CRAN/E | immunarch

immunarch

Bioinformatics Analysis of T-Cell and B-Cell Immune Repertoires

Installation

About

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.

immunarch.com/
github.com/immunomind/immunarch
Bug report File report

Key Metrics

Version 0.9.0
R ≥ 4.0.0
Published 2022-12-15 492 days ago
Needs compilation? yes
License AGPL-3
CRAN checks immunarch results

Downloads

Yesterday 69
Last 7 days 183 -34%
Last 30 days 1.191 +196%
Last 90 days 1.702 +0%
Last 365 days 9.045 -36%

Maintainer

Maintainer

Vadim I. Nazarov

support@immunomind.io

Authors

Vadim I. Nazarov

aut / cre

Vasily O. Tsvetkov

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

Contacts

Material

README
NEWS
Reference manual
Package source

Vignettes

Introduction to immunarch
Working with data in immunarch

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

immunarch archive

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

Suggests

knitr ≥ 1.8
roxygen2 ≥ 3.0.0
testthat ≥ 2.1.0
pkgdown ≥ 0.1.0
assertthat
rmarkdown

LinkingTo

Rcpp