HLA-DRB1 and COVID-19: ,56 Findings from the current study support that the second mechanism, which involves interactions between the amino acid residue at position 71 of HLA-DRβ1 and the antigen peptide side chains, plays an important role in the host immune response to the COVID-19 vaccine.