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immGLIPH

Grouping of Lymphocyte Interactions by Paratope Hotspots

Bioconductor version: 3.24 · Package version: 0.99.5

An R implementation of the GLIPH and GLIPH2 algorithms for clustering T cell receptors (TCRs) predicted to bind the same HLA-restricted peptide antigen. Identifies specificity groups based on local (motif-based) and global (sequence-based) CDR3 similarities. Integrates with the scRepertoire ecosystem via immApex for single-cell immune repertoire analysis. Users should cite the original GLIPH algorithm papers: Glanville et al. (2017) <doi:10.1038/nature22976> and Huang et al. (2020) <doi:10.1038/s41587-020-0505-4>.

Installation

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

BiocManager::install("immGLIPH")

Details

MaintainerNick Borcherding <ncborch@gmail.com>
AuthorNick Borcherding [aut, cre]
LicenseMIT + file LICENSE
URLhttps://github.com/BorchLab/immGLIPH, https://github.com/BorchLab/scRepertoire, https://github.com/BorchLab/immApex
Bug Reportshttps://github.com/BorchLab/immGLIPH/issues
Downloads rank54
Source branchdevel
biocViewsClustering, ImmunoOncology, Sequencing, SingleCell, Software, Visualization

Documentation

Download

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

Source packageimmGLIPH_0.99.5.tar.gz
Windows binary (x86_64)immGLIPH_0.99.5.zip
macOS binary (arm64)immGLIPH_0.99.5.tgz
macOS binary (x86_64)immGLIPH_0.99.5.tgz
Dependencies

Depends: R (>= 4.5.0)

Imports: stringdist, igraph, BiocParallel, parallel, stringr, stats, utils, graphics, grDevices, viridis, visNetwork, plotfunctions, immApex

Suggests: BiocFileCache, scRepertoire, SeuratObject, Seurat, SingleCellExperiment, testthat (>= 3.0.0), BiocStyle, knitr, rmarkdown