TNF and atherosclerosis: At the same time, the KEGG enrichment analysis also suggested at the TNF signaling pathway, lipid and atherosclerosis, MAPK signaling pathway, IL-17 signaling pathway, PI3K-Akt signaling pathway, and other pathways played an important role in the occurrence and development of IS (Figure 3G).