{
  "_id": "6a1177dbacfb0bcc41cf97ad",
  "Package": "OmnipathR",
  "Type": "Package",
  "Title": "OmniPath web service client and more",
  "Version": "3.19.1",
  "Authors@R": "c(\nperson(\ngiven = \"Alberto\",\nfamily = \"Valdeolivas\",\nrole = c(\"aut\"),\nemail = \"alvaldeolivas@gmail.com\",\ncomment = c(ORCID = \"0000-0001-5482-9023\")),\nperson(\ngiven = \"Denes\",\nfamily = \"Turei\",\nrole = c(\"aut\"),\nemail = \"turei.denes@gmail.com\",\ncomment = c(ORCID = \"0000-0002-7249-9379\")),\nperson(\ngiven = \"Attila\",\nfamily = \"Gabor\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-0776-1182\")),\nperson(\ngiven = \"Diego\",\nfamily = \"Mananes\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0001-7247-6794\")),\nperson(\ngiven = \"Aurelien\",\nfamily = \"Dugourd\",\nrole = \"aut\",\ncomment = c(ORCID = \"0000-0002-0714-028X\")),\nperson(\ngiven = \"Zaoqu\",\nfamily = \"Liu\",\nrole = c(\"cre\", \"ctb\"),\nemail = \"liuzaoqu@163.com\",\ncomment = c(ORCID = \"0000-0002-0452-742X\")))",
  "Author": "Zaoqu Liu [cre, ctb], Alberto Valdeolivas [aut], Denes Turei\n[aut], Attila Gabor [aut], Diego Mananes [aut], Aurelien\nDugourd [aut]",
  "Maintainer": "Zaoqu Liu <liuzaoqu@163.com>",
  "Description": "A client for the OmniPath web service\n(https://www.omnipathdb.org) and many other resources. It also\nincludes functions to transform and pretty print some of the\ndownloaded data, functions to access a number of other\nresources such as BioPlex, ConsensusPathDB, EVEX, Gene\nOntology, Guide to Pharmacology (IUPHAR/BPS), Harmonizome,\nHTRIdb, Human Phenotype Ontology, InWeb InBioMap, KEGG Pathway,\nPathway Commons, Ramilowski et al. 2015, RegNetwork, ReMap, TF\ncensus, TRRUST and Vinayagam et al. 2011. Furthermore,\nOmnipathR features a close integration with the NicheNet method\nfor ligand activity prediction from transcriptomics data, and\nits R implementation `nichenetr` (available only on github).",
  "License": "MIT + file LICENSE",
  "URL": "https://r.omnipathdb.org/",
  "BugReports": "https://github.com/Zaoqu-Liu/OmnipathR/issues",
  "biocViews": "GraphAndNetwork, Network, Pathways, Software,\nThirdPartyClient, DataImport, DataRepresentation,\nGeneSignaling, GeneRegulation, SystemsBiology, Transcriptomics,\nSingleCell, Annotation, KEGG",
  "Encoding": "UTF-8",
  "VignetteBuilder": "knitr",
  "RoxygenNote": "7.3.3",
  "Config/pak/sysreqs": "cmake libglpk-dev make libicu-dev libuv1-dev\nlibxml2-dev libssl-dev libx11-dev",
  "Repository": "https://zaoqu-liu.r-universe.dev",
  "Date/Publication": "2026-01-23 15:20:57 UTC",
  "RemoteUrl": "https://github.com/Zaoqu-Liu/OmnipathR",
  "RemoteRef": "master",
  "RemoteSha": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
  "NeedsCompilation": "no",
  "Packaged": {
    "Date": "2026-05-23 09:34:59 UTC",
    "User": "root"
  },
  "MD5sum": "c63c879147cf98c49adcbc5bdaa4a00e",
  "_user": "zaoqu-liu",
  "_type": "src",
  "_file": "OmnipathR_3.19.1.tar.gz",
  "_fileid": "017f383b0044dae28d58bc62fa5b0f00037af02f7728af591f9834f69d1ae308",
  "_filesize": 4087389,
  "_sha256": "017f383b0044dae28d58bc62fa5b0f00037af02f7728af591f9834f69d1ae308",
  "_created": "2026-05-23T09:34:59.000Z",
  "_published": "2026-05-23T09:48:11.431Z",
  "_distro": "noble",
  "_jobs": [
    {
      "job": 77512725230,
      "time": 663,
      "config": "linux-devel-x86_64",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7176050244"
    },
    {
      "job": 77512725233,
      "time": 658,
      "config": "linux-release-x86_64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7176049821"
    },
    {
      "job": 77512725232,
      "time": 497,
      "config": "macos-oldrel-arm64",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7176035011"
    },
    {
      "job": 77512725234,
      "time": 539,
      "config": "macos-release-arm64",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7176038852"
    },
    {
      "job": 77511086122,
      "time": 2025,
      "config": "source",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7175988163"
    },
    {
      "job": 77512725226,
      "time": 144,
      "config": "wasm-release",
      "r": "4.6.0",
      "check": "OK",
      "artifact": "7176002055"
    },
    {
      "job": 77512725250,
      "time": 536,
      "config": "windows-devel",
      "r": "4.7.0",
      "check": "ERROR",
      "artifact": "7176038480"
    },
    {
      "job": 77512725246,
      "time": 728,
      "config": "windows-oldrel",
      "r": "4.5.3",
      "check": "ERROR",
      "artifact": "7176056181"
    },
    {
      "job": 77512725237,
      "time": 725,
      "config": "windows-release",
      "r": "4.6.0",
      "check": "ERROR",
      "artifact": "7176055776"
    }
  ],
  "_buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298",
  "_status": "success",
  "_host": "GitHub-Actions",
  "_upstream": "https://github.com/Zaoqu-Liu/OmnipathR",
  "_commit": {
    "id": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
    "author": "Zaoqu-Liu <liuzaoqu@163.com>",
    "committer": "Zaoqu-Liu <liuzaoqu@163.com>",
    "message": "Fix DESCRIPTION and vignettes for R CMD check\n\n- Add Author and Maintainer fields to DESCRIPTION\n- Set Zaoqu Liu as maintainer (cre)\n- Add ORCID for Zaoqu Liu\n- Fix network error handling in vignettes\n- Rebuild pkgdown documentation\n",
    "time": 1769181657
  },
  "_maintainer": {
    "name": "Zaoqu Liu",
    "email": "liuzaoqu@163.com",
    "login": "zaoqu-liu",
    "orcid": "0000-0002-0452-742X",
    "description": "AI4S",
    "uuid": 68080738
  },
  "_registered": true,
  "_dependencies": [
    {
      "package": "R",
      "version": ">= 4.0",
      "role": "Depends"
    },
    {
      "package": "checkmate",
      "role": "Imports"
    },
    {
      "package": "crayon",
      "role": "Imports"
    },
    {
      "package": "curl",
      "role": "Imports"
    },
    {
      "package": "digest",
      "role": "Imports"
    },
    {
      "package": "dplyr",
      "version": ">= 1.1.0",
      "role": "Imports"
    },
    {
      "package": "fs",
      "role": "Imports"
    },
    {
      "package": "httr2",
      "role": "Imports"
    },
    {
      "package": "igraph",
      "role": "Imports"
    },
    {
      "package": "jsonlite",
      "role": "Imports"
    },
    {
      "package": "later",
      "role": "Imports"
    },
    {
      "package": "logger",
      "role": "Imports"
    },
    {
      "package": "lubridate",
      "role": "Imports"
    },
    {
      "package": "magrittr",
      "role": "Imports"
    },
    {
      "package": "progress",
      "role": "Imports"
    },
    {
      "package": "purrr",
      "role": "Imports"
    },
    {
      "package": "rappdirs",
      "role": "Imports"
    },
    {
      "package": "readr",
      "version": ">= 2.0.0",
      "role": "Imports"
    },
    {
      "package": "readxl",
      "role": "Imports"
    },
    {
      "package": "rlang",
      "role": "Imports"
    },
    {
      "package": "rmarkdown",
      "role": "Imports"
    },
    {
      "package": "RSQLite",
      "role": "Imports"
    },
    {
      "package": "R.utils",
      "role": "Imports"
    },
    {
      "package": "rvest",
      "role": "Imports"
    },
    {
      "package": "sessioninfo",
      "role": "Imports"
    },
    {
      "package": "stats",
      "role": "Imports"
    },
    {
      "package": "stringi",
      "role": "Imports"
    },
    {
      "package": "stringr",
      "role": "Imports"
    },
    {
      "package": "tibble",
      "role": "Imports"
    },
    {
      "package": "tidyr",
      "role": "Imports"
    },
    {
      "package": "tidyselect",
      "role": "Imports"
    },
    {
      "package": "tools",
      "role": "Imports"
    },
    {
      "package": "utils",
      "role": "Imports"
    },
    {
      "package": "vctrs",
      "role": "Imports"
    },
    {
      "package": "withr",
      "role": "Imports"
    },
    {
      "package": "XML",
      "role": "Imports"
    },
    {
      "package": "xml2",
      "role": "Imports"
    },
    {
      "package": "yaml",
      "role": "Imports"
    },
    {
      "package": "zip",
      "role": "Imports"
    },
    {
      "package": "BiocStyle",
      "role": "Suggests"
    },
    {
      "package": "bookdown",
      "role": "Suggests"
    },
    {
      "package": "ggplot2",
      "role": "Suggests"
    },
    {
      "package": "ggraph",
      "role": "Suggests"
    },
    {
      "package": "gprofiler2",
      "role": "Suggests"
    },
    {
      "package": "knitr",
      "role": "Suggests"
    },
    {
      "package": "mlrMBO",
      "role": "Suggests"
    },
    {
      "package": "parallelMap",
      "role": "Suggests"
    },
    {
      "package": "ParamHelpers",
      "role": "Suggests"
    },
    {
      "package": "R.matlab",
      "role": "Suggests"
    },
    {
      "package": "sigmajs",
      "role": "Suggests"
    },
    {
      "package": "smoof",
      "role": "Suggests"
    },
    {
      "package": "testthat",
      "role": "Suggests"
    }
  ],
  "_owner": "zaoqu-liu",
  "_selfowned": true,
  "_usedby": 4,
  "_updates": [
    {
      "week": "2026-04",
      "n": 4
    }
  ],
  "_tags": [],
  "_bioc": [
    {
      "branch": "devel",
      "version": "4.1.0",
      "bioc": "3.24"
    },
    {
      "branch": "release",
      "version": "4.0.0",
      "bioc": "3.23"
    }
  ],
  "_topics": [
    "graphandnetwork",
    "network",
    "pathways",
    "software",
    "thirdpartyclient",
    "dataimport",
    "datarepresentation",
    "genesignaling",
    "generegulation",
    "systemsbiology",
    "transcriptomics",
    "singlecell",
    "annotation",
    "kegg",
    "quarto"
  ],
  "_stars": 0,
  "_contributors": [
    {
      "user": "zaoqu-liu",
      "count": 4,
