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A comprehensive framework for bioinformatics exploratory analysis of bulk and single-cell T-cell receptor and antibody repertoires. It provides seamless data loading, analysis and visualisation for AIRR (Adaptive Immune Receptor Repertoire) data, both bulk immunosequencing (RepSeq) and single-cell sequencing (scRNAseq). Immunarch implements most of the widely used AIRR analysis methods, such as: clonality analysis, estimation of repertoire similarities in distribution of clonotypes and gene segments, repertoire diversity analysis, annotation of clonotypes using external immune receptor databases and clonotype tracking in vaccination and cancer studies. A successor to our previously published 'tcR' immunoinformatics package (Nazarov 2015) <doi:10.1186/s12859-015-0613-1>.
| Version: | 0.9.1 |
| Depends: | R (≥ 4.0.0), ggplot2 (≥ 3.1.0), dplyr (≥ 0.8.0), dtplyr (≥ 1.0.0), data.table (≥ 1.12.6), patchwork |
| Imports: | factoextra (≥ 1.0.4), fpc, UpSetR (≥ 1.4.0), pheatmap (≥ 1.0.12), ggrepel (≥ 0.8.0), reshape2 (≥ 1.4.2), circlize, MASS (≥ 7.3), Rtsne (≥ 0.15), readxl (≥ 1.3.1), shiny (≥ 1.4.0), shinythemes, airr, ggseqlogo, ggalluvial (≥ 0.10.0), Rcpp (≥ 1.0), magrittr, methods, scales, ggpubr (≥ 0.2), rlang (≥ 0.4), plyr, purrr, stringdist, jsonlite, readr, stringr, tibble, tidyselect, tidyr, igraph, ape, doParallel, rlist, utils, glue, phangorn, uuid, stringi, ggraph |
| LinkingTo: | Rcpp |
| Suggests: | knitr (≥ 1.8), roxygen2 (≥ 3.0.0), testthat (≥ 2.1.0), pkgdown (≥ 0.1.0), assertthat, rmarkdown |
| Published: | 2024-03-18 |
| DOI: | 10.32614/CRAN.package.immunarch |
| Author: | Vadim I. Nazarov [aut, cre], Vasily O. Tsvetkov [aut], Siarhei Fiadziushchanka [aut], Eugene Rumynskiy [aut], Aleksandr A. Popov [aut], Ivan Balashov [aut], Maria Samokhina [aut], Anna Lorenc [ctb], Daniel J. Moore [ctb], Victor Greiff [ctb], ImmunoMind [cph, fnd] |
| Maintainer: | Vadim I. Nazarov <support at immunomind.io> |
| Contact: | support@immunomind.io |
| BugReports: | https://github.com/immunomind/immunarch/issues |
| License: | Apache License (== 2.0) |
| URL: | https://immunarch.com/, https://github.com/immunomind/immunarch |
| NeedsCompilation: | yes |
| Materials: | README NEWS |
| In views: | Omics |
| CRAN checks: | immunarch results |
| Reference manual: | immunarch.pdf |
| Vignettes: |
Introduction to immunarch Working with data in immunarch |
| Package source: | immunarch_0.9.1.tar.gz |
| Windows binaries: | r-devel: immunarch_0.9.1.zip, r-release: immunarch_0.9.1.zip, r-oldrel: immunarch_0.9.1.zip |
| macOS binaries: | r-release (arm64): immunarch_0.9.1.tgz, r-oldrel (arm64): immunarch_0.9.1.tgz, r-release (x86_64): immunarch_0.9.1.tgz, r-oldrel (x86_64): immunarch_0.9.1.tgz |
| Old sources: | immunarch archive |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.