Down-regulation of PD-L1 or NT5E can significantly inhibit the proliferation and metastatic ability of cancer cells, potentially providing practical therapeutic targets and prognostic markers for combined PD-L1 immunotherapy in breast cancer. The gene discussed is CD274; the disease is cancer.