{
  "_id": "6a1033a0acfb0bcc41c986e9",
  "Package": "scPipe",
  "Title": "Pipeline for single cell multi-omic data pre-processing",
  "Date": "2022-10-12",
  "Version": "2.13.1",
  "Type": "Package",
  "Authors@R": "c(person(\"Luyi\", \"Tian\", role=c(\"aut\"), email=\"tian.l@wehi.edu.au\"),\nperson(\"Shian\", \"Su\", role=c(\"aut\", \"cre\"), email=\"su.s@wehi.edu.au\"),\nperson(\"Shalin\", \"Naik\", role=c(\"ctb\"), email=\"naik.s@wehi.edu.au\"),\nperson(\"Shani\", \"Amarasinghe\", role=c(\"aut\"), email=\"amarasinghe.s@wehi.edu.au\"),\nperson(\"Oliver\", \"Voogd\", role=c(\"aut\"), email=\"voogd.o@wehi.edu.au\"),\nperson(\"Phil\", \"Yang\", role=c(\"aut\"), email=\"yang.p@wehi.edu.au\"),\nperson(\"Matthew\", \"Ritchie\", role=c(\"ctb\"), email=\"mritchie@wehi.edu.au\"))",
  "biocViews": "ImmunoOncology, Software, Sequencing, RNASeq,\nGeneExpression, SingleCell, Visualization, SequenceMatching,\nPreprocessing, QualityControl, GenomeAnnotation, DataImport",
  "Description": "A preprocessing pipeline for single cell RNA-seq/ATAC-seq\ndata that starts from the fastq files and produces a feature\ncount matrix with associated quality control information. It\ncan process fastq data generated by CEL-seq, MARS-seq,\nDrop-seq, Chromium 10x and SMART-seq protocols.",
  "SystemRequirements": "C++11, GNU make",
  "License": "GPL (>= 2)",
  "Encoding": "UTF-8",
  "RoxygenNote": "7.2.3",
  "NeedsCompilation": "yes",
  "URL": "https://github.com/LuyiTian/scPipe",
  "BugReports": "https://github.com/LuyiTian/scPipe",
  "VignetteBuilder": "knitr",
  "Config/pak/sysreqs": "cmake make libbz2-dev libicu-dev liblzma-dev\nlibpng-dev libuv1-dev libxml2-dev libssl-dev python3 xz-utils\nzlib1g-dev",
  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-30 01:07:43 UTC",
  "RemoteUrl": "https://github.com/bioc/scPipe",
  "RemoteRef": "HEAD",
  "RemoteSha": "c50861285ed446eae282ff87e25be09e11fe9d21",
  "Packaged": {
    "Date": "2026-05-22 10:22:09 UTC",
    "User": "root"
  },
  "Author": "Luyi Tian [aut],\nShian Su [aut, cre],\nShalin Naik [ctb],\nShani Amarasinghe [aut],\nOliver Voogd [aut],\nPhil Yang [aut],\nMatthew Ritchie [ctb]",
  "Maintainer": "Shian Su <su.s@wehi.edu.au>",
  "MD5sum": "8fa80037c49fc05930d540680bc3134c",
  "_user": "bioc",
  "_type": "src",
  "_file": "scPipe_2.13.1.tar.gz",
  "_fileid": "62634c1f5ee6e3fbac2073581698228254d7e5a801337b5d61f102948fb0abbb",
  "_filesize": 13533113,
  "_sha256": "62634c1f5ee6e3fbac2073581698228254d7e5a801337b5d61f102948fb0abbb",
  "_created": "2026-05-22T10:22:09.000Z",
  "_published": "2026-05-22T10:44:48.762Z",
  "_jobs": [
    {
      "job": 77361381684,
      "time": 325,
      "config": "bioc-checks",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7158364744"
    },
    {
      "job": 77361381618,
      "time": 549,
      "config": "linux-devel-arm64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7158430781"
    },
    {
      "job": 77361381623,
      "time": 816,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7158509327"
    },
    {
      "job": 77361381670,
      "time": 530,
      "config": "linux-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7158425635"
    },
    {
      "job": 77361381746,
      "time": 609,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7158448544"
    },
    {
      "job": 77361381637,
      "time": 515,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7158420581"
    },
    {
      "job": 77361381604,
      "time": 1053,
      "config": "macos-oldrel-x86_64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7158577749"
    },
    {
      "job": 77361381689,
      "time": 412,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7158390411"
    },
    {
      "job": 77361381606,
      "time": 1240,
      "config": "macos-release-x86_64",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7158630506"
    },
    {
      "job": 77359964528,
      "time": 587,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7158269657"
    },
    {
      "job": 77361381645,
      "time": 379,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "FAIL",
      "artifact": ""
    },
    {
      "job": 77361381590,
      "time": 662,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "7158464763"
    },
    {
      "job": 77361381646,
      "time": 607,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "7158448608"
    },
    {
      "job": 77361381639,
      "time": 774,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "NOTE",
      "artifact": "7158497315"
    }
  ],
  "_bioccheck": {
    "error": 1,
    "warning": 1,
    "note": 12
  },
  "_buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/bioc/scPipe",
  "_commit": {
    "id": "c50861285ed446eae282ff87e25be09e11fe9d21",
    "author": "shians <registertonysu@gmail.com>",
    "committer": "shians <registertonysu@gmail.com>",
    "message": "Version bump to v2.13.1\n",
    "time": 1777511263
  },
  "_maintainer": {
    "name": "Shian Su",
    "email": "su.s@wehi.edu.au",
    "login": "shians",
    "description": "Bioinformatician with an interest in high-throughput genomics and epigenomics. Experienced in R and C++.",
    "uuid": 6036662
  },
  "_distro": "noble",
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.2.0",
      "role": "Depends"
