In this context, this pan-cancer analysis focuses on specific hallmarks of cancer: EMT and metabolic reprogramming in cancer cells and their association with immune evasion to discern the role of PD-L1 and other checkpoint proteins in cancer progression. This evidence concerns the gene CD274 and cancer.