A genome-wide association study initially identified single nucleotide polymorphisms in the first and second introns of the FTO gene as being associated with increased BMI and a predisposition to obesity that persists from childhood into old age, thereby increasing the susceptibility to diabetes [139, 140]. The gene discussed is FTO; the disease is obesity due to melanocortin 4 receptor deficiency.