An independent inverse association between SHBG and obesity as defined by body mass index (BMI) and waist circumference (WC) has been reported cross-sectionally [29, 40, 41] and longitudinally [19, 22]. The gene discussed is SHBG; the disease is obesity due to melanocortin 4 receptor deficiency.