{
  "_id": "6ad85c314b18b9008999a5e2",
  "Package": "OncoSeq",
  "Type": "Package",
  "Title": "End-to-End Analysis of Cancer Transcriptomes and Genomes",
  "Version": "0.99.1",
  "Authors@R": "person(given = \"Umar\", family = \"Ahmad\",\nemail = \"babasaraki@yahoo.co.uk\", role = c(\"aut\", \"cre\"),\ncomment = c(ORCID = \"0000-0002-3216-5171\"))",
  "Description": "OncoSeq provides a unified, end-to-end workflow for cancer\ntranscriptomic and genomic data analysis. A single container\nclass couples bulk RNA-sequencing counts with somatic mutation\ncalls, gene-level copy-number alterations and clinical\nfollow-up for the same set of tumour samples. The package\ncovers data import from the Genomic Data Commons, cBioPortal\nand local quantification files; quality control and filtering;\nnormalisation; differential expression through DESeq2, edgeR or\nlimma-voom behind one interface; gene-set enrichment and\nover-representation testing; Kaplan-Meier and Cox survival\nmodelling including genome-wide survival screens; mutation and\ncopy-number summarisation; integration of genomic alterations\nwith expression; and publication-ready visualisation. Every\nanalysis is recorded in the object so that a complete study can\nbe reproduced from one object.",
  "License": "GPL-3",
  "Encoding": "UTF-8",
  "biocViews": "Software, GeneExpression, DifferentialExpression, RNASeq,\nTranscriptomics, Sequencing, GeneSetEnrichment, Survival,\nSomaticMutation, CopyNumberVariation, Visualization,\nQualityControl, DataImport, Normalization, MultipleComparison",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "URL": "https://github.com/babasaraki/OncoSeq",
  "BugReports": "https://github.com/babasaraki/OncoSeq/issues",
  "Collate": "'AllGenerics.R' 'AllClasses.R' 'methods-OncoSeqExperiment.R'\n'utils.R' 'import-local.R' 'import-gdc.R' 'import-cbioportal.R'\n'qc.R' 'normalize.R' 'de.R' 'genesets.R' 'enrichment.R'\n'mutations.R' 'cnv.R' 'survival.R' 'integrate.R' 'plots.R'\n'pipeline.R' 'data.R' 'zzz.R'",
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  "NeedsCompilation": "no",
  "Config/pak/sysreqs": "libssl-dev zlib1g-dev",
  "Repository": "https://biocstaging.r-universe.dev",
  "Date/Publication": "2026-10-21 04:29:39 UTC",
  "RemoteUrl": "https://github.com/BiocStaging/OncoSeq",
  "RemoteRef": "HEAD",
  "RemoteSha": "0675d14d3025d43abed9aa6643f6b869414a05a2",
  "Packaged": {
    "Date": "2026-10-21 06:21:27 UTC",
    "User": "root"
  },
  "Author": "Umar Ahmad [aut, cre] (ORCID: <https://orcid.org/0000-0002-3216-5171>)",
  "Maintainer": "Umar Ahmad <babasaraki@yahoo.co.uk>",
  "_user": "biocstaging",
  "_type": "src",
  "_file": "OncoSeq_0.99.1.tar.gz",
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  "_expires": "2027-01-29T06:31:11.000Z",
  "_created": "2026-10-21T06:21:27.000Z",
  "_published": "2026-10-21T06:31:13.794Z",
  "_buildurl": "https://github.com/r-universe/biocstaging/actions/runs/39553898539",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_bioccheck": {
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    "note": 8
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  "_upstream": "https://github.com/BiocStaging/OncoSeq",
  "_commit": {
    "id": "0675d14d3025d43abed9aa6643f6b869414a05a2",
    "author": "Umar Ahmad <45367984+babasaraki@users.noreply.github.com>",
    "committer": "Umar Ahmad <45367984+babasaraki@users.noreply.github.com>",
    "message": "Bump OncoSeq version to 0.99.1\n",
    "time": 1792556979
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  "_maintainer": {
    "name": "Umar Ahmad",
    "email": "babasaraki@yahoo.co.uk",
    "login": "babasaraki",
    "twitter": "@babasaraky",
    "description": "Genomicist passionate about bioinformatics. Cancer Bioinformatics with a focus on multi-Omics data integration.",
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  "_tags": [],
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    "rnaseq",
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    "analyses",
    "analyses<-",
    "asOncoSeq",
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    "cnv<-",
    "cnvExpressionCorrelation",
    "cnvFrequency",
    "cnvSummary",
    "compareEngines",
    "coxModel",
    "detectOutliers",
    "diffExpress",
    "exampleOncoSeq",
    "filterLowExpression",
    "getAnalysis",
    "importCBioPortal",
    "importCounts",
    "importGDC",
    "importMAF",
    "importTximport",
    "integrateMutationExpression",
    "msigdbrSets",
    "mutationFrequency",
    "mutations",
    "mutations<-",
    "mutationStatus",
    "mutationSummary",
    "normalizeCounts",
    "oncoplotData",
    "OncoSeqExperiment",
    "plotCNVFrequency",
    "plotEnrichmentBar",
    "plotExpressionHeatmap",
