diff --git a/renv/profiles/lesson-requirements/renv.lock b/renv/profiles/lesson-requirements/renv.lock
deleted file mode 100644
index e1da710..0000000
--- a/renv/profiles/lesson-requirements/renv.lock
+++ /dev/null
@@ -1,2453 +0,0 @@
-{
-  "R": {
-    "Version": "4.3.2",
-    "Repositories": [
-      {
-        "Name": "BioCsoft",
-        "URL": "https://bioconductor.org/packages/3.17/bioc"
-      },
-      {
-        "Name": "BioCann",
-        "URL": "https://bioconductor.org/packages/3.17/data/annotation"
-      },
-      {
-        "Name": "BioCexp",
-        "URL": "https://bioconductor.org/packages/3.17/data/experiment"
-      },
-      {
-        "Name": "BioCworkflows",
-        "URL": "https://bioconductor.org/packages/3.17/workflows"
-      },
-      {
-        "Name": "BioCbooks",
-        "URL": "https://bioconductor.org/packages/3.17/books"
-      },
-      {
-        "Name": "carpentries",
-        "URL": "https://carpentries.r-universe.dev"
-      },
-      {
-        "Name": "carpentries_archive",
-        "URL": "https://carpentries.github.io/drat"
-      },
-      {
-        "Name": "CRAN",
-        "URL": "https://cran.rstudio.com"
-      }
-    ]
-  },
-  "Bioconductor": {
-    "Version": "3.17"
-  },
-  "Packages": {
-    "AnnotationDbi": {
-      "Package": "AnnotationDbi",
-      "Version": "1.62.2",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "Biobase",
-        "BiocGenerics",
-        "DBI",
-        "IRanges",
-        "KEGGREST",
-        "R",
-        "RSQLite",
-        "S4Vectors",
-        "methods",
-        "stats",
-        "stats4"
-      ],
-      "Hash": "e6c671413b55490c11402f78889384d9"
-    },
-    "AnnotationHub": {
-      "Package": "AnnotationHub",
-      "Version": "3.8.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "AnnotationDbi",
-        "BiocFileCache",
-        "BiocGenerics",
-        "BiocManager",
-        "BiocVersion",
-        "RSQLite",
-        "S4Vectors",
-        "curl",
-        "dplyr",
-        "grDevices",
-        "httr",
-        "interactiveDisplayBase",
-        "methods",
-        "rappdirs",
-        "utils",
-        "yaml"
-      ],
-      "Hash": "2c1ffa13c06028def99e049e30f5dbfa"
-    },
-    "BH": {
-      "Package": "BH",
-      "Version": "1.84.0-0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "a8235afbcd6316e6e91433ea47661013"
-    },
-    "Biobase": {
-      "Package": "Biobase",
-      "Version": "2.60.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "R",
-        "methods",
-        "utils"
-      ],
-      "Hash": "ed269b250f5844d54dfdc7e749f901aa"
-    },
-    "BiocFileCache": {
-      "Package": "BiocFileCache",
-      "Version": "2.8.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "DBI",
-        "R",
-        "RSQLite",
-        "curl",
-        "dbplyr",
-        "dplyr",
-        "filelock",
-        "httr",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "4fcebdf379954d5d1a3291006a93499b"
-    },
-    "BiocGenerics": {
-      "Package": "BiocGenerics",
-      "Version": "0.46.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R",
-        "graphics",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "c179ae59955c36f5d0068ed29ce832f7"
-    },
-    "BiocManager": {
-      "Package": "BiocManager",
-      "Version": "1.30.22",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "utils"
-      ],
-      "Hash": "d57e43105a1aa9cb54fdb4629725acb1"
-    },
-    "BiocNeighbors": {
-      "Package": "BiocNeighbors",
-      "Version": "1.18.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocParallel",
-        "Matrix",
-        "Rcpp",
-        "RcppHNSW",
-        "S4Vectors",
-        "methods",
-        "stats"
-      ],
-      "Hash": "54d236313a4df87a45f1a24542df05b8"
-    },
-    "BiocParallel": {
-      "Package": "BiocParallel",
-      "Version": "1.34.2",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BH",
-        "R",
-        "codetools",
-        "cpp11",
-        "futile.logger",
-        "methods",
-        "parallel",
-        "snow",
-        "stats",
-        "utils"
-      ],
-      "Hash": "84347b6a8118ba2182b148298b118f0e"
-    },
-    "BiocSingular": {
-      "Package": "BiocSingular",
-      "Version": "1.16.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "BiocParallel",
-        "DelayedArray",
-        "Matrix",
-        "Rcpp",
-        "S4Vectors",
-        "ScaledMatrix",
-        "beachmat",
-        "irlba",
-        "methods",
-        "rsvd",
-        "utils"
-      ],
-      "Hash": "21d431747e4555048f65e6f9f7df8e90"
-    },
-    "BiocVersion": {
-      "Package": "BiocVersion",
-      "Version": "3.17.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "f7c0d5521799b7b0d0a211143ed0bfcb"
-    },
-    "Biostrings": {
-      "Package": "Biostrings",
-      "Version": "2.68.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "GenomeInfoDb",
-        "IRanges",
-        "R",
-        "S4Vectors",
-        "XVector",
-        "crayon",
-        "grDevices",
-        "graphics",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "838eef43ab267a7409d68ba0fa8da5fa"
-    },
-    "BumpyMatrix": {
-      "Package": "BumpyMatrix",
-      "Version": "1.8.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "IRanges",
-        "Matrix",
-        "S4Vectors",
-        "methods",
-        "utils"
-      ],
-      "Hash": "586ffde4d74396b44595e43a8f2fceb2"
-    },
-    "Cairo": {
-      "Package": "Cairo",
-      "Version": "1.6-2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics"
-      ],
-      "Hash": "3918e6b40d27984ca4a99c73b92406c3"
-    },
-    "DBI": {
-      "Package": "DBI",
-      "Version": "1.2.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "methods"
-      ],
-      "Hash": "3e0051431dff9acfe66c23765e55c556"
-    },
-    "DT": {
-      "Package": "DT",
-      "Version": "0.31",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "crosstalk",
-        "htmltools",
-        "htmlwidgets",
-        "httpuv",
-        "jquerylib",
