{
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  "Package": "pathfindR",
  "Type": "Package",
  "Title": "Enrichment Analysis Utilizing Active Subnetworks",
  "Version": "2.7.0.9000",
  "Authors@R": "c(person(\"Ege\", \"Ulgen\",\nrole = c(\"cre\", \"cph\"),\nemail = \"egeulgen@gmail.com\",\ncomment = c(ORCID = \"0000-0003-2090-3621\")),\nperson(\"Ozan\", \"Ozisik\",\nrole = \"aut\",\nemail = \"ozanytu@gmail.com\",\ncomment = c(ORCID = \"0000-0001-5980-8002\")))",
  "Maintainer": "Ege Ulgen <egeulgen@gmail.com>",
  "Description": "Enrichment analysis enables researchers to uncover\nmechanisms underlying a phenotype. However, conventional\nmethods for enrichment analysis do not take into account\nprotein-protein interaction information, resulting in\nincomplete conclusions. 'pathfindR' is a tool for enrichment\nanalysis utilizing active subnetworks. The main function\nidentifies active subnetworks in a protein-protein interaction\nnetwork using a user-provided list of genes and associated p\nvalues. It then performs enrichment analyses on the identified\nsubnetworks, identifying enriched terms (i.e. pathways or, more\nbroadly, gene sets) that possibly underlie the phenotype of\ninterest. 'pathfindR' also offers functionalities to cluster\nthe enriched terms and identify representative terms in each\ncluster, to score the enriched terms per sample and to\nvisualize analysis results. The enrichment, clustering and\nother methods implemented in 'pathfindR' are described in\ndetail in Ulgen E, Ozisik O, Sezerman OU. 2019. 'pathfindR': An\nR Package for Comprehensive Identification of Enriched Pathways\nin Omics Data Through Active Subnetworks. Front. Genet.\n<doi:10.3389/fgene.2019.00858>.",
  "License": "MIT + file LICENSE",
  "URL": "https://egeulgen.github.io/pathfindR/,\nhttps://github.com/egeulgen/pathfindR",
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  "Repository": "https://egeulgen.r-universe.dev",
  "Date/Publication": "2025-12-22 18:28:02 UTC",
  "RemoteUrl": "https://github.com/egeulgen/pathfindr",
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  "Author": "Ege Ulgen [cre, cph] (ORCID: <https://orcid.org/0000-0003-2090-3621>),\nOzan Ozisik [aut] (ORCID: <https://orcid.org/0000-0001-5980-8002>)",
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    "active_snw_search",
    "annotate_term_genes",
    "cluster_enriched_terms",
    "cluster_graph_vis",
    "combine_pathfindR_results",
    "combined_results_graph",
    "create_kappa_matrix",
    "enrichment",
    "enrichment_analyses",
    "enrichment_chart",
    "fetch_gene_set",
    "filterActiveSnws",
    "fuzzy_term_clustering",
    "get_gene_sets_list",
    "get_pin_file",
    "hierarchical_term_clustering",
    "hyperg_test",
    "input_processing",
    "input_testing",
    "plot_scores",
    "return_pin_path",
    "run_pathfindR",
    "score_terms",
    "summarize_enrichment_results",
    "term_gene_graph",
    "term_gene_heatmap",
    "UpSet_plot",
    "visualize_active_subnetworks",
    "visualize_KEGG_diagram",
    "visualize_term_interactions",
    "visualize_terms"
  ],
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    {
      "page": "active_snw_enrichment_wrapper",
      "title": "Wrapper for Active Subnetwork Search + Enrichment over Single/Multiple Iteration(s)",
      "topics": [
        "active_snw_enrichment_wrapper"
      ]
    },
    {
      "page": "active_snw_search",
      "title": "Perform Active Subnetwork Search",
      "topics": [
        "active_snw_search"
      ]
    },
    {
      "page": "annotate_term_genes",
      "title": "Annotate the Affected Genes in the Provided Enriched Terms",
      "topics": [
        "annotate_term_genes"
      ]
    },
    {
      "page": "check_java_version",
      "title": "Check Java Version",
      "topics": [
        "check_java_version"
      ]
    },
    {
      "page": "cluster_enriched_terms",
      "title": "Cluster Enriched Terms",
      "topics": [
        "cluster_enriched_terms"
      ]
    },
    {
      "page": "cluster_graph_vis",
      "title": "Graph Visualization of Clustered Enriched Terms",
      "topics": [
        "cluster_graph_vis"
      ]
    },
    {
      "page": "color_kegg_pathway",
      "title": "Color hsa KEGG pathway",
      "topics": [
        "color_kegg_pathway"
      ]
    },
    {
      "page": "combine_pathfindR_results",
      "title": "Combine 2 pathfindR Results",
      "topics": [
        "combine_pathfindR_results"
      ]
    },
    {
      "page": "combined_results_graph",
      "title": "Combined Results Graph",
      "topics": [
        "combined_results_graph"
      ]
    },
    {
      "page": "configure_output_dir",
      "title": "Configure Output Directory Name",
      "topics": [
        "configure_output_dir"
      ]
    },
    {
      "page": "create_HTML_report",
      "title": "Create HTML Report of pathfindR Results",
      "topics": [
        "create_HTML_report"
      ]
    },
    {
      "page": "create_kappa_matrix",
      "title": "Create Kappa Statistics Matrix",
      "topics": [
        "create_kappa_matrix"
      ]
    },
    {
      "page": "enrichment",
      "title": "Perform Enrichment Analysis for a Single Gene Set",
      "topics": [
        "enrichment"
      ]
    },
    {
      "page": "enrichment_analyses",
      "title": "Perform Enrichment Analyses on the Input Subnetworks",
      "topics": [
        "enrichment_analyses"
      ]
    },
    {
