Contains functions for single-cell RNA sequencing data analysis. It provides core functionalities for clustering cells, identifying markers for predefined clusters, performing sub-clustering of major cell populations, and discovering markers within custom-selected subsets of cells. 'CelliVerse' also includes methods for analyzing cluster similarity and generating intuitive visualizations. Designed to be independent of library size and other sample- or cell-level confounding effects, 'CelliVerse' ensures reliable and interpretable results across a wide range of datasets. Fred Viole and David Nawrocki (2013, ISBN:1490523995). Csardi G, Nepusz T (2006). "The 'igraph' software package for complex network research." InterJournal, Complex Systems, 1695. Adopted algorithms and sources are referenced in function document.
| Version: | 0.0.2 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Matrix, Seurat, SummarizedExperiment, scales, ggplot2, magrittr, igraph, cli, dplyr, data.table, stringr, tidyr, RColorBrewer, ggnewscale, patchwork, tidyselect, methods, Rcpp |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | R.rsp, htmltools, knitr, rmarkdown, plumber, jsonlite, httr2, processx, later, promises, callr, httpuv, openssl, fs, svglite, zip, withr, SeuratObject, ComplexHeatmap, hdf5r, rstudioapi |
| Published: | 2026-09-12 |
| DOI: | 10.32614/CRAN.package.celliverse (may not be active yet) |
| Author: | Adrian Salavaty |
| Maintainer: | Adrian Salavaty <abbas.salavaty at gmail.com> |
| BugReports: | https://github.com/asalavaty/celliverse/issues |
| License: | GPL-3 |
| URL: | https://github.com/asalavaty/celliverse, https://asalavaty.github.io/celliverse/ |
| NeedsCompilation: | yes |
| Language: | en-US |
| Citation: | celliverse citation info |
| Materials: | README, NEWS |
| CRAN checks: | celliverse results |
| Reference manual: | celliverse.html , celliverse.pdf |
| Vignettes: |
Introduction to CelliVerse (source) |
| Package source: | celliverse_0.0.2.tar.gz |
| Windows binaries: | r-devel: not available, r-release: not available, r-oldrel: not available |
| macOS binaries: | r-release (arm64): not available, r-oldrel (arm64): celliverse_0.0.2.tgz, r-release (x86_64): celliverse_0.0.2.tgz, r-oldrel (x86_64): celliverse_0.0.2.tgz |
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