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This is the standard research-informed starting point

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Potential benefit - A patient whose biomarkers suggest rapid metabolism of GLP-1 drugs might be offered a longer-acting formulation, while someone with strong GIP responsiveness could start on a dual-agonist right away, avoiding months of trial-and-error