While the majority of studies have found no association between variants in the FTO locus and birth weight [6], [18], [21], [22], [23], one study of 4,693 individuals found an FTO obesity risk allele to be associated with higher BMI and ponderal index at birth [20]. The gene discussed is FTO; the disease is obesity disorder.