In the training cohort, WBC, PLT, ALT, AST, CB, ALB, GLOB, TBA, TC, LDL-C, Apo B, PT and INR were simultaneously related to cirrhosis (P < .05 for all, Spearman correlation analysis). The gene discussed is GPT; the disease is Cirrhosis.