Similarly, ATLL tumor cells often upregulate immune checkpoint molecules, including PD-1, PD-L1, and CTLA-4, inhibiting T cell function and promoting immune evasion [13]. Here, CD274 is linked to adult T-cell leukemia/lymphoma.