We identified two genetic variants out of seven with a statistically significant difference in allelic frequency distribution among COVID-19 patients, corresponding to rs2070788 (P=0.003) and rs7560375 (P=0.04) of the TMPRSS2 gene. The gene discussed is TMPRSS2; the disease is COVID-19.