We confirmed that PNI involves interactions between TAMs, tumor cells, and nerve cells, suggesting that interventions targeting TAM phenotypes and MMP12 secretion may represent potential strategies for preventing PNI in patients with pancreatic cancer. The gene discussed is MMP12; the disease is pancreatic neoplasm.