In conclusion, genetic studies and meta-analyses have identified a compelling association between TMPRSS2 variants and COVID-19 severity, although further research is needed to elucidate population-specific effects and the underlying biological mechanisms. This evidence concerns the gene TMPRSS2 and COVID-19.