    "plotKM",
    "plotMAplot",
    "plotMutationFrequency",
    "plotOncoprint",
    "plotSamplePCA",
    "plotVolcano",
    "provenance",
    "provenance<-",
    "qcMetrics",
    "readGMT",
    "runGSEA",
    "runOncoSeq",
    "runORA",
    "show",
    "survivalFit",
    "survivalScreen",
    "tumourMutationBurden"
  ],
  "_datasets": [
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      "title": "Bladder urothelial carcinoma multi-omic example cohort",
      "object": "blcaExample",
      "file": "blcaExample.rda",
      "class": [
        "OncoSeqExperiment"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "simExample",
      "title": "Simulated cancer multi-omic cohort",
      "object": "simExample",
      "file": "simExample.rda",
      "class": [
        "OncoSeqExperiment"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "alignLayers",
      "title": "Restrict an object to samples present in every layer",
      "topics": [
        "alignLayers"
      ]
    },
    {
      "page": "asOncoSeq",
      "title": "Convert an existing object to an OncoSeqExperiment",
      "topics": [
        "asOncoSeq"
      ]
    },
    {
      "page": "blcaExample",
      "title": "Bladder urothelial carcinoma multi-omic example cohort",
      "topics": [
        "blcaExample"
      ]
    },
    {
      "page": "cbioProfiles",
      "title": "List the molecular profiles of a cBioPortal study",
      "topics": [
        "cbioProfiles"
      ]
    },
    {
      "page": "cbioStudies",
      "title": "List studies available from cBioPortal",
      "topics": [
        "cbioStudies"
      ]
    },
    {
      "page": "cnvExpressionCorrelation",
      "title": "Correlate copy number with expression",
      "topics": [
        "cnvExpressionCorrelation"
      ]
    },
    {
      "page": "cnvFrequency",
      "title": "Copy-number alteration frequency",
      "topics": [
        "cnvFrequency"
      ]
    },
    {
      "page": "cnvSummary",
      "title": "Summarise gene-level copy-number alterations",
      "topics": [
        "cnvSummary"
      ]
    },
    {
      "page": "compareEngines",
      "title": "Run the same contrast through every engine and compare",
      "topics": [
        "compareEngines"
      ]
    },
    {
      "page": "coxModel",
      "title": "Multivariable Cox proportional-hazards model",
      "topics": [
        "coxModel"
      ]
    },
    {
      "page": "detectOutliers",
      "title": "Flag candidate outlier samples",
      "topics": [
        "detectOutliers"
      ]
    },
    {
      "page": "diffExpress",
      "title": "Differential expression with DESeq2, edgeR or limma",
      "topics": [
        "diffExpress"
      ]
    },
    {
      "page": "exampleOncoSeq",
      "title": "A small simulated cancer multi-omic dataset",
      "topics": [
        "exampleOncoSeq"
      ]
    },
    {
      "page": "filterLowExpression",
      "title": "Remove weakly expressed features",
      "topics": [
        "filterLowExpression"
      ]
    },
    {
      "page": "getAnalysis",
      "title": "Retrieve a stored analysis result",
      "topics": [
        "getAnalysis"
      ]
    },
    {
      "page": "importCBioPortal",
      "title": "Import a cBioPortal study",
      "topics": [
        "importCBioPortal"
      ]
    },
    {
      "page": "importCounts",
      "title": "Import counts and sample annotation from local data",
      "topics": [
        "importCounts"
      ]
    },
    {
      "page": "importGDC",
      "title": "Import a TCGA/GDC project",
      "topics": [
        "importGDC"
      ]
    },
    {
      "page": "importMAF",
      "title": "Read a MAF file",
      "topics": [
        "importMAF"
      ]
    },
    {
      "page": "importTximport",
      "title": "Import transcript-level quantifications through tximport",
      "topics": [
        "importTximport"
      ]
    },
    {
      "page": "integrateMutationExpression",
      "title": "Differential expression between mutant and wild-type tumours",
      "topics": [
        "integrateMutationExpression"
      ]
    },
    {
      "page": "msigdbrSets",
      "title": "Fetch a gene-set collection through msigdbr",
      "topics": [
        "msigdbrSets"
      ]
    },
    {
      "page": "mutationFrequency",
      "title": "Mutation frequency across the cohort",
      "topics": [
        "mutationFrequency"
      ]
    },
    {
      "page": "mutationStatus",
      "title": "Mutation status of a gene as a factor",
      "topics": [
        "mutationStatus"
      ]
    },
    {
      "page": "mutationSummary",
      "title": "Summarise the somatic mutation layer",
      "topics": [
        "mutationSummary"
      ]
    },
    {
      "page": "normalizeCounts",
