While the analyses of food preference and consumption have further reinforced the effects of TAS2R38 on specific foods and drinks, our phenome-wide exploratory analysis did not find evidence for associations with obesity, BMI or body weight. This evidence concerns the gene TAS2R38 and obesity disorder.