TAS1R3 and obesity due to melanocortin 4 receptor deficiency: Conclusions: Although some TAS1R2- and TAS1R3-SNPs have previously been associated with obesity, our cellular results do not confirm this association and reinforce the hypothesis, put forward by other researchers, that sweet taste perception and sugar consumption are governed by factors other than the TAS1R2 and TAS1R3 genes.