      "uuid": 68080738
    }
  ],
  "_userbio": {
    "uuid": 68080738,
    "type": "user",
    "name": "LIU Zaoqu",
    "description": "AI4S"
  },
  "_downloads": {
    "count": 0,
    "source": "https://cranlogs.r-pkg.org/downloads/total/last-month/OmnipathR"
  },
  "_devurl": "https://github.com/zaoqu-liu/omnipathr",
  "_pkgdown": "https://r.omnipathdb.org/",
  "_searchresults": 378,
  "_quarto": true,
  "_rbuild": "4.6.0",
  "_assets": [
    "extra/citation.cff",
    "extra/citation.html",
    "extra/citation.json",
    "extra/citation.txt",
    "extra/contents.json",
    "extra/NEWS.html",
    "extra/NEWS.txt",
    "extra/OmnipathR.html",
    "extra/readme.html",
    "extra/readme.md",
    "manual.pdf"
  ],
  "_homeurl": "https://github.com/saezlab/omnipathr",
  "_realowner": "bioc",
  "_cranurl": false,
  "_exports": [
    "all_interactions",
    "all_uniprot_acs",
    "all_uniprots",
    "ambiguity",
    "ancestors",
    "annotated_network",
    "annotation_categories",
    "annotation_resources",
    "annotations",
    "biomart_query",
    "bioplex_all",
    "bioplex_hct116_1",
    "bioplex1",
    "bioplex2",
    "bioplex3",
    "bma_motif_es",
    "bma_motif_vs",
    "chalmers_gem",
    "chalmers_gem_id_mapping_table",
    "chalmers_gem_id_type",
    "chalmers_gem_metabolites",
    "chalmers_gem_network",
    "chalmers_gem_raw",
    "chalmers_gem_reactions",
    "collectri",
    "common_name",
    "complex_genes",
    "complex_resources",
    "complexes",
    "config_path",
    "consensuspathdb_download",
    "consensuspathdb_raw_table",
    "cosmos_pkn",
    "curated_ligand_receptor_interactions",
    "curated_ligrec_stats",
    "database_summary",
    "datasets_one_column",
    "descendants",
    "dorothea",
    "ensembl_dataset",
    "ensembl_id_mapping_table",
    "ensembl_id_type",
    "ensembl_name",
    "ensembl_organisms",
    "ensembl_organisms_raw",
    "ensembl_orthology",
    "ensure_igraph",
    "enzsub_graph",
    "enzsub_resources",
    "enzyme_substrate",
    "evex_download",
    "evidences",
    "extra_attr_values",
    "extra_attrs",
    "extra_attrs_to_cols",
    "filter_by_resource",
    "filter_evidences",
    "filter_extra_attrs",
    "filter_intercell",
    "filter_intercell_network",
    "find_all_paths",
    "from_evidences",
    "get_annotation_resources",
    "get_complex_genes",
    "get_complex_resources",
    "get_db",
    "get_enzsub_resources",
    "get_interaction_resources",
    "get_intercell_categories",
    "get_intercell_generic_categories",
    "get_intercell_resources",
    "get_ontology_db",
    "get_resources",
    "giant_component",
    "go_annot_download",
    "go_annot_slim",
    "go_ontology_download",
    "graph_interaction",
    "guide2pharma_download",
    "harmonizome_download",
    "has_extra_attrs",
    "hmdb_id_mapping_table",
    "hmdb_id_type",
    "hmdb_metabolite_fields",
    "hmdb_protein_fields",
    "hmdb_table",
    "homologene_download",
    "homologene_organisms",
    "homologene_raw",
    "homologene_uniprot_orthology",
    "hpo_download",
    "htridb_download",
    "id_translation_resources",
    "id_types",
    "import_all_interactions",
    "import_dorothea_interactions",
    "import_intercell_network",
    "import_kinaseextra_interactions",
    "import_ligrecextra_interactions",
    "import_lncrna_mrna_interactions",
    "import_mirnatarget_interactions",
    "import_omnipath_annotations",
    "import_omnipath_complexes",
    "import_omnipath_enzsub",
    "import_omnipath_interactions",
    "import_omnipath_intercell",
    "import_pathwayextra_interactions",
    "import_post_translational_interactions",
    "import_small_molecule_protein_interactions",
    "import_tf_mirna_interactions",
    "import_tf_target_interactions",
    "import_transcriptional_interactions",
    "inbiomap_download",
    "inbiomap_raw",
    "interaction_datasets",
    "interaction_graph",
    "interaction_resources",
    "interaction_types",
    "intercell",
    "intercell_categories",
    "intercell_consensus_filter",
    "intercell_generic_categories",
    "intercell_network",
    "intercell_resources",
    "intercell_summary",
    "is_ontology_id",
    "is_swissprot",
    "is_trembl",
    "is_uniprot",
    "kegg_api_templates",
    "kegg_conv",
    "kegg_databases",
    "kegg_ddi",
    "kegg_find",
    "kegg_info",
    "kegg_link",
    "kegg_list",
    "kegg_open",
    "kegg_operations",
    "kegg_organism_codes",
    "kegg_organisms",
    "kegg_pathway_annotations",
    "kegg_pathway_download",
    "kegg_pathway_list",
    "kegg_pathways_download",
    "kegg_picture",
    "kegg_process",
    "kegg_query",
    "kegg_request",
    "kegg_rm_prefix",
    "kinaseextra",
    "kinasephos",
    "latin_name",
    "ligrecextra",
    "lncrna_mrna",
    "load_config",
    "load_db",
    "logfile",
    "metalinksdb_sqlite",
    "metalinksdb_table",
    "metalinksdb_tables",
    "mirna_target",
    "ncbi_taxid",
    "nichenet_build_model",
    "nichenet_expression_data",
    "nichenet_gr_network",
    "nichenet_gr_network_evex",
    "nichenet_gr_network_harmonizome",
    "nichenet_gr_network_htridb",
    "nichenet_gr_network_omnipath",
    "nichenet_gr_network_pathwaycommons",
    "nichenet_gr_network_regnetwork",
    "nichenet_gr_network_remap",
    "nichenet_gr_network_trrust",
    "nichenet_ligand_activities",
    "nichenet_ligand_target_links",
    "nichenet_ligand_target_matrix",
    "nichenet_lr_network",
    "nichenet_lr_network_guide2pharma",
    "nichenet_lr_network_omnipath",
    "nichenet_lr_network_ramilowski",
    "nichenet_main",
    "nichenet_networks",
    "nichenet_optimization",
    "nichenet_remove_orphan_ligands",
    "nichenet_results_dir",
    "nichenet_signaling_network",
    "nichenet_signaling_network_cpdb",
    "nichenet_signaling_network_evex",
    "nichenet_signaling_network_harmonizome",
    "nichenet_signaling_network_inbiomap",
    "nichenet_signaling_network_omnipath",
    "nichenet_signaling_network_pathwaycommons",
    "nichenet_signaling_network_vinayagam",
    "nichenet_test",
    "nichenet_workarounds",
    "obo_parser",
    "oma_code",
    "oma_organisms",
    "oma_pairwise",
    "oma_pairwise_genesymbols",
    "oma_pairwise_translated",
    "omnipath",
    "omnipath_cache_autoclean",
    "omnipath_cache_clean",
    "omnipath_cache_clean_db",
    "omnipath_cache_download_ready",
    "omnipath_cache_filter_versions",
    "omnipath_cache_get",
    "omnipath_cache_key",
    "omnipath_cache_latest_or_new",
    "omnipath_cache_latest_version",
    "omnipath_cache_load",
    "omnipath_cache_move_in",
    "omnipath_cache_remove",
    "omnipath_cache_save",
    "omnipath_cache_search",
    "omnipath_cache_set_ext",
    "omnipath_cache_update_status",
    "omnipath_cache_wipe",
    "omnipath_config_path",
    "omnipath_for_cosmos",
    "omnipath_interactions",
    "omnipath_load_config",
    "omnipath_log",
    "omnipath_logfile",
    "omnipath_msg",
    "omnipath_query",
    "omnipath_reset_config",
    "omnipath_save_config",
    "omnipath_set_cachedir",
    "omnipath_set_console_loglevel",
    "omnipath_set_logfile_loglevel",
    "omnipath_set_loglevel",
    "omnipath_show_db",
    "omnipath_unlock_cache_db",
    "only_from",
    "ontology_ensure_id",
    "ontology_ensure_name",
    "ontology_name_id",
    "organism_for",
    "orthology_translate_column",
    "pathwaycommons_download",
    "pathwayextra",
    "pivot_annotations",
    "post_translational",
    "preppi_download",
    "preppi_filter",
    "print_bma_motif_es",
    "print_bma_motif_vs",
    "print_interactions",
    "print_path_es",
    "print_path_vs",
    "pubmed_open",
    "query_info",
    "ramilowski_download",
    "ramp_id_mapping_table",
    "ramp_id_type",
    "ramp_sqlite",
    "ramp_table",
    "ramp_tables",
    "read_log",
    "recon3d_compartments",
    "recon3d_genes",
    "recon3d_metabolites",
    "recon3d_raw",
    "recon3d_raw_matlab",
    "recon3d_raw_vmh",
    "recon3d_reactions",
    "regnetwork_directions",
    "regnetwork_download",
    "relations_list_to_table",
    "relations_table_to_graph",
    "relations_table_to_list",
    "remap_dorothea_download",
    "remap_filtered",
    "remap_tf_target_download",
    "reset_config",
    "resource_info",
    "resources",
    "resources_colname",
    "resources_in",
    "save_config",
    "set_loglevel",
    "show_network",
    "signed_ptms",
    "simplify_intercell_network",
    "small_molecule",
    "static_table",
    "static_tables",
    "stitch_actions",
    "stitch_links",
    "stitch_network",
    "stitch_remove_prefixes",
    "subnetwork",
    "swap_relations",
    "swissprots_only",
    "tf_mirna",
    "tf_target",
    "tfcensus_download",
    "transcriptional",
    "translate_ids",
    "translate_ids_multi",
    "trembls_only",
    "trrust_download",
    "uniprot_full_id_mapping_table",
    "uniprot_genesymbol_cleanup",
    "uniprot_id_mapping_table",
    "uniprot_id_type",
    "uniprot_idmapping_id_types",
    "uniprot_organisms",
    "unique_intercell_network",
    "unnest_evidences",
    "uploadlists_id_type",
    "vinayagam_download",
    "walk_ontology_tree",
    "with_extra_attrs",
    "with_references",
    "zenodo_download"
  ],
  "_help": [
    {
      "page": "dot-omnipathr_options_defaults",
      "title": "Default values for the package options",
      "topics": [
        ".omnipathr_options_defaults"
      ]
    },
    {
      "page": "all_uniprot_acs",
      "title": "All UniProt ACs for one organism",
      "topics": [
        "all_uniprot_acs"
      ]
    },
    {
      "page": "all_uniprots",
      "title": "A table with all UniProt records",
      "topics": [
        "all_uniprots"
      ]
    },
    {
      "page": "ambiguity",
