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. The gene discussed is CDCA8; the disease is breast cancer.