      "title": "Normalise expression data",
      "topics": [
        "normalizeCounts"
      ]
    },
    {
      "page": "oncoplotData",
      "title": "Build the matrix behind an oncoprint",
      "topics": [
        "oncoplotData"
      ]
    },
    {
      "page": "OncoSeq-generics",
      "title": "OncoSeq generics",
      "topics": [
        "analyses",
        "analyses<-",
        "cnv",
        "cnv<-",
        "mutations",
        "mutations<-",
        "OncoSeq-generics",
        "provenance",
        "provenance<-"
      ]
    },
    {
      "page": "OncoSeqExperiment",
      "title": "Construct an OncoSeqExperiment",
      "topics": [
        "OncoSeqExperiment"
      ]
    },
    {
      "page": "OncoSeqExperiment-class",
      "title": "Container for a cancer multi-omic study",
      "topics": [
        "OncoSeqExperiment-class"
      ]
    },
    {
      "page": "OncoSeqExperiment-methods",
      "title": "Methods for OncoSeqExperiment objects",
      "topics": [
        "analyses,OncoSeqExperiment-method",
        "analyses<-,OncoSeqExperiment-method",
        "cnv,OncoSeqExperiment-method",
        "cnv<-,OncoSeqExperiment-method",
        "mutations,OncoSeqExperiment-method",
        "mutations<-,OncoSeqExperiment-method",
        "OncoSeqExperiment-methods",
        "provenance,OncoSeqExperiment-method",
        "provenance<-,OncoSeqExperiment-method",
        "show,OncoSeqExperiment-method",
        "[,OncoSeqExperiment,ANY,ANY,ANY-method"
      ]
    },
    {
      "page": "plotCNVFrequency",
      "title": "Copy-number alteration frequency plot",
      "topics": [
        "plotCNVFrequency"
      ]
    },
    {
      "page": "plotEnrichmentBar",
      "title": "Bar chart of enrichment results",
      "topics": [
        "plotEnrichmentBar"
      ]
    },
    {
      "page": "plotExpressionHeatmap",
      "title": "Heatmap of selected features",
      "topics": [
        "plotExpressionHeatmap"
      ]
    },
    {
      "page": "plotKM",
      "title": "Kaplan-Meier curves",
      "topics": [
        "plotKM"
      ]
    },
    {
      "page": "plotMAplot",
      "title": "Mean-difference (MA) plot of a differential-expression result",
      "topics": [
        "plotMAplot"
      ]
    },
    {
      "page": "plotMutationFrequency",
      "title": "Mutation frequency plot with confidence intervals",
      "topics": [
        "plotMutationFrequency"
      ]
    },
    {
      "page": "plotOncoprint",
      "title": "Oncoprint-style mutation landscape",
      "topics": [
        "plotOncoprint"
      ]
    },
    {
      "page": "plotSamplePCA",
      "title": "Principal component plot of samples",
      "topics": [
        "plotSamplePCA"
      ]
    },
    {
      "page": "plotVolcano",
      "title": "Volcano plot of a differential-expression result",
      "topics": [
        "plotVolcano"
      ]
    },
    {
      "page": "qcMetrics",
      "title": "Compute per-sample quality-control metrics",
      "topics": [
        "qcMetrics"
      ]
    },
    {
      "page": "readGMT",
      "title": "Read a gene-set collection from a GMT file",
      "topics": [
        "readGMT"
      ]
    },
    {
      "page": "runGSEA",
      "title": "Gene set enrichment analysis on a differential-expression result",
      "topics": [
        "runGSEA"
      ]
    },
    {
      "page": "runOncoSeq",
      "title": "Run the full OncoSeq workflow in one call",
      "topics": [
        "runOncoSeq"
      ]
    },
    {
      "page": "runORA",
      "title": "Over-representation analysis of a differentially expressed gene list",
      "topics": [
        "runORA"
      ]
    },
    {
      "page": "simExample",
      "title": "Simulated cancer multi-omic cohort",
      "topics": [
        "simExample"
      ]
    },
    {
      "page": "survivalFit",
      "title": "Kaplan-Meier analysis of a gene or clinical variable",
      "topics": [
        "survivalFit"
      ]
    },
    {
      "page": "survivalScreen",
      "title": "Genome-wide screen for survival-associated genes",
      "topics": [
        "survivalScreen"
      ]
    },
    {
      "page": "tumourMutationBurden",
      "title": "Tumour mutation burden",
      "topics": [
        "tumourMutationBurden"
      ]
    }
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      "source": "OncoSeq.Rmd",
      "filename": "OncoSeq.html",
      "title": "Analysing cancer transcriptomes and genomes with OncoSeq",
      "author": "Umar Ahmad",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Why OncoSeq",
        "Getting data in",
        "From your own quantification",
        "From public repositories",
        "The example objects",
        "Quality control",
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