Stepwise logistic model analysis was performed exploiting these variables and the best predictive biomarkers in our cohort of patients with HCC resulted in APLN (0.15(SE 0.05) p = 0.005) and OPN (0.96(SE 0.41) p = 0.003). Here, SPP1 is linked to hepatocellular carcinoma.