      "title": "Inspect the ambiguity of a mapping",
      "topics": [
        "ambiguity"
      ]
    },
    {
      "page": "ancestors",
      "title": "All ancestors in the ontology tree",
      "topics": [
        "ancestors"
      ]
    },
    {
      "page": "annotated_network",
      "title": "Network interactions with annotations",
      "topics": [
        "annotated_network"
      ]
    },
    {
      "page": "annotation_categories",
      "title": "Annotation categories and resources",
      "topics": [
        "annotation_categories"
      ]
    },
    {
      "page": "annotation_resources",
      "title": "Retrieves a list of available resources in the annotations database of OmniPath",
      "topics": [
        "annotation_resources",
        "get_annotation_resources"
      ]
    },
    {
      "page": "annotations",
      "title": "Protein and gene annotations from OmniPath",
      "topics": [
        "annotations",
        "import_omnipath_annotations"
      ]
    },
    {
      "page": "biomart_query",
      "title": "Query the Ensembl BioMart web service",
      "topics": [
        "biomart_query"
      ]
    },
    {
      "page": "bioplex_all",
      "title": "Downloads all BioPlex interaction datasets",
      "topics": [
        "bioplex_all"
      ]
    },
    {
      "page": "bioplex_hct116_1",
      "title": "Downloads the BioPlex HCT116 version 1.0 interaction dataset",
      "topics": [
        "bioplex_hct116_1"
      ]
    },
    {
      "page": "bioplex1",
      "title": "Downloads the BioPlex version 1.0 interaction dataset",
      "topics": [
        "bioplex1"
      ]
    },
    {
      "page": "bioplex2",
      "title": "Downloads the BioPlex version 2.0 interaction dataset",
      "topics": [
        "bioplex2"
      ]
    },
    {
      "page": "bioplex3",
      "title": "Downloads the BioPlex version 3.0 interaction dataset",
      "topics": [
        "bioplex3"
      ]
    },
    {
      "page": "bma_motif_es",
      "title": "BMA motifs from a sequence of edges",
      "topics": [
        "bma_motif_es"
      ]
    },
    {
      "page": "bma_motif_vs",
      "title": "Prints a BMA motif to the screen from a sequence of nodes, which can be copy/pasted into the BMA canvas",
      "topics": [
        "bma_motif_vs"
      ]
    },
    {
      "page": "chalmers_gem",
      "title": "Genome scale metabolic model by Wang et al. 2021",
      "topics": [
        "chalmers_gem"
      ]
    },
    {
      "page": "chalmers_gem_id_mapping_table",
      "title": "Metabolite ID translation tables from Chalmers Sysbio",
      "topics": [
        "chalmers_gem_id_mapping_table"
      ]
    },
    {
      "page": "chalmers_gem_id_type",
      "title": "Metabolite identifier type label used in Chalmers Sysbio GEM",
      "topics": [
        "chalmers_gem_id_type"
      ]
    },
    {
      "page": "chalmers_gem_metabolites",
      "title": "Metabolites from the Chalmers SysBio GEM (Wang et al., 2021)",
      "topics": [
        "chalmers_gem_metabolites"
      ]
    },
    {
      "page": "chalmers_gem_network",
      "title": "Chalmers SysBio GEM in the form of gene-metabolite interactions",
      "topics": [
        "chalmers_gem_network"
      ]
    },
    {
      "page": "chalmers_gem_raw",
      "title": "GEM matlab file from Chalmers Sysbio (Wang et al., 2021)",
      "topics": [
        "chalmers_gem_raw"
      ]
    },
    {
      "page": "chalmers_gem_reactions",
      "title": "Reactions from the Chalmers SysBio GEM (Wang et al., 2021)",
      "topics": [
        "chalmers_gem_reactions"
      ]
    },
    {
      "page": "common_name",
      "title": "Common (English) names of organisms",
      "topics": [
        "common_name"
      ]
    },
    {
      "page": "complex_genes",
      "title": "Get all the molecular complexes for a given gene(s)",
      "topics": [
        "complex_genes",
        "get_complex_genes"
      ]
    },
    {
      "page": "complex_resources",
      "title": "Retrieve a list of complex resources available in Omnipath",
      "topics": [
        "complex_resources",
        "get_complex_resources"
      ]
    },
    {
      "page": "complexes",
      "title": "Protein complexes from OmniPath",
      "topics": [
        "complexes",
        "import_omnipath_complexes"
      ]
    },
    {
      "page": "consensuspathdb_download",
      "title": "Retrieves the ConsensusPathDB network",
      "topics": [
        "consensuspathdb_download"
      ]
    },
    {
      "page": "consensuspathdb_raw_table",
      "title": "Downloads interaction data from ConsensusPathDB",
      "topics": [
        "consensuspathdb_raw_table"
      ]
    },
    {
      "page": "cosmos_pkn",
      "title": "Prior knowledge network (PKN) for COSMOS",
      "topics": [
        "cosmos_pkn"
      ]
    },
    {
      "page": "curated_ligand_receptor_interactions",
      "title": "Curated ligand-receptor interactions",
      "topics": [
        "curated_ligand_receptor_interactions"
      ]
    },
    {
      "page": "curated_ligrec_stats",
      "title": "Statistics about literature curated ligand-receptor interactions",
      "topics": [
        "curated_ligrec_stats"
      ]
    },
    {
      "page": "database_summary",
      "title": "Summary of the annotations and intercell database contents",
      "topics": [
        "database_summary"
      ]
    },
    {
      "page": "datasets_one_column",
      "title": "Create a column with dataset names listed",
      "topics": [
        "datasets_one_column"
      ]
    },
    {
      "page": "descendants",
      "title": "All descendants in the ontology tree",
      "topics": [
        "descendants"
      ]
    },
    {
      "page": "ensembl_dataset",
      "title": "Ensembl dataset name from organism",
      "topics": [
        "ensembl_dataset"
      ]
    },
    {
      "page": "ensembl_id_mapping_table",
      "title": "Identifier translation table from Ensembl",
      "topics": [
        "ensembl_id_mapping_table"
      ]
    },
    {
      "page": "ensembl_id_type",
      "title": "Ensembl identifier type label",
      "topics": [
        "ensembl_id_type"
      ]
    },
    {
      "page": "ensembl_name",
      "title": "Ensembl identifiers of organisms",
      "topics": [
        "ensembl_name"
      ]
    },
    {
      "page": "ensembl_organisms",
      "title": "Organism names and identifiers from Ensembl",
      "topics": [
        "ensembl_organisms"
      ]
    },
    {
      "page": "ensembl_organisms_raw",
      "title": "Table of Ensembl organisms",
      "topics": [
        "ensembl_organisms_raw"
      ]
    },
    {
      "page": "ensembl_orthology",
      "title": "Orthologous gene pairs from Ensembl",
      "topics": [
        "ensembl_orthology"
      ]
    },
    {
      "page": "ensure_igraph",
      "title": "Converts a network to igraph object unless it is already one",
      "topics": [
        "ensure_igraph"
      ]
    },
    {
      "page": "enzsub_graph",
      "title": "Enzyme-substrate graph",
      "topics": [
        "enzsub_graph"
      ]
    },
    {
      "page": "enzsub_resources",
      "title": "Retrieves a list of enzyme-substrate resources available in OmniPath",
      "topics": [
        "enzsub_resources",
        "get_enzsub_resources"
      ]
    },
    {
      "page": "enzyme_substrate",
      "title": "Enzyme-substrate (PTM) relationships from OmniPath",
      "topics": [
        "enzyme_substrate",
        "import_omnipath_enzsub"
      ]
    },
    {
      "page": "evex_download",
      "title": "Interactions from the EVEX database",
      "topics": [
        "evex_download"
      ]
    },
    {
      "page": "evidences",
      "title": "Show evidences for an interaction",
      "topics": [
        "evidences"
      ]
    },
    {
      "page": "extra_attr_values",
      "title": "Possible values of an extra attribute",
      "topics": [
        "extra_attr_values"
      ]
    },
    {
      "page": "extra_attrs",
      "title": "Extra attribute names in an interaction data frame",
      "topics": [
        "extra_attrs"
      ]
    },
    {
      "page": "extra_attrs_to_cols",
      "title": "New columns from extra attributes",
      "topics": [
        "extra_attrs_to_cols"
      ]
    },
    {
      "page": "filter_by_resource",
      "title": "Filters OmniPath data by resources",
      "topics": [
        "filter_by_resource"
      ]
    },
    {
      "page": "filter_evidences",
      "title": "Filter evidences by dataset, resource and license",
      "topics": [
        "filter_evidences"
      ]
    },
    {
      "page": "filter_extra_attrs",
      "title": "Filter interactions by extra attribute values",
      "topics": [
        "filter_extra_attrs"
      ]
    },
    {
      "page": "filter_intercell",
      "title": "Filter intercell annotations",
      "topics": [
        "filter_intercell"
      ]
    },
    {
      "page": "filter_intercell_network",
      "title": "Quality filter an intercell network",
      "topics": [
        "filter_intercell_network"
      ]
    },
    {
      "page": "find_all_paths",
      "title": "All paths between two groups of vertices",
      "topics": [
        "find_all_paths"
      ]
    },
    {
      "page": "from_evidences",
      "title": "Recreate interaction records from evidences columns",
      "topics": [
        "from_evidences"
      ]
    },
    {
      "page": "get_db",
      "title": "Access a built in database",
      "topics": [
        "get_db"
      ]
    },
    {
      "page": "get_ontology_db",
      "title": "Access an ontology database",
      "topics": [
        "get_ontology_db"
      ]
    },
    {
      "page": "giant_component",
      "title": "Giant component of a graph",
      "topics": [
        "giant_component"
