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CiteFuse

CiteFuse: multi-modal analysis of CITE-seq data

Bioconductor version: 3.23 · Package version: 1.24.0

CiteFuse pacakage implements a suite of methods and tools for CITE-seq data from pre-processing to integrative analytics, including doublet detection, network-based modality integration, cell type clustering, differential RNA and protein expression analysis, ADT evaluation, ligand-receptor interaction analysis, and interactive web-based visualisation of the analyses.

Installation

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

BiocManager::install("CiteFuse")

Details

MaintainerYingxin Lin <yingxin.lin@sydney.edu.au>
AuthorYingxin Lin [aut, cre], Hani Kim [aut]
LicenseGPL-3
Bug Reportshttps://github.com/SydneyBioX/CiteFuse/issues
Downloads rank319
Source branchRELEASE_3_23
biocViewsGeneExpression, SingleCell, Software

Documentation

Download

Dependencies

Depends: R (>= 4.0)

Imports: SingleCellExperiment (>= 1.8.0), SummarizedExperiment (>= 1.16.0), Matrix, mixtools, cowplot, ggplot2, gridExtra, grid, dbscan, uwot, Rtsne, S4Vectors (>= 0.24.0), igraph, scales, scran (>= 1.14.6), graphics, methods, stats, utils, reshape2, ggridges, randomForest, pheatmap, ggraph, grDevices, rhdf5, rlang, Rcpp, compositions

LinkingTo: Rcpp

Suggests: knitr, rmarkdown, DT, mclust, scater, ExPosition, BiocStyle, pkgdown

Reverse dependencies

Suggests Me (1): MuData