    },
    {
      "package": "SingleCellExperiment",
      "role": "Depends"
    },
    {
      "package": "Rcpp",
      "role": "LinkingTo"
    },
    {
      "package": "Rhtslib",
      "version": ">= 1.13.1",
      "role": "LinkingTo"
    },
    {
      "package": "testthat",
      "role": "LinkingTo"
    },
    {
      "package": "AnnotationDbi",
      "role": "Imports"
    },
    {
      "package": "basilisk",
      "role": "Imports"
    },
    {
      "package": "BiocGenerics",
      "role": "Imports"
    },
    {
      "package": "biomaRt",
      "role": "Imports"
    },
    {
      "package": "Biostrings",
      "role": "Imports"
    },
    {
      "package": "data.table",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "DropletUtils",
      "role": "Imports"
    },
    {
      "package": "flexmix",
      "role": "Imports"
    },
    {
      "package": "GenomicRanges",
      "role": "Imports"
    },
    {
      "package": "GenomicAlignments",
      "role": "Imports"
    },
    {
      "package": "GGally",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "glue",
      "version": ">= 1.3.0",
      "role": "Imports"
    },
    {
      "package": "grDevices",
      "role": "Imports"
    },
    {
      "package": "graphics",
      "role": "Imports"
    },
    {
      "package": "hash",
      "role": "Imports"
    },
    {
      "package": "IRanges",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "MASS",
      "role": "Imports"
    },
    {
      "package": "Matrix",
      "version": ">= 1.5.0",
      "role": "Imports"
    },
    {
      "package": "mclust",
      "role": "Imports"
    },
    {
      "package": "methods",
      "role": "Imports"
    },
    {
      "package": "MultiAssayExperiment",
      "role": "Imports"
    },
    {
      "package": "org.Hs.eg.db",
      "role": "Imports"
    },
    {
      "package": "org.Mm.eg.db",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "Rcpp",
      "version": ">= 0.11.3",
      "role": "Imports"
    },
    {
      "package": "reshape",
      "role": "Imports"
    },
    {
      "package": "reticulate",
      "role": "Imports"
    },
    {
      "package": "Rhtslib",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "robustbase",
      "role": "Imports"
    },
    {
      "package": "Rsamtools",
      "role": "Imports"
    },
    {
      "package": "Rsubread",
      "role": "Imports"
    },
    {
      "package": "rtracklayer",
      "role": "Imports"
    },
    {
      "package": "SummarizedExperiment",
      "role": "Imports"
    },
    {
      "package": "S4Vectors",
      "role": "Imports"
    },
    {
      "package": "scales",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "tools",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "vctrs",
      "version": ">= 0.5.2",
      "role": "Imports"
    },
    {
      "package": "BiocStyle",
      "role": "Suggests"
    },
    {
      "package": "DT",
      "role": "Suggests"
    },
    {
      "package": "GenomicFeatures",
      "role": "Suggests"
    },
    {
      "package": "grid",
      "role": "Suggests"
    },
    {
      "package": "igraph",
      "role": "Suggests"
    },
    {
      "package": "kableExtra",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "locStra",
      "role": "Suggests"
    },
    {
      "package": "plotly",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "RColorBrewer",
      "role": "Suggests"
    },
    {
      "package": "readr",
      "role": "Suggests"
    },
    {
      "package": "reshape2",
      "role": "Suggests"
    },
    {
      "package": "RANN",
      "role": "Suggests"
    },
    {
      "package": "shiny",
      "role": "Suggests"
    },
    {
      "package": "scater",
      "version": ">= 1.11.0",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    },
    {
      "package": "xml2",
      "role": "Suggests"
    },
    {
      "package": "umap",
      "role": "Suggests"
    }
  ],
  "_owner": "bioc",
  "_selfowned": true,
  "_usedby": 1,
  "_updates": [
    {
      "week": "2026-18",
      "n": 3
    }
  ],
  "_tags": [],
  "_bioc": [
    {
      "branch": "devel",
      "version": "2.13.1",
      "bioc": "3.24"
    },
    {
      "branch": "release",
      "version": "2.12.0",
      "bioc": "3.23"
    }
  ],
  "_topics": [
    "immunooncology",
    "software",
    "sequencing",
    "rnaseq",
    "geneexpression",
    "singlecell",
    "visualization",
    "sequencematching",
    "preprocessing",
    "qualitycontrol",
    "genomeannotation",
    "dataimport",
    "curl",
    "bzip2",
    "xz-utils",
    "zlib",
    "cpp"
  ],
  "_stars": 67,
  "_contributors": [
    {
      "user": "shians",
      "count": 442,
      "uuid": 6036662
    },
    {
      "user": "luyitian",
      "count": 230,
      "uuid": 3377891
    },
    {
      "user": "olivervoogd",
      "count": 125,
      "uuid": 51314988
    },
    {
      "user": "shaniamare",
      "count": 79,
      "uuid": 43805905
    },
    {
      "user": "nturaga",
      "count": 14,
      "uuid": 2746443
    },
    {
      "user": "petehaitch",
      "count": 8,
      "uuid": 1049741
    },
    {
      "user": "mritchie",
      "count": 7,
      "uuid": 965474
    },
    {
      "user": "hpages",
      "count": 6,
      "uuid": 8810451