-        "jsonlite",
-        "magrittr",
-        "promises"
-      ],
-      "Hash": "77b5189f5272ae2b21e3ac2175ad107c"
-    },
-    "DelayedArray": {
-      "Package": "DelayedArray",
-      "Version": "0.26.7",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "IRanges",
-        "Matrix",
-        "MatrixGenerics",
-        "R",
-        "S4Arrays",
-        "S4Vectors",
-        "methods",
-        "stats",
-        "stats4"
-      ],
-      "Hash": "ef6ff3e15ce624118e6cf8151e58e38c"
-    },
-    "DelayedMatrixStats": {
-      "Package": "DelayedMatrixStats",
-      "Version": "1.22.6",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "DelayedArray",
-        "IRanges",
-        "Matrix",
-        "MatrixGenerics",
-        "S4Vectors",
-        "matrixStats",
-        "methods",
-        "sparseMatrixStats"
-      ],
-      "Hash": "126ad3bc49aefe4565670c2c16f50bd2"
-    },
-    "DropletUtils": {
-      "Package": "DropletUtils",
-      "Version": "1.20.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BH",
-        "BiocGenerics",
-        "BiocParallel",
-        "DelayedArray",
-        "DelayedMatrixStats",
-        "GenomicRanges",
-        "HDF5Array",
-        "IRanges",
-        "Matrix",
-        "R.utils",
-        "Rcpp",
-        "Rhdf5lib",
-        "S4Vectors",
-        "SingleCellExperiment",
-        "SummarizedExperiment",
-        "beachmat",
-        "dqrng",
-        "edgeR",
-        "methods",
-        "rhdf5",
-        "scuttle",
-        "stats",
-        "utils"
-      ],
-      "Hash": "38bebefca90b980abbc925c1d98533b2"
-    },
-    "ExperimentHub": {
-      "Package": "ExperimentHub",
-      "Version": "2.8.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "AnnotationHub",
-        "BiocFileCache",
-        "BiocGenerics",
-        "BiocManager",
-        "S4Vectors",
-        "methods",
-        "rappdirs",
-        "utils"
-      ],
-      "Hash": "835cb54c753de11667fa6af9fecf761b"
-    },
-    "FNN": {
-      "Package": "FNN",
-      "Version": "1.1.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "e9e53a559ef99e0c02bc2f9a944f0bee"
-    },
-    "GenomeInfoDb": {
-      "Package": "GenomeInfoDb",
-      "Version": "1.36.4",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "GenomeInfoDbData",
-        "IRanges",
-        "R",
-        "RCurl",
-        "S4Vectors",
-        "methods",
-        "stats",
-        "stats4",
-        "utils"
-      ],
-      "Hash": "1c6756527d78e8135d34662d2e1d54ec"
-    },
-    "GenomeInfoDbData": {
-      "Package": "GenomeInfoDbData",
-      "Version": "1.2.10",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "56294b21068b8cb5db1c47d0a42f307b"
-    },
-    "GenomicRanges": {
-      "Package": "GenomicRanges",
-      "Version": "1.52.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "GenomeInfoDb",
-        "IRanges",
-        "R",
-        "S4Vectors",
-        "XVector",
-        "methods",
-        "stats",
-        "stats4",
-        "utils"
-      ],
-      "Hash": "c9471497a07953ded9b8889879c079e9"
-    },
-    "HDF5Array": {
-      "Package": "HDF5Array",
-      "Version": "1.28.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "DelayedArray",
-        "IRanges",
-        "Matrix",
-        "R",
-        "Rhdf5lib",
-        "S4Arrays",
-        "S4Vectors",
-        "methods",
-        "rhdf5",
-        "rhdf5filters",
-        "stats",
-        "tools",
-        "utils"
-      ],
-      "Hash": "c0b32206f8fe744ce403278bf11176bb"
-    },
-    "IRanges": {
-      "Package": "IRanges",
-      "Version": "2.34.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "R",
-        "S4Vectors",
-        "methods",
-        "stats",
-        "stats4",
-        "utils"
-      ],
-      "Hash": "18939552437a335b59fb381e508275d6"
-    },
-    "KEGGREST": {
-      "Package": "KEGGREST",
-      "Version": "1.40.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "Biostrings",
-        "R",
-        "httr",
-        "methods",
-        "png"
-      ],
-      "Hash": "2988b310648d92e9d5c877d627068b9d"
-    },
-    "MASS": {
-      "Package": "MASS",
-      "Version": "7.3-60",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "a56a6365b3fa73293ea8d084be0d9bb0"
-    },
-    "Matrix": {
-      "Package": "Matrix",
-      "Version": "1.6-4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "grid",
-        "lattice",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "d9c655b30a2edc6bb2244c1d1e8d549d"
-    },
-    "MatrixGenerics": {
-      "Package": "MatrixGenerics",
-      "Version": "1.12.3",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "matrixStats",
-        "methods"
-      ],
-      "Hash": "10a6bd0dcabaeede87616e4465b6ac6f"
-    },
-    "MouseGastrulationData": {
-      "Package": "MouseGastrulationData",
-      "Version": "1.14.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "BumpyMatrix",
-        "ExperimentHub",
-        "R",
-        "S4Vectors",
-        "SingleCellExperiment",
-        "SpatialExperiment",
-        "SummarizedExperiment",
-        "methods"
-      ],
-      "Hash": "5d28a74f40a84601bec1e3a915e2a5bd"
-    },
-    "R.methodsS3": {
-      "Package": "R.methodsS3",
-      "Version": "1.8.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "utils"
-      ],
-      "Hash": "278c286fd6e9e75d0c2e8f731ea445c8"
-    },
-    "R.oo": {
-      "Package": "R.oo",
-      "Version": "1.25.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R.methodsS3",
-        "methods",
-        "utils"
-      ],
-      "Hash": "a0900a114f4f0194cf4aa8cd4a700681"
-    },
-    "R.utils": {
-      "Package": "R.utils",
-      "Version": "2.12.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R.methodsS3",
-        "R.oo",
-        "methods",
-        "tools",
-        "utils"
-      ],
-      "Hash": "3dc2829b790254bfba21e60965787651"
-    },
-    "R6": {
-      "Package": "R6",
-      "Version": "2.5.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "470851b6d5d0ac559e9d01bb352b4021"
