High expression of SURF4 was observed in T4, infiltrating ductal carcinoma, ER negative, PR negative, and HER2 positive, female, patients without lymph node metastasis, HER2 overexpression type, and deceased patients. Here, ERBB2 is linked to metastatic malignant neoplasm in the lymph nodes.