In addition, subjects with overweight or obesity plasma adiponectin levels are negatively correlated with waist circumference, BMI, fat mass, fat mass percent, and fat mass index [87,88]. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.