In a two-year study, Leticia Goni and others found a significant interaction between the melatonin receptor 1B (MTNR1B) gene and dietary fat intake, affecting changes in obesity level, body composition and fat distribution [183]. This evidence concerns the gene MTNR1B and obesity due to melanocortin 4 receptor deficiency.