-    },
-    "RColorBrewer": {
-      "Package": "RColorBrewer",
-      "Version": "1.1-3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "45f0398006e83a5b10b72a90663d8d8c"
-    },
-    "RCurl": {
-      "Package": "RCurl",
-      "Version": "1.98-1.14",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "bitops",
-        "methods"
-      ],
-      "Hash": "47f648d288079d0c696804ad4e55197e"
-    },
-    "RSQLite": {
-      "Package": "RSQLite",
-      "Version": "2.3.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "DBI",
-        "R",
-        "bit64",
-        "blob",
-        "cpp11",
-        "memoise",
-        "methods",
-        "pkgconfig",
-        "plogr",
-        "rlang"
-      ],
-      "Hash": "4bf2af2d714d0ee2b4fec0e6b8c150e6"
-    },
-    "Rcpp": {
-      "Package": "Rcpp",
-      "Version": "1.0.12",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "methods",
-        "utils"
-      ],
-      "Hash": "5ea2700d21e038ace58269ecdbeb9ec0"
-    },
-    "RcppAnnoy": {
-      "Package": "RcppAnnoy",
-      "Version": "0.0.21",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "Rcpp",
-        "methods"
-      ],
-      "Hash": "1ea20f32b667412b5927fd696fba3ba1"
-    },
-    "RcppEigen": {
-      "Package": "RcppEigen",
-      "Version": "0.3.3.9.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "Rcpp",
-        "stats",
-        "utils"
-      ],
-      "Hash": "acb0a5bf38490f26ab8661b467f4f53a"
-    },
-    "RcppHNSW": {
-      "Package": "RcppHNSW",
-      "Version": "0.5.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Rcpp",
-        "methods"
-      ],
-      "Hash": "6af2d9ed44e0281f6ae77eb6bed7a3c9"
-    },
-    "RcppML": {
-      "Package": "RcppML",
-      "Version": "0.3.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Matrix",
-        "Rcpp",
-        "RcppEigen",
-        "methods",
-        "stats"
-      ],
-      "Hash": "225157373f361daf85198a8d1ddaa733"
-    },
-    "RcppProgress": {
-      "Package": "RcppProgress",
-      "Version": "0.4.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "1c0aa18b97e6aaa17f93b8b866c0ace5"
-    },
-    "RcppTOML": {
-      "Package": "RcppTOML",
-      "Version": "0.2.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "Rcpp"
-      ],
-      "Hash": "c232938949fcd8126034419cc529333a"
-    },
-    "Rhdf5lib": {
-      "Package": "Rhdf5lib",
-      "Version": "1.22.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "a8e668a6eff4127b6b5e72d02ca9b111"
-    },
-    "Rtsne": {
-      "Package": "Rtsne",
-      "Version": "0.17",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Rcpp",
-        "stats"
-      ],
-      "Hash": "f81f7764a3c3e310b1d40e1a8acee19e"
-    },
-    "S4Arrays": {
-      "Package": "S4Arrays",
-      "Version": "1.0.6",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "IRanges",
-        "Matrix",
-        "R",
-        "S4Vectors",
-        "abind",
-        "crayon",
-        "methods",
-        "stats"
-      ],
-      "Hash": "2b40d107b4a6fbd3f0cc81214d0b2891"
-    },
-    "S4Vectors": {
-      "Package": "S4Vectors",
-      "Version": "0.38.2",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "R",
-        "methods",
-        "stats",
-        "stats4",
-        "utils"
-      ],
-      "Hash": "338207894998073e7823706f886a1386"
-    },
-    "ScaledMatrix": {
-      "Package": "ScaledMatrix",
-      "Version": "1.8.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "DelayedArray",
-        "Matrix",
-        "S4Vectors",
-        "methods"
-      ],
-      "Hash": "57301723a70d0ee3c7d53691681fade0"
-    },
-    "SingleCellExperiment": {
-      "Package": "SingleCellExperiment",
-      "Version": "1.22.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "DelayedArray",
-        "GenomicRanges",
-        "S4Vectors",
-        "SummarizedExperiment",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "47569baf7560bf8e3ba57386e9672f7f"
-    },
-    "SpatialExperiment": {
-      "Package": "SpatialExperiment",
-      "Version": "1.10.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocFileCache",
-        "BiocGenerics",
-        "DropletUtils",
-        "S4Vectors",
-        "SingleCellExperiment",
-        "SummarizedExperiment",
-        "grDevices",
-        "magick",
-        "methods",
-        "rjson",
-        "utils"
-      ],
-      "Hash": "0f964ef94b5c7c3329e2db2b5ffad5e2"
-    },
-    "SummarizedExperiment": {
-      "Package": "SummarizedExperiment",
-      "Version": "1.30.2",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "Biobase",
-        "BiocGenerics",
-        "DelayedArray",
-        "GenomeInfoDb",
-        "GenomicRanges",
-        "IRanges",
-        "Matrix",
-        "MatrixGenerics",
-        "R",
-        "S4Arrays",
-        "S4Vectors",
-        "methods",
-        "stats",
-        "tools",
-        "utils"
-      ],
-      "Hash": "6af56fbcb57deb9b094a352beee9a202"
-    },
-    "XVector": {
-      "Package": "XVector",
-      "Version": "0.40.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "IRanges",
-        "R",
-        "S4Vectors",
-        "methods",
-        "tools",
-        "utils",
-        "zlibbioc"
-      ],
-      "Hash": "cc3048ef590a16ff55a5e3149d5e060b"
-    },
-    "abind": {
-      "Package": "abind",
-      "Version": "1.4-5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "methods",
-        "utils"
-      ],
-      "Hash": "4f57884290cc75ab22f4af9e9d4ca862"
-    },
-    "askpass": {
-      "Package": "askpass",
-      "Version": "1.2.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "sys"
-      ],
-      "Hash": "cad6cf7f1d5f6e906700b9d3e718c796"
-    },
-    "assertthat": {
-      "Package": "assertthat",
-      "Version": "0.2.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "tools"
-      ],
-      "Hash": "50c838a310445e954bc13f26f26a6ecf"
-    },
-    "base64enc": {
-      "Package": "base64enc",
-      "Version": "0.1-3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "543776ae6848fde2f48ff3816d0628bc"
