A much stronger negative relation exists between EGF-regulated gene expression and expression association with ER status (rs = - 0.43; P < 0.0001), which concurs with the established inverse relation between ER and EGFR in breast cancer [7,8]. This evidence concerns the gene EGFR and breast cancer.