      ]
    },
    {
      "page": "go_annot_download",
      "title": "Gene annotations from Gene Ontology",
      "topics": [
        "go_annot_download"
      ]
    },
    {
      "page": "go_annot_slim",
      "title": "GO slim gene annotations",
      "topics": [
        "go_annot_slim"
      ]
    },
    {
      "page": "go_ontology_download",
      "title": "The Gene Ontology tree",
      "topics": [
        "go_ontology_download"
      ]
    },
    {
      "page": "graph_interaction",
      "title": "Interaction data frame from igraph graph object",
      "topics": [
        "graph_interaction"
      ]
    },
    {
      "page": "guide2pharma_download",
      "title": "Downloads interactions from the Guide to Pharmacology database",
      "topics": [
        "guide2pharma_download"
      ]
    },
    {
      "page": "harmonizome_download",
      "title": "Downloads a Harmonizome network dataset",
      "topics": [
        "harmonizome_download"
      ]
    },
    {
      "page": "has_extra_attrs",
      "title": "Tells if an interaction data frame has an extra_attrs column",
      "topics": [
        "has_extra_attrs"
      ]
    },
    {
      "page": "hmdb_id_mapping_table",
      "title": "Identifier translation table from HMDB",
      "topics": [
        "hmdb_id_mapping_table"
      ]
    },
    {
      "page": "hmdb_id_type",
      "title": "HMDB identifier type label",
      "topics": [
        "hmdb_id_type"
      ]
    },
    {
      "page": "hmdb_metabolite_fields",
      "title": "Field names for the HMDB metabolite dataset",
      "topics": [
        "hmdb_metabolite_fields"
      ]
    },
    {
      "page": "hmdb_protein_fields",
      "title": "Field names for the HMDB proteins dataset",
      "topics": [
        "hmdb_protein_fields"
      ]
    },
    {
      "page": "hmdb_table",
      "title": "Download a HMDB XML file and process it into a table",
      "topics": [
        "hmdb_table"
      ]
    },
    {
      "page": "homologene_download",
      "title": "Orthology table for a pair of organisms",
      "topics": [
        "homologene_download"
      ]
    },
    {
      "page": "homologene_organisms",
      "title": "Organisms in NCBI HomoloGene",
      "topics": [
        "homologene_organisms"
      ]
    },
    {
      "page": "homologene_raw",
      "title": "Orthology data from NCBI HomoloGene",
      "topics": [
        "homologene_raw"
      ]
    },
    {
      "page": "homologene_uniprot_orthology",
      "title": "Orthology table with UniProt IDs",
      "topics": [
        "homologene_uniprot_orthology"
      ]
    },
    {
      "page": "hpo_download",
      "title": "Downloads protein annotations from Human Phenotype Ontology",
      "topics": [
        "hpo_download"
      ]
    },
    {
      "page": "htridb_download",
      "title": "Downloads TF-target interactions from HTRIdb",
      "topics": [
        "htridb_download"
      ]
    },
    {
      "page": "id_translation_resources",
      "title": "List available ID translation resources",
      "topics": [
        "id_translation_resources"
      ]
    },
    {
      "page": "id_types",
      "title": "ID types and synonyms in identifier translation",
      "topics": [
        "id_types"
      ]
    },
    {
      "page": "inbiomap_download",
      "title": "Downloads and preprocesses network data from InWeb InBioMap",
      "topics": [
        "inbiomap_download"
      ]
    },
    {
      "page": "inbiomap_raw",
      "title": "Downloads network data from InWeb InBioMap",
      "topics": [
        "inbiomap_raw"
      ]
    },
    {
      "page": "interaction_datasets",
      "title": "Datasets in the OmniPath Interactions database",
      "topics": [
        "interaction_datasets"
      ]
    },
    {
      "page": "interaction_graph",
      "title": "Build Omnipath interaction graph",
      "topics": [
        "interaction_graph"
      ]
    },
    {
      "page": "interaction_resources",
      "title": "Interaction resources available in Omnipath",
      "topics": [
        "get_interaction_resources",
        "interaction_resources"
      ]
    },
    {
      "page": "interaction_types",
      "title": "Interaction types in the OmniPath Interactions database",
      "topics": [
        "interaction_types"
      ]
    },
    {
      "page": "intercell",
      "title": "Cell-cell communication roles from OmniPath",
      "topics": [
        "import_omnipath_intercell",
        "intercell"
      ]
    },
    {
      "page": "intercell_categories",
      "title": "Categories in the intercell database of OmniPath",
      "topics": [
        "get_intercell_categories",
        "intercell_categories"
      ]
    },
    {
      "page": "intercell_consensus_filter",
      "title": "Quality filter for intercell annotations",
      "topics": [
        "intercell_consensus_filter"
      ]
    },
    {
      "page": "intercell_generic_categories",
      "title": "Retrieves a list of the generic categories in the intercell database of OmniPath",
      "topics": [
        "get_intercell_generic_categories",
        "intercell_generic_categories"
      ]
    },
    {
      "page": "intercell_network",
      "title": "Intercellular communication network",
      "topics": [
        "import_intercell_network",
        "intercell_network"
      ]
    },
    {
      "page": "intercell_resources",
      "title": "Retrieves a list of intercellular communication resources available in OmniPath",
      "topics": [
        "get_intercell_resources",
        "intercell_resources"
      ]
    },
    {
      "page": "intercell_summary",
      "title": "Full list of intercell categories and resources",
      "topics": [
        "intercell_summary"
      ]
    },
    {
      "page": "is_ontology_id",
      "title": "Looks like an ontology ID",
      "topics": [
        "is_ontology_id"
      ]
    },
    {
      "page": "is_swissprot",
      "title": "Check for SwissProt IDs",
      "topics": [
        "is_swissprot"
      ]
    },
    {
      "page": "is_trembl",
      "title": "Check for TrEMBL IDs",
      "topics": [
        "is_trembl"
      ]
    },
    {
      "page": "is_uniprot",
      "title": "Looks like a UniProt ID?",
      "topics": [
        "is_uniprot"
      ]
    },
    {
      "page": "kegg_api_templates",
      "title": "List of templates in the KEGG REST API",
      "topics": [
        "kegg_api_templates"
      ]
    },
    {
      "page": "kegg_conv",
      "title": "Convert KEGG identifiers to/from outside identifiers",
      "topics": [
        "kegg_conv"
      ]
    },
    {
      "page": "kegg_databases",
      "title": "List of databases (endpoints) in the KEGG REST API",
      "topics": [
        "kegg_databases"
      ]
    },
    {
      "page": "kegg_ddi",
      "title": "Find adverse drug-drug interactions in KEGG",
      "topics": [
        "kegg_ddi"
      ]
    },
    {
      "page": "kegg_find",
      "title": "Find entries in KEGG with matching query keyword or other query data",
      "topics": [
        "kegg_find"
      ]
    },
    {
      "page": "kegg_info",
      "title": "Information about a KEGG Pathway",
      "topics": [
        "kegg_info"
      ]
    },
    {
      "page": "kegg_link",
      "title": "Find related KEGG entries by using database cross-references",
      "topics": [
        "kegg_link"
      ]
    },
    {
      "page": "kegg_list",
      "title": "Obtain a list of KEGG entry identifiers and associated names",
      "topics": [
        "kegg_list"
      ]
    },
    {
      "page": "kegg_open",
      "title": "Open a KEGG Pathway diagram in the browser",
      "topics": [
        "kegg_open"
      ]
    },
    {
      "page": "kegg_operations",
      "title": "List of operations in the KEGG REST API",
      "topics": [
        "kegg_operations"
      ]
    },
    {
      "page": "kegg_organism_codes",
      "title": "All 3 letter organism code from KEGG",
      "topics": [
        "kegg_organism_codes"
      ]
    },
    {
      "page": "kegg_organisms",
      "title": "List of organisms in KEGG",
      "topics": [
        "kegg_organisms"
      ]
    },
    {
      "page": "kegg_pathway_annotations",
      "title": "Protein pathway annotations",
      "topics": [
        "kegg_pathway_annotations"
      ]
    },
    {
      "page": "kegg_pathway_download",
      "title": "Download one KEGG pathway",
      "topics": [
        "kegg_pathway_download"
      ]
    },
    {
      "page": "kegg_pathway_list",
      "title": "List of KEGG pathways",
      "topics": [
        "kegg_pathway_list"
      ]
    },
    {
      "page": "kegg_pathways_download",
      "title": "Download the KEGG Pathways database",
      "topics": [
        "kegg_pathways_download"
      ]
    },
    {
      "page": "kegg_picture",
      "title": "Download a pathway diagram as a picture",
      "topics": [
        "kegg_picture"
      ]
    },
    {
      "page": "kegg_process",
      "title": "Interactions from KGML",
      "topics": [
        "kegg_process"
      ]
    },
    {
      "page": "kegg_query",
      "title": "Compile a query for the KEGG REST API",
      "topics": [
        "kegg_query"
      ]
    },
    {
      "page": "kegg_request",
      "title": "Perform a KEGG REST API request",
      "topics": [
        "kegg_request"
      ]
    },
    {
      "page": "kegg_rm_prefix",
      "title": "Remove prefix from KEGG foreign database identifiers",
      "topics": [
        "kegg_rm_prefix"
      ]
    },
    {
      "page": "kinasephos",
      "title": "Kinase-PTM relationships from KinasePhos 3.0",
      "topics": [
        "kinasephos"
      ]
    },
    {
      "page": "latin_name",
      "title": "Latin (scientific) names of organisms",
      "topics": [
