While several previous studies reported association between FTO SNPs and obesity-related phenotypes in Hispanic Americans [37]–[39], African Americans [29], [40] and Asian populations [41]–[44], these studies were relatively small in sample sizes and showed mixed results. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.