{
  "_id": "6a4992f46d67900babdfc8c7",
  "Package": "EasyCellType",
  "Title": "Annotate cell types for scRNA-seq data",
  "Version": "1.15.0",
  "Authors@R": "c(\nperson(given=\"Ruoxing\", family=\"Li\", email=\"ruoxingli@outlook.com\", role=c(\"aut\", \"cre\", \"ctb\")),\nperson(given=\"Ziyi\", family=\"Li\", email=\"zli16@mdanderson.org\", role=\"ctb\"))",
  "Description": "We developed EasyCellType which can automatically examine\nthe input marker lists obtained from existing software such as\nSeurat over the cell markerdatabases. Two quantification\napproaches to annotate cell types are provided: Gene set\nenrichment analysis (GSEA) and a modified versio of Fisher's\nexact test. The function presents annotation recommendations in\ngraphical outcomes: bar plots for each cluster showing\ncandidate cell types, as well as a dot plot summarizing the top\n5 significant annotations for each cluster.",
  "License": "Artistic-2.0",
  "RoxygenNote": "7.3.1",
  "Encoding": "UTF-8",
  "biocViews": "SingleCell, Software, GeneExpression, GeneSetEnrichment",
  "VignetteBuilder": "knitr",
  "Config/testthat/edition": "3",
  "Config/pak/sysreqs": "libcairo2-dev cmake libfontconfig1-dev\nlibfreetype6-dev libglpk-dev make libicu-dev libpng-dev\nlibuv1-dev libxml2-dev libssl-dev zlib1g-dev",
  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:58:53 UTC",
  "RemoteUrl": "https://github.com/bioc/EasyCellType",
  "RemoteRef": "HEAD",
  "RemoteSha": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-07-04 22:58:16 UTC",
    "User": "root"
  },
  "Author": "Ruoxing Li [aut, cre, ctb],\nZiyi Li [ctb]",
  "Maintainer": "Ruoxing Li <ruoxingli@outlook.com>",
  "_user": "bioc",
  "_type": "src",
  "_file": "EasyCellType_1.15.0.tar.gz",
  "_fileid": "https://r2.ropensci.org/9e1de54aeb2e8728aa971274f66f3a4ca0d2b63ca2dfe46bb4d7cb4cecd892a1",
  "_filesize": 3617665,
  "_sha256": "9e1de54aeb2e8728aa971274f66f3a4ca0d2b63ca2dfe46bb4d7cb4cecd892a1",
  "_expires": "2026-10-12T23:10:42.000Z",
  "_created": "2026-07-04T22:58:16.000Z",
  "_published": "2026-07-04T23:10:44.461Z",
  "_bioccheck": {
    "error": 0,
    "warning": 2,
    "note": 7
  },
  "_host": "GitHub-Actions",
  "_buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832",
  "_status": "success",
  "_upstream": "https://github.com/bioc/EasyCellType",
  "_commit": {
    "id": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
    "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": 1777381133
  },
  "_maintainer": {
    "name": "Ruoxing Li",
    "email": "ruoxingli@outlook.com"
  },
  "_distro": "resolute",
  "_jobs": [
    {
      "job": 85173977220,
      "time": 280,
      "config": "bioc-checks",
      "r": "4.6.1",
      "check": "WARNING",
      "artifact": "8086217053"
    },
    {
      "job": 85173977230,
      "time": 458,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8086235941"
    },
    {
      "job": 85173977224,
      "time": 446,
      "config": "linux-release-x86_64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8086234600"
    },
    {
      "job": 85173977226,
      "time": 177,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8086257071"
    },
    {
      "job": 85173977228,
      "time": 212,
      "config": "macos-release-arm64",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8086261081"
    },
    {
      "job": 85173577019,
      "time": 426,
      "config": "source",
      "r": "4.6.1",
      "check": "OK",
      "artifact": "8086186764"
    },
    {
      "job": 85173977218,
      "time": 273,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "8086216390"
    },
    {
      "job": 85173977229,
      "time": 297,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "NOTE",
      "artifact": "8086219069"
    },
    {
      "job": 85173977236,
      "time": 280,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "NOTE",
      "artifact": "8086217214"
    },
    {
      "job": 85173977225,
      "time": 295,
      "config": "windows-release",
      "r": "4.6.1",
      "check": "NOTE",
      "artifact": "8086218886"
    }
  ],
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.2.0",
      "role": "Depends"
    },
    {
      "package": "clusterProfiler",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "role": "Imports"
    },
    {
      "package": "forcats",
      "role": "Imports"
    },
    {
      "package": "ggplot2",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "org.Hs.eg.db",
      "role": "Imports"
    },
    {
      "package": "org.Mm.eg.db",
      "role": "Imports"
    },
    {
      "package": "AnnotationDbi",
      "role": "Imports"
    },
    {
      "package": "vctrs",
      "version": ">= 0.6.4",
      "role": "Imports"
    },
    {
      "package": "BiocStyle",
