In addition to these results, we identified significant enrichment of the estrogen pathway activation signature in several series of primary breast tumors or breast cancer cell lines and found that ER-positive tumors and cell lines had significantly higher association with the E2 treatment signature than did ER-negative samples. This evidence concerns the gene ESR1 and breast carcinoma.