We also found that the elevated pro-inflammatory cytokines (IFNGR1, IFNGR2, and TGFB2) were significantly co-expressed with ACE2 in male squamous cells from critically ill COVID-19 patients (Fig. 3e). Here, IFNGR1 is linked to COVID-19.