{
  "_id": "6a1adaca1d7bb097a09e8afc",
  "Package": "cogena",
  "Version": "1.47.0",
  "Title": "co-expressed gene-set enrichment analysis",
  "Authors@R": "c(person(\"Zhilong\", \"Jia\", role =c(\"aut\", \"cre\"), \nemail=\"zhilongjia@gmail.com\"),\nperson(\"Michael\", \"Barnes\", role = \"aut\", email=\"m.r.barnes@qmul.ac.uk\"))",
  "Description": "cogena is a workflow for co-expressed gene-set enrichment\nanalysis. It aims to discovery smaller scale, but highly\ncorrelated cellular events that may be of great biological\nrelevance. A novel pipeline for drug discovery and drug\nrepositioning based on the cogena workflow is proposed.\nParticularly, candidate drugs can be predicted based on the\ngene expression of disease-related data, or other similar drugs\ncan be identified based on the gene expression of drug-related\ndata. Moreover, the drug mode of action can be disclosed by the\nassociated pathway analysis. In summary, cogena is a flexible\nworkflow for various gene set enrichment analysis for\nco-expressed genes, with a focus on pathway/GO analysis and\ndrug repositioning.",
  "biocViews": "Clustering, GeneSetEnrichment, GeneExpression,\nVisualization, Pathways, KEGG, GO, Microarray, Sequencing,\nSystemsBiology, DataRepresentation, DataImport",
  "Collate": "dist_class.R genecl_class.R cogena_class.R Class_methods.R\ncogena.R upDownGene.R PEI.R sota.R pClusters.R coExp.R\nclEnrich.R clEnrich_one.R enrichment.R gene2set.R\ngeneInCluster.R geneExpInCluster.R corInCluster.R gmt2list.R\ngmtlist2file.R heatmap.3.R heatmapCluster.R heatmapPEI.R\nheatmapCmap.R",
  "License": "LGPL-3",
  "LazyData": "true",
  "Encoding": "UTF-8",
  "URL": "https://github.com/zhilongjia/cogena",
  "NeedsCompilation": "no",
  "BugReports": "https://github.com/zhilongjia/cogena/issues",
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  "Repository": "https://bioc.r-universe.dev",
  "Date/Publication": "2026-04-28 12:41:05 UTC",
  "RemoteUrl": "https://github.com/bioc/cogena",
  "RemoteRef": "HEAD",
  "RemoteSha": "4a6fc62eb0817d06b7176caafdf7408de7964c3e",
  "Packaged": {
    "Date": "2026-05-30 08:55:00 UTC",
    "User": "root"
  },
  "Author": "Zhilong Jia [aut, cre],\nMichael Barnes [aut]",
  "Maintainer": "Zhilong Jia <zhilongjia@gmail.com>",
  "MD5sum": "1b120ba7180a622cfcdd8e4884af4432",
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  "_created": "2026-05-30T08:55:00.000Z",
  "_published": "2026-05-30T12:40:42.367Z",
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  "_help": [
    {
      "page": "AllGeneSymbols",
      "title": "All the gene symbols",
      "topics": [
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    },
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      "page": "clEnrich",
      "title": "Gene set enrichment for clusters",
      "topics": [
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      "title": "Gene set enrichment for clusters (for one clustering method and a certain number of clusters)",
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    },
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      "title": "Basic methods for a genecl object.",
      "topics": [
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        "clusterMethods,cogena-method",
        "clusterMethods,cogena_methods",
        "clusterMethods,genecl-method",
        "clusterMethods,genecl_methods"
      ]
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    {
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      "title": "co-expressed gene-set enrichment analysis",
      "topics": [
        "coExp"
      ]
    },
    {
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      "title": "Co-expressed gene set enrichment analysis",
      "topics": [
        "cogean_package",
        "cogena",
        "cogena_package"
      ]
    },
    {
      "page": "cogena_class",
      "title": "An S4 class to represent co-expressed gene-set enrichment analysis result.",
      "topics": [
        "cogena-class"
      ]
    },
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      "page": "corInCluster",
      "title": "Correlation in the cluster of a cogena object",
      "topics": [
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        "corInCluster,cogena-method",
        "corInCluster,cogena_methods"
      ]
    },
    {
      "page": "DEexprs",
      "title": "gene expression of DEG",
