In conclusion, our study highlights the crucial role of LCN2 in inhibiting lymphangiogenesis and LN metastasis in GC through a complex feedback mechanism involving TAM polarization and CCL5 regulation. The gene discussed is LCN2; the disease is gastric cancer.