Background/Objectives: Studies have hypothesised that single-nucleotide polymorphisms (SNPs) in the TAS1R2 and TAS1R3 genes may alter sweet compound detection and eating habits, thereby increasing the risk of obesity. Here, TAS1R3 is linked to obesity due to melanocortin 4 receptor deficiency.