Other studies have indicated that the allelic frequencies of LEP (A19G) and LEPR (Q223R, K109R, and K656N) SNPs related to obesity show ethnic variation; however, the associations were inconsistent, likely due to the complex pathogenesis of obesity, mediated by many genetic and environmental factors [88]. This evidence concerns the gene LEP and obesity due to melanocortin 4 receptor deficiency.