Interestingly, in an analysis of HCC patient liver tissue, PD-L1 expression on tumor cells was indeed found to be negatively associated with overall and relapse-free survival, but notably, PD-L1 expression on CD68+ macrophages positively correlated with overall survival [323]. This evidence concerns the gene CD68 and hepatocellular carcinoma.