{
  "_id": "6a291278732311cd87597104",
  "Package": "daVis",
  "Type": "Package",
  "Title": "Visualization Of Differential Expression Analysis",
  "Version": "0.99.3",
  "Date": "2026-05-26",
  "Authors@R": "c(\nperson(given = \"Katarzyna\", family = \"Gorczak\",\nrole = c(\"aut\", \"cre\"),\nemail = \"katarzyna.gorczak@openanalytics.eu\"),\nperson(given = \"Laure\", family = \"Cougnaud\",\nrole = \"aut\",\nemail = \"laure.cougnaud@openanalytics.eu\")\n)",
  "Description": "This package contains utility functions to visualize the\noutput from differential expression analysis. The input can be\neither a model or a list of top tables or a combination of the\ntwo. The model can be output from limma, edgeR or DESeq2.",
  "URL": "https://github.com/openanalytics/daVis",
  "BugReports": "https://github.com/openanalytics/daVis/issues",
  "License": "GPL-3",
  "biocViews": "Visualization, DataRepresentation, DifferentialExpression,\nSoftware, Microarray, RNASeq",
  "VignetteBuilder": "knitr",
  "Encoding": "UTF-8",
  "Config/roxygen2/version": "8.0.0",
  "Config/pak/sysreqs": "zlib1g-dev",
  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-05-26 19:33:43 UTC",
  "RemoteUrl": "https://github.com/bioc/daVis",
  "RemoteRef": "HEAD",
  "RemoteSha": "755b92ea0f395ab9c33598fe5f91815223415ccd",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-06-10 07:13:23 UTC",
    "User": "root"
  },
  "Author": "Katarzyna Gorczak [aut, cre],\nLaure Cougnaud [aut]",
  "Maintainer": "Katarzyna Gorczak <katarzyna.gorczak@openanalytics.eu>",
  "MD5sum": "0f186d251e4fe11e11375574f14b8f4b",
  "_user": "bioc",
  "_type": "src",
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  "_created": "2026-06-10T07:13:23.000Z",
  "_published": "2026-06-10T07:30:00.601Z",
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    "note": 6
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  "_buildurl": "https://github.com/r-universe/bioc/actions/runs/27259489498",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/bioc/daVis",
  "_commit": {
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    "author": "Katarzyna Gorczak <katarzyna.gorczak@openanalytics.eu>",
    "committer": "Katarzyna Gorczak <katarzyna.gorczak@openanalytics.eu>",
    "message": "bump version\n",
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  "_maintainer": {
    "name": "Katarzyna Gorczak",
    "email": "katarzyna.gorczak@openanalytics.eu"
  },
  "_distro": "noble",
  "_registered": true,
  "_dependencies": [
    {
      "package": "edgeR",
      "role": "Imports"
    },
    {
      "package": "ggh4x",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "limma",
      "role": "Imports"
    },
    {
      "package": "plyr",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "DESeq2",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "legendry",
      "role": "Imports"
    },
    {
      "package": "UpSetR",
      "role": "Imports"
    },
    {
      "package": "AnnotationDbi",
      "role": "Suggests"
    },
    {
      "package": "Biobase",
      "role": "Suggests"
    },
    {
      "package": "ggrepel",
      "role": "Suggests"
    },
    {
      "package": "ggtext",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "methods",
      "role": "Suggests"
    },
    {
      "package": "org.Mm.eg.db",
      "role": "Suggests"
    },
    {
      "package": "pander",
      "role": "Suggests"
    },
    {
      "package": "plotly",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
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    },
    {
      "package": "S4Vectors",
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    },
    {
      "package": "scales",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "tools",
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    }
  ],
  "_owner": "bioc",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
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      "week": "2026-05",
      "n": 1
    },
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    },
    {
      "week": "2026-19",
      "n": 1
    },
    {
      "week": "2026-22",
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  ],
  "_tags": [],
  "_topics": [
    "visualization",
    "datarepresentation",
    "differentialexpression",
    "software",
    "microarray",
    "rnaseq"
  ],
  "_stars": 0,
  "_userbio": {
    "uuid": 2286807,