-    },
-    "basilisk": {
-      "Package": "basilisk",
-      "Version": "1.12.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "basilisk.utils",
-        "dir.expiry",
-        "methods",
-        "parallel",
-        "reticulate",
-        "utils"
-      ],
-      "Hash": "3b4e9e560d9f3101114f7b15b6feebf0"
-    },
-    "basilisk.utils": {
-      "Package": "basilisk.utils",
-      "Version": "1.12.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "dir.expiry",
-        "methods",
-        "tools",
-        "utils"
-      ],
-      "Hash": "5a49d9ce90b472c39735494ebf942dc9"
-    },
-    "beachmat": {
-      "Package": "beachmat",
-      "Version": "2.16.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "DelayedArray",
-        "Matrix",
-        "Rcpp",
-        "methods"
-      ],
-      "Hash": "43616288aada4bfe6fd316435445cfb1"
-    },
-    "beeswarm": {
-      "Package": "beeswarm",
-      "Version": "0.4.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "grDevices",
-        "graphics",
-        "stats",
-        "utils"
-      ],
-      "Hash": "0f4e9d8caa6feaa7e409ae6c30f2ca66"
-    },
-    "bit": {
-      "Package": "bit",
-      "Version": "4.0.5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "d242abec29412ce988848d0294b208fd"
-    },
-    "bit64": {
-      "Package": "bit64",
-      "Version": "4.0.5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "bit",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "9fe98599ca456d6552421db0d6772d8f"
-    },
-    "bitops": {
-      "Package": "bitops",
-      "Version": "1.0-7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "b7d8d8ee39869c18d8846a184dd8a1af"
-    },
-    "blob": {
-      "Package": "blob",
-      "Version": "1.2.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "methods",
-        "rlang",
-        "vctrs"
-      ],
-      "Hash": "40415719b5a479b87949f3aa0aee737c"
-    },
-    "bslib": {
-      "Package": "bslib",
-      "Version": "0.6.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "base64enc",
-        "cachem",
-        "grDevices",
-        "htmltools",
-        "jquerylib",
-        "jsonlite",
-        "lifecycle",
-        "memoise",
-        "mime",
-        "rlang",
-        "sass"
-      ],
-      "Hash": "c0d8599494bc7fb408cd206bbdd9cab0"
-    },
-    "cachem": {
-      "Package": "cachem",
-      "Version": "1.0.8",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "fastmap",
-        "rlang"
-      ],
-      "Hash": "c35768291560ce302c0a6589f92e837d"
-    },
-    "cli": {
-      "Package": "cli",
-      "Version": "3.6.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "utils"
-      ],
-      "Hash": "89e6d8219950eac806ae0c489052048a"
-    },
-    "codetools": {
-      "Package": "codetools",
-      "Version": "0.2-19",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "c089a619a7fae175d149d89164f8c7d8"
-    },
-    "colorspace": {
-      "Package": "colorspace",
-      "Version": "2.1-0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "methods",
-        "stats"
-      ],
-      "Hash": "f20c47fd52fae58b4e377c37bb8c335b"
-    },
-    "commonmark": {
-      "Package": "commonmark",
-      "Version": "1.9.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "d691c61bff84bd63c383874d2d0c3307"
-    },
-    "cpp11": {
-      "Package": "cpp11",
-      "Version": "0.4.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "5a295d7d963cc5035284dcdbaf334f4e"
-    },
-    "crayon": {
-      "Package": "crayon",
-      "Version": "1.5.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "grDevices",
-        "methods",
-        "utils"
-      ],
-      "Hash": "e8a1e41acf02548751f45c718d55aa6a"
-    },
-    "crosstalk": {
-      "Package": "crosstalk",
-      "Version": "1.2.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R6",
-        "htmltools",
-        "jsonlite",
-        "lazyeval"
-      ],
-      "Hash": "ab12c7b080a57475248a30f4db6298c0"
-    },
-    "curl": {
-      "Package": "curl",
-      "Version": "5.2.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "ce88d13c0b10fe88a37d9c59dba2d7f9"
-    },
-    "dbplyr": {
-      "Package": "dbplyr",
-      "Version": "2.4.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "DBI",
-        "R",
-        "R6",
-        "blob",
-        "cli",
-        "dplyr",
-        "glue",
-        "lifecycle",
-        "magrittr",
-        "methods",
-        "pillar",
-        "purrr",
-        "rlang",
-        "tibble",
-        "tidyr",
-        "tidyselect",
-        "utils",
-        "vctrs",
-        "withr"
-      ],
-      "Hash": "59351f28a81f0742720b85363c4fdd61"
-    },
-    "densvis": {
-      "Package": "densvis",
-      "Version": "1.10.3",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "Rcpp",
-        "assertthat",
-        "basilisk",
-        "irlba",
-        "reticulate"
-      ],
-      "Hash": "514ff4367b8db8c3a993c55bdc28a3dc"
-    },
-    "digest": {
-      "Package": "digest",
-      "Version": "0.6.33",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "utils"
-      ],
-      "Hash": "b18a9cf3c003977b0cc49d5e76ebe48d"
-    },
-    "dir.expiry": {
-      "Package": "dir.expiry",
-      "Version": "1.8.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "filelock",
-        "utils"
-      ],
-      "Hash": "9708ba532f568c511a713ad8df7f7565"
-    },
-    "dplyr": {
-      "Package": "dplyr",
-      "Version": "1.1.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R6",
-        "cli",
-        "generics",
-        "glue",
-        "lifecycle",
-        "magrittr",
-        "methods",
-        "pillar",
-        "rlang",
-        "tibble",
-        "tidyselect",
-        "utils",
-        "vctrs"
-      ],
-      "Hash": "fedd9d00c2944ff00a0e2696ccf048ec"
-    },
-    "dqrng": {
-      "Package": "dqrng",
-      "Version": "0.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "BH",
-        "R",
-        "Rcpp",
-        "sitmo"
-      ],
-      "Hash": "824df2aeba88d701df5e79018b35b815"
