ADIPOQ and obesity due to melanocortin 4 receptor deficiency: Several factors and mechanisms are involved in the regulation of HDL-cholesterol levels and obesity, high leptin concentrations (15), and low adiponectin levels are closely related to low HDL-cholesterol levels and quality (16).