{
  "_id": "6a1b02cf1d7bb097a0a00f74",
  "Package": "FRASER",
  "Type": "Package",
  "Title": "Find RAre Splicing Events in RNA-Seq Data",
  "Version": "2.9.0",
  "Date": "2026-02-10",
  "Authors@R": "c(\nperson(\"Christian\", \"Mertes\", role=c(\"aut\", \"cre\"),\nemail=\"mertes@in.tum.de\", comment=c(ORCID=\"0000-0002-1091-205X\")),\nperson(\"Ines\", \"Scheller\", role=c(\"aut\"), email=\"scheller@in.tum.de\",\ncomment=c(ORCID=\"0000-0003-4533-7857\")),\nperson(\"Karoline\", \"Lutz\", role=c(\"ctb\"), email=\"lutzk@in.tum.de\"),\nperson(\"Ata\", \"Jadid Ahari\", role=c(\"ctb\"),\ncomment=c(ORCID=\"0009-0004-1577-7733\")),\nperson(\"Vicente\", \"Yepez\", role=c(\"aut\"), email=\"yepez@in.tum.de\",\ncomment=c(ORCID=\"0000-0001-7916-3643\")),\nperson(\"Julien\", \"Gagneur\", role=c(\"aut\"), email=\"gagneur@in.tum.de\",\ncomment=c(ORCID=\"0000-0002-8924-8365\")))",
  "Description": "Detection of rare aberrant splicing events in\ntranscriptome profiles. Read count ratio expectations are\nmodeled by an autoencoder to control for confounding factors in\nthe data. Given these expectations, the ratios are assumed to\nfollow a beta-binomial distribution with a junction specific\ndispersion. Outlier events are then identified as read-count\nratios that deviate significantly from this distribution.\nFRASER is able to detect alternative splicing, but also intron\nretention. The package aims to support diagnostics in the field\nof rare diseases where RNA-seq is performed to identify\naberrant splicing defects.",
  "biocViews": "RNASeq, AlternativeSplicing, Sequencing, Software, Genetics,\nCoverage",
  "License": "file LICENSE",
  "URL": "https://github.com/gagneurlab/FRASER",
  "BugReports": "https://github.com/gagneurlab/FRASER/issues",
  "RoxygenNote": "7.3.3",
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  "Collate": "variables.R getNSetterFuns.R FRASER-package.R\nFraserDataSet-class.R AllGenerics-definitions.R AllGenerics.R\nFraser-pipeline.R annotationOfRanges.R beta-binomial-testing.R\ncalculatePSIValue.R countRNAseqData.R example_functions.R\nfilterExpression.R find_encoding_dimensions.R getURLs.R\nhelper-functions.R mergeExternalData.R saveHDF5Objects.R\nRcppExports.R autoencoder.R updateD.R updateE.R updateRho.R\npvalsNzscore.R makeSimulatedDataset.R fitCorrectionMethods.R\nplotMethods.R resultAnnotations.R zzz.R",
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  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:52:34 UTC",
  "RemoteUrl": "https://github.com/bioc/FRASER",
  "RemoteRef": "HEAD",
  "RemoteSha": "1100c09218acb94cc0ccc4e54c654205355e9377",
  "NeedsCompilation": "yes",
  "Packaged": {
    "Date": "2026-05-30 09:53:58 UTC",
    "User": "root"
  },
  "Author": "Christian Mertes [aut, cre] (ORCID:\n<https://orcid.org/0000-0002-1091-205X>),\nInes Scheller [aut] (ORCID: <https://orcid.org/0000-0003-4533-7857>),\nKaroline Lutz [ctb],\nAta Jadid Ahari [ctb] (ORCID: <https://orcid.org/0009-0004-1577-7733>),\nVicente Yepez [aut] (ORCID: <https://orcid.org/0000-0001-7916-3643>),\nJulien Gagneur [aut] (ORCID: <https://orcid.org/0000-0002-8924-8365>)",
  "Maintainer": "Christian Mertes <mertes@in.tum.de>",
  "MD5sum": "3a6eefef7c9e99bd3d10bd100ab0f8e7",
  "_user": "bioc",
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  "_file": "FRASER_2.9.0.tar.gz",
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  "_created": "2026-05-30T09:53:58.000Z",
  "_published": "2026-05-30T15:31:27.743Z",
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    "diagnostics",
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    "source": "https://www.bioconductor.org/packages/stats/bioc/FRASER"
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  "_devurl": "https://github.com/gagneurlab/fraser",
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  "_assets": [
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  "_homeurl": "https://github.com/gagneurlab/fraser",
  "_realowner": "bioc",
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  "_exports": [
    "aberrant",
    "addCountsToFraserDataSet",
    "annotateIntronReferenceOverlap",
    "annotatePotentialImpact",
    "annotateRanges",
    "annotateRangesWithTxDb",
    "assayNames",
    "assays",
    "assays<-",
    "availableFDRsubsets",
    "bamFile",
    "bamFile<-",
    "bestQ",
