We speculate that high AFP expression in HCC cells promotes HIF-1α to stimulate the expression of PD-L1, which plays a pivotal role in HCC cells resisting immune checkpoint inhibitors. The gene discussed is AFP; the disease is hepatocellular carcinoma.