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What makes this convergence striking: 23andMe used bottom-up population genetics (GWAS, n=27,885) VincoPath used top-down proteome interaction mapping Both independently point to GLP-1R signal strength as the rate-limiting variable Neither alone is sufficient genotype determines receptor density, proteome determines signaling threshold For the Alzheimer's field specifically: EVOKE enrolled 3,808 patients without genetic or proteomic stratification

GLP-1 drugs like Ozempic and Mounjaro may offer real benefits for people with type 1 diabetes: less insulin, flatter CGM curves, and emerging evidence for heart and kidney protection.
Semaglutide: Tirzepatide is a dual agonist for GLP-1 and GIP receptors

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