Immune checkpoint genes (e.g., PDCD1 and CTLA4) are often closely associated with immune escape mechanisms, as tumor cells express immune checkpoint molecules to suppress immune system attacks, thereby evading host immune surveillance [22,23,24]. Here, PDCD1 is linked to neoplasm.