SCR-LIP-000369 · Claim · machine-readable JSON →

In an observational study of 360 Italian women with lipedema, structured clinical evaluation applied a 3-stage staging system and anatomical type classification (1-5), with stage distribution of 39.7% stage 1, 40.0% stage 2, and 20.3% stage 3, and anatomical type 3 most prevalent (89.7%), while clinical signs including pinch pain (99.4%), subcutaneous nodules (98.9%), and progressive pain scores by stage (p<0.001) were documented.

Claim at a glance
Type
clinical association
Knowledge state
Emerging
Evidence certainty
low (GRADE)
Evidence
1 source(s)
Dates
2026-05-31 → 2026-06-12

Structured evidence, machine-compiled — not a verdict.

Auto-compiled by the Layer 1 surveillance loop; not yet human-reviewed. anthropic/claude-opus-4.8 · 2026-05-31

Evidence over time

2024Observational Study on a Large Italian Population with Lipedema: Biochemical and Hormonal Profile, Anatomical and Clinical Evaluation, Self-Reported History — Patton et al. (2024) · consistent

Evidence (1)

Context (PECO)

PopulationItalian women with lipedema (n=360)
Conditionlipedema
Exposurestructured clinical evaluation with staging and type classification
Comparatoracross lipedema stages 1–3
Outcomestage distribution, anatomical type, and clinical signs prevalence
Scopeauto-ingested from Layer 1 surveillance

Answers these questions

Gaps & caveats

Auto-ingested single source; not yet human-reviewed.

Change log