Compared with adiponectin alone, the serum adiponectin/leptin ratio showed a higher correlation coefficient in individuals without obesity and reached statistical significance in visceral adipocytes of individuals with obesity (Table 2 and Supplementary Table 2). Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.