However, in the present study, the MDA-LDL level was not significantly associated with BMI or waist circumference despite a significant association with obesity-related factors such as TG, HDL cholesterol, and adiponectin levels. Here, ADIPOQ is linked to obesity due to melanocortin 4 receptor deficiency.