Our results suggested that increased HLA-DPB1 and HLA-DPB1 expression levels strongly correlated with high PD-1 and CTLA-4 expression levels and weakly correlated with high PD-L1 expression levels in BC and its subtypes. The gene discussed is HLA-DPB1; the disease is breast cancer.