{
  "_id": "6a5085b7c30f0868bbf2008c",
  "Type": "Package",
  "Package": "PKbioanalysis",
  "Title": "Pharmacokinetic Bioanalysis Experiments Design and Exploration",
  "Version": "0.5.1",
  "Authors@R": "c(\nperson(\"Omar\", \"Elashkar\", email = \"omar.i.elashkar@gmail.com\",\nrole = c(\"aut\", \"cre\"), comment = c(ORCID = \"0000-0002-5505-778X\"))\n)",
  "Maintainer": "Omar Elashkar <omar.i.elashkar@gmail.com>",
  "Description": "Automate pharmacokinetic/pharmacodynamic bioanalytical\nprocedures based on best practices and regulatory\nrecommendations. The package impose regulatory constrains and\nsanity checking for common bioanalytical procedures.\nAdditionally, 'PKbioanalysis' provides a relational\ninfrastructure for plate management and injection sequence.",
  "License": "AGPL (>= 3)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.3.3",
  "SystemRequirements": "python (>= 3.10)",
  "URL": "https://omarashkar.github.io/PKbioanalysis/",
  "BugReports": "https://github.com/OmarAshkar/PKbioanalysis/issues",
  "Config/testthat/edition": "3",
  "Collate": "'PKbioanalysis-package.R' 'calc.R' 'chrom_anomaly_plots.R'\n'chrom_app.R' 'chrom_parsers.R' 'chrom_utils.R' 'generics.R'\n'class.R' 'chromatogram.R' 'config.R' 'dil_map.R'\n'estim_residuals.R' 'genAI.R' 'gen_studydesign.R'\n'generate_test_set.R' 'injec_list.R' 'linearitycheck.R'\n'method_file.R' 'peak_integerate.R' 'plate.R' 'plate_expr.R'\n'plates_class.R' 'process_chroms.R' 'quant_app.R'\n'quant_misc.R' 'quant_object.R' 'quant_parsers.R'\n'samples_profiles.R' 'study_app.R' 'suitability_utils.R'\n'utils.R' 'writers.R' 'zzz.R'",
  "Config/pak/sysreqs": "libcairo2-dev cmake libfontconfig1-dev\nlibfreetype6-dev libglpk-dev make libicu-dev libpng-dev\nlibuv1-dev libxml2-dev libssl-dev python3 libudunits2-dev\nlibnode-dev libx11-dev xz-utils zlib1g-dev",
  "Repository": "https://omarashkar.r-universe.dev",
  "Date/Publication": "2026-06-23 15:57:34 UTC",
  "RemoteUrl": "https://github.com/omarashkar/pkbioanalysis",
  "RemoteRef": "HEAD",
  "RemoteSha": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-09 16:13:39 UTC",
    "User": "root"
  },
  "Author": "Omar Elashkar [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-5505-778X>)",
  "_user": "omarashkar",
  "_type": "src",
  "_file": "PKbioanalysis_0.5.1.tar.gz",
  "_fileid": "https://r2.ropensci.org/0a2ed014f102d6ee6dd2bde67fcb792a495196e7e973342b2e5f60267c029b68",
  "_filesize": 759994,
  "_sha256": "0a2ed014f102d6ee6dd2bde67fcb792a495196e7e973342b2e5f60267c029b68",
  "_expires": "2026-10-17T16:22:01.000Z",
  "_created": "2026-07-09T16:13:39.000Z",
  "_published": "2026-07-10T05:40:07.904Z",
  "_jobs": [
    {
      "job": 86294343148,
      "time": 354,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8204678333"
    },
    {
      "job": 86294343215,
      "time": 388,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8204694242"
    },
    {
      "job": 86294342794,
      "time": 203,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8219176176"
    },
    {
      "job": 86294343446,
      "time": 272,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8204642838"
    },
    {
      "job": 86294343054,
      "time": 342,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8204521318"
    },
    {
      "job": 86294343386,
      "time": 202,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8204612578"
    },
    {
      "job": 86294343278,
      "time": 416,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8204706918"
    },
    {
      "job": 86294343545,
      "time": 345,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8204674564"
    },
    {
      "job": 86294343415,
      "time": 343,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8204674036"
    }
  ],
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133",
  "_status": "success",
  "_upstream": "https://github.com/omarashkar/pkbioanalysis",
  "_commit": {
    "id": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
    "author": "Omar I. Elashkar <13979040+OmarAshkar@users.noreply.github.com>",
    "committer": "GitHub <noreply@github.com>",
    "message": "Merge pull request #57 from OmarAshkar/dev\n\nversion pump",
