{
  "_id": "6aca8cd7fe5cc25786e8b4b1",
  "Package": "isobar",
  "Title": "Analysis and quantitation of isobarically tagged MSMS proteomics\ndata",
  "Description": "isobar provides methods for preprocessing, normalization,\nand report generation for the analysis of quantitative mass\nspectrometry proteomics data labeled with isobaric tags, such\nas iTRAQ and TMT. Features modules for integrating and\nvalidating PTM-centric datasets (isobar-PTM). More information\non http://www.ms-isobar.org.",
  "Version": "1.59.0",
  "Author": "Florian P Breitwieser <florian.bw@gmail.com> and Jacques\nColinge <jacques.colinge@inserm.fr>, with contributions from\nAlexey Stukalov <stukalov@biochem.mpg.de>, Xavier Robin\n<xavier.robin@unige.ch> and Florent Gluck\n<florent.gluck@unige.ch>",
  "Maintainer": "Florian P Breitwieser <florian.bw@gmail.com>",
  "biocViews": "ImmunoOncology, Proteomics, MassSpectrometry,\nBioinformatics, MultipleComparisons, QualityControl",
  "LazyLoad": "yes",
  "License": "LGPL-2",
  "URL": "https://github.com/fbreitwieser/isobar",
  "BugReports": "https://github.com/fbreitwieser/isobar/issues",
  "Collate": "utils.R ProteinGroup-class.R IBSpectra-class.R isobar-import.R\nIBSpectra-plots.R NoiseModel-class.R Tlsd-class.R\nratio-methods.R distr-methods.R sharedpep-methods.R\nreport-utils-xls.R report-utils-tex.R report-utils.R\nmetareport-utils.R ptm-methods.R MSnSet-methods.R zzz.R",
  "Config/pak/sysreqs": "libicu-dev libpng-dev libxml2-dev libssl-dev\nzlib1g-dev",
  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:36:01 UTC",
  "RemoteUrl": "https://github.com/bioc/isobar",
  "RemoteRef": "HEAD",
  "RemoteSha": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-10-10 17:41:48 UTC",
    "User": "root"
  },
  "_user": "bioc",
  "_type": "src",
  "_file": "isobar_1.59.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/d6b52c108d5f6589ae220b35bc8729a7373ce12a263d1ff1d050ec33c88306d5",
  "_filesize": 3122603,
  "_sha256": "d6b52c108d5f6589ae220b35bc8729a7373ce12a263d1ff1d050ec33c88306d5",
  "_expires": "2027-01-18T19:07:00.000Z",
  "_created": "2026-10-10T17:41:48.000Z",
  "_published": "2026-10-10T19:07:03.045Z",
  "_buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_jobs": [
    {
      "job": 114273638803,
      "time": 174,
      "config": "bioc-checks",
      "r": "4.6.1",
      "check": "FAILURE",
      "artifact": ""
    },
    {
      "job": 114273638811,
      "time": 407,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11678215334"
    },
    {
      "job": 114273638848,
      "time": 344,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11677801022"
    },
    {
      "job": 114273638859,
      "time": 197,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11679134327"
    },
    {
      "job": 114273638875,
      "time": 224,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11679549002"
    },
    {
      "job": 114272623995,
      "time": 306,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "11676944618"
    },
    {
      "job": 114273638790,
      "time": 147,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "11676809996"
    },
    {
      "job": 114273638854,
      "time": 200,
      "config": "windows-devel-x86_64",
      "r": "4.7.0",
      "check": "WARNING",
      "artifact": "11677780844"
    },
    {
      "job": 114273638834,
      "time": 256,
      "config": "windows-oldrel-x86_64",
      "r": "4.5.3",
      "check": "WARNING",
      "artifact": "11677406896"
    },
    {
      "job": 114273638800,
      "time": 255,
      "config": "windows-release-x86_64",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "11677566564"
    }
  ],
  "_upstream": "https://github.com/bioc/isobar",
  "_commit": {
    "id": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
    "author": "A Wokaty <andres.wokaty@sph.cuny.edu>",
    "committer": "A Wokaty <andres.wokaty@sph.cuny.edu>",
    "message": "bump x.y.z version to odd y following creation of RELEASE_3_23 branch\n",
    "time": 1777379761
  },
  "_maintainer": {
    "name": "Florian P Breitwieser",
    "email": "florian.bw@gmail.com",
    "login": "fbreitwieser",
    "description": "Babboon By: Henry Henderson | License: Creative Commons Attribution (CC BY 4.0)",
    "uuid": 516060
  },
  "_distro": "resolute",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 2.10.0",
      "role": "Depends"
    },
    {