    "calculatePadjValues",
    "calculatePadjValuesOnSubset",
    "calculatePSIValues",
    "calculatePvalues",
    "calculateZscore",
    "condition",
    "condition<-",
    "countNonSplicedReads",
    "countRNAData",
    "countSplitReads",
    "createTestFraserDataSet",
    "createTestFraserSettings",
    "currentType",
    "currentType<-",
    "deltaPsiValue",
    "dontWriteHDF5",
    "dontWriteHDF5<-",
    "estimateBestQ",
    "featureExclusionMask",
    "featureExclusionMask<-",
    "filterExpression",
    "filterExpressionAndVariability",
    "filterVariability",
    "fit",
    "fitMetrics",
    "fitMetrics<-",
    "flagBlacklistRegions",
    "FRASER",
    "FRASER.mcols.get",
    "FRASER.rowRanges.get",
    "FraserDataSet",
    "getNonSplitReadCountsForAllSamples",
    "getSplitReadCountsForAllSamples",
    "hyperParams",
    "injectOutliers",
    "K",
    "loadFraserDataSet",
    "makeSimulatedFraserDataSet",
    "mapSeqlevels",
    "mergeCounts",
    "mergeExternalData",
    "N",
    "name",
    "name<-",
    "nonSplicedReads",
    "nonSplicedReads<-",
    "padjVals",
    "pairedEnd",
    "pairedEnd<-",
    "plotAberrantPerSample",
    "plotBamCoverage",
    "plotBamCoverageFromResultTable",
    "plotCountCorHeatmap",
    "plotEncDimSearch",
    "plotExpectedVsObservedPsi",
    "plotExpression",
    "plotFilterExpression",
    "plotFilterVariability",
    "plotManhattan",
    "plotQQ",
    "plotSpliceMetricRank",
    "plotVolcano",
    "predictedMeans",
    "pseudocount",
    "psiTypes",
    "pVals",
    "results",
    "rho",
    "samples",
    "samples<-",
    "saveFraserDataSet",
    "scanBamParam",
    "scanBamParam<-",
    "strandSpecific",
    "strandSpecific<-",
    "verbose",
    "verbose<-",
    "workingDir",
    "workingDir<-",
    "zScores"
  ],
  "_help": [
    {
      "page": "annotateRanges",
      "title": "Annotates the given FraserDataSet with the HGNC symbol with biomaRt",
      "topics": [
        "annotateRanges",
        "annotateRangesWithTxDb"
      ]
    },
    {
      "page": "assayNames-FraserDataSet-method",
      "title": "Returns the assayNames of FRASER",
      "topics": [
        "assayNames,FraserDataSet-method"
      ]
    },
    {
      "page": "assays-FraserDataSet-method",
      "title": "Returns the assay for the given name/index of the FraserDataSet",
      "topics": [
        "assays,FraserDataSet-method",
        "assays<-,FraserDataSet,DelayedMatrix-method",
        "assays<-,FraserDataSet,list-method",
        "assays<-,FraserDataSet,SimpleList-method"
      ]
    },
    {
      "page": "calculatePSIValues",
      "title": "PSI value calculation",
      "topics": [
        "calculatePSIValues"
      ]
    },
    {
      "page": "countRNA",
      "title": "Count RNA-seq data",
      "topics": [
        "addCountsToFraserDataSet",
        "countNonSplicedReads",
        "countRNA",
        "countRNAData",
        "countSplitReads",
        "getNonSplitReadCountsForAllSamples",
        "getSplitReadCountsForAllSamples",
        "mergeCounts"
      ]
    },
    {
      "page": "createTestFraserDataSet",
      "title": "Create a test dataset",
      "topics": [
        "createTestFraserDataSet",
        "createTestFraserSettings"
      ]
    },
    {
      "page": "estimateBestQ",
      "title": "Find optimal encoding dimension",
      "topics": [
        "estimateBestQ"
      ]
    },
    {
      "page": "filtering",
      "title": "Filtering FraserDataSets",
      "topics": [
        "filterExpression,FraserDataSet-method",
        "filterExpressionAndVariability",
        "filtering",
        "filterVariability",
        "filterVariability,FraserDataSet-method"
      ]
    },
    {
      "page": "fit",
      "title": "Fitting the denoising autoencoder",
      "topics": [
        "fit",
        "fit.FraserDataSet"
      ]
    },
    {
      "page": "FRASER",
      "title": "FRASER: Find RAre Splicing Events in RNA-seq data",
      "topics": [
        "calculatePadjValues",
        "calculatePadjValuesOnSubset",
        "calculatePvalues",
        "calculateZscore",
        "FRASER"
      ]
    },
    {
      "page": "FraserDataSet",
      "title": "The FRASER dataset object",
      "topics": [
        "FraserDataSet"
      ]
    },
    {
      "page": "FraserDataSet-class",
      "title": "FraserDataSet",