      "topics": [
        "DEexprs"
      ]
    },
    {
      "page": "enrichment",
      "title": "get the enrichment table from a cogena object.",
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        "enrichment,cogena-method",
        "enrichment,cogena_methods"
      ]
    },
    {
      "page": "gene2set",
      "title": "generate relationship between genes and gene-sets",
      "topics": [
        "annotationListToMatrix",
        "gene2set"
      ]
    },
    {
      "page": "genecl_class",
      "title": "An S4 class to represent co-expressed gene",
      "topics": [
        "genecl-class"
      ]
    },
    {
      "page": "geneclusters",
      "title": "geneclusters: get the cluster information of a certain clustering method with a certain number.",
      "topics": [
        "geneclusters",
        "geneclusters,cogena-method",
        "geneclusters,cogena_methods",
        "geneclusters,genecl-method",
        "geneclusters,genecl_methods"
      ]
    },
    {
      "page": "geneExpInCluster",
      "title": "Get gene names in each clusters and the expression profiling.",
      "topics": [
        "geneExpInCluster",
        "geneExpInCluster,cogena-method",
        "geneExpInCluster,cogena_methods"
      ]
    },
    {
      "page": "geneInCluster",
      "title": "Get gene names in a certain cluster.",
      "topics": [
        "geneInCluster",
        "geneInCluster,cogena-method",
        "geneInCluster,cogena_methods,cluster_methods"
      ]
    },
    {
      "page": "gmt2list",
      "title": "read gmt file as a list",
      "topics": [
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      ]
    },
    {
      "page": "gmtlist2file",
      "title": "write gmt list into gmt file",
      "topics": [
        "gmtlist2file"
      ]
    },
    {
      "page": "heatmapCluster",
      "title": "heatmap of gene expression profilings with cluster indication.",
      "topics": [
        "heatmapCluster",
        "heatmapCluster,cogena-method"
      ]
    },
    {
      "page": "heatmapCmap",
      "title": "heatmap designed for for CMap gene set only",
      "topics": [
        "heatmapCmap",
        "heatmapCmap,cogena",
        "heatmapCmap,cogena-method"
      ]
    },
    {
      "page": "heatmapPEI",
      "title": "heatmap of the gene set enrichment from a cogena object.",
      "topics": [
        "heatmapPEI",
        "heatmapPEI,cogena",
        "heatmapPEI,cogena-method"
      ]
    },
    {
      "page": "mat",
      "title": "mat: get the original data from a genecl object.",
      "topics": [
        "mat",
        "mat,cogena-method",
        "mat,cogena_methods",
        "mat,genecl-method",
        "mat,genecl_methods"
      ]
    },
    {
      "page": "nClusters",
      "title": "nClusters: get the number of clusters from a genecl object.",
      "topics": [
        "nClusters",
        "nClusters,cogena-method",
        "nClusters,cogena_methods",
        "nClusters,genecl-method",
        "nClusters,genecl_methods"
      ]
    },
    {
      "page": "PEI",
      "title": "Significance of Gene sets enrichment.",
      "topics": [
        "PEI"
      ]
    },
    {
      "page": "Psoriasis",
      "title": "Psoriasis dataset.",
      "topics": [
        "Psoriasis",
        "Psoriasis,DEexprs,sampleLabel,cogena_result"
      ]
    },
    {
      "page": "sampleLabel",
      "title": "label of samples",
      "topics": [
        "sampleLabel"
      ]
    },
    {
      "page": "show",
      "title": "show: show the class of cogena or genecl object",
      "topics": [
        "show,cogena-method",
        "show,cogena_methods",
        "show,genecl-method"
      ]
    },
    {
      "page": "sota",
      "title": "Self-organizing tree algorithm (SOTA)",
      "topics": [
        "plot.sota",
        "print.sota",
        "sota"
      ]
    },
    {
      "page": "summary",
      "title": "summary: a summary of a genecl object.",
      "topics": [
        "summary,cogena-method",
        "summary,cogena_methods",
        "summary,genecl-method"
      ]
    },
    {
      "page": "upDownGene",
      "title": "Show up or down-regualted genes for a clustering method and the number of clusters.",
      "topics": [
        "logfc",
        "logfc,",
        "upDownGene",
        "upDownGene,cogena",
        "upDownGene,cogena-method"
      ]
    }
  ],
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