      "package": "Biobase",
      "role": "Depends"
    },
    {
      "package": "stats",
      "role": "Depends"
    },
    {
      "package": "methods",
      "role": "Depends"
    },
    {
      "package": "distr",
      "role": "Imports"
    },
    {
      "package": "plyr",
      "role": "Imports"
    },
    {
      "package": "biomaRt",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "MSnbase",
      "role": "Suggests"
    },
    {
      "package": "OrgMassSpecR",
      "role": "Suggests"
    },
    {
      "package": "XML",
      "role": "Suggests"
    },
    {
      "package": "RJSONIO",
      "role": "Suggests"
    },
    {
      "package": "Hmisc",
      "role": "Suggests"
    },
    {
      "package": "gplots",
      "role": "Suggests"
    },
    {
      "package": "RColorBrewer",
      "role": "Suggests"
    },
    {
      "package": "gridExtra",
      "role": "Suggests"
    },
    {
      "package": "limma",
      "role": "Suggests"
    },
    {
      "package": "boot",
      "role": "Suggests"
    },
    {
      "package": "DBI",
      "role": "Suggests"
    },
    {
      "package": "MASS",
      "role": "Suggests"
    }
  ],
  "_owner": "bioc",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-44",
      "n": 2
    },
    {
      "week": "2026-18",
      "n": 2
    }
  ],
  "_tags": [],
  "_bioc": [
    {
      "branch": "devel",
      "version": "1.59.0",
      "bioc": "3.24",
      "repository": "bioc"
    },
    {
      "branch": "release",
      "version": "1.58.0",
      "bioc": "3.23",
      "repository": "bioc"
    }
  ],
  "_topics": [
    "immunooncology",
    "proteomics",
    "massspectrometry",
    "bioinformatics",
    "multiplecomparisons",
    "qualitycontrol"
  ],
  "_stars": 10,
  "_contributors": [
    {
      "user": "fbreitwieser",
      "count": 28,
      "uuid": 516060
    },
    {
      "user": "alyst",
      "count": 16,
      "uuid": 348591
    },
    {
      "user": "jgriss",
      "count": 4,
      "uuid": 10997605
    },
    {
      "user": "ahainard",
      "count": 1,
      "uuid": 9199669
    }
  ],
  "_userbio": {
    "uuid": 2286807,
    "type": "organization",
    "name": "Bioconductor",
    "followers": 476,
    "description": "Software for the analysis and comprehension of high-throughput genomic data"
  },
  "_downloads": {
    "count": 698,
    "source": "https://www.bioconductor.org/packages/stats/bioc/isobar"
  },
  "_mentions": 4,
  "_devurl": "https://github.com/fbreitwieser/isobar",
  "_searchresults": 37,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/isobar.html",
    "extra/manual.pdf",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md"
  ],
  "_homeurl": "https://github.com/fbreitwieser/isobar",
  "_realowner": "bioc",
  "_cranurl": false,
  "_exports": [
    "%inrange%",
    "adjust.ratio.pvalue",
    "as.data.frame.IBSpectra",
    "as.data.frame.ProteinGroup",
    "calc.delta.score",
    "calc.pep.delta.score",
    "calcCumulativeProbXGreaterThanY",
    "calcPeptidePosition",
    "calcProbXDiffNormals",
    "calcProbXGreaterThanY",
    "calculate.dNSAF",
    "calculate.emPAI",
    "calculate.mult.sample.pvalue",
    "calculate.ratio.pvalue",
    "calculate.sample.pvalue",
    "classLabels",
    "classLabels<-",
    "combn.matrix",
    "combn.protein.tbl",
    "connect.nodes",
    "correct.peptide.ratios",
    "correctIsotopeImpurities",
    "create.meta.reports",
    "create.reports",
    "distrprint",
    "do.log",
    "draw.boxplot",
    "draw.protein.group",
    "draw.proteingroup.row",
    "estimateRatio",
    "estimateRatioForPeptide",
    "estimateRatioForProtein",
    "estimateRatioNumeric",
    "exclude",
    "filterSpectraDeltaScore",
    "filterSpectraPhosphoRS",
    "fitCauchy",
    "fitGaussianMixture",
    "fitNorm",
    "fitNormalCauchyMixture",
    "fitTlsd",
    "fitWeightedNorm",
    "get_n_proteins",
    "get.log",
    "get.pep.group",
    "getMultUnifDensity",
    "getMultUnifPValues",
    "getPeptideModifContext",
    "getPhosphoRSProbabilities",
    "getProteinInfoFromBioDb",
    "getProteinInfoFromBiomart",
    "getProteinInfoFromEntrez",
    "getProteinInfoFromNextProt",
    "getProteinInfoFromTheInternet",
    "getProteinInfoFromUniprot",
    "getPtmInfoFromNextprot",
    "getPtmInfoFromPhosphoSitePlus",
    "groupMemberPeptides",
    "GROUPSPECIFIC",
    "human.protein.names",
    "ibSpectra.as.concise.data.frame",
