Among Whites, the protective effects of physical activity on MetS remained significant even after Bonferroni correction for multiple testing when we compared risks for FTO rs9939609 × BMI vs FTO rs9939609 × BMI × physical activity in AT moderate-risk carriers. This evidence concerns the gene FTO and metabolic syndrome.