Although recent studies suggested that FTO has an effect on BMI, at least partly, through the change in the expression levels of other obesity-related genes such as IRX3 [29–30], Moreover, a complete LD was found in the present study between three neighboring SNPs of the first intron region of the FTO gene. The gene discussed is IRX3; the disease is obesity due to melanocortin 4 receptor deficiency.