As for Dataset GSE7476, the genes that exhibited significant over-expression in BC vs. normal tissue were the following: VEGFA, p16INK4A, p53, EGFR, EGF, Ki-67, KRAS, NRAS, and cyclin D1. This evidence concerns the gene EGFR and breast cancer.