        "latin_name"
      ]
    },
    {
      "page": "load_db",
      "title": "Load a built in database",
      "topics": [
        "load_db"
      ]
    },
    {
      "page": "metalinksdb_sqlite",
      "title": "Open MetalinksDB as an SQLite3 connection",
      "topics": [
        "metalinksdb_sqlite"
      ]
    },
    {
      "page": "metalinksdb_table",
      "title": "A table from MetalinksDB",
      "topics": [
        "metalinksdb_table"
      ]
    },
    {
      "page": "metalinksdb_tables",
      "title": "List tables in MetalinksDB",
      "topics": [
        "metalinksdb_tables"
      ]
    },
    {
      "page": "ncbi_taxid",
      "title": "NCBI Taxonomy IDs of organisms",
      "topics": [
        "ncbi_taxid"
      ]
    },
    {
      "page": "nichenet_build_model",
      "title": "Construct a NicheNet ligand-target model",
      "topics": [
        "nichenet_build_model"
      ]
    },
    {
      "page": "nichenet_expression_data",
      "title": "Expression data from ligand-receptor perturbation experiments used by NicheNet",
      "topics": [
        "nichenet_expression_data"
      ]
    },
    {
      "page": "nichenet_gr_network",
      "title": "Builds a NicheNet gene regulatory network",
      "topics": [
        "nichenet_gr_network"
      ]
    },
    {
      "page": "nichenet_gr_network_evex",
      "title": "NicheNet gene regulatory network from EVEX",
      "topics": [
        "nichenet_gr_network_evex"
      ]
    },
    {
      "page": "nichenet_gr_network_harmonizome",
      "title": "NicheNet gene regulatory network from Harmonizome",
      "topics": [
        "nichenet_gr_network_harmonizome"
      ]
    },
    {
      "page": "nichenet_gr_network_htridb",
      "title": "NicheNet gene regulatory network from HTRIdb",
      "topics": [
        "nichenet_gr_network_htridb"
      ]
    },
    {
      "page": "nichenet_gr_network_omnipath",
      "title": "Builds gene regulatory network for NicheNet using OmniPath",
      "topics": [
        "nichenet_gr_network_omnipath"
      ]
    },
    {
      "page": "nichenet_gr_network_pathwaycommons",
      "title": "NicheNet gene regulatory network from PathwayCommons",
      "topics": [
        "nichenet_gr_network_pathwaycommons"
      ]
    },
    {
      "page": "nichenet_gr_network_regnetwork",
      "title": "NicheNet gene regulatory network from RegNetwork",
      "topics": [
        "nichenet_gr_network_regnetwork"
      ]
    },
    {
      "page": "nichenet_gr_network_remap",
      "title": "NicheNet gene regulatory network from ReMap",
      "topics": [
        "nichenet_gr_network_remap"
      ]
    },
    {
      "page": "nichenet_gr_network_trrust",
      "title": "NicheNet gene regulatory network from TRRUST",
      "topics": [
        "nichenet_gr_network_trrust"
      ]
    },
    {
      "page": "nichenet_ligand_activities",
      "title": "Calls the NicheNet ligand activity analysis",
      "topics": [
        "nichenet_ligand_activities"
      ]
    },
    {
      "page": "nichenet_ligand_target_links",
      "title": "Compiles a table with weighted ligand-target links",
      "topics": [
        "nichenet_ligand_target_links"
      ]
    },
    {
      "page": "nichenet_ligand_target_matrix",
      "title": "Creates a NicheNet ligand-target matrix",
      "topics": [
        "nichenet_ligand_target_matrix"
      ]
    },
    {
      "page": "nichenet_lr_network",
      "title": "Builds a NicheNet ligand-receptor network",
      "topics": [
        "nichenet_lr_network"
      ]
    },
    {
      "page": "nichenet_lr_network_guide2pharma",
      "title": "Ligand-receptor network from Guide to Pharmacology",
      "topics": [
        "nichenet_lr_network_guide2pharma"
      ]
    },
    {
      "page": "nichenet_lr_network_omnipath",
      "title": "Builds ligand-receptor network for NicheNet using OmniPath",
      "topics": [
        "nichenet_lr_network_omnipath"
      ]
    },
    {
      "page": "nichenet_lr_network_ramilowski",
      "title": "Ligand-receptor network from Ramilowski 2015",
      "topics": [
        "nichenet_lr_network_ramilowski"
      ]
    },
    {
      "page": "nichenet_main",
      "title": "Executes the full NicheNet pipeline",
      "topics": [
        "nichenet_main"
      ]
    },
    {
      "page": "nichenet_networks",
      "title": "Builds NicheNet network prior knowledge",
      "topics": [
        "nichenet_networks"
      ]
    },
    {
      "page": "nichenet_optimization",
      "title": "Optimizes NicheNet model parameters",
      "topics": [
        "nichenet_optimization"
      ]
    },
    {
      "page": "nichenet_remove_orphan_ligands",
      "title": "Removes experiments with orphan ligands",
      "topics": [
        "nichenet_remove_orphan_ligands"
      ]
    },
    {
      "page": "nichenet_results_dir",
      "title": "Path to the current NicheNet results directory",
      "topics": [
        "nichenet_results_dir"
      ]
    },
    {
      "page": "nichenet_signaling_network",
      "title": "Builds a NicheNet signaling network",
      "topics": [
        "nichenet_signaling_network"
      ]
    },
    {
      "page": "nichenet_signaling_network_cpdb",
      "title": "Builds signaling network for NicheNet using ConsensusPathDB",
      "topics": [
        "nichenet_signaling_network_cpdb"
      ]
    },
    {
      "page": "nichenet_signaling_network_evex",
      "title": "NicheNet signaling network from EVEX",
      "topics": [
        "nichenet_signaling_network_evex"
      ]
    },
    {
      "page": "nichenet_signaling_network_harmonizome",
      "title": "NicheNet signaling network from Harmonizome",
      "topics": [
        "nichenet_signaling_network_harmonizome"
      ]
    },
    {
      "page": "nichenet_signaling_network_inbiomap",
      "title": "NicheNet signaling network from InWeb InBioMap",
      "topics": [
        "nichenet_signaling_network_inbiomap"
      ]
    },
    {
      "page": "nichenet_signaling_network_omnipath",
      "title": "Builds signaling network for NicheNet using OmniPath",
      "topics": [
        "nichenet_signaling_network_omnipath"
      ]
    },
    {
      "page": "nichenet_signaling_network_pathwaycommons",
      "title": "NicheNet signaling network from PathwayCommons",
      "topics": [
        "nichenet_signaling_network_pathwaycommons"
      ]
    },
    {
      "page": "nichenet_signaling_network_vinayagam",
      "title": "NicheNet signaling network from Vinayagam",
      "topics": [
        "nichenet_signaling_network_vinayagam"
      ]
    },
    {
      "page": "nichenet_test",
      "title": "Run the NicheNet pipeline with a little dummy network",
      "topics": [
        "nichenet_test"
      ]
    },
    {
      "page": "nichenet_workarounds",
      "title": "Workarounds using NicheNet without attaching the package",
      "topics": [
        "nichenet_workarounds"
      ]
    },
    {
      "page": "obo_parser",
      "title": "Generic OBO parser",
      "topics": [
        "obo_parser"
      ]
    },
    {
      "page": "oma_code",
      "title": "Orthologous Matrix (OMA) codes of organisms",
      "topics": [
        "oma_code"
      ]
    },
    {
      "page": "oma_organisms",
      "title": "Organism identifiers from the Orthologous Matrix",
      "topics": [
        "oma_organisms"
      ]
    },
    {
      "page": "oma_pairwise",
      "title": "Orthologous gene pairs between two organisms",
      "topics": [
        "oma_pairwise"
      ]
    },
    {
      "page": "oma_pairwise_genesymbols",
      "title": "Orthologous pairs of gene symbols between two organisms",
      "topics": [
        "oma_pairwise_genesymbols"
      ]
    },
    {
      "page": "oma_pairwise_translated",
      "title": "Orthologous pairs between two organisms for ID types not supported by OMA",
      "topics": [
        "oma_pairwise_translated"
      ]
    },
    {
      "page": "omnipath_cache_autoclean",
      "title": "Keeps only the latest versions of complete downloads",
      "topics": [
        "omnipath_cache_autoclean"
      ]
    },
    {
      "page": "omnipath_cache_clean",
      "title": "Removes the items from the cache directory which are unknown by the cache database",
      "topics": [
        "omnipath_cache_clean"
      ]
    },
    {
      "page": "omnipath_cache_clean_db",
      "title": "Removes the cache database entries without existing files",
      "topics": [
        "omnipath_cache_clean_db"
      ]
    },
    {
      "page": "omnipath_cache_download_ready",
      "title": "Sets the download status to ready for a cache item",
      "topics": [
        "omnipath_cache_download_ready"
      ]
    },
    {
      "page": "omnipath_cache_filter_versions",
      "title": "Filters the versions from one cache record",
      "topics": [
        "omnipath_cache_filter_versions"
      ]
    },
    {
      "page": "omnipath_cache_get",
      "title": "Retrieves one item from the cache directory",
      "topics": [
        "omnipath_cache_get"
      ]
    },
    {
      "page": "omnipath_cache_key",
      "title": "Generates a hash which identifies an element in the cache database",
      "topics": [
        "omnipath_cache_key"
      ]
    },
    {
      "page": "omnipath_cache_latest_or_new",
      "title": "The latest or a new version of a cache record",
      "topics": [
        "omnipath_cache_latest_or_new"
      ]
    },
    {
      "page": "omnipath_cache_latest_version",
      "title": "Finds the most recent version in a cache record",
      "topics": [
        "omnipath_cache_latest_version"
      ]
    },
    {
      "page": "omnipath_cache_load",
      "title": "Loads an R object from the cache",
      "topics": [
        "omnipath_cache_load"
      ]
    },
