The multivariable logistic analysis showed that AFP ≥ 200ng/mL, NLR ≥ 1.8, PNI ≥ 46.5, larger tumor diameter, and tumor margin non-smooth were independent risk factors for MVI (all P < 0.05). Here, AFP is linked to neoplasm.