Finally, serum AFP level ≥ 400 ng/mg, arterial rim enhancement, and StdSeparation 3D texture features were identified as predictive variables associated with CK19 positivity in HCC patients, and then a logistic regression prediction model was constructed using the above variables. This evidence concerns the gene KRT19 and hepatocellular carcinoma.