We performed a correlation analysis for the risk score and several known breast cancer-associated genes, after which we found that TP53, KIT, MCL1, MAP3K1, JAK1, PDCD1, CTLA4, and CD274 were significantly negatively correlated with the risk score. The gene discussed is PDCD1; the disease is breast cancer.