In the entire group of patients with BC, the areas under the ROC curve were significantly higher as compared with AUC = 0.5 (p < 0.001) for all markers used separately and in combination, except for MMP-3 (p = 0.7045). The gene discussed is MMP3; the disease is breast cancer.