The receiver operator characteristic (ROC) curve analysis of breast cancer (HER2- and HER2+) vs. normal donors determined area under curve (AUC) value of the logistic regression is 0.6791 (p=0.0009). This evidence concerns the gene ERBB2 and breast cancer.