The serum adiponectin/leptin ratio exhibited significant negative correlations with both subcutaneous and visceral adipocyte geometries in participants without obesity and with visceral adipocyte geometries in participants with obesity (Table 2 and Supplementary Table 2). Here, LEP is linked to obesity due to melanocortin 4 receptor deficiency.