    "time": 1782230254
  },
  "_maintainer": {
    "name": "Omar Elashkar",
    "email": "omar.i.elashkar@gmail.com",
    "orcid": "0000-0002-5505-778X"
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.3.0",
      "role": "Depends"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "tidyselect",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "version": ">= 1.5.1",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "ggforce",
      "version": ">= 0.4.1",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "glue",
      "version": ">= 1.6.2",
      "role": "Imports"
    },
    {
      "package": "checkmate",
      "role": "Imports"
    },
    {
      "package": "shiny",
      "role": "Imports"
    },
    {
      "package": "DBI",
      "role": "Imports"
    },
    {
      "package": "duckdb",
      "version": ">= 1.0.0",
      "role": "Imports"
    },
    {
      "package": "bslib",
      "role": "Imports"
    },
    {
      "package": "bsicons",
      "role": "Imports"
    },
    {
      "package": "cli",
      "role": "Imports"
    },
    {
      "package": "DiagrammeR",
      "role": "Imports"
    },
    {
      "package": "DT",
      "role": "Imports"
    },
    {
      "package": "shinyWidgets",
      "role": "Imports"
    },
    {
      "package": "shinyjs",
      "role": "Imports"
    },
    {
      "package": "units",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "shinyalert",
      "role": "Imports"
    },
    {
      "package": "htmltools",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "yaml",
      "role": "Imports"
    },
    {
      "package": "rhandsontable",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "reticulate",
      "version": ">= 1.44.1",
      "role": "Imports"
    },
    {
      "package": "RTMB",
      "role": "Imports"
    },
    {
      "package": "janitor",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "xml2",
      "role": "Imports"
    },
    {
      "package": "RaMS",
      "role": "Imports"
    },
    {
      "package": "data.tree",
      "role": "Imports"
    },
    {
      "package": "nloptr",
      "role": "Imports"
    },
    {
      "package": "forcats",
      "role": "Imports"
    },
    {
      "package": "ggiraph",
      "version": ">= 0.9.3",
      "role": "Imports"
    },
    {
      "package": "gt",
      "role": "Imports"
    },
    {
      "package": "plotly",
      "role": "Imports"
    },
    {
      "package": "pracma",
      "role": "Imports"
    },
    {
      "package": "reactable",
      "role": "Imports"
    },
    {
      "package": "gtools",
      "role": "Imports"
    },
    {
      "package": "ellmer",
      "role": "Imports"
    },
    {
      "package": "htmlwidgets",
      "role": "Imports"
    },
    {
      "package": "jsonlite",
      "role": "Imports"
    },
    {
      "package": "nlme",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "shinychat",
      "role": "Imports"
    },
    {
      "package": "uuid",
      "role": "Imports"
    },
    {
      "package": "sortable",
      "role": "Imports"
    },
    {
      "package": "writexl",
      "role": "Imports"
    },
    {
      "package": "rxode2",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "patchwork",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    }
  ],
  "_owner": "omarashkar",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-35",
      "n": 7
    },
    {
      "week": "2025-36",
      "n": 3
    },
    {
      "week": "2025-37",
      "n": 3
    },
    {
      "week": "2025-38",
      "n": 1
    },
    {
      "week": "2026-02",
      "n": 1
    },
    {
      "week": "2026-03",
      "n": 1
    },
    {
      "week": "2026-06",
      "n": 1
    },
    {
      "week": "2026-08",
      "n": 2
    },
    {
      "week": "2026-13",
      "n": 1
    },
    {
      "week": "2026-26",
      "n": 1
    }
  ],
  "_tags": [],
  "_stars": 0,
  "_contributors": [
    {
      "user": "omarashkar",
      "count": 136,
      "uuid": 13979040
    }
  ],
  "_userbio": {
    "uuid": 13979040,
    "type": "user",
    "name": "Omar I. Elashkar",
    "followers": 0,
    "description": "PhD Student in PMX and ML"
  },
  "_downloads": {
