The bi-variable survival models (Table 5) demonstrated that margin status remained highly significant when PAM50 or either of the hormone receptor (ER/PR) status was added to the model whereas in the model with tumor stage, margin status was only close to significance (p = 0.067). Here, ESR1 is linked to neoplasm.