Multivariate analysis revealed that female sex, high platelet count, and higher serum albumin levels were associated with reduced HCC risk, while fibrosis stage F4 and the AA genotype of rs4778350 were linked to increased risk. The gene discussed is ALB; the disease is hepatocellular carcinoma.