This study identified eight prognostic genes (CETP, CLEC11A, CYP2A6, CYP2A7, GZMB, HGF, LDHC, and PLAU) that significantly contribute to the onset and progression of BC, potentially offering new avenues for therapeutic intervention. The gene discussed is CYP2A7; the disease is breast cancer.