    "type": "organization",
    "name": "Bioconductor",
    "description": "Software for the analysis and comprehension of high-throughput genomic data"
  },
  "_devurl": "https://github.com/openanalytics/davis",
  "_searchresults": 4,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/daVis.html",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_cranurl": false,
  "_exports": [
    "createExampleData",
    "daHeatmapLogFC",
    "daLogRatioPlot",
    "daMAplot",
    "daScatterPlot",
    "daSignificantGenesBarplot",
    "daUpset",
    "daVolcanoPlot",
    "daWaterfallPlot",
    "getSEModel"
  ],
  "_help": [
    {
      "page": "addHoverText",
      "title": "Add column with hover text to top table",
      "topics": [
        "addHoverText"
      ]
    },
    {
      "page": "arrangeTopTables",
      "title": "Arrange top tables",
      "topics": [
        "arrangeTopTables"
      ]
    },
    {
      "page": "calcCorrelation",
      "title": "Calculate correlation",
      "topics": [
        "calcCorrelation"
      ]
    },
    {
      "page": "callBarplot",
      "title": "Create ggplot object with barplot",
      "topics": [
        "callBarplot"
      ]
    },
    {
      "page": "callHeatmap",
      "title": "Create ggplot object with heatmap",
      "topics": [
        "callHeatmap"
      ]
    },
    {
      "page": "callLogRatioPlot",
      "title": "Create ggplot object with log ratio plot",
      "topics": [
        "callLogRatioPlot"
      ]
    },
    {
      "page": "callMAplot",
      "title": "Create ggplot object with MA plot",
      "topics": [
        "callMAplot"
      ]
    },
    {
      "page": "callScatterPlot",
      "title": "Create ggplot object with scatter plot",
      "topics": [
        "callScatterPlot"
      ]
    },
    {
      "page": "callVolcanoPlot",
      "title": "Create ggplot object with volcano plot",
      "topics": [
        "callVolcanoPlot"
      ]
    },
    {
      "page": "callWaterfallPlot",
      "title": "Create ggplot object with waterfall plot",
      "topics": [
        "callWaterfallPlot"
      ]
    },
    {
      "page": "cbindFill",
      "title": "Combine data.frames by columns allowing for different number of rows.",
      "topics": [
        "cbindFill"
      ]
    },
    {
      "page": "checkCoef",
      "title": "Check coefficients",
      "topics": [
        "checkCoef"
      ]
    },
    {
      "page": "checkColumns",
      "title": "Check input fields",
      "topics": [
        "checkColumns"
      ]
    },
    {
      "page": "checkInput",
      "title": "Check input",
      "topics": [
        "checkInput"
      ]
    },
    {
      "page": "colorBlindPalette",
      "title": "Color-blind palette",
      "topics": [
        "colorBlindPalette"
      ]
    },
    {
      "page": "concatenateVars",
      "title": "Concatenate feature variables",
      "topics": [
        "concatenateVars"
      ]
    },
    {
      "page": "createDataBarplot",
      "title": "Create table for barplot",
      "topics": [
        "createDataBarplot"
      ]
    },
    {
      "page": "createDataHeatmap",
      "title": "Create table for heatmap",
      "topics": [
        "createDataHeatmap"
      ]
    },
    {
      "page": "createDataLogRatioPlot",
      "title": "Create table for log ratio plot",
      "topics": [
        "createDataLogRatioPlot"
      ]
    },
    {
      "page": "createDataMAplot",
      "title": "Create table for MA plot",
      "topics": [
        "createDataMAplot"
      ]
    },
    {
      "page": "createDataScatterPlot",
      "title": "Create table for the scatter plot",
      "topics": [
        "createDataScatterPlot"
      ]
    },
    {
      "page": "createDataUpsetPlot",
      "title": "Create data for upset plot",
      "topics": [
        "createDataUpsetPlot"
      ]
    },
    {
      "page": "createDataVolcanoPlot",
      "title": "Create table for the volcano plot",
      "topics": [
        "createDataVolcanoPlot"
      ]
    },
    {
      "page": "createDataWaterfallPlot",
      "title": "Create data for waterfall plot",
      "topics": [
        "createDataWaterfallPlot"
      ]
    },
    {
      "page": "createExampleData",
      "title": "Create example limma-, edgeR-object or a list of top tables.",
      "topics": [
        "createExampleData"
      ]
    },
    {
      "page": "createExpressionSet",
