Package: growkar Title: SummarizedExperiment Infrastructure for Microbial Growth Phenotyping Version: 0.99.4 Authors@R: person("Pooja", "Sethiya", email = "poojasethiya24@gmail.com", role = c("aut", "cre"), comment = c(ORCID = "0000-0001-6584-3912")) Description: growkar provides Bioconductor-native infrastructure for high-throughput microbial growth phenotyping from plate-based assays such as optical density (OD) measurements. The package is built around SummarizedExperiment as its canonical data model, with OD measurements in assays, timepoint annotations in rowData, sample annotations in colData, and derived phenotypes in metadata. growkar supports data import, quality control, normalization, empirical growth-rate estimation, exponential-phase detection, and parametric modeling of growth dynamics. These workflows enable extraction of biologically meaningful phenotypes including lag time, growth rate, doubling time, and carrying capacity, and allow growth-derived phenotypes to be integrated with other Bioconductor analyses in microbial systems biology and multi-omics studies. The data-structure and analysis layers depend only on core Bioconductor infrastructure; graphing is optional and provided by 'plot_*' functions that are enabled when the suggested graphics package is installed. License: MIT + file LICENSE Encoding: UTF-8 Roxygen: list(markdown = TRUE) Depends: R (>= 4.5.0) Imports: methods, BiocBaseUtils, grDevices, S4Vectors, SummarizedExperiment, tidySummarizedExperiment, dplyr, purrr, rlang, stats, tibble, tidyr, utils Suggests: ggplot2, knitr, remotes, rmarkdown, testthat (>= 3.0.0) VignetteBuilder: knitr Config/testthat/edition: 3 URL: https://github.com/sethiyap/growkar BugReports: https://github.com/sethiyap/growkar/issues biocViews: Software, SystemsBiology, ExperimentalDesign, Visualization, Infrastructure, DataImport, QualityControl, Normalization Config/roxygen2/version: 8.0.0 Config/pak/sysreqs: cmake make libicu-dev libuv1-dev libssl-dev zlib1g-dev Repository: https://bioc.r-universe.dev Date/Publication: 2026-09-07 01:46:56 UTC RemoteUrl: https://github.com/bioc/growkar RemoteRef: HEAD RemoteSha: 6c1fa596975dd272f5d593c6c235f8fc6ded4348 NeedsCompilation: no Packaged: 2026-10-07 13:22:00 UTC; root Author: Pooja Sethiya [aut, cre] (ORCID: ) Maintainer: Pooja Sethiya