    "IBSpectraTypes",
    "indistinguishableProteins",
    "initialize.env",
    "is.logged",
    "isotopeImpurities",
    "isotopeImpurities<-",
    "load.properties",
    "load.tex.properties",
    "lowIntensity",
    "lowIntensity<-",
    "maplot",
    "maplot.protein",
    "modif.site.count",
    "modif.sites",
    "modifs",
    "my.protein.info",
    "n.observable.peptides",
    "naRegion",
    "naRegion<-",
    "noiseFunction",
    "NoiseModel",
    "normalize",
    "number.ranges",
    "observable.peptides",
    "observedKnownSites",
    "parameter",
    "parameter<-",
    "paste0",
    "peptide.count",
    "peptideInfo",
    "peptideNProtein",
    "peptideRatios",
    "peptideRatiosNotQuant",
    "peptides",
    "peptideSpecificity",
    "plot.NoiseModel",
    "plotRatio",
    "print_classlabels_tbl",
    "print_groupsize",
    "print_longtablehdr",
    "print_longtablehdr_peptide",
    "print_protein_grp_info",
    "print_protein_grp_tbl",
    "print_protein_notquant_tbl",
    "print_protein_quant_tbl",
    "print_sign_proteins_tbl",
    "property",
    "protein.ac",
    "protein.g",
    "proteinDescription",
    "proteinGeneName",
    "proteinGroup",
    "ProteinGroup",
    "proteinGroup.as.concise.data.frame",
    "proteinGroup<-",
    "proteinGroupTable",
    "proteinID",
    "proteinInfo",
    "proteinInfo<-",
    "proteinInfoIsOnSpliceVariants",
    "proteinNameAndDescription",
    "proteinRatios",
    "protGgdata",
    "raplot",
    "ratiosReshapeWide",
    "read.mzid",
    "readIBSpectra",
    "readPhosphoRSOutput",
    "readProteinGroup",
    "readProteinGroup2",
    "reporter.protein",
    "reporterData",
    "reporterData<-",
    "reporterIntensities",
    "reporterIntensities<-",
    "reporterIntensityPlot",
    "reporterMasses",
    "reporterMasses<-",
    "reporterMassPrecision",
    "reporterProteins",
    "REPORTERSPECIFIC",
    "reporterTagMasses",
    "reporterTagNames",
    "sanitize",
    "sequence.coverage",
    "shared.ratios",
    "shared.ratios.sign",
    "SPECIFICITIES",
    "spectra.count",
    "spectra.count2",
    "spectrumSel",
    "spectrumTitles",
    "spectrumToPeptide",
    "stddev",
    "subsetIBSpectra",
    "subtractAdditiveNoise",
    "summarize.ratios",
    "summary.ProteinGroup",
    "testPdflatex",
    "testPerl",
    "tikz.proteingroup",
    "Tlsd",
    "transform_pepmodif",
    "twodistr.plot",
    "UNSPECIFIC",
    "variance",
    "weightedMean",
    "weightedVariance",
    "write.tex.commands",
    "write.xls.report",
    "writeData",
    "writeHscoreData",
    "writeIBSpectra",
    "writePhosphoRSInput"
  ],
  "_datasets": [
    {
      "name": "ib_phospho",
      "title": "Isobar Data packages",
      "object": "ib_phospho",
      "file": "ib_phospho.rda",
      "class": [
        "iTRAQ4plexSpectra"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "ibspiked_set1",
      "title": "Isobar Data packages",
      "object": "ibspiked_set1",
      "file": "ibspiked_set1.rda",
      "class": [
        "iTRAQ4plexSpectra"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "ibspiked_set2",
      "title": "Isobar Data packages",
      "object": "ibspiked_set2",
      "file": "ibspiked_set2.rda",
      "class": [
        "iTRAQ4plexSpectra"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    },
    {
      "name": "noise.model.hcd",
      "title": "Isobar Data packages",
      "object": "noise.model.hcd",
      "file": "noise.model.hcd.rda",
      "class": [
        "ExponentialNoiseModel"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "isobar-package",
      "title": "Analysis and quantitation of isobarically tagged MSMS proteomics data",
      "topics": [
        "isobar-package",
        "isobar"
      ]
    },
    {
      "page": "calc.delta.score",
      "title": "Calculate Delta Score from Ion Score",
      "topics": [
        "calc.delta.score",
        "calc.pep.delta.score",
        "filterSpectraDeltaScore"
      ]
    },
    {
      "page": "calc.startpos",
      "title": "Recalculate peptide start positions based on protein sequence",
      "topics": [
        "calcPeptidePosition"
      ]
    },
    {
      "page": "calculate-pvalues",
      "title": "Calculate and Adjust Ratio and Sample p-values.",
      "topics": [
        "adjust.ratio.pvalue",
        "calculate.mult.sample.pvalue",
        "calculate.ratio.pvalue",
        "calculate.sample.pvalue"
      ]