-    },
-    "edgeR": {
-      "Package": "edgeR",
-      "Version": "3.42.4",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R",
-        "Rcpp",
-        "graphics",
-        "limma",
-        "locfit",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "3186512bacaffb43a1f37e6f26d3b72c"
-    },
-    "ellipsis": {
-      "Package": "ellipsis",
-      "Version": "0.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "rlang"
-      ],
-      "Hash": "bb0eec2fe32e88d9e2836c2f73ea2077"
-    },
-    "evaluate": {
-      "Package": "evaluate",
-      "Version": "0.23",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "methods"
-      ],
-      "Hash": "daf4a1246be12c1fa8c7705a0935c1a0"
-    },
-    "fansi": {
-      "Package": "fansi",
-      "Version": "1.0.6",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "utils"
-      ],
-      "Hash": "962174cf2aeb5b9eea581522286a911f"
-    },
-    "farver": {
-      "Package": "farver",
-      "Version": "2.1.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "8106d78941f34855c440ddb946b8f7a5"
-    },
-    "fastmap": {
-      "Package": "fastmap",
-      "Version": "1.1.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "f7736a18de97dea803bde0a2daaafb27"
-    },
-    "filelock": {
-      "Package": "filelock",
-      "Version": "1.0.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "192053c276525c8495ccfd523aa8f2d1"
-    },
-    "fontawesome": {
-      "Package": "fontawesome",
-      "Version": "0.5.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "htmltools",
-        "rlang"
-      ],
-      "Hash": "c2efdd5f0bcd1ea861c2d4e2a883a67d"
-    },
-    "formatR": {
-      "Package": "formatR",
-      "Version": "1.14",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "63cb26d12517c7863f5abb006c5e0f25"
-    },
-    "fs": {
-      "Package": "fs",
-      "Version": "1.6.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "methods"
-      ],
-      "Hash": "47b5f30c720c23999b913a1a635cf0bb"
-    },
-    "futile.logger": {
-      "Package": "futile.logger",
-      "Version": "1.4.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "futile.options",
-        "lambda.r",
-        "utils"
-      ],
-      "Hash": "99f0ace8c05ec7d3683d27083c4f1e7e"
-    },
-    "futile.options": {
-      "Package": "futile.options",
-      "Version": "1.0.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "0d9bf02413ddc2bbe8da9ce369dcdd2b"
-    },
-    "generics": {
-      "Package": "generics",
-      "Version": "0.1.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "methods"
-      ],
-      "Hash": "15e9634c0fcd294799e9b2e929ed1b86"
-    },
-    "ggbeeswarm": {
-      "Package": "ggbeeswarm",
-      "Version": "0.7.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "beeswarm",
-        "cli",
-        "ggplot2",
-        "lifecycle",
-        "vipor"
-      ],
-      "Hash": "899f28fe0388b7f687d7453429c2474d"
-    },
-    "ggplot2": {
-      "Package": "ggplot2",
-      "Version": "3.4.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "MASS",
-        "R",
-        "cli",
-        "glue",
-        "grDevices",
-        "grid",
-        "gtable",
-        "isoband",
-        "lifecycle",
-        "mgcv",
-        "rlang",
-        "scales",
-        "stats",
-        "tibble",
-        "vctrs",
-        "withr"
-      ],
-      "Hash": "313d31eff2274ecf4c1d3581db7241f9"
-    },
-    "ggrastr": {
-      "Package": "ggrastr",
-      "Version": "1.0.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Cairo",
-        "R",
-        "ggbeeswarm",
-        "ggplot2",
-        "grid",
-        "png",
-        "ragg"
-      ],
-      "Hash": "7c8178842114bfcd44e688e7fd84c52a"
-    },
-    "ggrepel": {
-      "Package": "ggrepel",
-      "Version": "0.9.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "Rcpp",
-        "ggplot2",
-        "grid",
-        "rlang",
-        "scales",
-        "withr"
-      ],
-      "Hash": "e9839af82cc43fda486a638b68b439b2"
-    },
-    "glue": {
-      "Package": "glue",
-      "Version": "1.7.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "methods"
-      ],
-      "Hash": "e0b3a53876554bd45879e596cdb10a52"
-    },
-    "gridExtra": {
-      "Package": "gridExtra",
-      "Version": "2.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "grDevices",
-        "graphics",
-        "grid",
-        "gtable",
-        "utils"
-      ],
-      "Hash": "7d7f283939f563670a697165b2cf5560"
-    },
-    "gtable": {
-      "Package": "gtable",
-      "Version": "0.3.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "grid",
-        "lifecycle",
-        "rlang"
-      ],
-      "Hash": "b29cf3031f49b04ab9c852c912547eef"
-    },
-    "here": {
-      "Package": "here",
-      "Version": "1.0.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "rprojroot"
-      ],
-      "Hash": "24b224366f9c2e7534d2344d10d59211"
-    },
-    "highr": {
-      "Package": "highr",
-      "Version": "0.10",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "xfun"
-      ],
-      "Hash": "06230136b2d2b9ba5805e1963fa6e890"
-    },
-    "htmltools": {
-      "Package": "htmltools",
-      "Version": "0.5.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "base64enc",
-        "digest",
-        "ellipsis",
-        "fastmap",
-        "grDevices",
-        "rlang",
-        "utils"
-      ],
-      "Hash": "2d7b3857980e0e0d0a1fd6f11928ab0f"
-    },
-    "htmlwidgets": {
-      "Package": "htmlwidgets",
-      "Version": "1.6.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "grDevices",
-        "htmltools",
-        "jsonlite",
-        "knitr",
-        "rmarkdown",
-        "yaml"
-      ],
-      "Hash": "04291cc45198225444a397606810ac37"
-    },
-    "httpuv": {
-      "Package": "httpuv",
-      "Version": "1.6.13",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R6",
-        "Rcpp",
-        "later",
-        "promises",
-        "utils"
-      ],
-      "Hash": "d23d2879001f3d82ee9dc38a9ef53c4c"
-    },
-    "httr": {
