This study found that ethnicity, lesion size, vascular tumor thrombus, clinical stage, mammography-based tumor margin, and HER2 expression were independent predictors of SLN metastasis, aligning with previous studies (4, 29). The gene discussed is ERBB2; the disease is vascular neoplasm.