By ligand and receptor analysis, we observed TASCs, Mφ_APOE and LAMP3+ DCs, as the key mediators in complex intercellular networks of interaction, orchestrated the immunosuppressive microenvironment and promoted tumor progression. The gene discussed is APOE; the disease is neoplasm.