Patients with high PNI-ALBI grade had a higher incidence of larger tumor size (≥2.5 cm), ascites, splenomegaly, cirrhosis, AFP, lower albumin, and higher total bilirubin compared with low PNI-ALBI grade. The gene discussed is AFP; the disease is Ascites.