    },
    {
      "user": "philyang07",
      "count": 3,
      "uuid": 48355111
    },
    {
      "user": "jwokaty",
      "count": 2,
      "uuid": 1744257
    },
    {
      "user": "vobencha",
      "count": 2,
      "uuid": 2466173
    },
    {
      "user": "kayla-morrell",
      "count": 1,
      "uuid": 32339524
    },
    {
      "user": "link-ny",
      "count": 1,
      "uuid": 4392950
    },
    {
      "user": "hy-yang",
      "count": 1,
      "uuid": 52733913
    }
  ],
  "_userbio": {
    "uuid": 2286807,
    "type": "organization",
    "name": "Bioconductor",
    "description": "Software for the analysis and comprehension of high-throughput genomic data"
  },
  "_downloads": {
    "count": 485,
    "source": "https://www.bioconductor.org/packages/stats/bioc/scPipe"
  },
  "_mentions": 7,
  "_devurl": "https://github.com/luyitian/scpipe",
  "_searchresults": 90,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/readme.html",
    "extra/readme.md",
    "extra/scPipe.html",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/luyitian/scpipe",
  "_realowner": "bioc",
  "_cranurl": false,
  "_exports": [
    "anno_import",
    "anno_to_saf",
    "calculate_QC_metrics",
    "convert_geneid",
    "create_processed_report",
    "create_report",
    "create_sce_by_dir",
    "demultiplex_info",
    "demultiplex_info.sce",
    "demultiplex_info<-",
    "detect_outlier",
    "feature_info",
    "feature_info.sce",
    "feature_info<-",
    "feature_type",
    "feature_type.sce",
    "feature_type<-",
    "gene_id_type",
    "gene_id_type.sce",
    "gene_id_type<-",
    "get_ercc_anno",
    "get_genes_by_GO",
    "get_read_str",
    "organism",
    "organism.sce",
    "organism<-",
    "plot_demultiplex",
    "plot_mapping",
    "plot_QC_pairs",
    "plot_UMI_dup",
    "QC_metrics",
    "QC_metrics.sce",
    "QC_metrics<-",
    "remove_outliers",
    "sc_aligning",
    "sc_atac_bam_tagging",
    "sc_atac_cell_calling",
    "sc_atac_create_cell_qc_metrics",
    "sc_atac_create_fragments",
    "sc_atac_create_report",
    "sc_atac_create_sce",
    "sc_atac_emptydrops_cell_calling",
    "sc_atac_feature_counting",
    "sc_atac_filter_cell_calling",
    "sc_atac_peak_calling",
    "sc_atac_pipeline",
    "sc_atac_plot_cells_per_feature",
    "sc_atac_plot_features_per_cell",
    "sc_atac_plot_features_per_cell_ordered",
    "sc_atac_plot_fragments_cells_per_feature",
    "sc_atac_plot_fragments_features_per_cell",
    "sc_atac_plot_fragments_per_cell",
    "sc_atac_plot_fragments_per_feature",
    "sc_atac_remove_duplicates",
    "sc_atac_tfidf",
    "sc_atac_trim_barcode",
    "sc_correct_bam_bc",
    "sc_count_aligned_bam",
    "sc_demultiplex",
    "sc_demultiplex_and_count",
    "sc_detect_bc",
    "sc_exon_mapping",
    "sc_gene_counting",
    "sc_get_umap_data",
    "sc_integrate",
    "sc_interactive_umap_plot",
    "sc_mae_plot_umap",
    "sc_trim_barcode",
    "TF.IDF.custom",
    "UMI_dup_info",
    "UMI_dup_info.sce",
    "UMI_dup_info<-"
  ],
  "_datasets": [
    {
      "name": "cell_barcode_matching",
      "title": "cell barcode demultiplex statistics for a small sample scRNA-seq dataset to demonstrate capabilities of scPipe",
      "object": "sc_sample_qc",
      "file": "sc_sample_qc.RData",
      "class": [
        "data.frame"
      ],
      "fields": [
        "status",
        "count"
      ],
      "rows": 6,
      "table": true,
      "tojson": true
    },
    {
      "name": "sc_sample_data",
      "title": "a small sample scRNA-seq counts dataset to demonstrate capabilities of scPipe",
      "object": "sc_sample_data",
      "file": "sc_sample_data.RData",
      "class": [
        "matrix",
        "array"
      ],
      "fields": [
        "A1",
        "A10",
        "A11",
        "A12",
        "A13",
        "A14",
        "A15",
        "A16",
        "A17",
        "A18",
        "A19",
        "A2",
        "A20",
        "A21",
        "A22",
        "A23",
        "A24",
        "A3",
        "A4",
        "A5",
        "A6",
        "A7",
        "A8",
        "A9",
        "B1",
        "B10",
        "B11",
        "B12",
        "B13",
        "B14",
        "B15",
        "B16",
        "B17",
        "B18",
        "B19",
        "B2",
        "B20",
        "B21",
        "B22",
        "B23",
        "B24",
        "B3",
        "B4",
        "B5",
        "B6",
        "B7",
        "B8",
        "B9",
        "C1",
        "C10",
        "C11",
        "C12",
        "C13",
        "C14",
        "C15",
        "C16",
        "C17",
        "C18",
        "C19",
        "C2",
        "C20",
        "C21",
        "C22",
        "C23",
        "C24",
        "C3",
        "C4",
        "C5",
        "C6",
        "C7",
        "C8",
        "C9",
        "D1",
        "D10",
        "D11",
        "D12",
        "D13",
        "D14",
        "D15",
        "D16",
        "D17",
        "D18",
        "D19",
        "D2",
        "D20",
        "D21",
        "D22",
        "D23",
        "D24",
        "D3",
        "D4",
        "D5",
        "D6",
        "D7",
        "D8",
        "D9",
        "E1",
        "E10",
        "E11",
        "E12",
        "E13",
        "E14",
        "E15",
        "E16",
        "E17",