    },
    {
      "page": "calculate.dNSAF",
      "title": "dNSAF approximate abundance calculations.",
      "topics": [
        "calculate.dNSAF"
      ]
    },
    {
      "page": "calculate.emPAI",
      "title": "emPAI approximate abundance calculations.",
      "topics": [
        "calculate.emPAI",
        "n.observable.peptides",
        "observable.peptides"
      ]
    },
    {
      "page": "correct.peptide.ratios",
      "title": "Correct peptide ratios with protein ratios from a separate experiment.",
      "topics": [
        "correct.peptide.ratios"
      ]
    },
    {
      "page": "distr-methods",
      "title": "Functions for distribution calculations",
      "topics": [
        "AbscontDistribution-class",
        "calcCumulativeProbXGreaterThanY",
        "calcProbXDiffNormals",
        "calcProbXGreaterThanY",
        "Distribution-class",
        "distrprint",
        "Parameter-class",
        "twodistr.plot",
        "UnivariateDistribution-class"
      ]
    },
    {
      "page": "fit-distr",
      "title": "Fit weighted and unweighted Cauchy and Normal distributions",
      "topics": [
        "fitCauchy",
        "fitGaussianMixture",
        "fitNorm",
        "fitNormalCauchyMixture",
        "fitTlsd",
        "fitWeightedNorm"
      ]
    },
    {
      "page": "getPeptideModifContext",
      "title": "Get context of modification",
      "topics": [
        "getPeptideModifContext"
      ]
    },
    {
      "page": "getPhosphoRSProbabilities",
      "title": "Generate input files for PhosphoRS, call it, and get modification site probabilities",
      "topics": [
        "filterSpectraPhosphoRS",
        "getPhosphoRSProbabilities",
        "readPhosphoRSOutput",
        "writePhosphoRSInput"
      ]
    },
    {
      "page": "getPtmInfo",
      "title": "Get PTM site information for idenfied proteins from public databases.",
      "topics": [
        "getPtmInfoFromNextprot",
        "getPtmInfoFromPhosphoSitePlus"
      ]
    },
    {
      "page": "groupMemberPeptides",
      "title": "Peptide info for protein group members",
      "topics": [
        "groupMemberPeptides"
      ]
    },
    {
      "page": "human.protein.names",
      "title": "Info on proteins",
      "topics": [
        "human.protein.names",
        "my.protein.info"
      ]
    },
    {
      "page": "IBSpectra-class",
      "title": "IBSpectra Class for Isobarically Tagged Quantitative MS Proteomics Data",
      "topics": [
        "as.data.frame,IBSpectra-method",
        "as.data.frame.IBSpectra",
        "class:IBSpectra",
        "classLabels",
        "classLabels,IBSpectra-method",
        "classLabels<-",
        "classLabels<-,IBSpectra-method",
        "coerce,IBSpectra,data.frame-method",
        "IBSpectra",
        "IBSpectra-class",
        "ibSpectra.as.concise.data.frame",
        "IBSpectraTypes",
        "initialize,IBSpectra-method",
        "isotopeImpurities",
        "isotopeImpurities,IBSpectra-method",
        "isotopeImpurities<-",
        "isotopeImpurities<-,IBSpectra-method",
        "iTRAQ4plexSpectra",
        "iTRAQ4plexSpectra-class",
        "iTRAQ8plexSpectra",
        "iTRAQ8plexSpectra-class",
        "iTRAQSpectra",
        "iTRAQSpectra-class",
        "proteinGroup",
        "proteinGroup,IBSpectra-method",
        "proteinGroup<-",
        "proteinGroup<-,IBSpectra-method",
        "reporterData",
        "reporterData,IBSpectra-method",
        "reporterData<-",
        "reporterData<-,IBSpectra-method",
        "reporterIntensities",
        "reporterIntensities,IBSpectra-method",
        "reporterIntensities<-",
        "reporterIntensities<-,IBSpectra-method",
        "reporterMasses",
        "reporterMasses,IBSpectra-method",
        "reporterMasses<-",
        "reporterMasses<-,IBSpectra-method",
        "reporterTagMasses",
        "reporterTagMasses,IBSpectra-method",
        "reporterTagNames",
        "reporterTagNames,IBSpectra-method",
        "show,IBSpectra-method",
        "spectrumSel",
        "spectrumSel,IBSpectra,character,missing-method",
        "spectrumSel,IBSpectra,data.frame,missing-method",
        "spectrumSel,IBSpectra,matrix,missing-method",
        "spectrumSel,IBSpectra,missing,character-method",
        "spectrumSel,IBSpectra,missing,missing-method",
        "spectrumTitles",
        "spectrumTitles,IBSpectra-method",
        "TMT10plexSpectra",