      "title": "Create ExpressionSet object from example data",
      "topics": [
        "createExpressionSet"
      ]
    },
    {
      "page": "createPairData",
      "title": "Create pairwise data",
      "topics": [
        "createPairData"
      ]
    },
    {
      "page": "createSampleAnnotation",
      "title": "Create sample annotation from example data",
      "topics": [
        "createSampleAnnotation"
      ]
    },
    {
      "page": "createTopTableGenesOfInterest",
      "title": "Create table for genes of interest",
      "topics": [
        "createTopTableGenesOfInterest"
      ]
    },
    {
      "page": "daHeatmapLogFC",
      "title": "Heatmap of log fold-changes",
      "topics": [
        "daHeatmapLogFC"
      ]
    },
    {
      "page": "daLogRatioPlot",
      "title": "Plot log ratios",
      "topics": [
        "daLogRatioPlot"
      ]
    },
    {
      "page": "daMAplot",
      "title": "MA plot",
      "topics": [
        "daMAplot"
      ]
    },
    {
      "page": "daScatterPlot",
      "title": "Scatter plot",
      "topics": [
        "daScatterPlot"
      ]
    },
    {
      "page": "daSignificantGenesBarplot",
      "title": "Barplot with the number of significant genes",
      "topics": [
        "daSignificantGenesBarplot"
      ]
    },
    {
      "page": "daUpset",
      "title": "Upset plot for up- or down-regulated genes",
      "topics": [
        "daUpset"
      ]
    },
    {
      "page": "daVis-common-args",
      "title": "Common parameters for the functions of the 'daVis' package.",
      "topics": [
        "daVis-common-args"
      ]
    },
    {
      "page": "daVis-common-doc",
      "title": "Common documentation for the 'daVis' package.",
      "topics": [
        "daVis-common-doc"
      ]
    },
    {
      "page": "daVolcanoPlot",
      "title": "Volcano plot",
      "topics": [
        "daVolcanoPlot"
      ]
    },
    {
      "page": "daWaterfallPlot",
      "title": "Waterfall plot",
      "topics": [
        "daWaterfallPlot"
      ]
    },
    {
      "page": "downloadData",
      "title": "Download example data from https://www.ncbi.nlm.nih.gov/geo/query/acc.cgi?acc=GSE60450",
      "topics": [
        "downloadData"
      ]
    },
    {
      "page": "extractColsOfInterest",
      "title": "Extract columns of interest from top table",
      "topics": [
        "extractColsOfInterest"
      ]
    },
    {
      "page": "extractFeatures",
      "title": "Extract feature ids for each overlapping set",
      "topics": [
        "extractFeatures"
      ]
    },
    {
      "page": "extractPairs",
      "title": "Get top table per pair (ref and comp coef) for scatter plot",
      "topics": [
        "extractPairs"
      ]
    },
    {
      "page": "extractQueryList",
      "title": "Extract query list",
      "topics": [
        "extractQueryList"
      ]
    },
    {
      "page": "extractTopTables",
      "title": "Extract top tables for coefficients of interest",
      "topics": [
        "extractTopTables"
      ]
    },
    {
      "page": "extractTTcoef",
      "title": "Extract top table for a specific coef",
      "topics": [
        "extractTTcoef"
      ]
    },
    {
      "page": "facet",
      "title": "Add facets to ggplot object",
      "topics": [
        "facet"
      ]
    },
    {
      "page": "filterCommonFeatures",
      "title": "Filter top tables based on common features across all tables",
      "topics": [
        "filterCommonFeatures"
      ]
    },
    {
      "page": "filterGenesOfInterest",
      "title": "Filter genes of interest",
      "topics": [
        "filterGenesOfInterest"
      ]
    },
    {
      "page": "filterLogFC",
      "title": "Filter top tables based on logFC threshold",
      "topics": [
        "filterLogFC"
      ]
    },
    {
      "page": "formatAesMA",
      "title": "Format aesthetics for the main plot with MA plot",
      "topics": [
        "formatAesMA"
      ]
    },
    {
      "page": "formatAesVP",
      "title": "Format aesthetics for the main plot with volcano plot",
      "topics": [
        "formatAesVP"
      ]
    },
    {
      "page": "formatAesWP",
      "title": "Format aesthetics for the main plot with waterfall plot",
      "topics": [
        "formatAesWP"
      ]
    },
    {
      "page": "formatManualScale",
      "title": "extend manual scale values if required",
      "topics": [
