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HybridExpress

Comparative analysis of RNA-seq data for hybrids and their progenitors

Bioconductor version: 3.23 · Package version: 1.8.0

HybridExpress can be used to perform comparative transcriptomics analysis of hybrids (or allopolyploids) relative to their progenitor species. The package features functions to perform exploratory analyses of sample grouping, identify differentially expressed genes in hybrids relative to their progenitors, classify genes in expression categories (N = 12) and classes (N = 5), and perform functional analyses. We also provide users with graphical functions for the seamless creation of publication-ready figures that are commonly used in the literature.

Installation

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

BiocManager::install("HybridExpress")

Details

MaintainerFabricio Almeida-Silva <fabricio_almeidasilva@hotmail.com>
AuthorFabricio Almeida-Silva [aut, cre] (ORCID: <https://orcid.org/0000-0002-5314-2964>), Lucas Prost-Boxoen [aut] (ORCID: <https://orcid.org/0000-0003-2779-9097>), Yves Van de Peer [aut] (ORCID: <https://orcid.org/0000-0003-4327-3730>)
LicenseGPL-3
URLhttps://github.com/almeidasilvaf/HybridExpress
Bug Reportshttps://support.bioconductor.org/tag/HybridExpress
Downloads rank184
Source branchRELEASE_3_23
biocViewsClassification, DifferentialExpression, FunctionalGenomics, GeneExpression, RNASeq, Software, Transcriptomics

Documentation

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Dependencies

Depends: R (>= 4.3.0)

Imports: ggplot2, patchwork, rlang, DESeq2, SummarizedExperiment, stats, methods, RColorBrewer, ComplexHeatmap, grDevices, BiocParallel

Suggests: BiocStyle, knitr, sessioninfo, testthat (>= 3.0.0)