      "page": "enrichment_chart",
      "title": "Create Bubble Chart of Enrichment Results",
      "topics": [
        "enrichment_chart"
      ]
    },
    {
      "page": "fetch_gene_set",
      "title": "Fetch Gene Set Objects",
      "topics": [
        "fetch_gene_set"
      ]
    },
    {
      "page": "fetch_java_version",
      "title": "Obtain Java Version",
      "topics": [
        "fetch_java_version"
      ]
    },
    {
      "page": "filterActiveSnws",
      "title": "Parse Active Subnetwork Search Output File and Filter the Subnetworks",
      "topics": [
        "filterActiveSnws"
      ]
    },
    {
      "page": "fuzzy_term_clustering",
      "title": "Heuristic Fuzzy Multiple-linkage Partitioning of Enriched Terms",
      "topics": [
        "fuzzy_term_clustering"
      ]
    },
    {
      "page": "get_biogrid_pin",
      "title": "Retrieve the Requested Release of Organism-specific BioGRID PIN",
      "topics": [
        "get_biogrid_pin"
      ]
    },
    {
      "page": "get_gene_sets_list",
      "title": "Retrieve Organism-specific Gene Sets List",
      "topics": [
        "get_gene_sets_list"
      ]
    },
    {
      "page": "get_kegg_gsets",
      "title": "Retrieve Organism-specific KEGG Pathway Gene Sets",
      "topics": [
        "get_kegg_gsets"
      ]
    },
    {
      "page": "get_mgsigdb_gsets",
      "title": "Retrieve Organism-specific MSigDB Gene Sets",
      "topics": [
        "get_mgsigdb_gsets"
      ]
    },
    {
      "page": "get_pin_file",
      "title": "Retrieve Organism-specific PIN data",
      "topics": [
        "get_pin_file"
      ]
    },
    {
      "page": "get_reactome_gsets",
      "title": "Retrieve Reactome Pathway Gene Sets",
      "topics": [
        "get_reactome_gsets"
      ]
    },
    {
      "page": "gset_list_from_gmt",
      "title": "Retrieve Gene Sets from GMT-format File",
      "topics": [
        "gset_list_from_gmt"
      ]
    },
    {
      "page": "hierarchical_term_clustering",
      "title": "Hierarchical Clustering of Enriched Terms",
      "topics": [
        "hierarchical_term_clustering"
      ]
    },
    {
      "page": "hyperg_test",
      "title": "Hypergeometric Distribution-based Hypothesis Testing",
      "topics": [
        "hyperg_test"
      ]
    },
    {
      "page": "input_processing",
      "title": "Process Input",
      "topics": [
        "input_processing"
      ]
    },
    {
      "page": "input_testing",
      "title": "Input Testing",
      "topics": [
        "input_testing"
      ]
    },
    {
      "page": "isColor",
      "title": "Check if value is a valid color",
      "topics": [
        "isColor"
      ]
    },
    {
      "page": "pathfindr",
      "title": "pathfindR: A package for Enrichment Analysis Utilizing Active Subnetworks",
      "topics": [
        "pathfindR-package",
        "pathfindR"
      ]
    },
    {
      "page": "plot_scores",
      "title": "Plot the Heatmap of Score Matrix of Enriched Terms per Sample",
      "topics": [
        "plot_scores"
      ]
    },
    {
      "page": "process_pin",
      "title": "Process Data frame of Protein-protein Interactions",
      "topics": [
        "process_pin"
      ]
    },
    {
      "page": "return_pin_path",
      "title": "Return The Path to Given Protein-Protein Interaction Network (PIN)",
      "topics": [
        "return_pin_path"
      ]
    },
    {
      "page": "run_pathfindr",
      "title": "Wrapper Function for pathfindR - Active-Subnetwork-Oriented Enrichment Workflow",
      "topics": [
        "run_pathfindR"
      ]
    },
    {
      "page": "safe_get_content",
      "title": "Safely download and parse web content",
      "topics": [
        "safe_get_content"
      ]
    },
    {
      "page": "score_terms",
      "title": "Calculate Agglomerated Scores of Enriched Terms for Each Subject",
      "topics": [
        "score_terms"
      ]
    },
    {
      "page": "single_iter_wrapper",
      "title": "Active Subnetwork Search + Enrichment Analysis Wrapper for a Single Iteration",
      "topics": [
        "single_iter_wrapper"
      ]
    },
    {
      "page": "summarize_enrichment_results",
      "title": "Summarize Enrichment Results",
      "topics": [
        "summarize_enrichment_results"
      ]
    },
    {
      "page": "term_gene_graph",
      "title": "Create Term-Gene Graph",
      "topics": [
        "term_gene_graph"
      ]
    },
    {
      "page": "term_gene_heatmap",
      "title": "Create Terms by Genes Heatmap",
      "topics": [
        "term_gene_heatmap"
      ]
    },
    {
      "page": "UpSet_plot",
      "title": "Create UpSet Plot of Enriched Terms",
      "topics": [
        "UpSet_plot"
      ]
    },
    {
      "page": "visualize_active_subnetworks",
      "title": "Visualize Active Subnetworks",
      "topics": [
        "visualize_active_subnetworks"
      ]
    },
    {
      "page": "visualize_KEGG_diagram",
      "title": "Visualize Human KEGG Pathways",
      "topics": [
        "visualize_KEGG_diagram"
      ]
    },
    {
      "page": "visualize_term_interactions",
      "title": "Visualize Interactions of Genes Involved in the Given Enriched Terms",
      "topics": [
        "visualize_term_interactions"
      ]
    },
    {
      "page": "visualize_terms",
      "title": "Create Diagrams for Enriched Terms",
      "topics": [
        "visualize_terms"
      ]
    }
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