In section “Discussion” we discuss the key steps of our novel approach for the analysis of interactions with continuous variables and the results of the investigation for an interaction between chemotherapy and estrogen receptor in breast cancer patients treated with hormonal therapy. Here, ESR1 is linked to breast cancer.