In stage IV of BC the highest AUC of all the tested parameters was found in CA 15-3 (0.893; p < 0.001) and it was higher than M-CSF (0.834; p < 0.001) and VEGF (0.690; p = 0.008). The gene discussed is CSF1; the disease is breast cancer.