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
| Maintainer | Simo Kitanovski <simo.kitanovski@uni-due.de> |
| Author | Simo Kitanovski [aut, cre] |
| License | MIT + file LICENSE |
| URL | https://github.com/snaketron/IgGeneUsage |
| Bug Reports | https://github.com/snaketron/IgGeneUsage/issues |
| System Requirements | GNU make |
| Downloads rank | 252 |
| Source branch | RELEASE_3_23 |
| biocViews | Bayesian, BiomedicalInformatics, DifferentialExpression, Genetics, ImmunoOncology, MathematicalBiology, Regression, Software |
Documentation
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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