The radiographic pattern of BCBM on the preoperative MRI depends on certain baseline patient and tumor characteristics like the RS for ER and HER2, patient’s age, time interval between BC and BM diagnosis, and preoperative leukocytosis. This evidence concerns the gene ERBB2 and neoplasm.