Studies evaluating the role of SNPs in TMPRSS2 with the risk of death in hospitalized patients with COVID-19 are scarce, usually with a small sample size, retrospective, and performed in Asian populations [23,24]. The gene discussed is TMPRSS2; the disease is COVID-19.