Our meta-analyses did not confirm the results of previous individual studies; however, we identified new HLA alleles associated with COVID-19: the HLA-A*30 and HLA-A*33 were associated with protection against COVID-19 infection and the most severe form of this disease, respectively. This evidence concerns the gene HLA-A and COVID-19.