The 13 factors were categorized into four groups: (1) Demographic characteristics: Age, BMI; (2) Tumor characteristics and liver function: liver cirrhosis, AFP, Child Pugh; (3) Systemic inflammatory and fibrotic response: LDH, FIB, SII, HALP, APRI, PDW. The gene discussed is NAT10; the disease is cirrhosis of liver.