When comparing different populations, we found marked variability in the frequency of the different HLA alleles putatively associated with severe manifestation of COVID-19, such as HLA-DRB1*15:01, HLA-DQB1*06:02, and HLA-B*27:07 alleles23. Here, HLA-B is linked to COVID-19.