-      "Package": "httr",
-      "Version": "1.4.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R6",
-        "curl",
-        "jsonlite",
-        "mime",
-        "openssl"
-      ],
-      "Hash": "ac107251d9d9fd72f0ca8049988f1d7f"
-    },
-    "interactiveDisplayBase": {
-      "Package": "interactiveDisplayBase",
-      "Version": "1.38.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "DT",
-        "R",
-        "methods",
-        "shiny"
-      ],
-      "Hash": "bb387403478f98a8e1574f27d5bcfbcf"
-    },
-    "irlba": {
-      "Package": "irlba",
-      "Version": "2.3.5.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Matrix",
-        "R",
-        "methods",
-        "stats"
-      ],
-      "Hash": "acb06a47b732c6251afd16e19c3201ff"
-    },
-    "isoband": {
-      "Package": "isoband",
-      "Version": "0.2.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "grid",
-        "utils"
-      ],
-      "Hash": "0080607b4a1a7b28979aecef976d8bc2"
-    },
-    "jquerylib": {
-      "Package": "jquerylib",
-      "Version": "0.1.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "htmltools"
-      ],
-      "Hash": "5aab57a3bd297eee1c1d862735972182"
-    },
-    "jsonlite": {
-      "Package": "jsonlite",
-      "Version": "1.8.8",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "methods"
-      ],
-      "Hash": "e1b9c55281c5adc4dd113652d9e26768"
-    },
-    "knitr": {
-      "Package": "knitr",
-      "Version": "1.45",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "evaluate",
-        "highr",
-        "methods",
-        "tools",
-        "xfun",
-        "yaml"
-      ],
-      "Hash": "1ec462871063897135c1bcbe0fc8f07d"
-    },
-    "labeling": {
-      "Package": "labeling",
-      "Version": "0.4.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "graphics",
-        "stats"
-      ],
-      "Hash": "b64ec208ac5bc1852b285f665d6368b3"
-    },
-    "lambda.r": {
-      "Package": "lambda.r",
-      "Version": "1.2.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "formatR"
-      ],
-      "Hash": "b1e925c4b9ffeb901bacf812cbe9a6ad"
-    },
-    "later": {
-      "Package": "later",
-      "Version": "1.3.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Rcpp",
-        "rlang"
-      ],
-      "Hash": "a3e051d405326b8b0012377434c62b37"
-    },
-    "lattice": {
-      "Package": "lattice",
-      "Version": "0.21-9",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "grid",
-        "stats",
-        "utils"
-      ],
-      "Hash": "5558c61e0136e247252f5f952cdaad6a"
-    },
-    "lazyeval": {
-      "Package": "lazyeval",
-      "Version": "0.2.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "d908914ae53b04d4c0c0fd72ecc35370"
-    },
-    "lifecycle": {
-      "Package": "lifecycle",
-      "Version": "1.0.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "rlang"
-      ],
-      "Hash": "b8552d117e1b808b09a832f589b79035"
-    },
-    "limma": {
-      "Package": "limma",
-      "Version": "3.56.2",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "15b74284b9eb4641fa99a01e445a8256"
-    },
-    "locfit": {
-      "Package": "locfit",
-      "Version": "1.5-9.8",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "lattice"
-      ],
-      "Hash": "3434988413fbabfdb0fcd6067d7e1aa4"
-    },
-    "magick": {
-      "Package": "magick",
-      "Version": "2.8.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Rcpp",
-        "curl",
-        "magrittr"
-      ],
-      "Hash": "87da0066dd0d7b1a95c461abfbf10411"
-    },
-    "magrittr": {
-      "Package": "magrittr",
-      "Version": "2.0.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "7ce2733a9826b3aeb1775d56fd305472"
-    },
-    "matrixStats": {
-      "Package": "matrixStats",
-      "Version": "1.2.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "33a3ca9e732b57244d14f5d732ffc9eb"
-    },
-    "memoise": {
-      "Package": "memoise",
-      "Version": "2.0.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "cachem",
-        "rlang"
-      ],
-      "Hash": "e2817ccf4a065c5d9d7f2cfbe7c1d78c"
-    },
-    "mgcv": {
-      "Package": "mgcv",
-      "Version": "1.9-0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Matrix",
-        "R",
-        "graphics",
-        "methods",
-        "nlme",
-        "splines",
-        "stats",
-        "utils"
-      ],
-      "Hash": "086028ca0460d0c368028d3bda58f31b"
-    },
-    "mime": {
-      "Package": "mime",
-      "Version": "0.12",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "tools"
-      ],
-      "Hash": "18e9c28c1d3ca1560ce30658b22ce104"
-    },
-    "munsell": {
-      "Package": "munsell",
-      "Version": "0.5.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "colorspace",
-        "methods"
-      ],
-      "Hash": "6dfe8bf774944bd5595785e3229d8771"
-    },
-    "nlme": {
-      "Package": "nlme",
-      "Version": "3.1-163",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "graphics",
-        "lattice",
-        "stats",
-        "utils"
-      ],
-      "Hash": "8d1938040a05566f4f7a14af4feadd6b"
-    },
-    "openssl": {
-      "Package": "openssl",
-      "Version": "2.1.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "askpass"
-      ],
-      "Hash": "2a0dc8c6adfb6f032e4d4af82d258ab5"
-    },
-    "pheatmap": {
-      "Package": "pheatmap",
-      "Version": "1.0.12",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "RColorBrewer",
-        "grDevices",
-        "graphics",
-        "grid",
-        "gtable",
-        "scales",
-        "stats"
-      ],
-      "Hash": "db1fb0021811b6693741325bbe916e58"
-    },
-    "pillar": {
-      "Package": "pillar",
-      "Version": "1.9.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "cli",
-        "fansi",
-        "glue",
-        "lifecycle",
-        "rlang",
-        "utf8",
-        "utils",
-        "vctrs"
-      ],
-      "Hash": "15da5a8412f317beeee6175fbc76f4bb"
-    },
-    "pkgconfig": {
-      "Package": "pkgconfig",
