In conclusion, six core genes including COL3A1, EEF2, FN1, PTPRF SDC2, and RAC1, and several cancer-related metabolic processes, signaling pathways, and overall survival rate of patients were identified in BM PCa. This evidence concerns the gene COL3A1 and posterior cortical atrophy.