Clinical feature |
Tumour size, Nodal status, Number of tumour-infiltrating lymphocytes (TILS), PAM50 subtype |
Tumour size, Nodal status |
Genomic feature |
Genes associated with better survival outcome (6 genes): |
Genes related to luminal differentiation (BAG1) |
Immunoglobulin (IGG) module (14 genes): |
CD27, CD79A, HLA-C, IGJ, IGKC, IGL, IGLV3-25, IL2RG, CXCL8, LAX1, NTN3, PIM2, POU2AF1 and TNFRSF17 |
Genes related to the normal cell phenotype (KRT5, KRT14, MLPH, MYC) |
The tumour cell proliferation signature (4 genes): |
EXO1, ASPM, NEK2 and KIF23 |
Basal-like-related genes (PHGDH) |
The luminal differentiation signature (5 genes): |
BCL2, DNAJC12, AGR3, AFF3 and ESR1 |
Genes associated with poor survival outcomes (7 genes): |
Genes related to proliferation (CDC6, EXO1, RRM2) |
The HER2 amplicon signature (4 genes): |
ERBB2, GRB7, STARD3 and TCAP |
Genes related to HER2 amplicion (TMEM45B, FGFR4) |
Basal-like-related biology (CDH3) |
Genes related to cell invasion (MMP11) |
Application |
Predicting survival outcomes |
Predicting survival outcomes, the likelihood of pathological remission from treatment, and assessing ERBB2 expression |