Even though TAS1R3 and GNAT3 were not related to sweet perception [46] in this review, a third sweet-related gene, TAS1R2, has been observed to be linked with sweet taste threshold and consumption of sweet food in individuals with obesity compared to individuals with normal weight. This evidence concerns the gene GNAT3 and obesity due to melanocortin 4 receptor deficiency.