Furtherly, we conducted Kaplan–Meier curve for validation of the four CYPs (CYP2A6, CYP2C8, CYP2E1, and CYP4A11) for evaluating its links to OS in HCC patients from GSE36376 dataset. Here, CYP4A11 is linked to hepatocellular carcinoma.