Gene set enrichment analysis (GSEA) revealed that when compared to those in HCC, the malignant cells in ICC were significantly enriched in the TNF-alpha signaling pathway (Figure 2D). The gene discussed is TNF; the disease is intrahepatic cholangiocarcinoma.