In the univariate analysis, variables with a significance level below 0.05 and a variance inflation factor lower than 5 including tumor size, tumor number, bilobular invasion, BCLC stage, AFP, monocyte, neutrophil, AST, GGT, NLR, GLR, GPR, LMR, APRI, and ANRI were selected for further multivariate analysis. Here, ALDH18A1 is linked to neoplasm.