OIT3 and hepatocellular carcinoma: Similarly, OIT3, a liver-enriched protein linked to macrophage polarization and hepatocellular carcinoma (HCC) progression [34,35], was also elevated in S3, suggesting enhanced inflammatory responses and immune infiltration in S3.