HE staining identified hepatocellular nuclear atypia (e.g., anisokaryosis, hyperchromasia, prominent nucleoli), while immunohistochemistry showed elevated expression of early HCC markers—GPC3, AFP, Ki67, and PCNA—and activation of EMT-associated markers (Fig. S10). This evidence concerns the gene GPC3 and hepatocellular carcinoma.