[
  {
    "phenotype_id": "PH4170",
    "phenotype_version_id": 9388,
    "name": "Erectile dysfunction",
    "definition": "Persistent or recurrent inability to achieve or to maintain an erection during sexual activity.\n\nUKB baseline self reported fields.\n",
    "implementation": "The earliest record across all sources is obtained.\n",
    "publications": [
      {
        "doi": "https://doi.org/10.1038/s41598-025-05838-9",
        "details": "Torralbo, Ana and Davitte, Jonathan M. and Croteau-Chonka, Damien C. and Ytsma, Cai R. and Tomlinson, Christopher and Fitzpatrick, Natalie and Chung, Sheng-Chia and Fatemifar, Ghazaleh and Cortes, Adrian S. and Richardson, Tom G. and Barclay, Matthew and Carrasco Zanini Sanchez, Julia and Finan, Chris and Hemingway, Harry and Hingorani, Aroon D. and Kuan Po Ai, Valerie and Langenberg, Claudia and Lyratzopoulos, Georgios and Lumbers, Tom and Pietzner, Maik and Shah, Anoop Dinesh and Thygesen, Johan Hilge and Zelenka, Natalie and Whittaker, John C. and Ehm, Margaret G. and Denaxas, Spiros, A Computational Framework for Defining and Validating Reproducible Phenotyping Algorithms of 313 Diseases in the UK Biobank.",
        "primary": true
      }
    ],
    "validation": "Phenotypes underwent a multi\\-layered validation approach that included a) evaluating data source concordance, b) age\\-sex incidence and baseline prevalence patterns, c) an external comparison to a representative and unselected UK EHR dataset, d) modifiable risk factor associations, and e) genetic correlations with external genome\\-wide association studies (GWAS). Results showed consistent disease distributions by age and sex, high ranked correlation with general population prevalence estimates, confirmed risk factor associations, and significant genetic correlations with external GWAS.\n",
    "citation_requirements": null,
    "created": "2026-06-08T20:09:28.907984Z",
    "author": "Torralbo, A; Davitte, J M; Croteau-Chonka, D C; Ytsma, C; Tomlinson, C; Fitzpatrick, N K; Chung, S C; Fatemifar, G; Cortes, A S; Richardson, T G; Barclay, M; Carrasco Zanini, J; Finan, C; Hemingway, H; Hingorani, A; Kuan, V; Langenberg, C; Lyratzopoulos, G; Lumbers, R T; Pietzner, M; Shah, A D; Thygesen, J H; Zelenka, N; Whittaker, J C; Ehm, M G; Denaxas, S",
    "collections": [
      {
        "name": "Phenotype Library",
        "value": 18
      },
      {
        "name": "UK Biobank",
        "value": 32
      }
    ],
    "tags": null,
    "organisation": null,
    "world_access": 1,
    "updated": "2026-06-08T20:09:28.902389Z",
    "sex": [
      {
        "name": "Male",
        "value": "1"
      }
    ],
    "type": [
      {
        "name": "Disease or syndrome",
        "value": "2"
      }
    ],
    "trials": null,
    "ontology": null,
    "phenoflowid": null,
    "data_sources": [
      {
        "name": "UK Biobank",
        "value": 13,
        "uid": "6a9f93ad-2434-41d9-93bf-6e9d2eee04e5",
        "url": "https://healthdatagateway.org/en/dataset/700",
        "datasource_id": 700
      },
      {
        "name": "Patient Episode Dataset for Wales (PEDW)",
        "value": 40,
        "uid": "4c33a5d2-164c-41d7-9797-dc2b008cc852",
        "url": "https://healthdatagateway.org/en/dataset/318",
        "datasource_id": 318
      },
      {
        "name": "Scottish Cancer Registry (SMR06)",
        "value": 417,
        "uid": "ad36dc03-1856-44de-99b0-1af6f312d86b",
        "url": "https://healthdatagateway.org/en/dataset/79",
        "datasource_id": 79
      },
      {
        "name": "Cancer Registration Data",
        "value": 788,
        "uid": "6904a2ff-ab44-4dd6-b9ec-25d3cad29e43",
        "url": "https://healthdatagateway.org/en/dataset/880",
        "datasource_id": 880
      }
    ],
    "endorsements": null,
    "project_name": null,
    "coding_system": [
      {
        "name": "UKBioBank codes",
        "value": 12
      },
      {
        "name": "ICD10 codes",
        "value": 4
      },
      {
        "name": "Read codes v3",
        "value": 6
      }
    ],
    "corresp_author": "Ana Torralbo",
    "event_date_range": null,
    "concept_information": [
      {
        "concept_id": 10060,
        "concept_version_id": 17545,
        "concept_name": "Non-cancer illness code, self-reported",
        "coding_system": {
          "id": 12,
          "name": "UKBioBank codes",
          "description": "UKBioBank codes"
        },
        "phenotype_id": "PH4170",
        "phenotype_version_id": 9388,
        "phenotype_name": "Erectile dysfunction",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "1518",
            "description": "erectile dysfunction / impotence",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10061,
        "concept_version_id": 17546,
        "concept_name": "Diagnoses - main ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4170",
        "phenotype_version_id": 9388,
        "phenotype_name": "Erectile dysfunction",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "F52.2",
            "description": "Failure of genital response",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "N48.4",
            "description": "Impotence of organic origin",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10062,
        "concept_version_id": 17547,
        "concept_name": "Diagnoses - secondary ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4170",
        "phenotype_version_id": 9388,
        "phenotype_name": "Erectile dysfunction",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "F52.2",
            "description": "Failure of genital response",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "N48.4",
            "description": "Impotence of organic origin",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10063,
        "concept_version_id": 17548,
        "concept_name": "Underlying (primary) cause of death: ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4170",
