Adiponectin concentrations were lower among patients with obesity and showed an inverse correlation with BMI. However, in the complete adjusted model, adiponectin concentrations were not significantly associated with mortality. Here, ADIPOQ is linked to obesity due to melanocortin 4 receptor deficiency.