Thus, this study aimed to examine the associations between FTO (rs9939609), FABP2 (rs1799883), LEP (rs2167270), LEPR (rs1137101), and MC4R (rs17782313) polymorphisms and obesity-related traits. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.