Importantly, a disease-associated SNP may not necessarily influence the nearest gene, as is the case for obesity-associated SNPs within the FTO gene, which appear to influence the expression of a more distal gene, IRX3 [10, 11]. Here, IRX3 is linked to obesity due to melanocortin 4 receptor deficiency.