        "TMT10plexSpectra-class",
        "TMT2plexSpectra",
        "TMT2plexSpectra-class",
        "TMT6plexSpectra",
        "TMT6plexSpectra-class",
        "TMT6plexSpectra2",
        "TMT6plexSpectra2-class",
        "TMTSpectra",
        "TMTSpectra-class",
        "VARMETADATA",
        "writeData",
        "writeData,IBSpectra-method"
      ]
    },
    {
      "page": "isobar-log",
      "title": "Log functions for IBSpectra objects",
      "topics": [
        "do.log",
        "do.log,IBSpectra,character-method",
        "get.log",
        "get.log,IBSpectra,character-method",
        "is.logged",
        "is.logged,IBSpectra,character-method"
      ]
    },
    {
      "page": "utils",
      "title": "Isobar util functions",
      "topics": [
        "%inrange%",
        "paste0"
      ]
    },
    {
      "page": "isobar-analysis",
      "title": "IBSpectra analysis: Protein and peptide ratio calculation",
      "topics": [
        "estimateRatio",
        "estimateRatio,IBSpectra,ANY,character,character,character,missing-method",
        "estimateRatio,IBSpectra,ANY,character,character,character,NULL-method",
        "estimateRatio,IBSpectra,ANY,character,character,missing,character-method",
        "estimateRatio,IBSpectra,ANY,character,character,missing,data.frame-method",
        "estimateRatio,IBSpectra,ANY,character,character,missing,matrix-method",
        "estimateRatio,IBSpectra,ANY,character,character,NULL,character-method",
        "estimateRatio,IBSpectra,ANY,character,character,NULL,data.frame-method",
        "estimateRatio,IBSpectra,ANY,character,character,NULL,matrix-method",
        "estimateRatio,IBSpectra,ANY,missing,missing,character,missing-method",
        "estimateRatio,IBSpectra,ANY,missing,missing,missing,character-method",
        "estimateRatioForPeptide",
        "estimateRatioForProtein",
        "estimateRatioNumeric",
        "estimateRatioNumeric,numeric,numeric,missing-method",
        "estimateRatioNumeric,numeric,numeric,NoiseModel-method",
        "estimateRatioNumeric,numeric,numeric,NULL-method",
        "getMultUnifDensity",
        "getMultUnifPValues",
        "isobar-analysis"
      ]
    },
    {
      "page": "isobar-import",
      "title": "Loading data into IBSpectra objects using readIBSpectra",
      "topics": [
        "isobar-import",
        "read.mzid",
        "readIBSpectra",
        "readIBSpectra,character,character,character-method",
        "readIBSpectra,character,character,missing-method",
        "readIBSpectra,character,character-method",
        "readIBSpectra,character,data.frame,character-method",
        "readIBSpectra,character,data.frame,missing-method"
      ]
    },
    {
      "page": "isobar-plots",
      "title": "IBSpectra plots",
      "topics": [
        "isobar-plots",
        "maplot",
        "maplot,IBSpectra,character,character-method",
        "maplot,IBSpectra,missing,missing-method",
        "maplot,missing,numeric,numeric-method",
        "maplot2",
        "maplot2,ANY,character,character-method",
        "maplot2,list,character,character-method",
        "plotRatio",
        "plotRatio,IBSpectra,character,character,character-method",
        "protGgdata",
        "protGgdata,ANY,character,character-method",
        "raplot",
        "raplot,IBSpectra-method",
        "reporterIntensityPlot",
        "reporterIntensityPlot,IBSpectra-method",
        "reporterIntensityPlot-methods",
        "reporterMassPrecision",
        "reporterMassPrecision,IBSpectra,logical-method",
        "reporterMassPrecision,IBSpectra,missing-method"
      ]
    },
    {
      "page": "isobar-preprocessing",
      "title": "IBSpectra preprocessing",
      "topics": [
        "correctIsotopeImpurities",
        "correctIsotopeImpurities,IBSpectra-method",
        "exclude",
        "exclude,IBSpectra,character-method",
        "isobar-preprocessing",
        "normalize",
        "subtractAdditiveNoise",
        "subtractAdditiveNoise,IBSpectra-method"
      ]
    },
    {
      "page": "isobar-reports",
      "title": "Isobar reports",
      "topics": [
        "connect.nodes",
        "create.meta.reports",
        "create.reports",
        "draw.boxplot",
        "draw.protein.group",
        "draw.proteingroup.row",
        "get_n_proteins",
        "initialize.env",
        "isobar-reports",
        "load.properties",
        "load.tex.properties",
