Indeed, a closer examination of the cases where the performance significantly decreased when the cancer database was added revealed that the response TF profiles of non-cancer and cancer cells largely formed two distinct clusters (Supplementary Figure S4) even when the origin of cells was the same (e.g. healthy hepatocyte and HEPG2 cell line). This evidence concerns the gene TF and cancer.