To further investigate the potential factors influencing lymph node metastasis in BC patients, a multivariate logistic regression analysis was performed based on six variables: CTC phenotypes (E-CTCs, H-CTCs, and M-CTCs), TNM stage, L1CAM expression, and Ki-67 levels. The gene discussed is MKI67; the disease is breast cancer.