    {
      "page": "omnipath_cache_move_in",
      "title": "Moves an existing file into the cache",
      "topics": [
        "omnipath_cache_move_in"
      ]
    },
    {
      "page": "omnipath_cache_remove",
      "title": "Removes contents from the cache directory",
      "topics": [
        "omnipath_cache_remove"
      ]
    },
    {
      "page": "omnipath_cache_save",
      "title": "Saves an R object to the cache",
      "topics": [
        "omnipath_cache_save"
      ]
    },
    {
      "page": "omnipath_cache_search",
      "title": "Searches for cache items",
      "topics": [
        "omnipath_cache_search"
      ]
    },
    {
      "page": "omnipath_cache_set_ext",
      "title": "Sets the file extension for a cache record",
      "topics": [
        "omnipath_cache_set_ext"
      ]
    },
    {
      "page": "omnipath_cache_update_status",
      "title": "Updates the status of an existing cache record",
      "topics": [
        "omnipath_cache_update_status"
      ]
    },
    {
      "page": "omnipath_cache_wipe",
      "title": "Permanently removes all the cache contents",
      "topics": [
        "omnipath_cache_wipe"
      ]
    },
    {
      "page": "omnipath_config_path",
      "title": "Current config file path of OmnipathR",
      "topics": [
        "config_path",
        "omnipath_config_path"
      ]
    },
    {
      "page": "omnipath_for_cosmos",
      "title": "OmniPath PPI for the COSMOS PKN",
      "topics": [
        "omnipath_for_cosmos"
      ]
    },
    {
      "page": "omnipath_load_config",
      "title": "Load the package configuration from a config file",
      "topics": [
        "load_config",
        "omnipath_load_config"
      ]
    },
    {
      "page": "omnipath_log",
      "title": "Browse the current OmnipathR log file",
      "topics": [
        "omnipath_log",
        "read_log"
      ]
    },
    {
      "page": "omnipath_logfile",
      "title": "Path to the current OmnipathR log file",
      "topics": [
        "logfile",
        "omnipath_logfile"
      ]
    },
    {
      "page": "omnipath_msg",
      "title": "Dispatch a message to the OmnipathR logger",
      "topics": [
        "omnipath_msg"
      ]
    },
    {
      "page": "omnipath_query",
      "title": "Download data from the OmniPath web service",
      "topics": [
        "omnipath_query"
      ]
    },
    {
      "page": "omnipath_save_config",
      "title": "Save the current package configuration",
      "topics": [
        "omnipath_save_config",
        "save_config"
      ]
    },
    {
      "page": "omnipath_set_cachedir",
      "title": "Change the cache directory",
      "topics": [
        "omnipath_set_cachedir"
      ]
    },
    {
      "page": "omnipath_set_console_loglevel",
      "title": "Sets the log level for the console",
      "topics": [
        "omnipath_set_console_loglevel"
      ]
    },
    {
      "page": "omnipath_set_logfile_loglevel",
      "title": "Sets the log level for the logfile",
      "topics": [
        "omnipath_set_logfile_loglevel"
      ]
    },
    {
      "page": "omnipath_set_loglevel",
      "title": "Sets the log level for the package logger",
      "topics": [
        "omnipath_set_loglevel",
        "set_loglevel"
      ]
    },
    {
      "page": "omnipath_show_db",
      "title": "Built in database definitions",
      "topics": [
        "omnipath_show_db"
      ]
    },
    {
      "page": "omnipath_unlock_cache_db",
      "title": "Removes the lock file from the cache directory",
      "topics": [
        "omnipath_unlock_cache_db"
      ]
    },
    {
      "page": "omnipath-interactions",
      "title": "Molecular interactions from OmniPath",
      "topics": [
        "all_interactions",
        "collectri",
        "dorothea",
        "import_all_interactions",
        "import_dorothea_interactions",
        "import_kinaseextra_interactions",
        "import_ligrecextra_interactions",
        "import_lncrna_mrna_interactions",
        "import_mirnatarget_interactions",
        "import_omnipath_interactions",
        "import_pathwayextra_interactions",
        "import_post_translational_interactions",
        "import_small_molecule_protein_interactions",
        "import_tf_mirna_interactions",
        "import_tf_target_interactions",
        "import_transcriptional_interactions",
        "kinaseextra",
        "ligrecextra",
        "lncrna_mrna",
        "mirna_target",
        "omnipath",
        "omnipath-interactions",
        "omnipath_interactions",
        "pathwayextra",
        "post_translational",
        "small_molecule",
        "tf_mirna",
        "tf_target",
        "transcriptional"
      ]
    },
    {
      "page": "OmnipathR",
      "title": "The OmnipathR package",
      "topics": [
        "OmnipathR-package",
        "OmnipathR"
      ]
    },
    {
      "page": "only_from",
      "title": "Recreate interaction data frame based on certain datasets and resources",
      "topics": [
        "only_from"
      ]
    },
    {
      "page": "ontology_ensure_id",
      "title": "Only ontology IDs",
      "topics": [
        "ontology_ensure_id"
      ]
    },
    {
      "page": "ontology_ensure_name",
      "title": "Only ontology term names",
      "topics": [
        "ontology_ensure_name"
      ]
    },
    {
      "page": "ontology_name_id",
      "title": "Translate between ontology IDs and names",
      "topics": [
        "ontology_name_id"
      ]
    },
    {
      "page": "organism_for",
      "title": "Make sure the resource supports the organism and it has the ID",
      "topics": [
        "organism_for"
      ]
    },
    {
      "page": "orthology_translate_column",
      "title": "Translate a column of identifiers by orthologous gene pairs",
      "topics": [
        "orthology_translate_column"
      ]
    },
    {
      "page": "pathwaycommons_download",
      "title": "Interactions from PathwayCommons",
      "topics": [
        "pathwaycommons_download"
      ]
    },
    {
      "page": "pivot_annotations",
      "title": "Converts annotation tables to a wide format",
      "topics": [
        "pivot_annotations"
      ]
    },
    {
      "page": "preppi_download",
      "title": "Interactions from PrePPI",
      "topics": [
        "preppi_download"
      ]
    },
    {
      "page": "preppi_filter",
      "title": "Filter PrePPI interactions by scores",
      "topics": [
        "preppi_filter"
      ]
    },
    {
      "page": "print_bma_motif_es",
      "title": "Prints BMA motifs to the screen from a sequence of edges",
      "topics": [
        "print_bma_motif_es"
      ]
    },
    {
      "page": "print_bma_motif_vs",
      "title": "Prints BMA motifs to the screen from a sequence of nodes",
      "topics": [
        "print_bma_motif_vs"
      ]
    },
    {
      "page": "print_interactions",
      "title": "Print OmniPath interactions",
      "topics": [
        "print_interactions"
      ]
    },
    {
      "page": "print_path_es",
      "title": "Prints network paths in an edge sequence",
      "topics": [
        "print_path_es"
      ]
    },
    {
      "page": "print_path_vs",
      "title": "Print networks paths given by node sequence",
      "topics": [
        "print_path_vs"
      ]
    },
    {
      "page": "pubmed_open",
      "title": "Open one or more PubMed articles",
      "topics": [
        "pubmed_open"
      ]
    },
    {
      "page": "query_info",
      "title": "OmniPath query parameters",
      "topics": [
        "query_info"
      ]
    },
    {
      "page": "ramilowski_download",
      "title": "Downloads ligand-receptor interactions from Ramilowski et al. 2015",
      "topics": [
        "ramilowski_download"
      ]
    },
    {
      "page": "ramp_id_mapping_table",
      "title": "Pairwise ID translation table from RaMP database",
      "topics": [
        "ramp_id_mapping_table"
      ]
    },
    {
      "page": "ramp_id_type",
      "title": "RaMP identifier type label",
      "topics": [
        "ramp_id_type"
      ]
    },
    {
      "page": "ramp_sqlite",
      "title": "Download and open RaMP database SQLite",
      "topics": [
        "ramp_sqlite"
      ]
    },
    {
      "page": "ramp_table",
      "title": "Return table from RaMP database",
      "topics": [
        "ramp_table"
      ]
    },
    {
      "page": "ramp_tables",
      "title": "List tables in RaMP database",
      "topics": [
        "ramp_tables"
      ]
    },
    {
      "page": "recon3d",
      "title": "Metabolites from Recon-3D",
      "topics": [
        "recon3d_compartments",
        "recon3d_genes",
        "recon3d_metabolites",
        "recon3d_reactions"
      ]
    },
    {
      "page": "recon3d_raw",
      "title": "Recon-3D from JSON",
      "topics": [
        "recon3d_raw"
      ]
    },
    {
      "page": "recon3d_raw_matlab",
      "title": "Recon3D model from BiGG",
      "topics": [
        "recon3d_raw_matlab"
      ]
    },
    {
      "page": "recon3d_raw_vmh",
      "title": "Recon-3D model from Virtual Metabolic Human",
      "topics": [
        "recon3d_raw_vmh"
      ]
    },
    {
      "page": "regnetwork_directions",
      "title": "Transcription factor effects from RegNetwork",
      "topics": [
        "regnetwork_directions"
      ]
    },
    {
      "page": "regnetwork_download",
      "title": "Interactions from RegNetwork",
      "topics": [
        "regnetwork_download"
      ]
    },
    {
      "page": "relations_list_to_table",
      "title": "Table from a nested list of ontology relations",
      "topics": [
        "relations_list_to_table"
      ]
    },
    {
      "page": "relations_table_to_graph",
      "title": "Graph from a table of ontology relations",
      "topics": [
