According to the ICD-10 classification, 4344 female patients with invasive, non-metastatic breast cancer (C50) and known ER-/PR-status, grading, HER2, Ki-67, and subtype were extracted from the total pool of breast cancer patients (Fig. 1). The gene discussed is ERBB2; the disease is breast carcinoma.