Interestingly, we also noticed that estrogen-induced the expression of many of the COVID-19 and asthma-related risk genes involving HLA-DRA, HLA-F, and HLA-DOB (Fig. 4D and 4E), which play an important role in the immune response [40, 41]. Here, HLA-DOB is linked to COVID-19.