{
  "_id": "6a1acb0c1d7bb097a09ddc23",
  "Package": "LACHESIS",
  "Title": "Functions used to analyze early tumor evolution from whole\ngenome sequencing data",
  "Version": "1.1.0",
  "Authors@R": "c(\nperson(given = \"Verena\",\nfamily = \"Körber\",\nrole = c(\"aut\", \"cre\"),\nemail = \"verena.korber@ndcls.ox.ac.uk\",\ncomment = c(ORCID = \"0009-0005-3888-2648\")),\nperson(given = \"Anand\",\nfamily = \"Mayakonda\",\nrole = c(\"aut\"),\nemail = \"a.mayakonda@kitz-heidelberg.de\"),\nperson(given = \"Maximilia\",\nfamily = \"Eggle\",\nrole = c(\"aut\"),\nemail = \"maximilia.eggle@kitz-heidelberg.de\"))",
  "Description": "This package provides modalities to analyze tumor\nevolution from whole genome sequencing data. In particular, it\nprovides estimates of mutation densities at genomic segments\nand uses these to time the origin of the tumor.",
  "License": "GPL (>= 3)",
  "Copyright": "Verena Körber, Anand Mayakonda, Maximilia Eggle (2025)",
  "Encoding": "UTF-8",
  "Roxygen": "list(markdown = TRUE)",
  "biocViews": "Software, StatisticalMethod, TimeCourse, Sequencing,\nWholeGenome, Survival, SomaticMutation",
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  "URL": "https://github.com/VerenaK90/LACHESIS",
  "BugReports": "https://github.com/VerenaK90/LACHESIS/issues",
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  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 13:05:56 UTC",
  "RemoteUrl": "https://github.com/bioc/LACHESIS",
  "RemoteRef": "HEAD",
  "RemoteSha": "1b25ebaaaa1f26572d1cf19d2391e0316549eb7a",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-30 07:55:37 UTC",
    "User": "root"
  },
  "Author": "Verena Körber [aut, cre] (ORCID:\n<https://orcid.org/0009-0005-3888-2648>),\nAnand Mayakonda [aut],\nMaximilia Eggle [aut]",
  "Maintainer": "Verena Körber <verena.korber@ndcls.ox.ac.uk>",
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  "_created": "2026-05-30T07:55:37.000Z",
  "_published": "2026-05-30T11:33:32.021Z",
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    "email": "verena.korber@ndcls.ox.ac.uk"
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    "manual.pdf"
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  "_exports": [
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    "clonalMutationCounter",
    "estimateClonality",
    "LACHESIS",
    "MRCA",
    "nbImport",
    "normalizeCounts",
    "plotClinicalCorrelations",
    "plotClonality",
    "plotDiseaseTrajectories",
    "plotLachesis",
    "plotMutationDensities",
    "plotNB",
    "plotSurvival",
    "plotVAFdistr",
    "readCNV",
    "readVCF"
  ],
  "_help": [
    {
      "page": "classifyLACHESIS",
      "title": "Classify a tumor's start of clonal outgrowth during tumorigenesis as \"Early MRCA\" or \"Late MRCA\" (favorable/ unfavorable prognosis) depending on the mutation density at its MRCA",
      "topics": [
        "classifyLACHESIS"
      ]
    },
    {
      "page": "clonalMutationCounter",
      "title": "Count clonal mutations on one or several chromosomal copies",
      "topics": [
        "clonalMutationCounter"
      ]
    },
    {
      "page": "estimateClonality",
      "title": "Assigning clonality status to every SNV",
      "topics": [
        "estimateClonality"
      ]
    },
    {
      "page": "LACHESIS",
      "title": "Run MRCA density estimation for a set of tumors",
      "topics": [
        "LACHESIS"
      ]
    },
    {
      "page": "MRCA",
      "title": "Compute mutation densities at ECA and MRCA",
      "topics": [
        "MRCA"
      ]
    },
    {
      "page": "nbImport",
      "title": "Combine CNVs and SNVs",
      "topics": [
        "nbImport"
      ]
    },
    {
      "page": "normalizeCounts",
      "title": "Normalize clonal mutation counts",
      "topics": [
        "normalizeCounts"
      ]
    },
    {
      "page": "plotClinicalCorrelations",
      "title": "Correlate SNV density at ECA/MRCA with clinical parameters such as age, OS, etc.",
      "topics": [
        "plotClinicalCorrelations"
      ]
    },
    {
      "page": "plotClonality",
      "title": "Plotting assigned clonality status for every SNV by chromosome",
      "topics": [
        "plotClonality"
      ]
    },
    {
      "page": "plotDiseaseTrajectories",
      "title": "Plot the disease trajectories in a cohort.",
      "topics": [
        "plotDiseaseTrajectories"
      ]
    },
    {
      "page": "plotLachesis",
