In this study, ERRF was identified in the list of 50 genes whose expression states predicted pCR in 93% of the test tumor samples [48], suggesting that patients with ERBB2 positive breast cancer, higher ERRF expression predicts a benefit from lapatinib treatment. Here, ERBB2 is linked to breast cancer.