SCR-LIP-000387 · Claim · machine-readable JSON →

In a national survey of 707 women with a lipedema phenotype, 15.7% had undergone gastric bypass and 93.8% used diet, yet 52.2% reported no benefit from diet/exercise and only 16.0% reported complete improvement, indicating limited symptom relief from weight-loss approaches.

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

2023DOI:10.1177/1358863x231202769 · supporting

Evidence (1)

Context (PECO)

Conditionlipedema
Scopeauto-ingested from Layer 1 surveillance

Answers these questions

Gaps & caveats

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

Change log