      "title": "Plot SNV densities at ECA and MRCA",
      "topics": [
        "plotLachesis"
      ]
    },
    {
      "page": "plotMutationDensities",
      "title": "Plot normalized mutation density at copy number gain and MRCA per segment",
      "topics": [
        "plotMutationDensities"
      ]
    },
    {
      "page": "plotNB",
      "title": "Plot VAF distribution per copy number",
      "topics": [
        "plotNB"
      ]
    },
    {
      "page": "plotSurvival",
      "title": "Correlate SNV density timing at MRCA with Survival",
      "topics": [
        "plotSurvival"
      ]
    },
    {
      "page": "plotVAFdistr",
      "title": "Plot histogram of VAF distribution",
      "topics": [
        "plotVAFdistr"
      ]
    },
    {
      "page": "readCNV",
      "title": "Converts a user-specified bed-file with copy number information into a standardized format that can be used as input for downstream analysis",
      "topics": [
        "readCNV"
      ]
    },
    {
      "page": "readVCF",
      "title": "Import a VCF file and extract read count",
      "topics": [
        "readVCF"
      ]
    }
  ],
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  "_vignettes": [
    {
      "source": "vignette_LACHESIS.Rmd",
      "filename": "vignette_LACHESIS.html",
      "title": "LACHESIS - Real-time inference of evolutionary dynamics during tumor initiation based on whole genome sequencing data",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Installation",
        "Citation",
        "Input Data",
        "Copy Number Variation (CNV) File",
        "Single Nucleotide Variant (SNV) File",
        "Package Output",
        "Datatables (.txt)",
        "Graphs (.pdf)",
        "Structure",
        "LACHESIS Main Workflow",
        "Importing Data",
        "Importing Copy Number Information (readCNV)",
        "Handling Missing Allele Information",
        "Input",
        "Output",
        "Example using output from ACESeq as copy number information",
        "Example using output from ASCAT as copy number information",
        "Example using output from PURPLE as copy number information",
        "Importing Variant Information (readVCF)",
        "Example: SNV calls obtained with Mutect",
        "Example: SNV calls obtained with Strelka",
        "Example: SNV calls obtained with the dkfz SNV calling workflow",
        "Plotting Variant Allele Frequencies (plotVAFdistr)",
        "Example",
        "Assigning copy number states to single nucleotide variants (nbImport)",
        "Assignment of mutational signatures",
        "Example using all variants from vcf file",
        "Example using variants associated with specific SBS mutational signatures from vcf file",
        "Plotting Imported Data (plotNB)",
        "Example using variants assosciated with specific SBS mutational signatures from vcf file",
        "Processing Clonal Mutations",
        "Counting Clonal Mutations (ClonalMutationalCounter)",
        "Normalizing Clonal Mutation Counts (normalizeCounts)",
        "Inferring Clonal Evolution",
        "Estimating Mutation Densities at ECA/MRCA (MRCA)",
        "Input Parameters",
        "Plotting Mutation Densities (plotMutationalDensities)",
        "Estimating Clonality per SNV (estimateClonality)",
        "Plotting Clonality per SNV (plotClonality)",
        "LACHESIS Wrapper Function",
        "Example with vectors",
        "Example with tab-delimited sample-specification file",
        "Example with multiple sample and data frame input",
        "Plotting Cohort Analysis (plotLACHESIS)",
        "Plotting Clinical Correlations (plotClinicalCorrelations)",
        "Plotting Disease Trajectories (plotDiseaseTrajectories)",
        "Plotting Survival (plotSurvival)",
        "Classifying Tumor Evolution (classifyLACHESIS)",
        "Quality control/ Filtering",
        "Hypermutants",
        "Ploidy and purity",
        "VAF distribution",
        "Positive Example",
        "Negative Example",
        "Warning Messages",
        "readCNV",
        "nbImport",
        "MRCA",
        "LACHESIS",
        "plotLachesis",
        "plotLachesis, plotClinicalCorrelations, plotSurvival",
        "plotSurvival",
        "How To Get Help",
        "Session Info"
      ],
      "created": "2025-01-22 15:55:55",
      "modified": "2026-03-16 15:45:45",
      "commits": 15
    }
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