Through a network analysis, we found seven crucial genes (BRCA1, HDAC2, MCL1, PIK3R1, PSMD4, RB1, and TP53) with known drug-gene interactions that can characterize the 73 basal BC. The gene discussed is HDAC2; the disease is breast cancer.