To evaluate whether relevant preoperative indicators can predict MVI, univariate analysis was performed on the patient age, HBsAg, tumor size, AFP, Edmondson grade, ALT, AST, NLR, PLR, APRI, CEA, CA19-9, and the number of tumors (Table 2). This evidence concerns the gene CEACAM5 and neoplasm.