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ClustIRR

Clustering of Immune Receptor Repertoires

Bioconductor version: 3.24 · Package version: 1.11.0

ClustIRR analyzes repertoires of B- and T-cell receptors. It starts by identifying communities of immune receptors with similar specificities, based on the sequences of their complementarity-determining regions (CDRs). Next, it employs a Bayesian probabilistic models to quantify differential community occupancy (DCO) between repertoires, allowing the identification of expanding or contracting communities in response to e.g. infection or cancer treatment.

Installation

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

BiocManager::install("ClustIRR")

Details

MaintainerSimo Kitanovski <simokitanovski@gmail.com>
AuthorSimo Kitanovski [aut, cre] (ORCID: <https://orcid.org/0000-0003-2909-5376>), Kai Wollek [aut] (ORCID: <https://orcid.org/0009-0008-5941-9160>)
LicenseGPL-3 + file LICENSE
URLhttps://github.com/snaketron/ClustIRR
Bug Reportshttps://github.com/snaketron/ClustIRR/issues
System RequirementsGNU make, ncbi-blast+
Downloads rank341
Source branchdevel
biocViewsBayesian, BiomedicalInformatics, Classification, Clustering, ImmunoOncology, MathematicalBiology, SingleCell, Software

Download

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

Source packageClustIRR_1.11.0.tar.gz
Windows binary (x86_64)ClustIRR_1.11.0.zip
macOS binary (arm64)ClustIRR_1.11.0.tgz
macOS binary (x86_64)ClustIRR_1.11.0.tgz
Dependencies

Depends: R (>= 4.3.0)

Imports: grDevices, igraph, methods, Rcpp (>= 0.12.0), RcppParallel (>= 5.0.1), reshape2, rstan (>= 2.18.1), rstantools (>= 2.4.0), stats, stringdist, utils, posterior, visNetwork, dplyr, tidyr, ggplot2, ggforce, scales, msa, Biostrings, RADanalysis, ggseqlogo, rBLAST

LinkingTo: BH (>= 1.66.0), Rcpp (>= 0.12.0), RcppEigen (>= 0.3.3.3.0), RcppParallel (>= 5.0.1), rstan (>= 2.18.1), StanHeaders (>= 2.18.0)

Suggests: BiocStyle, knitr, testthat, ggrepel, patchwork, htmlwidgets