By inhibiting the VEGFR2/STAT3 pathway, LP‐R/C@AC NPs effectively suppress cancer cell proliferation and reverse immune suppression by downregulating MMP‐9 and PD‐L1 expression. The gene discussed is CD274; the disease is cancer.