A significant association was detected between genotypes AC of the MTHFR gene (OR = 2.5), AG of the MTR gene (OR = 3.0), and AG of the MTRR gene and the development of obesity. Here, MTHFR is linked to obesity due to melanocortin 4 receptor deficiency.