      "role": "Imports"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "rmarkdown",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "version": ">= 3.0.0",
      "role": "Suggests"
    },
    {
      "package": "Seurat",
      "role": "Suggests"
    },
    {
      "package": "BiocManager",
      "role": "Suggests"
    },
    {
      "package": "devtools",
      "role": "Suggests"
    },
    {
      "package": "BiocStyle",
      "role": "Suggests"
    }
  ],
  "_owner": "bioc",
  "_selfowned": true,
  "_usedby": 0,
  "_updates": [
    {
      "week": "2025-44",
      "n": 2
    },
    {
      "week": "2026-18",
      "n": 2
    }
  ],
  "_tags": [],
  "_bioc": [
    {
      "branch": "devel",
      "version": "1.15.0",
      "bioc": "3.24"
    },
    {
      "branch": "release",
      "version": "1.13.0",
      "bioc": "3.23"
    }
  ],
  "_topics": [
    "singlecell",
    "software",
    "geneexpression",
    "genesetenrichment"
  ],
  "_userbio": {
    "uuid": 2286807,
    "type": "organization",
    "name": "Bioconductor",
    "followers": 445,
    "description": "Software for the analysis and comprehension of high-throughput genomic data"
  },
  "_searchresults": 8,
  "_rbuild": "4.6.1",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/EasyCellType.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_realowner": "bioc",
  "_cranurl": false,
  "_exports": [
    "coremarkers",
    "easyct",
    "plot_bar",
    "plot_dot",
    "summarycelltype"
  ],
  "_datasets": [
    {
      "name": "cellmarker_tissue",
      "title": "Tissues in CellMarker database.",
      "object": "cellmarker_tissue",
      "file": "cellmarker_tissue.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "clustermole_tissue",
      "title": "Tissues in Clustermole database.",
      "object": "clustermole_tissue",
      "file": "clustermole_tissue.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "gene_pbmc",
      "title": "Differential expressed marker genes in 9 clusters.",
      "object": "gene_pbmc",
      "file": "gene_pbmc.rda",
      "class": [
        "data.frame"
      ],
      "fields": [
        "gene",
        "cluster",
        "score"
      ],
      "rows": 2701,
      "table": true,
      "tojson": true
    },
    {
      "name": "panglao_tissue",
      "title": "Tissues in Panglao database.",
      "object": "panglao_tissue",
      "file": "panglao_tissue.rda",
      "class": [
        "list"
      ],
      "fields": [],
      "table": true,
      "tojson": true
    },
    {
      "name": "pbmc_data",
      "title": "Peripheral Blood Mononuclear Cells (PBMC) data.",
      "object": "pbmc_data",
      "file": "pbmc_data.rda",
      "class": [
        "dgCMatrix"
      ],
      "fields": [],
      "table": false,
      "tojson": false
    }
  ],
  "_help": [
    {
      "page": "cellmarker_tissue",
      "title": "Tissues in CellMarker database.",
      "topics": [
        "cellmarker_tissue"
      ]
    },
    {
      "page": "clustermole_tissue",
      "title": "Tissues in Clustermole database.",
      "topics": [
        "clustermole_tissue"
      ]
    },
    {
      "page": "coremarkers",
      "title": "Title Summarize markers contirbuting to the cell type annotation",
      "topics": [
        "coremarkers"
      ]
    },
    {
      "page": "easyct",
      "title": "Annotate cell types for scRNA-seq data",
      "topics": [
        "easyct"
      ]
    },
    {
      "page": "gene_pbmc",
      "title": "Differential expressed marker genes in 9 clusters.",
      "topics": [
        "gene_pbmc"
      ]
    },
    {
      "page": "mapsymbol",
      "title": "Title Convert gene symbol to Entrez ID",
      "topics": [
        "mapsymbol"
      ]
    },
    {
      "page": "panglao_tissue",
      "title": "Tissues in Panglao database.",
      "topics": [
        "panglao_tissue"
      ]
    },
    {
      "page": "pbmc_data",
      "title": "Peripheral Blood Mononuclear Cells (PBMC) data.",
      "topics": [
        "pbmc_data"
      ]
    },
    {
      "page": "plot_bar",
      "title": "Create bar plots for each cluster",
      "topics": [
        "plot_bar"
      ]
    },
    {
      "page": "plot_dot",
      "title": "Create dot plot for annotation results",
      "topics": [
        "plot_dot"
      ]
    },
    {
      "page": "process_results",
      "title": "Title Annotate cell types for single cell RNA data",
      "topics": [
        "process_results"
      ]
    },
    {
      "page": "summarycelltype",
      "title": "Print test results",
      "topics": [
        "summarycelltype"
      ]
    },
    {
      "page": "test_fisher",
      "title": "Fisher exact test used in function 'easyct'",
      "topics": [
        "test_fisher"
      ]
