The assumption underlying the performance of these analyses was that since functional SNPs in FTO have not yet been identified, the detection of genetic variants that are significantly associated with obesity and diabetes in multiple ethnic or racial groups may help to further define the relevant genomic region or potential candidate causative mutations. Here, FTO is linked to obesity due to melanocortin 4 receptor deficiency.