By constructing and identifying perturbed protein–protein interaction networks for luminal A breast cancer, plant polyphenols and drugs from transcriptome data, we first demonstrated their systemic effects on the MEK5/ERK5 signalling pathway. This evidence concerns the gene MAP2K5 and breast cancer.