Overall, metabolic features in high-H individuals remained largely consistent regardless of BMIp adjustment, except for PAI-1, which showed sensitivity to obesity levels, and amylin active, where differences between high-H and low-H were inconclusive in unadjusted analyses. The gene discussed is SERPINE1; the disease is Obesity.