    "count": 294,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/PKbioanalysis"
  },
  "_devurl": "https://github.com/omarashkar/pkbioanalysis",
  "_pkgdown": "https://omarashkar.github.io/PKbioanalysis/",
  "_searchresults": 9,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/PKbioanalysis.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/omarashkar/pkbioanalysis",
  "_realowner": "omarashkar",
  "_cranurl": true,
  "_releases": [
    {
      "version": "0.1.0",
      "date": "2024-09-18"
    },
    {
      "version": "0.2.0",
      "date": "2024-10-02"
    },
    {
      "version": "0.3.0",
      "date": "2025-05-21"
    },
    {
      "version": "0.4.0",
      "date": "2026-01-14"
    },
    {
      "version": "0.5.0",
      "date": "2026-02-17"
    }
  ],
  "_exports": [
    "add_blank",
    "add_cs_curve",
    "add_DB",
    "add_DQC",
    "add_QC",
    "add_samples",
    "add_samples_db",
    "add_suitability",
    "area_report.PeakRes",
    "build_injec_seq",
    "calc_var_summary",
    "chrom_app",
    "combine_injec_lists",
    "combine_plates",
    "create_new_study",
    "cv",
    "download_sample_list",
    "estim_dil_limit",
    "estim_lloq",
    "export_integration",
    "export_pk_profiles",
    "export_run",
    "fill_scheme",
    "filter_chrom",
    "fit_var",
    "formated_print",
    "generate_96",
    "get_compound_ID",
    "get_sample_ID",
    "get_sample_names",
    "has_default_bounds",
    "install_py_dep",
    "integrate",
    "is_integrated",
    "is_smoothed",
    "make_calibration_study",
    "make_metabolic_study",
    "nca_table",
    "plate_metadata",
    "plate_tree",
    "plot_chrom",
    "plot_peak_areas.PeakRes",
    "plot_RT.PeakRes",
    "plot_var_pattern",
    "precision_per_vial",
    "prefilter_precision_data",
    "quant_app",
    "read_chrom",
    "read_experiment_results",
    "register_plate",
    "reverse_predict",
    "run_summary",
    "smooth_chrom",
    "study_app",
    "update_RT",
    "write_injec_seq"
  ],
  "_help": [
    {
      "page": "sub-sub-MultiPlate-method",
      "title": "Subsetting method for MultiPlate",
      "topics": [
        "[[,MultiPlate-method"
      ]
    },
    {
      "page": "add_blank",
      "title": "Add blank to the plate Can be either double blank (DB), CS0IS+ or CS+IS0",
      "topics": [
        "add_blank"
      ]
    },
    {
      "page": "add_cs_curve",
      "title": "Add calibration curve to the plate",
      "topics": [
        "add_cs_curve"
      ]
    },
    {
      "page": "add_DB",
      "title": "Add double blank (DB) to a plate",
      "topics": [
        "add_DB"
      ]
    },
    {
      "page": "add_DQC",
      "title": "Add dilution quality control (DQC) to the plate",
      "topics": [
        "add_DQC"
      ]
    },
    {
      "page": "add_QC",
      "title": "Add quality control samples to the plate",
      "topics": [
        "add_QC"
      ]
    },
    {
      "page": "add_samples",
      "title": "Add samples to plate with pharmacokinetic attributes",
      "topics": [
        "add_samples"
      ]
    },
    {
      "page": "add_samples_db",
      "title": "Add samples from the sample log to the plate",
      "topics": [
        "add_samples_db"
      ]
    },
    {
      "page": "add_samples_db2",
      "title": "Add samples from the sample log to the plate with multiplication",
      "topics": [
        "add_samples_db2"
      ]
    },
    {
      "page": "add_suitability",
      "title": "Add suitability sample to the plate",
      "topics": [
        "add_suitability"
      ]
    },
    {
      "page": "area_report.PeakRes",
      "title": "gt table of areas",
      "topics": [
        "area_report.PeakRes"
      ]
    },
    {
      "page": "calc_var_summary",
      "title": "Calculate Summary Statistics for Each Concentration Level For Either Concentration, Area, or Area Ratio",
      "topics": [
        "calc_var_summary"
      ]
    },
    {
      "page": "check_chrom_cmpds",
      "title": "Check Matching of Compound and Transitions in chrom_res and method database",
      "topics": [
        "check_chrom_cmpds"
      ]
    },
    {
      "page": "chrom_app",
