A study of the genetic component of COVID-19 severity in Italians reported that ACE2 was not associated with COVID-19 severity/sex bias, but TMPRSS2 levels and genetic variation may be associated with higher susceptibility to COVID-19 severity [70]. This evidence concerns the gene ACE2 and COVID-19.