        "relations_table_to_graph"
      ]
    },
    {
      "page": "relations_table_to_list",
      "title": "Nested list from a table of ontology relations",
      "topics": [
        "relations_table_to_list"
      ]
    },
    {
      "page": "remap_dorothea_download",
      "title": "Downloads TF-target interactions from ReMap",
      "topics": [
        "remap_dorothea_download"
      ]
    },
    {
      "page": "remap_filtered",
      "title": "Downloads TF-target interactions from ReMap",
      "topics": [
        "remap_filtered"
      ]
    },
    {
      "page": "remap_tf_target_download",
      "title": "Downloads TF-target interactions from ReMap",
      "topics": [
        "remap_tf_target_download"
      ]
    },
    {
      "page": "omnipath_reset_config",
      "title": "Restore the built-in default values of all config parameters of a package",
      "topics": [
        "omnipath_reset_config",
        "reset_config"
      ]
    },
    {
      "page": "resource_info",
      "title": "OmniPath resource information",
      "topics": [
        "resource_info"
      ]
    },
    {
      "page": "resources",
      "title": "Retrieve the available resources for a given query type",
      "topics": [
        "get_resources",
        "resources"
      ]
    },
    {
      "page": "resources_colname",
      "title": "Name of the column with the resources",
      "topics": [
        "resources_colname"
      ]
    },
    {
      "page": "resources_in",
      "title": "Collect resource names from a data frame",
      "topics": [
        "resources_in"
      ]
    },
    {
      "page": "show_network",
      "title": "Visualize node neighborhood with SigmaJS",
      "topics": [
        "show_network"
      ]
    },
    {
      "page": "signed_ptms",
      "title": "Causal effect enzyme-PTM interactions",
      "topics": [
        "get_signed_ptms",
        "signed_ptms"
      ]
    },
    {
      "page": "simplify_intercell_network",
      "title": "Simplify an intercell network",
      "topics": [
        "simplify_intercell_network"
      ]
    },
    {
      "page": "static_table",
      "title": "Retrieve a static table from OmniPath",
      "topics": [
        "static_table"
      ]
    },
    {
      "page": "static_tables",
      "title": "List the static tables available from OmniPath",
      "topics": [
        "static_tables"
      ]
    },
    {
      "page": "stitch_actions",
      "title": "Retrieve the STITCH actions dataset",
      "topics": [
        "stitch_actions"
      ]
    },
    {
      "page": "stitch_links",
      "title": "Retrieve the STITCH links dataset",
      "topics": [
        "stitch_links"
      ]
    },
    {
      "page": "stitch_network",
      "title": "Chemical-protein interactions from STITCH",
      "topics": [
        "stitch_network"
      ]
    },
    {
      "page": "stitch_remove_prefixes",
      "title": "Remove the prefixes from STITCH identifiers",
      "topics": [
        "stitch_remove_prefixes"
      ]
    },
    {
      "page": "subnetwork",
      "title": "Extract a custom subnetwork from a large network",
      "topics": [
        "subnetwork"
      ]
    },
    {
      "page": "swap_relations",
      "title": "Reverse the direction of ontology relations",
      "topics": [
        "swap_relations"
      ]
    },
    {
      "page": "swissprots_only",
      "title": "Retain only SwissProt IDs",
      "topics": [
        "swissprots_only"
      ]
    },
    {
      "page": "tfcensus_download",
      "title": "Downloads the list of transcription factors from TF census",
      "topics": [
        "tfcensus_download"
      ]
    },
    {
      "page": "translate_ids",
      "title": "Translate gene, protein and small molecule identifiers",
      "topics": [
        "translate_ids"
      ]
    },
    {
      "page": "translate_ids_multi",
      "title": "Translate gene, protein and small molecule identifiers from multiple columns",
      "topics": [
        "translate_ids_multi"
      ]
    },
    {
      "page": "trembls_only",
      "title": "Retain only TrEMBL IDs",
      "topics": [
        "trembls_only"
      ]
    },
    {
      "page": "trrust_download",
      "title": "Downloads TF-target interactions from TRRUST",
      "topics": [
        "trrust_download"
      ]
    },
    {
      "page": "uniprot_full_id_mapping_table",
      "title": "Creates an ID translation table from UniProt data",
      "topics": [
        "uniprot_full_id_mapping_table"
      ]
    },
    {
      "page": "uniprot_genesymbol_cleanup",
      "title": "TrEMBL to SwissProt by gene names",
      "topics": [
        "uniprot_genesymbol_cleanup"
      ]
    },
    {
      "page": "uniprot_id_mapping_table",
      "title": "ID translation data from UniProt ID Mapping",
      "topics": [
        "uniprot_id_mapping_table"
      ]
    },
    {
      "page": "uniprot_id_type",
      "title": "UniProt identifier type label",
      "topics": [
        "uniprot_id_type"
      ]
    },
    {
      "page": "uniprot_idmapping_id_types",
      "title": "ID types available in the UniProt ID Mapping service",
      "topics": [
        "uniprot_idmapping_id_types"
      ]
    },
    {
      "page": "uniprot_organisms",
      "title": "UniProt taxonomy data",
      "topics": [
        "uniprot_organisms"
      ]
    },
    {
      "page": "unique_intercell_network",
      "title": "Unique intercellular interactions",
      "topics": [
        "unique_intercell_network"
      ]
    },
    {
      "page": "unnest_evidences",
      "title": "Separate evidences by direction and effect sign",
      "topics": [
        "unnest_evidences"
      ]
    },
    {
      "page": "uploadlists_id_type",
      "title": "UniProt Uploadlists identifier type label",
      "topics": [
        "uploadlists_id_type"
      ]
    },
    {
      "page": "vinayagam_download",
      "title": "Protein-protein interactions from Vinayagam 2011",
      "topics": [
        "vinayagam_download"
      ]
    },
    {
      "page": "walk_ontology_tree",
      "title": "All nodes of a subtree starting from the selected nodes",
      "topics": [
        "walk_ontology_tree"
      ]
    },
    {
      "page": "with_extra_attrs",
      "title": "Interaction records having certain extra attributes",
      "topics": [
        "with_extra_attrs"
      ]
    },
    {
      "page": "with_references",
      "title": "Interactions having references",
      "topics": [
        "with_references"
      ]
    },
    {
      "page": "zenodo_download",
      "title": "Retrieves data from Zenodo",
      "topics": [
        "zenodo_download"
      ]
    }
  ],
  "_pkglogo": "https://github.com/Zaoqu-Liu/OmnipathR/raw/master/logo.svg",
  "_readme": "https://github.com/Zaoqu-Liu/OmnipathR/raw/master/README.md",
  "_rundeps": [
    "askpass",
    "backports",
    "base64enc",
    "bit",
    "bit64",
    "blob",
    "bslib",
    "cachem",
    "cellranger",
    "checkmate",
    "cli",
    "clipr",
    "cpp11",
    "crayon",
    "curl",
    "DBI",
    "digest",
    "dplyr",
    "evaluate",
    "fastmap",
    "fontawesome",
    "fs",
    "generics",
    "glue",
    "highr",
    "hms",
    "htmltools",
    "httr",
    "httr2",
    "igraph",
    "jquerylib",
    "jsonlite",
    "knitr",
    "later",
    "lattice",
    "lifecycle",
    "logger",
    "lubridate",
    "magrittr",
    "Matrix",
    "memoise",
    "mime",
    "openssl",
    "pillar",
    "pkgconfig",
    "prettyunits",
    "progress",
    "purrr",
    "R.methodsS3",
    "R.oo",
    "R.utils",
    "R6",
    "rappdirs",
    "Rcpp",
    "readr",
    "readxl",
    "rematch",
    "rlang",
    "rmarkdown",
    "RSQLite",
    "rvest",
    "sass",
    "selectr",
    "sessioninfo",
    "stringi",
    "stringr",
    "sys",
    "tibble",
    "tidyr",
    "tidyselect",
    "timechange",
    "tinytex",
    "tzdb",
    "utf8",
    "vctrs",
    "vroom",
    "withr",
    "xfun",
    "XML",
    "xml2",
    "yaml",
    "zip"
  ],
  "_vignettes": [
    {
      "source": "drug_targets.Rmd",
      "filename": "drug_targets.html",
      "title": "Building protein networks around drug-targets using OmnipathR",
      "author": "Attila Gabor, Alberto Valdeolivas, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Initialise OmniPath database",
        "Querying drug targets",
        "Quality control",
        "Downstream signaling nodes",
        "Build network between drug targets and POI",
        "Acknowledgements",
        "References",
        "Session info"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    },
    {
      "source": "cosmos.Rmd",
      "filename": "cosmos.html",
      "title": "Building prior knowledge network (PKN) for COSMOS",
      "author": "Denes Turei",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Chalmers Sysbio GEM",
        "STITCH enzyme-metabolite interactions",
        "OmniPath signaling network",
        "Complete build",
        "Session information"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    },
    {
      "source": "db_manager.Rmd",
      "filename": "db_manager.html",
      "title": "The database manager in OmnipathR",
      "author": "Denes Turei",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Available datasets",
        "Access a dataset",
        "Where are the loaded datasets?",
        "How to extend the expiry period?",
        "Where are the datasets defined?",
        "How to add custom datasets?",
        "Session information"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    },
    {
      "source": "extra_attrs.Rmd",
      "filename": "extra_attrs.html",
      "title": "Resource specific interaction attributes",
      "author": "Denes Turei",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Loading a network",
