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
| Maintainer | Yingxin Lin <yingxin.lin@sydney.edu.au> |
| Author | Yingxin Lin [aut, cre], Hani Kim [aut] |
| License | GPL-3 |
| Bug Reports | https://github.com/SydneyBioX/CiteFuse/issues |
| Downloads rank | 319 |
| Source branch | RELEASE_3_23 |
| biocViews | GeneExpression, 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