ADIPOQ and obesity due to melanocortin 4 receptor deficiency: Indeed, in the regression analysis of the present study, the predictors of insulin resistance were visceral fat, adiponectin, and the leptin/adiponectin ratio, which reflect the well-established relationship between central adiposity, inflammatory processes, and obesity comorbidities.