        "formatManualScale"
      ]
    },
    {
      "page": "formatTTcoef",
      "title": "Format top table for a specific coefficient",
      "topics": [
        "formatTTcoef"
      ]
    },
    {
      "page": "formatVariableLength",
      "title": "shorten string length",
      "topics": [
        "formatVariableLength"
      ]
    },
    {
      "page": "formatVariableSpace",
      "title": "remove space in variable name",
      "topics": [
        "formatVariableSpace"
      ]
    },
    {
      "page": "getCoefColor",
      "title": "Create colors for coefficient labels",
      "topics": [
        "getCoefColor"
      ]
    },
    {
      "page": "getCoefLabel",
      "title": "Get coefficient label",
      "topics": [
        "getCoefLabel"
      ]
    },
    {
      "page": "getFeatureColor",
      "title": "Create colors for feature labels",
      "topics": [
        "getFeatureColor"
      ]
    },
    {
      "page": "getFeatures",
      "title": "Get features from input",
      "topics": [
        "getFeatures"
      ]
    },
    {
      "page": "getInputIdCoef",
      "title": "Get ID of the input 'list' matching to the specific coefficient",
      "topics": [
        "getInputIdCoef"
      ]
    },
    {
      "page": "getModelCoefs",
      "title": "Get coefficients in input",
      "topics": [
        "getModelCoefs"
      ]
    },
    {
      "page": "getNumberOfRegulatedGenes",
      "title": "Get number of significant genes for coefficient",
      "topics": [
        "getNumberOfRegulatedGenes"
      ]
    },
    {
      "page": "getNumberOfSignificantGenes",
      "title": "Get number of significant genes for coefficient",
      "topics": [
        "getNumberOfSignificantGenes"
      ]
    },
    {
      "page": "getSEModel",
      "title": "Get standard error from a limma model.",
      "topics": [
        "getSEModel"
      ]
    },
    {
      "page": "getTopFeatures",
      "title": "Get top features",
      "topics": [
        "getTopFeatures"
      ]
    },
    {
      "page": "getTopGenes",
      "title": "Get top genes with highest significance and top genes with highest logFC",
      "topics": [
        "getTopGenes"
      ]
    },
    {
      "page": "getTopTableFromModel",
      "title": "Extract top tables from a model",
      "topics": [
        "getTopTableFromModel"
      ]
    },
    {
      "page": "ggPlotTheme",
      "title": "Customized ggplot theme",
      "topics": [
        "ggPlotTheme"
      ]
    },
    {
      "page": "isModel",
      "title": "Check if input is a model",
      "topics": [
        "isModel"
      ]
    },
    {
      "page": "isTopTable",
      "title": "Check if input is a topTable containing colums with logFC, p-value and adjusted p-value",
      "topics": [
        "isTopTable"
      ]
    },
    {
      "page": "labelCorr",
      "title": "Add label with correlation to scatter plot",
      "topics": [
        "labelCorr"
      ]
    },
    {
      "page": "labelGenesOfInterest",
      "title": "Add layer with genes of interest to ggplot object",
      "topics": [
        "labelGenesOfInterest"
      ]
    },
    {
      "page": "labelTextLRP",
      "title": "Add optional text to the log-ratio plot",
      "topics": [
        "labelTextLRP"
      ]
    },
    {
      "page": "labelTopGenes",
      "title": "Add point labels to ggplot object",
      "topics": [
        "labelTopGenes"
      ]
    },
    {
      "page": "mainH",
      "title": "Create main plot object with heatmap",
      "topics": [
        "mainH"
      ]
    },
    {
      "page": "mainLRP",
      "title": "Create main plot object with log-ratio plot",
      "topics": [
        "mainLRP"
      ]
    },
    {
      "page": "mainMA",
      "title": "Create main plot object with MA plot",
      "topics": [
        "mainMA"
      ]
    },
    {
      "page": "mainSP",
      "title": "Create main plot object with scatter plot",
      "topics": [
        "mainSP"
      ]
    },
    {
      "page": "mainVP",
      "title": "Create main plot object with volcano plot",
      "topics": [
        "mainVP"
      ]
    },
    {
      "page": "mainWP",
      "title": "Create main plot object with waterfall plot",
      "topics": [
        "mainWP"
      ]
    },
    {
      "page": "makeElementsUnique",
      "title": "Make elements unique",
      "topics": [
        "makeElementsUnique"
      ]
    },
    {
