The first whole-genome investigation in 322 Chinese patients infected with COVID-19 revealed a decreased allele frequency of the TMPRSS2 rs12329760 variant in patients with severe disease than patients with moderate disease, demonstrating the critical role of TMPRSS2 in progression of COVID-19 [31]. This evidence concerns the gene TMPRSS2 and COVID-19.