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