Most of these top ranked genes, such as MYBL2, CCNB1, RRM2, PRC1, MELK, KPNA2, CDC20, CDC2 and UBE2S, overlapped in signatures developed for ER-positive and mixed breast cancer subtypes. This evidence concerns the gene RRM2 and breast carcinoma.