Package: markeR Title: An R Toolkit for Evaluating Gene Signatures as Phenotypic Markers Version: 1.2.0 Authors@R: c( person("Rita", "Martins-Silva", email = "rita.silva@medicina.ulisboa.pt", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-1067-7993")), person("Alexandre", "Kaizeler", role = c("aut", "ctb"), comment = c(ORCID = "0000-0002-9117-6073")), person(c("Nuno", "Luís"), "Barbosa-Morais", role=c("aut", "led", "ths"), comment=c(ORCID="0000-0002-1215-0538")) ) Description: markeR is an R package that provides a modular and extensible framework for the systematic evaluation of gene sets as phenotypic markers using transcriptomic data. The package is designed to support both quantitative analyses and visual exploration of gene set behaviour across experimental and clinical phenotypes. It implements multiple methods, including score-based and enrichment approaches, and also allows the exploration of expression behaviour of individual genes. In addition, users can assess the similarity of their own gene sets against established collections (e.g., those from MSigDB), facilitating biological interpretation. License: Artistic-2.0 biocViews: GeneExpression, Transcriptomics, Visualization, Software, GeneSetEnrichment, Classification Encoding: UTF-8 Language: en-GB LazyData: false Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.3 Additional_repositories: https://bioconductor.org/packages/release/bioc Imports: circlize, edgeR, ComplexHeatmap, ggh4x, ggplot2, ggpubr, grid, gridExtra, pROC, RColorBrewer, reshape2, rstatix, scales, stats, utils, fgsea, limma, ggrepel, effectsize, msigdbr, tibble Suggests: devtools, markdown, renv, testthat, BiocManager, knitr, rmarkdown, roxygen2, mockery, covr, magick, BiocStyle Config/testthat/edition: 3 Depends: R (>= 4.5.0) URL: https://diseasetranscriptomicslab.github.io/markeR/, https://github.com/DiseaseTranscriptomicsLab/markeR BugReports: https://github.com/DiseaseTranscriptomicsLab/markeR/issues VignetteBuilder: knitr Config/Needs/website: rmarkdown Config/pak/sysreqs: cmake make libicu-dev libpng-dev libssl-dev perl Repository: Bioconductor 3.23 Date/Publication: 2026-04-28 13:05:32 UTC RemoteUrl: https://github.com/bioc/markeR RemoteRef: RELEASE_3_23 RemoteSha: 55addc469807bf79ea0b2e43bc0d3b2455755a2c NeedsCompilation: no Packaged: 2026-10-01 11:03:26 UTC; root Author: Rita Martins-Silva [aut, cre] (ORCID: ), Alexandre Kaizeler [aut, ctb] (ORCID: ), Nuno Luís Barbosa-Morais [aut, led, ths] (ORCID: ) Maintainer: Rita Martins-Silva