    }
  ],
  "_readme": "https://github.com/bioc/EasyCellType/raw/HEAD/README.md",
  "_rundeps": [
    "aisdk",
    "AnnotationDbi",
    "ape",
    "aplot",
    "askpass",
    "base64enc",
    "Biobase",
    "BiocGenerics",
    "BiocManager",
    "BiocStyle",
    "Biostrings",
    "bit",
    "bit64",
    "blob",
    "bookdown",
    "bslib",
    "cachem",
    "callr",
    "cli",
    "cluster",
    "clusterProfiler",
    "cpp11",
    "crayon",
    "curl",
    "DBI",
    "digest",
    "DOSE",
    "dplyr",
    "enrichit",
    "enrichplot",
    "evaluate",
    "farver",
    "fastmap",
    "fontawesome",
    "fontBitstreamVera",
    "fontLiberation",
    "fontquiver",
    "forcats",
    "fs",
    "gdtools",
    "generics",
    "ggforce",
    "ggfun",
    "ggiraph",
    "ggnewscale",
    "ggplot2",
    "ggplotify",
    "ggrepel",
    "ggtangle",
    "ggtree",
    "glue",
    "GO.db",
    "GOSemSim",
    "gridGraphics",
    "gson",
    "gtable",
    "highr",
    "htmltools",
    "htmlwidgets",
    "httr",
    "httr2",
    "igraph",
    "IRanges",
    "isoband",
    "jquerylib",
    "jsonlite",
    "KEGGREST",
    "knitr",
    "labeling",
    "lattice",
    "lazyeval",
    "lifecycle",
    "magrittr",
    "MASS",
    "Matrix",
    "memoise",
    "mime",
    "nlme",
    "openssl",
    "org.Hs.eg.db",
    "org.Mm.eg.db",
    "otel",
    "patchwork",
    "pillar",
    "pkgconfig",
    "plyr",
    "png",
    "polyclip",
    "processx",
    "ps",
    "purrr",
    "qvalue",
    "R6",
    "rappdirs",
    "RColorBrewer",
    "Rcpp",
    "RcppEigen",
    "reshape2",
    "rlang",
    "rmarkdown",
    "RSQLite",
    "S4Vectors",
    "S7",
    "sass",
    "scales",
    "scatterpie",
    "Seqinfo",
    "stringi",
    "stringr",
    "sys",
    "systemfonts",
    "tibble",
    "tidydr",
    "tidyr",
    "tidyselect",
    "tidytree",
    "tinytex",
    "treeio",
    "tweenr",
    "utf8",
    "vctrs",
    "viridisLite",
    "withr",
    "xfun",
    "XVector",
    "yaml",
    "yulab.utils"
  ],
  "_vignettes": [
    {
      "source": "my-vignette.Rmd",
      "filename": "my-vignette.html",
      "title": "EasyCellType: an example workflow",
      "engine": "knitr::rmarkdown",
      "headings": [
        "1. Introduction",
        "Installation",
        "2. Example workflow",
        "3. Reference"
      ],
      "created": "2022-05-31 20:32:19",
      "modified": "2022-06-28 23:02:43",
      "commits": 8
    }
  ],
  "_score": 4,
  "_indexed": true,
  "_nocasepkg": "easycelltype",
  "_universes": [
    "bioc"
  ],
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "1.15.0",
      "date": "2026-07-04T23:04:07.000Z",
      "distro": "resolute",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/2aed026e1d02356bf0850a07355fe3124c5ab4360b1fdfd7485ef5158fc7232f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.6.1",
      "os": "linux",
      "version": "1.15.0",
      "date": "2026-07-04T23:03:41.000Z",
      "distro": "resolute",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/365fb97c18e07c24aee8d3a825b3e808ac1d96aa8f36e383132175183f614c32",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "1.15.0",
      "date": "2026-07-04T23:08:25.000Z",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/3c4d81101cd688adb8fc1adbc1cc26038effdd2086b5bbaabf771be72a7a8bc2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.6.1",
      "os": "mac",
      "version": "1.15.0",
      "date": "2026-07-04T23:08:41.000Z",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/7a4b7112ed8e74bf555654c52060b35e3e1c75a97ca40d394067493ce8c008b7",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "1.15.0",
      "date": "2026-07-04T23:03:21.000Z",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/7ef6e1fe880c408c703713c18f3ec9e6343190ae0d4661ce0eb49ee5abd7ec8d",
      "status": "success",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "1.15.0",
      "date": "2026-07-04T23:01:18.000Z",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/57bcb4efbb0b33168a157666ad2a74a4f7a3d98bf3fa1f393da0aedfb75987b2",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "1.15.0",
      "date": "2026-07-04T23:01:06.000Z",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/7d76321fca56748922fadbdcd60df7d91c35459dce5bfbd8485246f92a391572",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    },
    {
      "r": "4.6.1",
      "os": "win",
      "version": "1.15.0",
      "date": "2026-07-04T23:01:18.000Z",
      "commit": "71d2b988eac3c25bd253c91977c40c4ccf018df0",
      "fileid": "https://r2.ropensci.org/e919777925c6c3afb367a021b9dd851bbb566cc196dc9bf825a80028a4dc9f5f",
      "status": "success",
      "check": "NOTE",
      "buildurl": "https://github.com/r-universe/bioc/actions/runs/28722218832"
    }
  ]
}