The PPI network was analyzed based on BC values, and the top 10 nodes were identified as FN1, CYCS, ICAM1, CCNB1, ARRB1, MUC1, CDH5, ALOX5, CD24, and ALDH3A. Here, ICAM1 is linked to breast cancer.