Although the TAS2R38 genotype has previously been linked to respiratory tract conditions, we only found weak evidence for an association with respiratory illness or function, such as the risk of hay fever/rhinitis (OR = 1.021 [1.001, 1.041], p = 0.040). This evidence concerns the gene TAS2R38 and rhinitis.