SCR-LIP-000360 · Claim · machine-readable JSON →

This study proposes adding two intermediate stages (1.5 and 2.5) to the classical 3-stage lipedema system and objectively characterizes progression using standardized item-by-item physical exam (modified Wold criteria), Beighton hypermobility score, infrared thermography, and bioimpedance spectroscopy, finding that BMI increases linearly with stage (r2=0.5628, p<0.0001), peripheral hypothermia and total body water rise with stage, L-Dex lymphedema risk is significantly elevated only at stage 3, and pain is present in 70% at stage 1 (not obligatory early).

Emerging clinical association Evidence certainty: low (GRADE)

Created: 2026-05-31 · Last updated: 2026-05-31

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

Evidence over time

2025DOI:10.3390/life15091397 · refines

Evidence (1)

Context (PECO)

Conditionlipedema
Scopeauto-ingested from Layer 1 surveillance

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Gaps & caveats

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

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