-      "Version": "2.0.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "utils"
-      ],
-      "Hash": "01f28d4278f15c76cddbea05899c5d6f"
-    },
-    "plogr": {
-      "Package": "plogr",
-      "Version": "0.2.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "09eb987710984fc2905c7129c7d85e65"
-    },
-    "png": {
-      "Package": "png",
-      "Version": "0.1-8",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "bd54ba8a0a5faded999a7aab6e46b374"
-    },
-    "promises": {
-      "Package": "promises",
-      "Version": "1.2.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R6",
-        "Rcpp",
-        "fastmap",
-        "later",
-        "magrittr",
-        "rlang",
-        "stats"
-      ],
-      "Hash": "0d8a15c9d000970ada1ab21405387dee"
-    },
-    "purrr": {
-      "Package": "purrr",
-      "Version": "1.0.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "lifecycle",
-        "magrittr",
-        "rlang",
-        "vctrs"
-      ],
-      "Hash": "1cba04a4e9414bdefc9dcaa99649a8dc"
-    },
-    "ragg": {
-      "Package": "ragg",
-      "Version": "1.2.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "systemfonts",
-        "textshaping"
-      ],
-      "Hash": "90a1b8b7e518d7f90480d56453b4d062"
-    },
-    "rappdirs": {
-      "Package": "rappdirs",
-      "Version": "0.3.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "5e3c5dc0b071b21fa128676560dbe94d"
-    },
-    "renv": {
-      "Package": "renv",
-      "Version": "1.0.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "utils"
-      ],
-      "Hash": "41b847654f567341725473431dd0d5ab"
-    },
-    "reticulate": {
-      "Package": "reticulate",
-      "Version": "1.34.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Matrix",
-        "R",
-        "Rcpp",
-        "RcppTOML",
-        "graphics",
-        "here",
-        "jsonlite",
-        "methods",
-        "png",
-        "rappdirs",
-        "rlang",
-        "utils",
-        "withr"
-      ],
-      "Hash": "a69f815bcba8a055de0b08339b943f9e"
-    },
-    "rhdf5": {
-      "Package": "rhdf5",
-      "Version": "2.44.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "R",
-        "Rhdf5lib",
-        "methods",
-        "rhdf5filters"
-      ],
-      "Hash": "648431262f9c6111de7c0fca0353a2cf"
-    },
-    "rhdf5filters": {
-      "Package": "rhdf5filters",
-      "Version": "1.12.1",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "Rhdf5lib"
-      ],
-      "Hash": "574501682c69cfde540e42f13aa8aad5"
-    },
-    "rjson": {
-      "Package": "rjson",
-      "Version": "0.2.21",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "f9da75e6444e95a1baf8ca24909d63b9"
-    },
-    "rlang": {
-      "Package": "rlang",
-      "Version": "1.1.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "utils"
-      ],
-      "Hash": "a85c767b55f0bf9b7ad16c6d7baee5bb"
-    },
-    "rmarkdown": {
-      "Package": "rmarkdown",
-      "Version": "2.25",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "bslib",
-        "evaluate",
-        "fontawesome",
-        "htmltools",
-        "jquerylib",
-        "jsonlite",
-        "knitr",
-        "methods",
-        "stringr",
-        "tinytex",
-        "tools",
-        "utils",
-        "xfun",
-        "yaml"
-      ],
-      "Hash": "d65e35823c817f09f4de424fcdfa812a"
-    },
-    "rprojroot": {
-      "Package": "rprojroot",
-      "Version": "2.0.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "4c8415e0ec1e29f3f4f6fc108bef0144"
-    },
-    "rsvd": {
-      "Package": "rsvd",
-      "Version": "1.0.5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "Matrix",
-        "R"
-      ],
-      "Hash": "b462187d887abc519894874486dbd6fd"
-    },
-    "sass": {
-      "Package": "sass",
-      "Version": "0.4.8",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R6",
-        "fs",
-        "htmltools",
-        "rappdirs",
-        "rlang"
-      ],
-      "Hash": "168f9353c76d4c4b0a0bbf72e2c2d035"
-    },
-    "scales": {
-      "Package": "scales",
-      "Version": "1.3.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R6",
-        "RColorBrewer",
-        "cli",
-        "farver",
-        "glue",
-        "labeling",
-        "lifecycle",
-        "munsell",
-        "rlang",
-        "viridisLite"
-      ],
-      "Hash": "c19df082ba346b0ffa6f833e92de34d1"
-    },
-    "scater": {
-      "Package": "scater",
-      "Version": "1.28.0",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "BiocNeighbors",
-        "BiocParallel",
-        "BiocSingular",
-        "DelayedArray",
-        "DelayedMatrixStats",
-        "Matrix",
-        "RColorBrewer",
-        "RcppML",
-        "Rtsne",
-        "S4Vectors",
-        "SingleCellExperiment",
-        "SummarizedExperiment",
-        "beachmat",
-        "densvis",
-        "ggbeeswarm",
-        "ggplot2",
-        "ggrastr",
-        "ggrepel",
-        "methods",
-        "pheatmap",
-        "rlang",
-        "scuttle",
-        "stats",
-        "utils",
-        "uwot",
-        "viridis"
-      ],
-      "Hash": "946031157427cd1ca7e62dbe5a5a95c6"
-    },
-    "scuttle": {
-      "Package": "scuttle",
-      "Version": "1.10.3",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "BiocGenerics",
-        "BiocParallel",
-        "DelayedArray",
-        "DelayedMatrixStats",
-        "GenomicRanges",
-        "Matrix",
-        "Rcpp",
-        "S4Vectors",
-        "SingleCellExperiment",
-        "SummarizedExperiment",
-        "beachmat",
-        "methods",
-        "stats",
-        "utils"
-      ],
-      "Hash": "5cd19f69bdeb9bae05ab947354ef599a"
-    },
-    "shiny": {
-      "Package": "shiny",
-      "Version": "1.8.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "R6",
-        "bslib",
-        "cachem",
-        "commonmark",
-        "crayon",
-        "ellipsis",
-        "fastmap",
-        "fontawesome",
-        "glue",
-        "grDevices",
-        "htmltools",
-        "httpuv",
-        "jsonlite",
