Despite the high heterogeneity of BC as a disease, especially among cases of TNBC, we found a common BRCA1-like signature in BC cell lines according to the presence of defects in BRCA1 functionality (i.e., caused by a BRCA1 mutation or BRCAness phenotype). This evidence concerns the gene BRCA1 and breast cancer.