In the COVID-19 Antibody Study (N = 8313), the rs2234235(G) variant in TAS2R1 was associated with anti-nucleocapsid (OR = 1.55; CI: 1.06, 2.20) and anti-spike response (OR = 0.74; CI: 0.57, 0.98); the rs2234010(A) variant in TAS2R5 was associated with anti-nucleocapsid (OR = 1.56; CI: 1.08, 2.19); and the rs34039200(A) variant in TAS2R62P was associated with anti-spike (OR = 0.86; CI: 0.77, 0.97). The gene discussed is TAS2R1; the disease is COVID-19.