Given the specific expression of MHC-II in HPV+ tumor cells and its critical link with CD4+ T cells, we utilized CellPhoneDB algorithm to explore cellular communications through ligand-receptor interactions between tumor cells and CD4 + T cells (Fig. 5A; Supplementary Fig. 4A and B). This evidence concerns the gene CD4 and neoplasm.