        "E18",
        "E19",
        "E2",
        "E20",
        "E21",
        "E22",
        "E23",
        "E24",
        "E3",
        "E4",
        "E5",
        "E6",
        "E7",
        "E8",
        "E9",
        "F1",
        "F10",
        "F11",
        "F12",
        "F13",
        "F14",
        "F15",
        "F16",
        "F17",
        "F18",
        "F19",
        "F2",
        "F20",
        "F21",
        "F22",
        "F23",
        "F24",
        "F3",
        "F4",
        "F5",
        "F6",
        "F7",
        "F8",
        "F9",
        "G1",
        "G10",
        "G11",
        "G12",
        "G13",
        "G14",
        "G15",
        "G16",
        "G17",
        "G18",
        "G19",
        "G2",
        "G20",
        "G21",
        "G22",
        "G23",
        "G24",
        "G3",
        "G4",
        "G5",
        "G6",
        "G7",
        "G8",
        "G9",
        "H1",
        "H10",
        "H11",
        "H12",
        "H13",
        "H14",
        "H15",
        "H16",
        "H17",
        "H18",
        "H19",
        "H2",
        "H20",
        "H21",
        "H22",
        "H23",
        "H24",
        "H3",
        "H4",
        "H5",
        "H6",
        "H7",
        "H8",
        "H9",
        "I1",
        "I10",
        "I11",
        "I12",
        "I13",
        "I14",
        "I15",
        "I16",
        "I17",
        "I18",
        "I19",
        "I2",
        "I20",
        "I21",
        "I22",
        "I23",
        "I24",
        "I3",
        "I4",
        "I5",
        "I6",
        "I7",
        "I8",
        "I9",
        "J1",
        "J10",
        "J11",
        "J12",
        "J13",
        "J14",
        "J15",
        "J16",
        "J17",
        "J18",
        "J19",
        "J2",
        "J20",
        "J21",
        "J22",
        "J23",
        "J24",
        "J3",
        "J4",
        "J5",
        "J6",
        "J7",
        "J8",
        "J9",
        "K1",
        "K10",
        "K11",
        "K12",
        "K13",
        "K14",
        "K15",
        "K16",
        "K17",
        "K18",
        "K19",
        "K2",
        "K20",
        "K21",
        "K22",
        "K23",
        "K24",
        "K3",
        "K4",
        "K5",
        "K6",
        "K7",
        "K8",
        "K9",
        "L1",
        "L10",
        "L11",
        "L12",
        "L13",
        "L14",
        "L15",
        "L16",
        "L17",
        "L18",
        "L19",
        "L2",
        "L20",
        "L21",
        "L22",
        "L23",
        "L24",
        "L3",
        "L4",
        "L5",
        "L6",
        "L7",
        "L8",
        "L9",
        "M1",
        "M10",
        "M11",
        "M12",
        "M13",
        "M14",
        "M15",
        "M16",
        "M17",
        "M18",
        "M2",
        "M20",
        "M21",
        "M22",
        "M23",
        "M24",
        "M3",
        "M4",
        "M5",
        "M6",
        "M7",
        "M8",
        "M9",
        "N1",
        "N10",
        "N11",
        "N12",
        "N13",
        "N14",
        "N15",
        "N16",
        "N17",
        "N18",
        "N19",
        "N2",
        "N20",
        "N21",
        "N22",
        "N23",
        "N24",
        "N3",
        "N4",
        "N5",
        "N6",
        "N7",
        "N8",
        "N9",
        "O1",
        "O10",
        "O11",
        "O12",
        "O13",
        "O14",
        "O15",
        "O16",
        "O17",
        "O18",
        "O19",
        "O2",
        "O20",
        "O21",
        "O22",
        "O23",
        "O24",
        "O3",
        "O4",
        "O5",
        "O6",
        "O7",
        "O8",
        "O9",
        "P1",
        "P10",
        "P11",
        "P12",
        "P13",
        "P14",
        "P15",
        "P16",
        "P17",
        "P18",
        "P19",
        "P2",
        "P20",
        "P21",
        "P22",
        "P23",
        "P24",
        "P3",
        "P4",
        "P5",
        "P6",
        "P7",
        "P8",
        "P9"
      ],
      "rows": 1000,
      "table": true,
      "tojson": true
    },
    {
      "name": "sc_sample_qc",
      "title": "quality control information for a small sample scRNA-seq dataset to demonstrate capabilities of scPipe.",
      "object": "sc_sample_qc",
      "file": "sc_sample_qc.RData",
      "class": [
        "data.frame"
      ],
      "fields": [
        "unaligned",
        "aligned_unmapped",
        "mapped_to_exon",
        "mapped_to_intron",
        "ambiguous_mapping",
        "mapped_to_ERCC",
        "mapped_to_MT",
        "total_count_per_cell",
        "number_of_genes",
        "non_ERCC_percent",
        "non_mt_percent",
        "non_ribo_percent"
      ],
      "rows": 383,
      "table": true,
      "tojson": true
    },
    {
      "name": "UMI_duplication",
      "title": "UMI duplication statistics for a small sample scRNA-seq dataset to demonstrate capabilities of scPipe",
      "object": "sc_sample_qc",
      "file": "sc_sample_qc.RData",
      "class": [
        "data.frame"
      ],
      "fields": [
        "duplication.number",
        "count"
      ],
      "rows": 1001,
      "table": true,
      "tojson": true
    }
  ],
  "_help": [
    {