        "modifs",
        "print_classlabels_tbl",
        "print_groupsize",
        "print_longtablehdr",
        "print_longtablehdr_peptide",
        "print_protein_grp_info",
        "print_protein_grp_tbl",
        "print_protein_notquant_tbl",
        "print_protein_quant_tbl",
        "print_sign_proteins_tbl",
        "property",
        "testPdflatex",
        "testPerl",
        "tikz.proteingroup",
        "transform_pepmodif",
        "write.tex.commands",
        "write.xls.report"
      ]
    },
    {
      "page": "isobar-data",
      "title": "Isobar Data packages",
      "topics": [
        "ibspiked_set1",
        "ibspiked_set2",
        "ib_phospho",
        "noise.model.hcd"
      ]
    },
    {
      "page": "maplot.protein",
      "title": "Ratio intensity plot for individual proteins",
      "topics": [
        "maplot.protein"
      ]
    },
    {
      "page": "NoiseModel-class",
      "title": "NoiseModel objects",
      "topics": [
        "class:NoiseModel",
        "ExponentialNoANoiseModel-class",
        "ExponentialNoiseModel-class",
        "GeneralNoiseModel-class",
        "initialize,NoiseModel-method",
        "InverseNoANoiseModel-class",
        "InverseNoiseModel-class",
        "lowIntensity",
        "lowIntensity,NoiseModel-method",
        "lowIntensity<-",
        "lowIntensity<-,NoiseModel-method",
        "naRegion",
        "naRegion,NoiseModel-method",
        "naRegion<-",
        "naRegion<-,NoiseModel-method",
        "noiseFunction",
        "noiseFunction,NoiseModel-method",
        "NoiseModel",
        "NoiseModel,IBSpectra-method",
        "NoiseModel-class",
        "parameter",
        "parameter,NoiseModel-method",
        "parameter<-",
        "parameter<-,NoiseModel-method",
        "plot.NoiseModel",
        "show,NoiseModel-method",
        "stddev",
        "stddev,NoiseModel-method",
        "variance",
        "variance,NoiseModel,numeric,missing-method",
        "variance,NoiseModel,numeric,numeric-method"
      ]
    },
    {
      "page": "number.ranges",
      "title": "Helper function to transform number lists to ranges",
      "topics": [
        "number.ranges"
      ]
    },
    {
      "page": "observedKnownSites",
      "title": "Observed modification sites.",
      "topics": [
        "modif.site.count",
        "modif.sites",
        "observedKnownSites"
      ]
    },
    {
      "page": "peptide.count",
      "title": "Peptide counts, spectral counts and sequence coverage for ProteinGroup objects.",
      "topics": [
        "peptide.count",
        "sequence.coverage",
        "spectra.count"
      ]
    },
    {
      "page": "ratio-summ",
      "title": "Calculating and Summarizing Protein and Peptide Ratios",
      "topics": [
        "combn.matrix",
        "combn.protein.tbl",
        "peptideRatios",
        "peptideRatiosNotQuant",
        "proteinRatios",
        "summarize.ratios",
        "weightedMean",
        "weightedMean,numeric,numeric-method",
        "weightedVariance",
        "weightedVariance,numeric,numeric,missing-method",
        "weightedVariance,numeric,numeric,numeric-method"
      ]
    },
    {
      "page": "ProteinGroup-class",
      "title": "ProteinGroup objects",
      "topics": [
        "as.data.frame,ProteinGroup-method",
        "as.data.frame.ProteinGroup",
        "class:ProteinGroup",
        "coerce,data.frame,ProteinGroup-method",
        "get.pep.group",
        "indistinguishableProteins",
        "indistinguishableProteins,ProteinGroup,ANY,ANY-method",
        "indistinguishableProteins,ProteinGroup,character,missing-method",
        "indistinguishableProteins,ProteinGroup,missing,character-method",
        "indistinguishableProteins,ProteinGroup,missing,missing-method",
        "indistinguishableProteins,ProteinGroup-method",
        "peptideInfo",
        "peptideInfo,ProteinGroup-method",
        "peptideInfo-methods",
        "peptideNProtein",
        "peptideNProtein,ProteinGroup-method",
        "peptides",
        "peptides,ProteinGroup,character-method",
        "peptides,ProteinGroup,missing-method",
        "peptideSpecificity",
        "peptideSpecificity,ProteinGroup-method",
        "protein.ac",
        "protein.ac,ProteinGroup,character-method",
        "protein.ac,ProteinGroup,missing-method",
        "protein.g",
        "protein.g,ProteinGroup,character,character-method",
