Down-regulated genes in HER2-negative cell lines (Fig. 6D) are directly linked to HER2 overexpression and HER2-positive breast cancers (e.g., Stat, Ptpn1, Pak1, Efnb1). Here, EFNB1 is linked to breast carcinoma.