Multivariate Cox regression analyses identified multiple factors significantly associated with RFS, including the rad-score, Ki-67 index, lymph node metastasis, tumor histological grade, and breast cancer family history in first- or second-degree relatives (all <i>p</i> < 0.05). This evidence concerns the gene MKI67 and metastatic malignant neoplasm in the lymph nodes.