KEGG enrichment analysis demonstrated these apoptosis related DEGs were mainly enriched in cytokine-cytokine receptor interaction, TNF signaling pathway, pathways in cancer, lipid and atherosclerosis, and apoptosis (Fig. 5k). Here, TNF is linked to cancer.