Based on the above described associations, we investigated the influence of the variants rs2070788, rs383510, and rs12329760 in the gene TMPRSS2 on SARS-CoV-2 infection risk and severity of COVID-19 in a German cohort. The gene discussed is TMPRSS2; the disease is COVID-19.