      "topics": [
        "FraserDataSet-class"
      ]
    },
    {
      "page": "getter_setter_functions",
      "title": "Getter/Setter functions",
      "topics": [
        "availableFDRsubsets",
        "bestQ",
        "currentType",
        "currentType<-",
        "deltaPsiValue",
        "dontWriteHDF5",
        "dontWriteHDF5<-",
        "featureExclusionMask",
        "featureExclusionMask,",
        "featureExclusionMask<-",
        "fitMetrics",
        "fitMetrics<-",
        "getter_setter_functions",
        "hyperParams",
        "padjVals",
        "padjVals,",
        "predictedMeans",
        "pseudocount",
        "pVals",
        "pVals,",
        "rho",
        "rho,",
        "verbose",
        "verbose<-",
        "zScore,",
        "zScores",
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      ]
    },
    {
      "page": "injectOutliers",
      "title": "Inject artificial outliers in an existing fds",
      "topics": [
        "injectOutliers"
      ]
    },
    {
      "page": "counts",
      "title": "Getter/setter for count data",
      "topics": [
        "counts,FraserDataSet-method",
        "counts<-,FraserDataSet,ANY-method",
        "K",
        "N"
      ]
    },
    {
      "page": "length-FraserDataSet-method",
      "title": "retrieve the length of the object (aka number of junctions)",
      "topics": [
        "length,FraserDataSet-method"
      ]
    },
    {
      "page": "loadFraserDataSet",
      "title": "Loading/Saving FraserDataSets",
      "topics": [
        "loadFraserDataSet",
        "saveFraserDataSet"
      ]
    },
    {
      "page": "makeSimulatedFraserDataSet",
      "title": "Create an simulated example data set for FRASER",
      "topics": [
        "makeSimulatedFraserDataSet"
      ]
    },
    {
      "page": "mergeExternalData",
      "title": "Merge external data",
      "topics": [
        "mergeExternalData"
      ]
    },
    {
      "page": "plotFunctions",
      "title": "Visualization functions for FRASER",
      "topics": [
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        "plotAberrantPerSample,FraserDataSet-method",
        "plotBamCoverage",
        "plotBamCoverageFromResultTable",
        "plotCountCorHeatmap",
        "plotCountCorHeatmap,FraserDataSet-method",
        "plotEncDimSearch",
        "plotEncDimSearch,FraserDataSet-method",
        "plotExpectedVsObservedPsi",
        "plotExpression",
        "plotFilterExpression",
        "plotFilterVariability",
        "plotFunctions",
        "plotManhattan",
        "plotManhattan,FraserDataSet-method",
        "plotQQ",
        "plotQQ,FraserDataSet-method",
        "plotSpliceMetricRank",
        "plotVolcano",
        "plotVolcano,FraserDataSet-method"
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    },
    {
      "page": "potentialImpactAnnotations",
      "title": "Additional result annotations",
      "topics": [
        "annotateIntronReferenceOverlap",
        "annotatePotentialImpact",
        "flagBlacklistRegions",
        "potentialImpactAnnotations"
      ]
    },
    {
      "page": "psiTypes",
      "title": "Available splice metrics",
      "topics": [
        "psiTypes"
      ]
    },
    {
      "page": "results",
      "title": "Extracting results and aberrant splicing events",
      "topics": [
        "aberrant,FraserDataSet-method",
        "results,FraserDataSet-method"
      ]
    },
    {
      "page": "fds-methods",
      "title": "Getter/Setter methods for the FraserDataSet",
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        "bamFile,FraserDataSet-method",
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        "workingDir",
        "workingDir,FraserDataSet-method",
        "workingDir<-",
        "workingDir<-,FraserDataSet-method"
      ]
    },
    {
      "page": "subset",
      "title": "Subsetting by indices for junctions",
      "topics": [
        "subset.FRASER",
        "[,FraserDataSet,ANY,ANY,ANY-method"
      ]
    }
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      "title": "FRASER: Find RAre Splicing Events in RNA-seq Data",
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      "headings": [],
      "created": "2020-04-21 07:42:54",
      "modified": "2025-10-25 23:09:07",
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