      "page": "dot-qq_outliers_robust",
      "title": "Detect outliers based on robust linear regression of QQ plot",
      "topics": [
        ".qq_outliers_robust"
      ]
    },
    {
      "page": "anno_import",
      "title": "Import gene annotation",
      "topics": [
        "anno_import"
      ]
    },
    {
      "page": "anno_to_saf",
      "title": "Convert annotation from GenomicRanges to Simple Annotation Format (SAF)",
      "topics": [
        "anno_to_saf"
      ]
    },
    {
      "page": "calculate_QC_metrics",
      "title": "Calculate QC metrics from gene count matrix",
      "topics": [
        "calculate_QC_metrics"
      ]
    },
    {
      "page": "cell_barcode_matching",
      "title": "cell barcode demultiplex statistics for a small sample scRNA-seq dataset to demonstrate capabilities of scPipe",
      "topics": [
        "cell_barcode_matching"
      ]
    },
    {
      "page": "check_barcode_start_position",
      "title": "Check Valid Barcode Start Position",
      "topics": [
        "check_barcode_start_position"
      ]
    },
    {
      "page": "convert_geneid",
      "title": "convert the gene ids of a SingleCellExperiment object",
      "topics": [
        "convert_geneid"
      ]
    },
    {
      "page": "create_processed_report",
      "title": "create_processed_report",
      "topics": [
        "create_processed_report"
      ]
    },
    {
      "page": "create_report",
      "title": "create_report",
      "topics": [
        "create_report"
      ]
    },
    {
      "page": "create_sce_by_dir",
      "title": "create a SingleCellExperiment object from data folder generated by preprocessing step",
      "topics": [
        "create_sce_by_dir"
      ]
    },
    {
      "page": "demultiplex_info",
      "title": "demultiplex_info",
      "topics": [
        "demultiplex_info",
        "demultiplex_info,SingleCellExperiment-method",
        "demultiplex_info.sce",
        "demultiplex_info<-",
        "demultiplex_info<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "detect_outlier",
      "title": "Detect outliers based on QC metrics",
      "topics": [
        "detect_outlier"
      ]
    },
    {
      "page": "feature_info",
      "title": "Get or set 'feature_info' from a SingleCellExperiment object",
      "topics": [
        "feature_info",
        "feature_info,SingleCellExperiment-method",
        "feature_info.sce",
        "feature_info<-",
        "feature_info<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "feature_type",
      "title": "Get or set 'feature_type' from a SingleCellExperiment object",
      "topics": [
        "feature_type",
        "feature_type,SingleCellExperiment-method",
        "feature_type.sce",
        "feature_type<-",
        "feature_type<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "gene_id_type",
      "title": "Get or set 'gene_id_type' from a SingleCellExperiment object",
      "topics": [
        "gene_id_type",
        "gene_id_type,SingleCellExperiment-method",
        "gene_id_type.sce",
        "gene_id_type<-",
        "gene_id_type<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "get_chromosomes",
      "title": "Get Chromosomes",
      "topics": [
        "get_chromosomes"
      ]
    },
    {
      "page": "get_ercc_anno",
      "title": "Get ERCC annotation table",
      "topics": [
        "get_ercc_anno"
      ]
    },
    {
      "page": "get_genes_by_GO",
      "title": "Get genes related to certain GO terms from biomart database",
      "topics": [
        "get_genes_by_GO"
      ]
    },
    {
      "page": "get_read_str",
      "title": "Get read structure for particular scRNA-seq protocol",
      "topics": [
        "get_read_str"
      ]
    },
    {
      "page": "organism",
      "title": "Get or set 'organism' from a SingleCellExperiment object",
      "topics": [
        "organism",
        "organism,SingleCellExperiment-method",
        "organism.sce",
        "organism<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "plot_demultiplex",
      "title": "plot_demultiplex",
      "topics": [
        "plot_demultiplex"
      ]
    },
    {
      "page": "plot_mapping",
      "title": "Plot mapping statistics for 'SingleCellExperiment' object.",
      "topics": [
        "plot_mapping"
      ]
    },
    {
      "page": "plot_QC_pairs",
      "title": "Plot GGAlly pairs plot of QC statistics from 'SingleCellExperiment' object",
      "topics": [
        "plot_QC_pairs"
      ]
    },
    {
      "page": "plot_UMI_dup",
      "title": "Plot UMI duplication frequency",
      "topics": [
        "plot_UMI_dup"
      ]
    },
    {
      "page": "QC_metrics",
      "title": "Get or set quality control metrics in a SingleCellExperiment object",
      "topics": [
        "QC_metrics",
        "QC_metrics,SingleCellExperiment-method",
        "QC_metrics.sce",
        "QC_metrics<-",
        "QC_metrics<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "read_cells",
      "title": "Read Cell barcode file",
      "topics": [
        "read_cells"
      ]
    },
    {
      "page": "remove_outliers",
      "title": "Remove outliers in 'SingleCellExperiment'",
      "topics": [
        "remove_outliers"
      ]
    },
    {
      "page": "sc_aligning",
