Although the LEP/LEPR genotype combination was not observed to increase the risk of MetS when compared between the case and control groups for genetic interactions, the single genotype analysis indicated that carrying the LEP 2548AA is most likely to be involved with elevated BMI or obesity and with higher leptin concentrations. This evidence concerns the gene LEPR and obesity due to melanocortin 4 receptor deficiency.