Importantly, CAIX expression was also associated with PD-L1 expression and other immune-inhibitory signatures (FOXP3, TGF-β, LAG-3, TIM-3), supporting the notion that metabolic stress directly contributes to immune dysfunction in the TME [35], allowing for cancer progression. Here, HAVCR2 is linked to cancer.