In summary, our study showed an interaction between the modification of the PREDIMED score over time and FTO as well as NPY. Although it remains unknown whether genetic risk for obesity is associated with timing of food choices [75], genetic variants with central nervous system functions could affect the control of food intake and food-choice behavior. Here, NPY is linked to Obesity.