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IgGeneUsage

Differential gene usage in immune repertoires

Bioconductor version: 3.23 · Package version: 1.26.0

Detection of biases in the usage of immunoglobulin (Ig) genes is an important task in immune repertoire profiling. IgGeneUsage detects aberrant Ig gene usage between biological conditions using a probabilistic model which is analyzed computationally by Bayes inference. With this IgGeneUsage also avoids some common problems related to the current practice of null-hypothesis significance testing.

Installation

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

BiocManager::install("IgGeneUsage")

Details

MaintainerSimo Kitanovski <simo.kitanovski@uni-due.de>
AuthorSimo Kitanovski [aut, cre]
LicenseMIT + file LICENSE
URLhttps://github.com/snaketron/IgGeneUsage
Bug Reportshttps://github.com/snaketron/IgGeneUsage/issues
System RequirementsGNU make
Downloads rank252
Source branchRELEASE_3_23
biocViewsBayesian, BiomedicalInformatics, DifferentialExpression, Genetics, ImmunoOncology, MathematicalBiology, Regression, Software

Documentation

Download

Dependencies

Depends: R (>= 4.2.0)

Imports: methods, reshape2 (>= 1.4.3), Rcpp (>= 0.12.0), RcppParallel (>= 5.0.1), rstan (>= 2.18.1), rstantools (>= 2.2.0), SummarizedExperiment, tidyr

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, rmarkdown, testthat (>= 2.1.0), ggplot2, ggforce, ggrepel, patchwork