Recent studies indicate that individuals who identify as male are at a higher risk of mortality from COVID-19, possibly due to androgen-mediated regulation of the transmembrane protease serine 2 (TMPRSS2) and ACE-2, which could facilitate the entry and replication of SARS-CoV2 [64,68,69]. This evidence concerns the gene TMPRSS2 and COVID-19.