-        "later",
-        "lifecycle",
-        "methods",
-        "mime",
-        "promises",
-        "rlang",
-        "sourcetools",
-        "tools",
-        "utils",
-        "withr",
-        "xtable"
-      ],
-      "Hash": "3a1f41807d648a908e3c7f0334bf85e6"
-    },
-    "sitmo": {
-      "Package": "sitmo",
-      "Version": "2.0.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "Rcpp"
-      ],
-      "Hash": "c956d93f6768a9789edbc13072b70c78"
-    },
-    "snow": {
-      "Package": "snow",
-      "Version": "0.4-4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "utils"
-      ],
-      "Hash": "40b74690debd20c57d93d8c246b305d4"
-    },
-    "sourcetools": {
-      "Package": "sourcetools",
-      "Version": "0.1.7-1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "5f5a7629f956619d519205ec475fe647"
-    },
-    "sparseMatrixStats": {
-      "Package": "sparseMatrixStats",
-      "Version": "1.12.2",
-      "Source": "Bioconductor",
-      "Requirements": [
-        "Matrix",
-        "MatrixGenerics",
-        "Rcpp",
-        "matrixStats",
-        "methods"
-      ],
-      "Hash": "4392d3abdce514b427a1389b7e3d2514"
-    },
-    "stringi": {
-      "Package": "stringi",
-      "Version": "1.8.3",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "stats",
-        "tools",
-        "utils"
-      ],
-      "Hash": "058aebddea264f4c99401515182e656a"
-    },
-    "stringr": {
-      "Package": "stringr",
-      "Version": "1.5.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "lifecycle",
-        "magrittr",
-        "rlang",
-        "stringi",
-        "vctrs"
-      ],
-      "Hash": "960e2ae9e09656611e0b8214ad543207"
-    },
-    "sys": {
-      "Package": "sys",
-      "Version": "3.4.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "3a1be13d68d47a8cd0bfd74739ca1555"
-    },
-    "systemfonts": {
-      "Package": "systemfonts",
-      "Version": "1.0.5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cpp11"
-      ],
-      "Hash": "15b594369e70b975ba9f064295983499"
-    },
-    "textshaping": {
-      "Package": "textshaping",
-      "Version": "0.3.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cpp11",
-        "systemfonts"
-      ],
-      "Hash": "997aac9ad649e0ef3b97f96cddd5622b"
-    },
-    "tibble": {
-      "Package": "tibble",
-      "Version": "3.2.1",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "fansi",
-        "lifecycle",
-        "magrittr",
-        "methods",
-        "pillar",
-        "pkgconfig",
-        "rlang",
-        "utils",
-        "vctrs"
-      ],
-      "Hash": "a84e2cc86d07289b3b6f5069df7a004c"
-    },
-    "tidyr": {
-      "Package": "tidyr",
-      "Version": "1.3.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "cpp11",
-        "dplyr",
-        "glue",
-        "lifecycle",
-        "magrittr",
-        "purrr",
-        "rlang",
-        "stringr",
-        "tibble",
-        "tidyselect",
-        "utils",
-        "vctrs"
-      ],
-      "Hash": "e47debdc7ce599b070c8e78e8ac0cfcf"
-    },
-    "tidyselect": {
-      "Package": "tidyselect",
-      "Version": "1.2.0",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "lifecycle",
-        "rlang",
-        "vctrs",
-        "withr"
-      ],
-      "Hash": "79540e5fcd9e0435af547d885f184fd5"
-    },
-    "tinytex": {
-      "Package": "tinytex",
-      "Version": "0.49",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "xfun"
-      ],
-      "Hash": "5ac22900ae0f386e54f1c307eca7d843"
-    },
-    "utf8": {
-      "Package": "utf8",
-      "Version": "1.2.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "62b65c52671e6665f803ff02954446e9"
-    },
-    "uwot": {
-      "Package": "uwot",
-      "Version": "0.1.16",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "FNN",
-        "Matrix",
-        "Rcpp",
-        "RcppAnnoy",
-        "RcppProgress",
-        "dqrng",
-        "irlba",
-        "methods"
-      ],
-      "Hash": "252deaa1c1d6d3da6946694243781ea3"
-    },
-    "vctrs": {
-      "Package": "vctrs",
-      "Version": "0.6.5",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "cli",
-        "glue",
-        "lifecycle",
-        "rlang"
-      ],
-      "Hash": "c03fa420630029418f7e6da3667aac4a"
-    },
-    "vipor": {
-      "Package": "vipor",
-      "Version": "0.4.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "graphics",
-        "stats"
-      ],
-      "Hash": "86493c62c14eb78140f1725003958a77"
-    },
-    "viridis": {
-      "Package": "viridis",
-      "Version": "0.6.4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "ggplot2",
-        "gridExtra",
-        "viridisLite"
-      ],
-      "Hash": "80cd127bc8c9d3d9f0904ead9a9102f1"
-    },
-    "viridisLite": {
-      "Package": "viridisLite",
-      "Version": "0.4.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R"
-      ],
-      "Hash": "c826c7c4241b6fc89ff55aaea3fa7491"
-    },
-    "withr": {
-      "Package": "withr",
-      "Version": "2.5.2",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "grDevices",
-        "graphics",
-        "stats"
-      ],
-      "Hash": "4b25e70111b7d644322e9513f403a272"
-    },
-    "xfun": {
-      "Package": "xfun",
-      "Version": "0.40",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "stats",
-        "tools"
-      ],
-      "Hash": "be07d23211245fc7d4209f54c4e4ffc8"
-    },
-    "xtable": {
-      "Package": "xtable",
-      "Version": "1.8-4",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Requirements": [
-        "R",
-        "stats",
-        "utils"
-      ],
-      "Hash": "b8acdf8af494d9ec19ccb2481a9b11c2"
-    },
-    "yaml": {
-      "Package": "yaml",
-      "Version": "2.3.7",
-      "Source": "Repository",
-      "Repository": "CRAN",
-      "Hash": "0d0056cc5383fbc240ccd0cb584bf436"
-    },
-    "zlibbioc": {
-      "Package": "zlibbioc",
-      "Version": "1.46.0",
-      "Source": "Bioconductor",
-      "Hash": "20158ef5adb641f0b4e8d63136f0e870"
-    }
-  }
-}