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immGLIPH

This is the development version of immGLIPH; to use it, please install the devel version of Bioconductor.

Grouping of Lymphocyte Interactions by Paratope Hotspots


Bioconductor version: Development (3.24)

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) and Huang et al. (2020) .

Author: Nick Borcherding [aut, cre]

Maintainer: Nick Borcherding <ncborch at gmail.com>

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

Installation

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


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

# The following initializes usage of Bioc devel
BiocManager::install(version='devel')

BiocManager::install("immGLIPH")

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("immGLIPH")
Getting Started with immGLIPH HTML R Script
Reference Manual PDF
NEWS Text
LICENSE Text

Details

biocViews Clustering, ImmunoOncology, Sequencing, SingleCell, Software, Visualization
Version 0.99.5
In Bioconductor since BioC 3.24 (R-4.6)
License MIT + file LICENSE
Depends R (>= 4.5.0)
Imports stringdist, igraph, BiocParallel, parallel, stringr, stats, utils, graphics, grDevices, viridis, visNetwork, plotfunctions, immApex
System Requirements
URL https://github.com/BorchLab/immGLIPH https://github.com/BorchLab/scRepertoire https://github.com/BorchLab/immApex
Bug Reports https://github.com/BorchLab/immGLIPH/issues
See More
Suggests BiocFileCache, scRepertoire, SeuratObject, Seurat, SingleCellExperiment, testthat (>= 3.0.0), BiocStyle, knitr, rmarkdown
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Package Archives

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

Source Package immGLIPH_0.99.5.tar.gz
Windows Binary (x86_64) immGLIPH_0.99.5.zip
macOS Binary (big-sur-x86_64) immGLIPH_0.99.5.tgz
macOS Binary (sonoma-arm64) immGLIPH_0.99.5.tgz
Source Repository git clone https://git.bioconductor.org/packages/immGLIPH
Source Repository (Developer Access) git clone git@git.bioconductor.org:packages/immGLIPH
Bioc Package Browser https://code.bioconductor.org/browse/immGLIPH/
Package Short Url https://bioconductor.org/packages/immGLIPH/
Package Downloads Report Download Stats