{
  "id": "SCR-LIP-000218",
  "statement": "A systematic review of lipedema pathology reported that, despite growing histological and molecular research, the aetiology remains largely uncertain; it noted differential gene expression in lipedema adipose-derived stem cells (3429 genes, including cell-cycle genes Bub1, CDC20, BIRC5 per Ishaq) but did not identify specific inherited variants or defined inheritance patterns.",
  "statement_pt": "Uma revisão sistemática da patologia do lipedema relatou que, apesar do crescimento da pesquisa histológica e molecular, a etiologia permanece amplamente incerta; observou expressão gênica diferencial em células-tronco derivadas de tecido adiposo no lipedema (3429 genes, incluindo genes de ciclo celular Bub1, CDC20, BIRC5 segundo Ishaq), mas não identificou variantes herdadas específicas nem padrões de herança definidos.",
  "claim_type": "clinical_association",
  "context": {
    "population": "—",
    "condition": "lipedema",
    "exposure": "—",
    "comparator": "—",
    "outcome": "—",
    "scope": "auto-ingested from Layer 1 surveillance"
  },
  "knowledge_state": "emerging",
  "evidence_confidence": "low",
  "evidence": [
    {
      "ref": "DOI:10.1055/a-2183-7414",
      "stance": "context",
      "study_design": "review",
      "n": null,
      "risk_of_bias": "unknown",
      "grade": "low",
      "year": 2023,
      "amato_authored": false,
      "note": "The review addresses molecular/pathogenesis findings including differential gene expression but does not identify specific genetic variants or inheritance patterns; it explicitly states aetiology remains uncertain. It provides background co",
      "title": "Auf der Suche nach der Evidenz: Eine systematische\n                    Übersichtsarbeit zur Pathologie des Lipödems",
      "authors": "Funke et al.",
      "journal": "Handchirurgie · Mikrochirurgie · Plastische Chirurgie"
    }
  ],
  "relations": [],
  "gaps": "Auto-ingested single source; not yet human-reviewed.",
  "primary_amato_source": null,
  "curators": [],
  "provenance": {
    "auto": true,
    "engine": "anthropic/claude-opus-4.8",
    "question": "SQ-LIP-000025",
    "source": "library",
    "ingested": "2026-05-31"
  },
  "created": "2026-05-31",
  "updated": "2026-05-31",
  "history": [
    {
      "date": "2026-05-31",
      "event": "created",
      "detail": "auto-ingested for SQ-LIP-000025"
    }
  ],
  "license": "CC-BY-4.0",
  "answers_questions": [
    {
      "id": "SQ-LIP-000025",
      "role": "context",
      "question": "What specific genetic variants or inheritance patterns have been identified in lipedema?",
      "url": "https://scientificclaims.org/q/SQ-LIP-000025.html"
    }
  ],
  "url": "https://scientificclaims.org/c/SCR-LIP-000218.html"
}