One mechanism is that tumor cells express immune checkpoint genes, such as PD1 expressed on T cells, which binds to PD-L1 ligands on the surface of tumor cells, causing T cells to silence and fail to kill the tumor52. This evidence concerns the gene CD274 and neoplasm.