In stage III of BC the highest AUC of all the tested parameters was observed in CA 15-3 (0.819; p < 0.001) and it was slightly higher than VEGF (0.818; p < 0.001) and M-CSF (0.811; p < 0.001). This evidence concerns the gene CSF1 and breast cancer.