      "title": "aligning the demultiplexed FASTQ reads using the Rsubread:align()",
      "topics": [
        "sc_aligning"
      ]
    },
    {
      "page": "sc_atac_bam_tagging",
      "title": "BAM tagging",
      "topics": [
        "sc_atac_bam_tagging"
      ]
    },
    {
      "page": "sc_atac_cell_calling",
      "title": "identifying true vs empty cells",
      "topics": [
        "sc_atac_cell_calling"
      ]
    },
    {
      "page": "sc_atac_create_cell_qc_metrics",
      "title": "generating a file useful for producing the qc plots",
      "topics": [
        "sc_atac_create_cell_qc_metrics"
      ]
    },
    {
      "page": "sc_atac_create_fragments",
      "title": "Generating the popular fragments for scATAC-Seq data",
      "topics": [
        "sc_atac_create_fragments"
      ]
    },
    {
      "page": "sc_atac_create_report",
      "title": "HTML report generation",
      "topics": [
        "sc_atac_create_report"
      ]
    },
    {
      "page": "sc_atac_create_sce",
      "title": "sc_atac_create_sce()",
      "topics": [
        "sc_atac_create_sce"
      ]
    },
    {
      "page": "sc_atac_emptydrops_cell_calling",
      "title": "empty drops cell calling",
      "topics": [
        "sc_atac_emptydrops_cell_calling"
      ]
    },
    {
      "page": "sc_atac_feature_counting",
      "title": "generating the feature by cell matrix",
      "topics": [
        "sc_atac_feature_counting"
      ]
    },
    {
      "page": "sc_atac_filter_cell_calling",
      "title": "filter cell calling",
      "topics": [
        "sc_atac_filter_cell_calling"
      ]
    },
    {
      "page": "sc_atac_peak_calling",
      "title": "sc_atac_peak_calling()",
      "topics": [
        "sc_atac_peak_calling"
      ]
    },
    {
      "page": "sc_atac_pipeline",
      "title": "A convenient function for running the entire pipeline",
      "topics": [
        "sc_atac_pipeline"
      ]
    },
    {
      "page": "sc_atac_pipeline_quick_test",
      "title": "A function that tests the pipeline on a small test sample (without duplicate removal)",
      "topics": [
        "sc_atac_pipeline_quick_test"
      ]
    },
    {
      "page": "sc_atac_plot_cells_per_feature",
      "title": "A histogram of the log-number of cells per feature",
      "topics": [
        "sc_atac_plot_cells_per_feature"
      ]
    },
    {
      "page": "sc_atac_plot_features_per_cell",
      "title": "A histogram of the log-number of features per cell",
      "topics": [
        "sc_atac_plot_features_per_cell"
      ]
    },
    {
      "page": "sc_atac_plot_features_per_cell_ordered",
      "title": "Plot showing the number of features per cell in ascending order",
      "topics": [
        "sc_atac_plot_features_per_cell_ordered"
      ]
    },
    {
      "page": "sc_atac_plot_fragments_cells_per_feature",
      "title": "A scatter plot of the log-number of fragments and log-number of cells per feature",
      "topics": [
        "sc_atac_plot_fragments_cells_per_feature"
      ]
    },
    {
      "page": "sc_atac_plot_fragments_features_per_cell",
      "title": "A scatter plot of the log-number of fragments and log-number of features per cell",
      "topics": [
        "sc_atac_plot_fragments_features_per_cell"
      ]
    },
    {
      "page": "sc_atac_plot_fragments_per_cell",
      "title": "A histogram of the log-number of fragments per cell",
      "topics": [
        "sc_atac_plot_fragments_per_cell"
      ]
    },
    {
      "page": "sc_atac_plot_fragments_per_feature",
      "title": "A histogram of the log-number of fragments per feature",
      "topics": [
        "sc_atac_plot_fragments_per_feature"
      ]
    },
    {
      "page": "sc_atac_remove_duplicates",
      "title": "Removing PCR duplicates using samtools",
      "topics": [
        "sc_atac_remove_duplicates"
      ]
    },
    {
      "page": "sc_atac_tfidf",
      "title": "generating the UMAPs for sc-ATAC-Seq preprocessed data",
      "topics": [
        "sc_atac_tfidf"
      ]
    },
    {
      "page": "sc_atac_trim_barcode",
      "title": "demultiplex raw single-cell ATAC-Seq fastq reads",
      "topics": [
        "sc_atac_trim_barcode"
      ]
    },
    {
      "page": "sc_correct_bam_bc",
      "title": "sc_correct_bam_bc",
      "topics": [
        "sc_correct_bam_bc"
      ]
    },
    {
      "page": "sc_count_aligned_bam",
      "title": "sc_count_aligned_bam",
      "topics": [
        "sc_count_aligned_bam"
      ]
    },
    {
      "page": "sc_demultiplex",
      "title": "sc_demultiplex",
      "topics": [
        "sc_demultiplex"
      ]
    },
    {
      "page": "sc_demultiplex_and_count",
      "title": "sc_demultiplex_and_count",
      "topics": [
        "sc_demultiplex_and_count"
      ]
    },
    {
      "page": "sc_detect_bc",
      "title": "sc_detect_bc",
      "topics": [
        "sc_detect_bc"
      ]
    },
    {
      "page": "sc_exon_mapping",
      "title": "sc_exon_mapping",
      "topics": [
        "sc_exon_mapping"
      ]
    },
    {
      "page": "sc_gene_counting",
      "title": "sc_gene_counting",
      "topics": [
        "sc_gene_counting"
      ]
    },
    {
      "page": "sc_get_umap_data",
      "title": "Generates UMAP data from sce object",