        "protein.g,ProteinGroup,character-method",
        "ProteinGroup",
        "ProteinGroup,data.frame,missing-method",
        "ProteinGroup,data.frame,NULL-method",
        "ProteinGroup,data.frame,ProteinGroup-method",
        "ProteinGroup-class",
        "proteinGroup.as.concise.data.frame",
        "proteinGroupTable",
        "proteinGroupTable,ProteinGroup-method",
        "readProteinGroup",
        "readProteinGroup2",
        "reporterProteins",
        "reporterProteins,ProteinGroup-method",
        "show,ProteinGroup-method",
        "spectrumToPeptide",
        "spectrumToPeptide,ProteinGroup-method",
        "summary.ProteinGroup"
      ]
    },
    {
      "page": "proteinInfo-methods",
      "title": "Methods for Function proteinInfo",
      "topics": [
        "getProteinInfoFromBioDb",
        "getProteinInfoFromBiomart",
        "getProteinInfoFromEntrez",
        "getProteinInfoFromNextProt",
        "getProteinInfoFromTheInternet",
        "getProteinInfoFromUniprot",
        "proteinInfo",
        "proteinInfo,ProteinGroup,character,missing-method",
        "proteinInfo,ProteinGroup,missing,character-method",
        "proteinInfo,ProteinGroup,missing,missing-method",
        "proteinInfo,ProteinGroup-method",
        "proteinInfo-methods",
        "proteinInfo<-",
        "proteinInfo<-,ProteinGroup-method",
        "proteinInfoIsOnSpliceVariants"
      ]
    },
    {
      "page": "proteinNameAndDescription",
      "title": "Get protein gene names and description from protein info of protein group.",
      "topics": [
        "proteinDescription",
        "proteinGeneName",
        "proteinID",
        "proteinNameAndDescription"
      ]
    },
    {
      "page": "ratiosReshapeWide",
      "title": "Reshape output of proteinRatios into wide format",
      "topics": [
        "ratiosReshapeWide"
      ]
    },
    {
      "page": "reporter.protein-methods",
      "title": "Get reporter protein group identifier for protein group identifier",
      "topics": [
        "reporter.protein",
        "reporter.protein,ProteinGroup,character-method",
        "reporter.protein-methods"
      ]
    },
    {
      "page": "sanitize",
      "title": "Helper function for LaTeX export",
      "topics": [
        "sanitize"
      ]
    },
    {
      "page": "shared.ratios",
      "title": "Shared ratio calculation",
      "topics": [
        "shared.ratios"
      ]
    },
    {
      "page": "shared.ratios.sign",
      "title": "Plot and get significantly shared ratios.",
      "topics": [
        "shared.ratios.sign"
      ]
    },
    {
      "page": "specificities",
      "title": "Peptide specificities",
      "topics": [
        "group-specific",
        "GROUPSPECIFIC",
        "reporter-specific",
        "REPORTERSPECIFIC",
        "SPECIFICITIES",
        "specificities",
        "UNSPECIFIC",
        "unspecific"
      ]
    },
    {
      "page": "spectra.count2",
      "title": "Spectral count for peptides and proteins in ProteinGroup objects.",
      "topics": [
        "spectra.count2"
      ]
    },
    {
      "page": "subsetIBSpectra",
      "title": "Subset IBSpectra objects",
      "topics": [
        "subsetIBSpectra"
      ]
    },
    {
      "page": "Tlsd-class",
      "title": "Class '\"Tlsd\"'",
      "topics": [
        "Tlsd",
        "Tlsd-class"
      ]
    },
    {
      "page": "TlsParameter-class",
      "title": "Class '\"TlsParameter\"'",
      "topics": [
        "TlsParameter-class"
      ]
    },
    {
      "page": "writeHscoreData",
      "title": "Write identifications into a format suitable for Hscore.",
      "topics": [
        "writeHscoreData"
      ]
    },
    {
      "page": "writeIBSpectra",
      "title": "Write IBSpectra file as CSV in a format readable by readIBSpectra.",
      "topics": [
        "writeIBSpectra"
      ]
    }
  ],
  "_readme": "https://github.com/bioc/isobar/raw/HEAD/README.md",
  "_rundeps": [
    "AnnotationDbi",
    "askpass",
    "Biobase",
    "BiocBaseUtils",
    "BiocFileCache",
    "BiocGenerics",
    "biomaRt",
    "Biostrings",
    "bit",
    "bit64",
    "blob",
    "cachem",
    "cli",
    "cpp11",
    "crayon",
    "curl",
    "DBI",
    "dbplyr",
    "distr",
    "dplyr",
    "farver",
    "fastmap",
    "filelock",
    "generics",
    "ggplot2",
    "glue",
    "gtable",
    "hms",
    "httr",
    "httr2",
    "IRanges",
