In addition, the glycolysis intensity was significantly correlated with the expression of PD-L1 in CD86+ macrophages in liver cancer and the mechanism involves HIF-1α-dependent elevation of PKM2 [39]. This evidence concerns the gene HIF1A and liver cancer.