It can be seen that, similar to HLA-DPPA1 and HLA-DPB1, HLA-DMB, and HLA-DOA are also associated with the upregulation of tumor-infiltrating immune cells, consistent with the results predicted by our study. Here, HLA-DMB is linked to neoplasm.