HLA-B and COVID-19: Moreover, the risk effect of B*46:01 in COVID-19 was largely caused by its strong linkage disequilibrium (LD) with A*02:07, as in the absence of HLA-A*02:07, the frequency of HLA-B*46:01 alone was reduced in COVID-19 patients (Figure 3C. left).