TAS2R38 is the most-studied subtype, and its genetic variants have been associated with several behavioral habits, e.g., smoking and diet, with an increased risk of the development of colorectal and gastric cancers [46,47,48], dysbiosis [49], and obesity [50]. The gene discussed is TAS2R38; the disease is obesity due to melanocortin 4 receptor deficiency.