CI-generated notebook stub for analysis SDA-2026-04-16-gap-debate-20260410-113104-a13caf2e. The skeptic raised evidence that APOE4 carriers show enhanced cholesterol synthesis, suggesting the lipid binding deficit may be compensatory rather than harmful. This fundamental
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