CD8A and lymphopenia: Simultaneously, lymphopenia reflects impaired cytotoxic immune surveillance, characterized by functional exhaustion of CD8+ T cells and natural killer cells through immune checkpoint axes such as PD-1/PD-L1 and CTLA-4, further reinforcing an immunosuppressive tumor niche (46–48).