Specifically we found that high percentages of SAβ-gal positive cancer cells exist within luminal A and HER2+ amplified breast tumors, while few if any SAβ-gal positive cancer cells were observed in TNBC samples. This evidence concerns the gene ERBB2 and breast neoplasm.