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dandelionR

This is the released version of dandelionR; for the devel version, see dandelionR.

All versions 3.24 (devel), 3.23 (release), 3.22, 3.21

Single-cell Immune Repertoire Trajectory Analysis in R


Bioconductor version: Release (3.23)

dandelionR is an R package for performing single-cell immune repertoire trajectory analysis, based on the original python implementation. It provides the necessary functions to interface with scRepertoire and a custom implementation of an absorbing Markov chain for pseudotime inference, inspired by the Palantir Python package.

Author: Jiawei Yu [aut] ORCID iD ORCID: 0009-0005-9170-7881 , Nicholas Borcherding [aut] ORCID iD ORCID: 0000-0003-1427-6342 , Kelvin Tuong [aut, cre] ORCID iD ORCID: 0000-0002-6735-6808

Maintainer: Kelvin Tuong <z.tuong at uq.edu.au>

Citation (from within R, enter citation("dandelionR")):

Jiawei Yu, Nicholas Borcherding, Kelvin Tuong. dandelionR: Single-cell Immune Repertoire Trajectory Analysis in R. doi:10.18129/B9.bioc.dandelionR, R package version 1.4.0, https://bioconductor.org/packages/dandelionR.

Generated from the package metadata; it may differ from the package's own citation.

Installation

To install this package, start R (version "4.6") and enter:

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

BiocManager::install("dandelionR")

For older versions of R, please refer to the appropriate Bioconductor release.

Documentation

To view documentation for the version of this package installed in your system, start R and enter:

browseVignettes("dandelionR")
Single-cell immune repertoire trajectory analysis with dandelionR and slingshot HTML R Script
Single-cell immune repertoire trajectory analysis with dandelionR HTML R Script
vignette_reproduce_original.html HTML R Script
Reference ManualPDF
NEWSText
LICENSEText

Details

biocViews ImmunoOncology, SingleCell, Software
Version1.4.0
In Bioconductor sinceBioC 3.21 (R-4.5) (1.5 years)
License MIT + file LICENSE
Depends R (>= 4.4.0)
Imports BiocGenerics, bluster, destiny, igraph, MASS, Matrix, methods, miloR, purrr, rlang, S4Vectors, SingleCellExperiment, spam, stats, SummarizedExperiment, uwot, RANN
System Requirements
URLhttps://www.github.com/tuonglab/dandelionR/
Bug Reportshttps://www.github.com/tuonglab/dandelionR/issues
See More
Suggests BiocStyle, fields, knitr, rmarkdown, RColorBrewer, scater, scRepertoire, DelayedMatrixStats, slingshot, testthat
Linking To
Enhances
Depends On Me
Imports Me
Suggests Me
Links To Me
Build Report Build Report, r-universe

Package Archives

Follow Installation instructions to use this package in your R session.

Source Package dandelionR_1.4.0.tar.gz
Windows Binary (x86_64) dandelionR_1.4.0.zip
macOS Binary (big-sur-x86_64) dandelionR_1.4.0.tgz
macOS Binary (sonoma-arm64) dandelionR_1.4.0.tgz
Source Repositorygit clone https://git.bioconductor.org/packages/dandelionR
Source Repository (Developer Access)git clone git@git.bioconductor.org:packages/dandelionR
Package Short Url https://bioconductor.org/packages/dandelionR/
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