        "Which extra attributes are available?",
        "Inspecting one attribute",
        "Converting extra attributes to columns",
        "Filtering records based on extra attributes",
        "Example: finding ubiquitination interactions",
        "Session information"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    },
    {
      "source": "id_translation.Rmd",
      "filename": "id_translation.html",
      "title": "Identifier Translation and Mapping in OmnipathR",
      "author": "Zaoqu Liu, Dénes Türei, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Supported Identifier Types",
        "Theoretical Framework",
        "Identifier Mapping Architecture",
        "Handling Ambiguous Mappings",
        "Basic Usage",
        "Simple Vector Translation",
        "Data Frame Translation",
        "Visualization of Translation Results",
        "Advanced Translation Features",
        "Organism-Specific Translation",
        "Integration with OmniPath Data",
        "Annotating Interaction Data",
        "Mapping Statistics",
        "Session Information",
        "References"
      ],
      "created": "2026-01-23 13:48:46",
      "modified": "2026-01-23 14:38:52",
      "commits": 2
    },
    {
      "source": "intercell_communication.Rmd",
      "filename": "intercell_communication.html",
      "title": "Intercellular Communication Analysis with OmnipathR",
      "author": "Zaoqu Liu, Dénes Türei, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Biological Context",
        "Setup",
        "Intercellular Communication Database",
        "Overview of Intercell Categories",
        "Category Types",
        "Retrieving Intercell Data",
        "Basic Intercell Annotations",
        "Category Distribution Visualization",
        "Ligand-Receptor Interactions",
        "Curated Ligand-Receptor Database",
        "Ligand-Receptor Network Statistics",
        "Analysis Workflows",
        "Ligand Classification",
        "Receptor Classification",
        "Resource Comparison",
        "Session Information",
        "References"
      ],
      "created": "2026-01-23 13:48:46",
      "modified": "2026-01-23 15:20:57",
      "commits": 3
    },
    {
      "source": "network_analysis.Rmd",
      "filename": "network_analysis.html",
      "title": "Network Analysis and Visualization with OmnipathR",
      "author": "Zaoqu Liu, Dénes Türei, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Theoretical Background",
        "Graph Theory in Biology",
        "Signaling Network Properties",
        "Setup and Data Loading",
        "Retrieve Interaction Data",
        "Network Construction",
        "Building the Interaction Graph",
        "Extract Giant Component",
        "Topological Analysis",
        "Centrality Measures",
        "Degree Distribution Analysis",
        "Hub Gene Visualization",
        "Pathway Analysis",
        "Shortest Path Finding",
        "Subnetwork Extraction",
        "Integration with Annotations",
        "Functional Annotation of Hub Genes",
        "Session Information",
        "References"
      ],
      "created": "2026-01-23 13:48:46",
      "modified": "2026-01-23 14:38:52",
      "commits": 2
    },
    {
      "source": "bioc_workshop.Rmd",
      "filename": "bioc_workshop.html",
      "title": "OmniPath Bioconductor workshop",
      "author": "Denes Turei, Alberto Valdeolivas, Attila Gabor, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Overview",
        "Pre-requisites",
        "Participation",
        "R / Bioconductor packages used",
        "Time outline",
        "Workshop goals and objectives",
        "Learning goals",
        "Learning objectives",
        "Workshop",
        "Data from OmniPath",
        "Networks",
        "Igraph integration",
        "Enzyme-substrate relationships",
        "Protein complexes",
        "Annotations",
        "Combining networks with annotations",
        "Intercellular communication roles",
        "Metadata",
        "Data from other resources",
        "General purpose functionalities",
        "Identifier translation",
        "Gene Ontology",
        "Useful tips",
        "Further information",
        "Session info",
        "References"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    },
    {
      "source": "omnipath_intro.Rmd",
      "filename": "omnipath_intro.html",
      "title": "OmnipathR: an R client for the OmniPath web service",
      "author": "Alberto Valdeolivas, Attila Gabor, Denes Turei, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Introduction",
        "Query types",
        "Mouse and rat",
        "Installation of the r BiocStyle::Biocpkg(\"OmnipathR\") package",
        "Usage Examples",
        "Interactions",
        "Protein-protein interaction networks",
        "Other interaction datasets",
        "Pathway Extra",
        "Kinase Extra",
        "Ligand-receptor Extra",
        "DoRothEA Regulons",
        "miRNA-target dataset",
        "Small molecule-protein dataset",
        "Post-translational modifications (PTMs)",
        "Complexes",
        "Annotations",
        "Intercell",
        "Conclusion",
        "Session info",
        "References"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 15:20:57",
      "commits": 2
    },
    {
      "source": "paths.Rmd",
      "filename": "paths.html",
      "title": "Pathway construction",
      "author": "Denes Turei",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Preparing inputs",
        "Transcription factors",
        "Protein localizations",
        "Ligands and receptors",
        "Protein-protein interactions",
        "Example pathways from literature",
        "Pathway construction I.",
        "Genes of interest",
        "Creating a PPI graph",
        "Looking up the paths",
        "Applying constraints on the paths",
        "Pathway construction II.",
        "Networks",
        "Annotations",
        "Building paths",
        "Technical information",
        "Dependencies",
        "How to compile",
        "Session information"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    },
    {
      "source": "nichenet.Rmd",
      "filename": "nichenet.html",
      "title": "Using NicheNet with OmnipathR",
      "author": "Denes Turei, Alberto Valdeolivas, Julio Saez-Rodriguez",
      "engine": "knitr::rmarkdown",
      "headings": [
        "Status",
        "Introduction",
        "Run the workflow by a single call",
        "Only model building",
        "Installing packages and loading nichenetr",
        "Testing the pipeline",
        "Workflow steps",
        "Networks",
        "Signaling network",
        "Raw data from network resources",
        "Ligand-receptor interactions and gene regulation",
        "The OmniPath ligand-receptor network",
        "Small network",
        "Ligand perturbation experiments",
        "Model optimization",
        "Model build",
        "Ligand-target matrix",
        "Ligand activities",
        "Further steps",
        "Session info",
        "References"
      ],
      "created": "2026-01-23 12:36:33",
      "modified": "2026-01-23 12:36:33",
      "commits": 1
    }
  ],
  "_score": 7.397035735379093,
  "_indexed": false,
  "_nocasepkg": "omnipathr",
  "_universes": [
    "zaoqu-liu"
  ],
  "_indexurl": "https://bioc.r-universe.dev/OmnipathR",
  "_binaries": [
    {
      "r": "4.7.0",
      "os": "linux",
      "version": "3.19.1",
      "date": "2026-05-23T09:38:07.000Z",
      "distro": "noble",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "c3de81066e975dabf71a3a40a6e052fec838654667bc8e0c999fef7d63aac857",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.6.0",
      "os": "linux",
      "version": "3.19.1",
      "date": "2026-05-23T09:38:01.000Z",
      "distro": "noble",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "89b1902143b93f5358b42cae510f817f898af898fbeb1c5a5ee98bb81b329e6c",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.5.3",
      "os": "mac",
      "version": "3.19.1",
      "date": "2026-05-23T09:38:00.000Z",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "67bbac7307627dd8d72365afd9eda7182337383a88161ea26a545540d3d8f106",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.6.0",
      "os": "mac",
      "version": "3.19.1",
      "date": "2026-05-23T09:38:13.000Z",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "046e2fbbd4254a00160a9d618b97ce990569be19c7af704ef1abce9c24ede098",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.6.0",
      "os": "wasm",
      "version": "3.19.1",
      "date": "2026-05-23T09:38:06.000Z",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "2730815aadd4d3d92e98d01edce5f3c5d084ccb6a6e1b5b513eaba950435010e",
      "status": "success",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.7.0",
      "os": "win",
      "version": "3.19.1",
      "date": "2026-05-23T09:38:48.000Z",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "ddd2850e83502338be3098f6e9844a13e92704e90e28298f16bdeeb899760b4d",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.5.3",
      "os": "win",
      "version": "3.19.1",
      "date": "2026-05-23T09:39:53.000Z",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "1c4b1076779cad9ecf4365892c231240e264254f071e2c857c3b1881250e3af3",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    },
    {
      "r": "4.6.0",
      "os": "win",
      "version": "3.19.1",
      "date": "2026-05-23T09:39:51.000Z",
      "commit": "5c530e8b381019f2613a7e38306235d7bb0b3db2",
      "fileid": "aa43ebf1ba9b816ea0bd638f1d59fb7091074fa4b0b06d2a4152ed555d9088c9",
      "status": "failure",
      "check": "ERROR",
      "buildurl": "https://github.com/r-universe/zaoqu-liu/actions/runs/26328757298"
    }
  ]
}