Type: Package Package: hermes Title: Preprocessing, analyzing, and reporting of RNA-seq data Version: 1.7.2 Date: 2024-06-27 Authors@R: c( person("Daniel", "Sabanés Bové", , "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", , "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", , "chendi.liao@roche.com", role = "aut"), person("Carolyn Zhang", role = "aut"), person("Joseph N.", "Paulson", , "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, lifecycle, limma, magrittr, matrixStats, methods, MultiAssayExperiment, purrr, R6, Rdpack, rlang, S4Vectors, stats, tidyr, utils Suggests: BiocStyle, DelayedArray, DT, grid, httr, knitr, rmarkdown, statmod, testthat (>= 2.0), vdiffr VignetteBuilder: knitr RdMacros: lifecycle, Rdpack biocViews: RNASeq, DifferentialExpression, Normalization, Preprocessing, QualityControl Encoding: UTF-8 Language: en-US LazyData: true Roxygen: list(markdown = TRUE) RoxygenNote: 7.3.1 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://insightsengineering.r-universe.dev Date/Publication: 2024-06-27 13:58:37 UTC RemoteUrl: https://github.com/insightsengineering/hermes RemoteRef: v1.7.2 RemoteSha: fdf4ec82e3643e6a632b2cb29b1db6ae7943e434 NeedsCompilation: no Packaged: 2026-06-07 07:40:39 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