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
| Maintainer | Nick Borcherding <ncborch@gmail.com> |
| Author | Nick Borcherding [aut, cre] |
| License | MIT + file LICENSE |
| URL | https://github.com/BorchLab/immGLIPH, https://github.com/BorchLab/scRepertoire, https://github.com/BorchLab/immApex |
| Bug Reports | https://github.com/BorchLab/immGLIPH/issues |
| Downloads rank | 54 |
| Source branch | devel |
| biocViews | Clustering, ImmunoOncology, Sequencing, SingleCell, Software, Visualization |
Documentation
Download
Follow the 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 (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