CD274 and hepatocellular carcinoma: A study containing three independent cohorts of 578 HCC patients confirmed that higher PD-L1 expression was significantly and independently associated with an unsatisfactory survival in HCC patients103, and autophagy-related genes (ATG) have been identified as predictive signatures for anti-PD-L1 immunotherapy104.