      "title": "chrom_apps",
      "topics": [
        "chrom_app"
      ]
    },
    {
      "page": "combine_injec_lists",
      "title": "Create Sample List with rigorous design",
      "topics": [
        "combine_injec_lists"
      ]
    },
    {
      "page": "combine_plates",
      "title": "Combine plates in MultiPlate object",
      "topics": [
        "combine_plates"
      ]
    },
    {
      "page": "config_suitability",
      "title": "Configure suitability runs",
      "topics": [
        "config_suitability"
      ]
    },
    {
      "page": "create_new_study",
      "title": "Create a new study in the database",
      "topics": [
        "create_new_study"
      ]
    },
    {
      "page": "cv",
      "title": "Calculate Coefficient of variation",
      "topics": [
        "cv"
      ]
    },
    {
      "page": "download_sample_list",
      "title": "Download sample list from database to local spreadsheet with vendor specific format",
      "topics": [
        "download_sample_list"
      ]
    },
    {
      "page": "estim_dil_limit",
      "title": "Estimate Dilution Limit Based on Additive and Proportional Errors and LLOQ",
      "topics": [
        "estim_dil_limit"
      ]
    },
    {
      "page": "estim_lloq",
      "title": "Estimate LLOQ From Existing Additive and Proportional errors",
      "topics": [
        "estim_lloq"
      ]
    },
    {
      "page": "export_integration",
      "title": "Export Expected RT",
      "topics": [
        "export_integration"
      ]
    },
    {
      "page": "export_pk_profiles",
      "title": "Export PK profiles for a given compound in a specified format Currently supports \"nonmem\" format. The exported file will include a CSV with the PK data and an Excel file with the codebook.",
      "topics": [
        "export_pk_profiles"
      ]
    },
    {
      "page": "export_run",
      "title": "Export run",
      "topics": [
        "export_run"
      ]
    },
    {
      "page": "extract_peak_bounds",
      "title": "Extract Peak Boundaries",
      "topics": [
        "extract_peak_bounds"
      ]
    },
    {
      "page": "fill_scheme",
      "title": "Filling orientation of the plate",
      "topics": [
        "fill_scheme"
      ]
    },
    {
      "page": "filter_chrom",
      "title": "title Filter Chromatogram Peaks",
      "topics": [
        "filter_chrom"
      ]
    },
    {
      "page": "fit_var",
      "title": "Estimate Additive and proportional errors from calibration data",
      "topics": [
        "fit_var"
      ]
    },
    {
      "page": "formated_print",
      "title": "Format and print the results of fit_var",
      "topics": [
        "formated_print"
      ]
    },
    {
      "page": "generate_96",
      "title": "Generate 96 well plate",
      "topics": [
        "generate_96"
      ]
    },
    {
      "page": "get_compound_ID",
      "title": "Find Compound ID from compound Name",
      "topics": [
        "get_compound_ID"
      ]
    },
    {
      "page": "get_sample_ID",
      "title": "Find Sample ID from sample Name",
      "topics": [
        "get_sample_ID"
      ]
    },
    {
      "page": "get_sample_names",
      "title": "Find sample names for all samples",
      "topics": [
        "get_sample_names"
      ]
    },
    {
      "page": "has_default_bounds",
      "title": "check if default expected RT is set for a compound",
      "topics": [
        "has_default_bounds"
      ]
    },
    {
      "page": "install_py_dep",
      "title": "Install Python dependencies for PKbioanalysis",
      "topics": [
        "install_py_dep"
      ]
    },
    {
      "page": "integrate",
      "title": "integrate Peak with trapzoid method given start and end",
      "topics": [
        "integrate"
      ]
    },
    {
      "page": "is_integrated",
      "title": "Check if peak was integrated for a specific compound",
      "topics": [
        "is_integrated",
        "is_integrated,ChromRes-method",
        "is_integrated,ChromResBase-method"
      ]
    },
    {
      "page": "is_smoothed",
      "title": "Return an indicator if the chromatogram is smoothed",
      "topics": [
        "is_smoothed"
      ]
    },
