SCR-LIP-000370 · Claim · machine-readable JSON →

A retrospective study of 34 women with lipedema using high-frequency B-mode ultrasound (10-15 MHz) across three platforms proposes a new qualitative Lipedema Dermal and Hypodermal Classification (LDHC) with four stages distinguishing preserved architecture (LDHC 1), bulging architecture (LDHC 2), inflammatory phenotype with hyperechoic nodules (LDHC 3), and fibrotic 'marbled' phenotype with septal verticalization (LDHC 4), intended to complement existing anatomical and functional classifications.

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

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

2025The Challenge of a Qualitative Ultrasonographic Classification in Lipedema — Vargas et al. (2025) · refining

Evidence (1)

Context (PECO)

Populationwomen with lipedema (n=34)
Conditionlipedema
Exposurehigh-frequency B-mode ultrasound (10–15 MHz)
OutcomeLDHC staging (4-stage qualitative classification)
Scopeauto-ingested from Layer 1 surveillance

Answers these questions

Gaps & caveats

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

Change log