In our cohort, HCC with an incomplete ITC tended to exhibit more malignant characteristics, as indicated by AFP levels > 400 ng/mL, an NLR ≥ 2.80, a tumor size > 5 cm, poor tumor differentiation, and positive MVI (Supplementary Table S1). The gene discussed is AFP; the disease is hepatocellular carcinoma.