Ligand-receptor interaction networks revealed significant enrichment of the CCL28-CCR10 axis in high-TMs groups, which recruits CCR10+ Tregs to tumor nests, forming local immunosuppressive microenvironments. The gene discussed is CCL28; the disease is neoplasm.