ELOVL1 was positively correlated with PD-1 (PDCD1), CTLA4, LAG3, endothelial growth factors (VEGFs), and so on, which are the common immune checkpoints in the HCC tumor-immune microenvironment (TIME) (Figure 7D). The gene discussed is PDCD1; the disease is hepatocellular carcinoma.