      "page": "modelExampleData",
      "title": "Normalize data, create model matrix and contrasts",
      "topics": [
        "modelExampleData"
      ]
    },
    {
      "page": "orderComparison",
      "title": "Sort the comparison columns according to the coefficients",
      "topics": [
        "orderComparison"
      ]
    },
    {
      "page": "orderFeatures",
      "title": "Order features based on similarity or significance",
      "topics": [
        "orderFeatures"
      ]
    },
    {
      "page": "processFeatures",
      "title": "Process table for visualizations.",
      "topics": [
        "processFeatures"
      ]
    },
    {
      "page": "reshapeTable",
      "title": "Reshape table",
      "topics": [
        "reshapeTable"
      ]
    },
    {
      "page": "runDESeq2",
      "title": "Fit the model with DESeq2",
      "topics": [
        "runDESeq2"
      ]
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      "page": "runEdgeR",
      "title": "Fit the model with edgeR",
      "topics": [
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      ]
    },
    {
      "page": "runLimma",
      "title": "Fit the model with limma",
      "topics": [
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    },
    {
      "page": "runTopTable",
      "title": "Fit the model and return top table",
      "topics": [
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    },
    {
      "page": "setCategoricalElement",
      "title": "check if variable is not numeric (or integer)",
      "topics": [
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    },
    {
      "page": "setFixElement",
      "title": "check if the aesthetic is fixed (e.g. color, shape, size 'palette')",
      "topics": [
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    },
    {
      "page": "setGradientScale",
      "title": "check if manual aesthetic for the gradient should be set",
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    },
    {
      "page": "setManualScale",
      "title": "check if manual aesthetic should be set",
      "topics": [
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    {
      "page": "subsetFeatures",
      "title": "Subset input with specific features",
      "topics": [
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    },
    {
      "page": "topFeaturesDeseq",
      "title": "Extract top features from 'DESeq2' output",
      "topics": [
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    {
      "page": "topFeaturesEdger",
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    },
    {
      "page": "topFeaturesLimma",
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      "topics": [
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    "S7",
    "scales",
    "Seqinfo",
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    "UpSetR",
    "vctrs",
    "viridisLite",
    "withr",
    "XVector"
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  "_vignettes": [
    {
      "source": "daVis-vignette.Rmd",
      "filename": "daVis-vignette.html",
      "title": "daVis",
      "author": "Katarzyna Górczak and Laure Cougnaud",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Installation",
        "Load the package into R session",
        "Load data",
        "Top table",
        "Model",
        "Visualizations",
        "Volcano plot",
        "Highlight top genes or genes of interest",
        "Additional fdr threshold",
        "Interactive plot",
        "Log-ratio plot",
        "Color feature labels",
        "Facet by variable(s)",
        "Mixed input",
        "Sort features",
        "Based on significance",
        "Display text",
        "Significance star",
        "Log fold change",
        "Heatmap",
        "Nested coefficient labels",
        "Upset plot",
        "Down-regulated genes",
        "Return overlapping sets",
        "Scatter plot",
        "Highlight genes of interest and top genes",
        "Interactive plot with feature annotation",
        "Add correlation",
        "Waterfall plot",
        "Multiple coefficients",
        "MA plot",
        "Label top genes and genes of interest",
        "Significant genes barplot",
        "Session information"
      ],
      "created": "2026-01-29 14:39:12",
      "modified": "2026-05-08 19:13:13",
      "commits": 2
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