "4.5") and enter:
if (!require("BiocManager", quietly = TRUE)) install.packages("BiocManager")BiocManager::install("airpart")For older versions of R, please refer to the appropriateBioconductor release.
Documentation
To view documentation for the version of this package installed in your system, start R and enter:
browseVignettes("airpart")| Differential allelic imbalance with airpart | HTML | R Script |
| Reference Manual | ||
| NEWS | Text |
Details
| biocViews | ATACSeq,CellBiology,ChIPSeq,Clustering,DifferentialExpression,FunctionalGenomics,GeneExpression,GeneRegulation,GraphAndNetwork,QualityControl,RNASeq,Regression,Sequencing,SingleCell,Software,Transcription,TranscriptomeVariant |
| Version | 1.18.0 |
| In Bioconductor since | BioC 3.13 (R-4.1) (4.5 years) |
| License | GPL-2 |
| 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 |
| System Requirements | |
| URL | https://github.com/Wancen/airpart |
| Bug Reports | https://github.com/Wancen/airpart/issues |
See More
| Suggests | knitr,rmarkdown,roxygen2 (>= 6.0.0),testthat (>= 3.0.0),gplots,tidyr |
| Linking To | |
| Enhances | |
| Depends On Me | |
| Imports Me | |
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| Links To Me | |
| Build Report | Build Report |
Package Archives
FollowInstallation instructions to use this package in your R session.
| Source Package | airpart_1.18.0.tar.gz |
| Windows Binary (x86_64) | airpart_1.18.0.zip |
| macOS Binary (x86_64) | airpart_1.18.0.tgz |
| macOS Binary (arm64) | airpart_1.18.0.tgz |
| Source Repository | git clone https://git.bioconductor.org/packages/airpart |
| Source Repository (Developer Access) | git clone git@git.bioconductor.org:packages/airpart |
| Bioc Package Browser | https://code.bioconductor.org/browse/airpart/ |
| Package Short Url | https://bioconductor.org/packages/airpart/ |
| Package Downloads Report | Download Stats |