      "topics": [
        "sc_get_umap_data"
      ]
    },
    {
      "page": "sc_integrate",
      "title": "Integrate multi-omic scRNA-Seq and scATAC-Seq data into a MultiAssayExperiment",
      "topics": [
        "sc_integrate"
      ]
    },
    {
      "page": "sc_interactive_umap_plot",
      "title": "Produces an interactive UMAP plot via Shiny",
      "topics": [
        "sc_interactive_umap_plot"
      ]
    },
    {
      "page": "sc_mae_plot_umap",
      "title": "Generates UMAP of multiomic data",
      "topics": [
        "sc_mae_plot_umap"
      ]
    },
    {
      "page": "sc_sample_data",
      "title": "a small sample scRNA-seq counts dataset to demonstrate capabilities of scPipe",
      "topics": [
        "sc_sample_data"
      ]
    },
    {
      "page": "sc_sample_qc",
      "title": "quality control information for a small sample scRNA-seq dataset to demonstrate capabilities of scPipe.",
      "topics": [
        "sc_sample_qc"
      ]
    },
    {
      "page": "sc_trim_barcode",
      "title": "sc_trim_barcode",
      "topics": [
        "sc_trim_barcode"
      ]
    },
    {
      "page": "scPipe",
      "title": "scPipe - single cell RNA-seq pipeline",
      "topics": [
        "scPipe-package",
        "scPipe"
      ]
    },
    {
      "page": "TF.IDF.custom",
      "title": "Returns the TF-IDF normalised version of a binary matrix",
      "topics": [
        "TF.IDF.custom"
      ]
    },
    {
      "page": "UMI_dup_info",
      "title": "Get or set UMI duplication results in a SingleCellExperiment object",
      "topics": [
        "UMI_dup_info",
        "UMI_dup_info,SingleCellExperiment-method",
        "UMI_dup_info.sce",
        "UMI_dup_info<-",
        "UMI_dup_info<-,SingleCellExperiment-method"
      ]
    },
    {
      "page": "UMI_duplication",
      "title": "UMI duplication statistics for a small sample scRNA-seq dataset to demonstrate capabilities of scPipe",
      "topics": [
        "UMI_duplication"
      ]
    }
  ],
  "_readme": "https://github.com/bioc/scPipe/raw/HEAD/README.md",
  "_rundeps": [
    "abind",
    "AnnotationDbi",
    "askpass",
    "assorthead",
    "basilisk",
    "beachmat",
    "BH",
    "Biobase",
    "BiocBaseUtils",
    "BiocFileCache",
    "BiocGenerics",
    "BiocIO",
    "biocmake",
    "BiocParallel",
    "biomaRt",
    "Biostrings",
    "bit",
    "bit64",
    "bitops",
    "blob",
    "brio",
    "cachem",
    "callr",
    "cigarillo",
    "cli",
    "codetools",
    "cpp11",
    "crayon",
    "curl",
    "data.table",
    "DBI",
    "dbplyr",
    "DelayedArray",
    "DelayedMatrixStats",
    "DEoptimR",
    "desc",
    "diffobj",
    "dir.expiry",
    "dplyr",
    "dqrng",
    "DropletUtils",
    "edgeR",
    "evaluate",
    "farver",
    "fastmap",
    "filelock",
    "flexmix",
    "forcats",
    "formatR",
    "fs",
    "futile.logger",
    "futile.options",
    "generics",
    "GenomicAlignments",
    "GenomicRanges",
    "GGally",
    "ggplot2",
    "ggstats",
    "glue",
    "gtable",
    "h5mread",
    "hash",
    "HDF5Array",
    "here",
    "hms",
    "httr",
    "httr2",
    "IRanges",
    "isoband",
    "jsonlite",
    "KEGGREST",
    "labeling",
    "lambda.r",
    "lattice",
    "lifecycle",
    "limma",
    "locfit",
    "magrittr",
    "MASS",
    "Matrix",
    "MatrixGenerics",
    "matrixStats",
    "mclust",
    "memoise",
    "mime",
    "modeltools",
    "MultiAssayExperiment",
    "nnet",
    "openssl",
    "org.Hs.eg.db",
    "org.Mm.eg.db",
    "patchwork",
    "pillar",
    "pkgbuild",
    "pkgconfig",
    "pkgload",
    "plyr",
    "png",
    "praise",
    "prettyunits",
    "processx",
    "progress",
    "ps",
    "purrr",
    "R.methodsS3",
    "R.oo",
    "R.utils",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppTOML",
    "RCurl",
    "reshape",
    "restfulr",
    "reticulate",
    "rhdf5",
    "rhdf5filters",
    "Rhdf5lib",
    "Rhtslib",
    "rjson",
    "rlang",
    "robustbase",
    "rprojroot",
    "Rsamtools",
    "RSQLite",
    "Rsubread",
    "rtracklayer",
    "S4Arrays",
    "S4Vectors",
    "S7",
    "scales",
    "scuttle",
    "Seqinfo",
    "SingleCellExperiment",
    "sitmo",
    "snow",
    "SparseArray",
    "sparseMatrixStats",
    "statmod",
    "stringi",
    "stringr",
    "SummarizedExperiment",
    "sys",
    "testthat",
    "tibble",
    "tidyr",
    "tidyselect",
    "utf8",
    "vctrs",
    "viridisLite",
    "waldo",
    "withr",
    "XML",
    "xml2",
    "XVector",
    "yaml"
  ],
  "_sysdeps": [
    {
      "shlib": "libcurl",
      "package": "libcurl4t64",
      "headers": "libcurl4-openssl-dev",
      "source": "curl",
      "version": "8.5.0-2ubuntu10.9",
      "name": "curl",
      "homepage": "https://curl.se/",
      "description": "easy-to-use client-side URL transfer library (OpenSSL flavour)"
    },
    {
      "shlib": "libbz2",
      "package": "libbz2-1.0",
      "headers": "libbz2-dev",
      "source": "bzip2",
      "version": "1.0.8-5.1build0.1",
      "name": "bzip2",
      "homepage": "https://sourceware.org/bzip2/",
      "description": "high-quality block-sorting file compressor library - runtime"
    },
    {
      "shlib": "liblzma",
      "package": "liblzma5",
      "headers": "liblzma-dev",
