The MC4R rs12970134 association with BMI and the FTO rs8050136 association with central obesity appeared to be more pronounced with higher energy intake (β = 0.140 kg/m2, p = 0.049; OR = 1.77, p = 0.004, respectively). This evidence concerns the gene MC4R and Abdominal obesity.