The associations between adiponectin and clinical outcomes were estimated with logistic regression analyses adjusted for age, sex, and measures of obesity (BMI, waist circumference or body fat percentage). The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.