    {
      "page": "length-MultiPlate-method",
      "title": "Length method for MultiPlate",
      "topics": [
        "length,MultiPlate-method"
      ]
    },
    {
      "page": "make_calibration_study",
      "title": "Create a calibration study with calibration standards and QCs",
      "topics": [
        "make_calibration_study"
      ]
    },
    {
      "page": "make_metabolic_study",
      "title": "Create a metabolic study layout",
      "topics": [
        "make_metabolic_study"
      ]
    },
    {
      "page": "nca_table",
      "title": "Calculate Cmax, Tmax and AUC for each subject given a compound's PK profiles",
      "topics": [
        "nca_table"
      ]
    },
    {
      "page": "pkmerge",
      "title": "Merge PK profiles into QuantRes object",
      "topics": [
        "pkmerge"
      ]
    },
    {
      "page": "plate_metadata",
      "title": "Set plate description",
      "topics": [
        "plate_metadata"
      ]
    },
    {
      "page": "plate_tree",
      "title": "Plot the design of the plate",
      "topics": [
        "plate_tree"
      ]
    },
    {
      "page": "plot_chrom",
      "title": "Plot Chromatogram per Sample for Selected transitions",
      "topics": [
        "plot_chrom"
      ]
    },
    {
      "page": "plot_peak_areas.PeakRes",
      "title": "Plot peak areas",
      "topics": [
        "plot_peak_areas.PeakRes"
      ]
    },
    {
      "page": "plot_RT.ChromRes",
      "title": "Plotting RT intervals of chromatogram",
      "topics": [
        "plot_RT.ChromRes"
      ]
    },
    {
      "page": "plot_RT.PeakRes",
      "title": "Plot RT",
      "topics": [
        "plot_RT.PeakRes"
      ]
    },
    {
      "page": "plot_var_pattern",
      "title": "Plot Relationship Between Concentration and CV/SD",
      "topics": [
        "plot_var_pattern"
      ]
    },
    {
      "page": "plot.PlateObj",
      "title": "Plotting 96 well plate",
      "topics": [
        "plot.PlateObj"
      ]
    },
    {
      "page": "precision_per_vial",
      "title": "Precision per vial",
      "topics": [
        "precision_per_vial"
      ]
    },
    {
      "page": "prefilter_precision_data",
      "title": "Filter data",
      "topics": [
        "prefilter_precision_data",
        "prefilter_precision_data,data.frame-method",
        "prefilter_precision_data,QuantRes-method"
      ]
    },
    {
      "page": "quant_app",
      "title": "Quantification App",
      "topics": [
        "quant_app"
      ]
    },
    {
      "page": "read_chrom",
      "title": "Read Chromatogram Files",
      "topics": [
        "read_chrom"
      ]
    },
    {
      "page": "read_experiment_results",
      "title": "Read experiment results",
      "topics": [
        "read_experiment_results"
      ]
    },
    {
      "page": "register_plate",
      "title": "This will save the plate to the database",
      "topics": [
        "register_plate"
      ]
    },
    {
      "page": "response_to_conc",
      "title": "Convert response to concentration",
      "topics": [
        "response_to_conc"
      ]
    },
    {
      "page": "reverse_predict",
      "title": "Reverse predict concentration from response",
      "topics": [
        "reverse_predict"
      ]
    },
    {
      "page": "run_summary",
      "title": "Get Summary of an object",
      "topics": [
        "run_summary",
        "run_summary.PeakRes"
      ]
    },
    {
      "page": "smooth_chrom",
      "title": "Smooth Chromatogram Peaks",
      "topics": [
        "smooth_chrom"
      ]
    },
    {
      "page": "study_app",
      "title": "bioanalytic_app",
      "topics": [
        "study_app"
      ]
    },
    {
      "page": "update_RT",
      "title": "Manually Update Observed RT for either all compounds, all next samples, or single compound and sample",
      "topics": [
        "update_RT"
      ]
    },
    {
      "page": "write_injec_seq",
      "title": "Write injection sequence to database",
      "topics": [
        "write_injec_seq"
      ]
    }
  ],
  "_pkglogo": "https://github.com/omarashkar/pkbioanalysis/raw/HEAD/man/figures/logo.png",
  "_rundeps": [
    "askpass",
    "assertthat",
