This observation aligns with Gene Set Enrichment Analysis (GSEA) results suggesting the down-regulation of T/NK cell-related immune pathways in HCC, underscoring the critical role of FGL1-LAG3 in immune evasion in HCC (Fig 3D). Here, LAG3 is linked to hepatocellular carcinoma.