When a BMI ≥30 kg/m2 was used to define obesity and logistic regression models were adjusted for age and gender, addition of an FTO rs1421085 C allele conferred an elevated risk of being obese for both white and African-American participants. This evidence concerns the gene FTO and obesity due to melanocortin 4 receptor deficiency.