LILRB1 may shape the tumor microenvironment of HNSCC, mediating the interactions between cancer cells and macrophages, as well as between cancer cells and CD8+ T cells, via the SPP1-CD44 and CXCL13-CXCR5 axes. Here, CD8A is linked to neoplasm.