Overall, we identified five genes (TPX2, KIF2C, CDCA8, BUB1B, and CCNA2) associated with distant metastasis, indicating these genes as potential biomarkers for assessing the risk of breast cancer recurrence and distant metastasis. Here, BUB1B is linked to breast cancer.