Many environmental and individual characteristics can affect gene-diet interaction, thus, another reason that we were not able to see the interaction between high adherence to MND and MC4R is conceivably due to that all individuals in our study were healthy; perhaps if we recruited participants with pre-existing metabolic syndrome, different interaction results would be evident. The gene discussed is MC4R; the disease is metabolic syndrome.