Our results replicated the reverse relationship between BMI and plasma adiponectin (Table 3) and the association between ADIPOQ gene variants and obesity previously reported, although this study did not describe a causal relationship, but associations (Tables 4, 5) [5,10]. The gene discussed is ADIPOQ; the disease is obesity due to melanocortin 4 receptor deficiency.