Smoking is more common in men than women and is thought to increase the risk for severe disease and death after COVID-19, potentially due to underlying lung disease and through the increased expression of ACE2 and the modulation of pro-inflammatory cytokines [47]. This evidence concerns the gene ACE2 and COVID-19.