Notably enriched signal pairs such as ICAM1-ITGB2, MIF-CD74, COL1A2-CD44, and HLA-A/B/C/E indicated potential involvement in processes such as antigen presentation, cell recruitment, and immune evasion by tumor cells within the tumor microenvironment (Figures 3F, G). This evidence concerns the gene CD74 and neoplasm.