ER+ and ER- breast tumors are known to have distinct gene expression profiles and indeed we found a stronger gene expression profile when including only ER+ tumors compared with when ER- tumors were included (ROC area 0.91 compared with 0.83). Here, ESR1 is linked to breast neoplasm.