    "backports",
    "base64enc",
    "bigD",
    "bit",
    "bit64",
    "bitops",
    "bsicons",
    "bslib",
    "cachem",
    "checkmate",
    "cli",
    "clipr",
    "commonmark",
    "coro",
    "cpp11",
    "crayon",
    "crosstalk",
    "curl",
    "data.table",
    "data.tree",
    "DBI",
    "DiagrammeR",
    "digest",
    "dplyr",
    "DT",
    "duckdb",
    "ellmer",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "fontBitstreamVera",
    "fontLiberation",
    "fontquiver",
    "forcats",
    "fs",
    "gdtools",
    "generics",
    "ggforce",
    "ggiraph",
    "ggplot2",
    "glue",
    "gt",
    "gtable",
    "gtools",
    "here",
    "highr",
    "hms",
    "htmltools",
    "htmlwidgets",
    "httpuv",
    "httr",
    "httr2",
    "igraph",
    "isoband",
    "janitor",
    "jquerylib",
    "jsonlite",
    "juicyjuice",
    "knitr",
    "labeling",
    "later",
    "lattice",
    "lazyeval",
    "learnr",
    "lifecycle",
    "litedown",
    "lubridate",
    "magrittr",
    "markdown",
    "MASS",
    "Matrix",
    "memoise",
    "mime",
    "nlme",
    "nloptr",
    "openssl",
    "otel",
    "pillar",
    "pkgconfig",
    "plotly",
    "png",
    "polyclip",
    "pracma",
    "prettyunits",
    "progress",
    "promises",
    "purrr",
    "R6",
    "RaMS",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "RcppTOML",
    "reactable",
    "reactR",
    "readr",
    "renv",
    "reticulate",
    "rhandsontable",
    "rlang",
    "rmarkdown",
    "rprojroot",
    "rstudioapi",
    "RTMB",
    "S7",
    "sass",
    "scales",
    "shiny",
    "shinyalert",
    "shinychat",
    "shinyjs",
    "shinyWidgets",
    "snakecase",
    "sortable",
    "sourcetools",
    "stringi",
    "stringr",
    "sys",
    "systemfonts",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "tinytex",
    "TMB",
    "tweenr",
    "tzdb",
    "units",
    "utf8",
    "uuid",
    "V8",
    "vctrs",
    "viridisLite",
    "visNetwork",
    "vroom",
    "withr",
    "writexl",
    "xfun",
    "xml2",
    "xtable",
    "yaml"
  ],
  "_score": 3,
  "_indexed": true,
  "_nocasepkg": "pkbioanalysis",
  "_universes": [
    "omarashkar"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "0.5.1",
      "date": "2026-07-09T16:18:08.000Z",
      "distro": "resolute",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/1bd7bd7865ec345d379d262908131ef1a7377ae0477110825954dccb4c4c43a5",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "0.5.1",
      "date": "2026-07-09T16:18:43.000Z",
      "distro": "resolute",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/d0abf312709e94b99b24d19f5bf9f50dfc5bb104efb623b1f5da5d705ac64fb4",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "0.5.1",
      "date": "2026-07-10T05:37:47.000Z",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/84a69b0e089390b7b95ba71b05790ba5f8497ecfb0077f0094a295e806ebeffb",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "0.5.1",
      "date": "2026-07-09T16:16:45.000Z",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/00ec86a1d5fd90f0d7ba686ff61cd156e063f666d5801db03d25868cfc42671c",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "0.5.1",
      "date": "2026-07-09T16:18:05.000Z",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/ba425ca9435249e92876cb3efa578eedab647b20e77a25b462542a22b92abd50",
      "status": "success",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "0.5.1",
      "date": "2026-07-09T16:17:15.000Z",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/da902696d1249ae0ade611bd9c541427dc3aec831b0fe3e9b6054308de0d9a27",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "0.5.1",
      "date": "2026-07-09T16:16:39.000Z",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/6709a12a14c245210d4152302679191cfcf5e714d172b3cae0b129e9f42846fe",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "0.5.1",
      "date": "2026-07-09T16:16:36.000Z",
      "commit": "a7c3e377d3652c1b3831e0549f1a1fe312b1e615",
      "fileid": "https://r2.ropensci.org/6eb19cdb554d00fd8e93ecffb49dda092002bd4fbf46204ef7262db2ef286255",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/omarashkar/actions/runs/29032289133"
    }
  ]
}