To ascertain the relationship between HLA-DPB1/HLA-DPB1 and the various immune infiltrating cells, we further evaluated the associations between HLA-DPB1/HLA-DPB1 and biomarkers of tumor-infiltrating immune cells in BC and its subtype using data from the TIMER database. This evidence concerns the gene HLA-DPB1 and breast cancer.