ACE2 and COVID-19: Furthermore, scRNA-seq studies on COVID-19 have shown an association of an upregulation of ACE2 and related proteases expression in airway epithelial and AT2 cells that increase with age and mainly in men [38] [preprint: not peer-reviewed].