TNF and cancer: Kyoto Encyclopedia of Genes and Genomes (KEGG) pathway analysis revealed that these differentially expressed genes were enriched in pathways related to the TNF signaling pathway and the PD-L1/PD-1 checkpoint pathway in cancer (Fig. 4F and G).