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GenomicSuperSignature

Interpretation of RNA-seq experiments through robust, efficient comparison to public databases

Bioconductor version: 3.23 · Package version: 1.20.0

This package provides a novel method for interpreting new transcriptomic datasets through near-instantaneous comparison to public archives without high-performance computing requirements. Through the pre-computed index, users can identify public resources associated with their dataset such as gene sets, MeSH term, and publication. Functions to identify interpretable annotations and intuitive visualization options are implemented in this package.

Installation

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

BiocManager::install("GenomicSuperSignature")

Details

MaintainerSehyun Oh <shbrief@gmail.com>
AuthorSehyun Oh [aut, cre], Levi Waldron [aut], Sean Davis [aut]
LicenseArtistic-2.0
URLhttps://github.com/shbrief/GenomicSuperSignature
Bug Reportshttps://github.com/shbrief/GenomicSuperSignature/issues
Downloads rank300
Source branchRELEASE_3_23
biocViewsClustering, Pathways, PrincipalComponent, RNASeq, Sequencing, Software, SystemsBiology, Transcriptomics

Documentation

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Dependencies

Depends: R (>= 4.1.0), SummarizedExperiment

Imports: ComplexHeatmap, ggplot2, methods, S4Vectors, Biobase, ggpubr, dplyr, plotly, BiocFileCache, grid, flextable, irlba

Suggests: knitr, rmarkdown, devtools, roxygen2, pkgdown, usethis, BiocStyle, testthat, forcats, stats, wordcloud, circlize, EnrichmentBrowser, clusterProfiler, msigdbr, cluster, RColorBrewer, reshape2, tibble, BiocManager, bcellViper, readr, utils