We thus named the 89-gene signature, PD-1 Associated Gene Expression Signature in HER2+ Breast Cancer, PD-1-Associated Gene Expression Signature in HER2+ Breast Cancer (PAGES-HBC). This evidence concerns the gene ERBB2 and breast carcinoma.