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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

Risk of bias: all four RCTs were rated low risk by RoB2 (with some concerns for open-label outcome ascertainment in three trials, a domain-specific issue that does not alter the overall RoB2 category from low)

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These findings highlight the potential of high-potency GLP-1 agents as effective monotherapy options in managing obesity and glycemic control in adolescents.