Transcriptome datasets of ER + breast cancer cell lines (MCF-7) that were exposed to plant polyphenols (genistein, resveratrol, ferulic acid, and apigenin) were used in this study for network-based drug prioritization and combination analysis of the MEK5-ERK5 pathway in breast cancer. This evidence concerns the gene MAP2K5 and breast cancer.