Our results suggest that dietary fat intake modifies the effect of polymorphisms at the APOA5 and LEPR genes on serum triglycerides, cholesterol levels and obesity in young subjects. Here, APOA5 is linked to obesity due to melanocortin 4 receptor deficiency.