In particular, in-depth analysis of available data from the COVID-19 Host Genetic Initiative (HGI) [30] suggested a significant association between TMPRSS2 gene polymorphism rs12329760 with severe/hospitalised COVID-19 [31]. This evidence concerns the gene TMPRSS2 and COVID-19.