As expected, the E2F1 index was related to chemotherapy response in the 3 large cohorts of breast cancer patients 3 tested previously (GSE21094, GSE25055, GSE25065) ( Additional file 2: Figure S1). The gene discussed is E2F1; the disease is breast carcinoma.