        "phenotype_version_id": 9388,
        "phenotype_name": "Erectile dysfunction",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "F52.2",
            "description": "Failure of genital response",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "N48.4",
            "description": "Impotence of organic origin",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10064,
        "concept_version_id": 17549,
        "concept_name": "Contributory (secondary) causes of death: ICD10",
        "coding_system": {
          "id": 4,
          "name": "ICD10 codes",
          "description": "ICD10 Codes"
        },
        "phenotype_id": "PH4170",
        "phenotype_version_id": 9388,
        "phenotype_name": "Erectile dysfunction",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "F52.2",
            "description": "Failure of genital response",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "N48.4",
            "description": "Impotence of organic origin",
            "attributes": {
              "type": "any"
            }
          }
        ]
      },
      {
        "concept_id": 10065,
        "concept_version_id": 17550,
        "concept_name": "GP clinical event records",
        "coding_system": {
          "id": 6,
          "name": "Read codes v3",
          "description": "Read codes v3"
        },
        "phenotype_id": "PH4170",
        "phenotype_version_id": 9388,
        "phenotype_name": "Erectile dysfunction",
        "code_attribute_header": [
          "type"
        ],
        "codes": [
          {
            "code": "1ABB.00",
            "description": "Cannot get an erection",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "1ABC.00",
            "description": "Cannot sustain an erection",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "1D1B.00",
            "description": "C/O erectile dysfunction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7A6G000",
            "description": "Revascularisation for impotence",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7A6G500",
            "description": "Ligation of penile veins for impotence",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7C25B00",
            "description": "Penile injection to produce erection",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7C25E00",
            "description": "Treatment of erectile dysfunction NEC",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "7C25F00",
            "description": "Operations on penis for erectile dysfunction NEC",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "8BB4.00",
            "description": "Erect dysf unresponsiv to phosphodiesterase-5 inhibitor",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "8HTj.00",
            "description": "Referral to erectile dysfunction clinic",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "E227300",
            "description": "Impotence",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "E227311",
            "description": "Erectile dysfunction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Eu52200",
            "description": "[X]Failure of genital response",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Eu52212",
            "description": "[X]Male erectile disorder",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Eu52213",
            "description": "[X]Psychogenic impotence",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K27y100",
            "description": "Impotence of organic origin",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "K27y700",
            "description": "Erectile dysfunction due to diabetes mellitus",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "X76ME",
            "description": "Cannot get an erection",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "X76MO",
            "description": "Cannot sustain an erection",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Xaa8r",
            "description": "Erectile dysfunction due to diabetes mellitus",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaL47",
            "description": "Referral to erectile dysfunction clinic",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMBP",
            "description": "Treatment of erectile dysfunction NEC",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaMsd",
            "description": "Operations on penis for erectile dysfunction NEC",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaXgw",
            "description": "C/O erectile dysfunction",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "XaXgy",
            "description": "Erectile dysfunction unresponsive to phosphodiesterase-5 inhibitor",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "Z9E9.00",
            "description": "Provision of device for impotence",
            "attributes": {
              "type": "any"
            }
          },
          {
            "code": "ZG43600",
            "description": "Advice on technique for impotence",
            "attributes": {
              "type": "any"
            }
          }
        ]
      }
    ],
    "status": 1,
    "doi": "https://doi.org/10.48533/82xc-t340",
    "is_deleted": false,
    "publish_status": 2,
    "owner": "ieuan.scanlon",
    "template": {
      "id": 2,
      "name": "BHF Data Science Centre Phenotype",
      "description": "BHF Data Science Centre Phenotype definitions that describe a list of clinical codes, algorithms using clinical codes, or set of clinical trials. Visit the BHF Data Science Centre website to learn more: https://bhfdatasciencecentre.org",
      "version_id": 1
    },
    "versions": [
      {
        "version_id": 9388,
        "version_name": "Erectile dysfunction",
        "version_date": "2026-06-08T20:09:28.919206Z",
        "is_published": true,
        "is_latest": true
      }
    ]
  }
]