{
  "id": "SCR-LIP-000065",
  "statement": "In a cohort of 1803 Spanish lipedema patients, 60.6% were diagnosed during reproductive years with a mean age of 42.9 years, and the study presents a novel clinical assessment approach including multiple comorbidity markers (e.g., suspected high intestinal permeability in 99%, bilateral trochanteric pain in 97.4%, ligamentous hyperlaxity in 95.8%) that may help physicians better identify and understand the condition.",
  "statement_pt": "Em uma coorte de 1803 pacientes espanholas com lipedema, 60,6% foram diagnosticadas durante os anos reprodutivos com idade média de 42,9 anos, e o estudo apresenta uma nova abordagem de avaliação clínica incluindo múltiplos marcadores de comorbidades (ex.: suspeita de alta permeabilidade intestinal em 99%, dor trocantérica bilateral em 97,4%, hiperlaxidão ligamentar em 95,8%) que podem ajudar os médicos a identificar e compreender melhor a condição.",
  "claim_type": "clinical_association",
  "context": {
    "population": "—",
    "condition": "lipedema",
    "exposure": "—",
    "comparator": "—",
    "outcome": "—",
    "scope": "auto-ingested from Layer 1 surveillance"
  },
  "knowledge_state": "emerging",
  "evidence_confidence": "moderate",
  "evidence": [
    {
      "ref": "DOI:10.3390/biomedicines13123049",
      "stance": "supporting",
      "study_design": "cross_sectional",
      "n": null,
      "risk_of_bias": "unknown",
      "year": 2025,
      "amato_authored": false,
      "note": "This large descriptive cross-sectional study characterizes clinical signs and comorbidities in lipedema and proposes a novel clinical assessment framework, supporting the notion that lipedema has complex, recognizable features that could ai",
      "title": "Clinical Signs at Diagnosis and Comorbidities in a Large Cohort of Patients with Lipedema in Spain",
      "authors": "Simarro Blasco et al.",
      "journal": "Biomedicines"
    }
  ],
  "relations": [],
  "gaps": "Auto-ingested single source; not yet human-reviewed.",
  "primary_amato_source": null,
  "curators": [],
  "provenance": {
    "auto": true,
    "engine": "anthropic/claude-sonnet-4.6",
    "question": "SQ-LIP-000004",
    "source": "europepmc",
    "ingested": "2026-05-31"
  },
  "created": "2026-05-31",
  "updated": "2026-05-31",
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000004",
      "role": "supporting",
      "question": "Is lipedema underdiagnosed, and can screening tools help identify it?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000004.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000065.html"
}