The multifunctional bimetallic Ca/Zn nanoagonist (PZH/Zn@CaNA) significantly downregulated the JAK2‐STAT3 signaling pathway, which effectively inhibited the proliferation and growth of HCC with incomplete microwave ablation. The gene discussed is STAT3; the disease is hepatocellular carcinoma.