      "source": "xz-utils",
      "version": "5.6.1+really5.4.5-1ubuntu0.2",
      "name": "xz-utils",
      "homepage": "https://tukaani.org/xz/",
      "description": "XZ-format compression library"
    },
    {
      "shlib": "libz",
      "package": "zlib1g",
      "headers": "zlib1g-dev",
      "source": "zlib",
      "version": "1:1.3.dfsg-3.1ubuntu2.1",
      "name": "zlib",
      "homepage": "http://zlib.net/",
      "description": "compression library - runtime"
    },
    {
      "shlib": "libstdc++",
      "package": "libstdc++6",
      "source": "gcc",
      "version": "14.2.0-4ubuntu2~24.04.1",
      "name": "c++",
      "homepage": "http://gcc.gnu.org/",
      "description": "GNU Standard C++ Library v3"
    }
  ],
  "_vignettes": [
    {
      "source": "scPipe_tutorial.Rmd",
      "filename": "scPipe_tutorial.html",
      "title": "scPipe: a flexible data preprocessing pipeline for 3' end scRNA-seq data",
      "author": "Luyi Tian",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Case Study: Preprocessing CEL-seq2 data",
        "Getting started",
        "Organising the files required",
        "Data Preprocessing",
        "Fastq reformatting",
        "Aligning reads to a reference genome",
        "Assigning reads to annotated exons",
        "De-multiplexing data and counting genes",
        "Preprocessing data generated by other protocols",
        "Quality Control",
        "Downstream analysis"
      ],
      "created": "2017-03-28 13:18:25",
      "modified": "2023-10-18 01:05:08",
      "commits": 24
    },
    {
      "source": "scPipe_atac_tutorial.Rmd",
      "filename": "scPipe_atac_tutorial.html",
      "title": "scPipe: a flexible data preprocessing pipeline for scATAC-seq data",
      "author": "Shani Amarasinghe, Phil Yang",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Workflow",
        "Getting started",
        "Fastq reformatting",
        "Aligning reads to a reference genome",
        "Demultiplexing the BAM file",
        "Remove duplicates",
        "Gemerating a fragment file",
        "Peak calling",
        "Assigning reads to features and feature counting",
        "Generating the Single-cell Experiment (SCE) object",
        "A convenience function for running the whole pipeline",
        "Downstream analysis",
        "Session Information"
      ],
      "created": "2022-04-22 16:10:12",
      "modified": "2023-10-05 04:00:37",
      "commits": 9
    }
  ],
  "_score": 9.216479959180909,
  "_indexed": true,
  "_nocasepkg": "scpipe",
  "_universes": [
    "bioc",
    "shians",
    "luyitian"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.13.1",
      "date": "2026-05-22T10:27:41.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "4acb153cd80df6e833e382d6634c0e791ffcbf28b3bcdb0bc9f2108b1c1fc3ee",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "2.13.1",
      "date": "2026-05-22T10:28:42.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "6e80501fbf8d67213b370e5754db853630321a5291647dd9dc0c595552addb76",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2.13.1",
      "date": "2026-05-22T10:27:45.000Z",
      "distro": "noble",
      "arch": "aarch64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "7e1917edae4dbfcfc515eaa21b2a00d5876b424a6dec0f02569fca7bdb5d15e0",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "2.13.1",
      "date": "2026-05-22T10:28:08.000Z",
      "distro": "noble",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "37565ad4e0f523e38ca61e85022a6d4283feb982e2b6c46d39e2a543cf480396",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "2.13.1",
      "date": "2026-05-22T10:25:43.000Z",
      "arch": "aarch64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "deaaa020de0c03a1917756be75cfca331cb97650d3d1bb09a25b16ef5183def4",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "2.13.1",
      "date": "2026-05-22T10:28:33.000Z",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "e2c934cc1dbf768ca3b447eb586a3e359c309cd41977010a85ed42e1ba718d17",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "2.13.1",
      "date": "2026-05-22T10:25:57.000Z",
      "arch": "aarch64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "a77c0744a8bf57b9d6bc997fddac36f68e2e26d9d4730bb927544743490c53f8",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "2.13.1",
      "date": "2026-05-22T10:27:26.000Z",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "f90b1700895e959f7aaaa6eb80ea515963ea38e4ed281cf1ad01f0fff5da93d1",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "2.13.1",
      "date": "2026-05-22T10:26:37.000Z",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "1c44047e30bd5e55d9aad69972cbf297a6a61e2179e34e69b49809c83b905ed9",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "2.13.1",
      "date": "2026-05-22T10:26:45.000Z",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "818cb7352cc417f9bad984f0e3b89ef3120474882ae9dfb9aa71f8a0e1981b6d",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "2.13.1",
      "date": "2026-05-22T10:26:23.000Z",
      "arch": "x86_64",
      "commit": "c50861285ed446eae282ff87e25be09e11fe9d21",
      "fileid": "b669586815c9a6ad96fb624fb83fdc030837ca12aad478a3f3f6581546c0181f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/26281894194"
    }
  ]
}