The frequencies of the PNPLA3 GG genotype were significantly higher in the MASLD-HCC group, compared to VIRAL-HCC (OR 1.86; 95% CI 1.14–3.05; p = 0.009). The gene discussed is PNPLA3; the disease is hepatocellular carcinoma.