Even though the serum adiponectin level correlated with body-mass index, the relationship between the serum adiponectin level and MetS was independent of obesity, and MHO subjects, as well as normal weight metabolic healthy individual also exhibited adiponectin levels above 5.75 (μg/ml). The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.