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In our study of 85 healthy young adults, we compared commercial DTC genetic predictions and circadian clock-gene variants with 14-day prospective sleep diaries and validated sleep questionnaires

Tirzepatide Dual agonist : GLP-1 + GIP Central benchmark for dual incretin research Often discussed in relation to body-weight outcomes, glycaemic control and incretin signalling Single agonist : GLP-1 More selective and mechanistically narrower Common reference point for GLP-1 pathway research Triple agonist : GLP-1 + GIP + glucagon Broader receptor profile than Tirzepatide Often discussed in relation to weight loss, energy expenditure and next-generation multi-pathway metabolic modulation For researchers comparing incretin classes, Tirzepatide often functions as the middle reference point between single-pathway GLP-1 agonists and broader triple-agonist designs

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HDL, high-density lipoproteins