Package: hermes Title: Preprocessing, analyzing, and reporting of RNA-seq data Type: Package Date: 2025-09-09 Version: 1.17.0 Authors@R: c( person("Daniel", "Sabanés Bové", email = "daniel.sabanes_bove@rconis.com", role = c("aut", "cre")), person("Namrata", "Bhatia", role = "aut"), person("Stefanie", "Bienert", role = "aut"), person("Benoit", "Falquet", role = "aut"), person("Haocheng", "Li", role = "aut"), person("Jeff", "Luong", role = "aut"), person("Lyndsee", "Midori Zhang", email = "zhang.lyndsee@gene.com", role = "aut"), person("Alex", "Richardson", role = "aut"), person("Simona", "Rossomanno", role = "aut"), person("Tim", "Treis", role = "aut"), person("Mark", "Yan", role = "aut"), person("Naomi", "Chang", role = "aut"), person("Chendi", "Liao", email = "chendi.liao@roche.com", role = "aut"), person("Carolyn Zhang", role = "aut"), person("Joseph N.", "Paulson", email = "paulson.joseph@gene.com", role = "aut"), person("F. Hoffmann-La Roche AG", role = c("cph", "fnd")) ) Description: Provides classes and functions for quality control, filtering, normalization and differential expression analysis of pre-processed `RNA-seq` data. Data can be imported from `SummarizedExperiment` as well as `matrix` objects and can be annotated from `BioMart`. Filtering for genes without too low expression or containing required annotations, as well as filtering for samples with sufficient correlation to other samples or total number of reads is supported. The standard normalization methods including cpm, rpkm and tpm can be used, and 'DESeq2` as well as voom differential expression analyses are available. License: Apache License 2.0 URL: https://insightsengineering.github.io/hermes/ BugReports: https://github.com/insightsengineering/hermes/issues Depends: ggfortify, R (>= 4.1), SummarizedExperiment (>= 1.16) Imports: assertthat, Biobase, BiocGenerics, biomaRt, checkmate (>= 2.1), circlize, ComplexHeatmap, DESeq2, dplyr, edgeR, EnvStats, forcats (>= 1.0.0), GenomicRanges, ggplot2, ggrepel (>= 0.9), IRanges, limma, magrittr, matrixStats (>= 1.5.0), methods, MultiAssayExperiment, purrr, R6, Rdpack (>= 2.6.2), rlang, S4Vectors, stats, tidyr, utils Suggests: BiocStyle, DelayedArray, DT, grid, httr, knitr, rmarkdown, statmod, testthat (>= 3.2.2), vdiffr (>= 1.0.8) VignetteBuilder: knitr RdMacros: Rdpack biocViews: RNASeq, DifferentialExpression, Normalization, Preprocessing, QualityControl Config/testthat/edition: 3 Encoding: UTF-8 Language: en-US LazyData: true Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.0 Collate: 'GeneSpec-class.R' 'HermesData-validate.R' 'HermesData-class.R' 'HermesData-methods.R' 'argument_convention.R' 'assertthat.R' 'calc_cor.R' 'checkmate.R' 'connections.R' 'data.R' 'differential.R' 'dplyr_compatibility.R' 'draw_barplot.R' 'draw_boxplot.R' 'draw_heatmap.R' 'draw_scatterplot.R' 'graphs.R' 'join_cdisc.R' 'normalization.R' 'package.R' 'pca.R' 'pca_cor_samplevar.R' 'quality.R' 'top_genes.R' 'utils.R' Config/pak/sysreqs: libicu-dev libpng-dev libxml2-dev libssl-dev perl zlib1g-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-04-28 12:57:33 UTC RemoteUrl: https://github.com/bioc/hermes RemoteRef: HEAD RemoteSha: f49637da43a95a7c41468a51cfb575db834228ed NeedsCompilation: no Packaged: 2026-07-04 00:08:53 UTC; root Author: Daniel Sabanés Bové [aut, cre], Namrata Bhatia [aut], Stefanie Bienert [aut], Benoit Falquet [aut], Haocheng Li [aut], Jeff Luong [aut], Lyndsee Midori Zhang [aut], Alex Richardson [aut], Simona Rossomanno [aut], Tim Treis [aut], Mark Yan [aut], Naomi Chang [aut], Chendi Liao [aut], Carolyn Zhang [aut], Joseph N. Paulson [aut], F. Hoffmann-La Roche AG [cph, fnd] Maintainer: Daniel Sabanés Bové