    "isoband",
    "jsonlite",
    "KEGGREST",
    "labeling",
    "lifecycle",
    "magrittr",
    "MASS",
    "memoise",
    "mime",
    "openssl",
    "pillar",
    "pkgconfig",
    "plyr",
    "png",
    "prettyunits",
    "progress",
    "purrr",
    "R6",
    "RColorBrewer",
    "Rcpp",
    "rlang",
    "RSQLite",
    "S4Vectors",
    "S7",
    "scales",
    "Seqinfo",
    "sfsmisc",
    "startupmsg",
    "stringi",
    "stringr",
    "sys",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "xml2",
    "XVector"
  ],
  "_vignettes": [
    {
      "source": "isobar-devel.Rnw",
      "filename": "isobar-devel.pdf",
      "title": "isobar for developers",
      "engine": "utils::Sweave",
      "headings": [
        "Introduction",
        "Classes",
        "Session Information"
      ],
      "created": "2013-11-01 20:22:06",
      "modified": "2013-11-01 20:22:06",
      "commits": 1
    },
    {
      "source": "isobar-ptm.Rnw",
      "filename": "isobar-ptm.pdf",
      "title": "isobar for quantification of PTM datasets",
      "engine": "utils::Sweave",
      "headings": [
        "Introduction",
        "Modification Site Localization",
        "Peptide Ratio Calculation",
        "Harvesting public PTM databases"
      ],
      "created": "2013-11-01 20:22:06",
      "modified": "2013-11-01 20:22:06",
      "commits": 1
    },
    {
      "source": "isobar.Rnw",
      "filename": "isobar.pdf",
      "title": "isobar package for iTRAQ and TMT protein quantification",
      "engine": "utils::Sweave",
      "headings": [
        "Introduction",
        "Loading data",
        "Data Analysis",
        "Data Analysis",
        "Report generation",
        "File formats",
        "properties.R for report generation",
        "Dependencies",
        "Session Information"
      ],
      "created": "2013-11-01 20:22:06",
      "modified": "2018-08-30 17:50:57",
      "commits": 5
    },
    {
      "source": "isobar-usecases.Rnw",
      "filename": "isobar-usecases.pdf",
      "title": "Usecases for isobar package",
      "engine": "utils::Sweave",
      "headings": [
        "​"
      ],
      "created": "2014-11-29 20:44:54",
      "modified": "2014-11-29 20:44:54",
      "commits": 1
    }
  ],
  "_score": 7.249442961442583,
  "_indexed": true,
  "_nocasepkg": "isobar",
  "_universes": [
    "bioc",
    "fbreitwieser"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.59.0",
      "date": "2026-10-10T17:46:57.000Z",
      "distro": "resolute",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/ecfa0c5ee55ffb8208f5c1cce499079565385de34e25137d28f259d6edafc31f",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.59.0",
      "date": "2026-10-10T17:45:48.000Z",
      "distro": "resolute",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/ffcfae07d7fe318048bea4e8a6078c112c751baac05e7c2491c8bbb031800dd1",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.59.0",
      "date": "2026-10-10T19:04:27.000Z",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/221848a613f1dc5b742191f0d481b5925e9d5f166e9dbb2f6957efa11128d79b",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.59.0",
      "date": "2026-10-10T19:04:40.000Z",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/4e40e9b8228bd573b867d43a0bb7748c6990c827092ca9c6302b3b3ff3ddc343",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.59.0",
      "date": "2026-10-10T17:44:57.000Z",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/7a037b59e0a6bb1cdb7d5295ebc3a84c49bdc2510122d0e6076d5ffb89408f47",
      "status": "success",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.59.0",
      "date": "2026-10-10T17:43:56.000Z",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/a7804096a3f7872879e481fb2c189181b971ef875a71afca165bad3a405c04cd",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.59.0",
      "date": "2026-10-10T17:43:57.000Z",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/b9a0d9b3ec9051b1c4cb9177985a80b700eb9e2e6d6a287e13e22d048e88720a",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.59.0",
      "date": "2026-10-10T17:43:52.000Z",
      "commit": "0bd497a10f5dca0191d26dddec3de8d2d5cb6044",
      "fileid": "https://r2.ropensci.org/a48f949d55d3c2bce5b171c5efb524db3379ac0f8a08cba8357be65b52ce96b5",
      "status": "success",
      "check": "WARNING",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/38072469538"
    }
  ]
}