KEGG pathway analysis further demonstrated involvement of these targets in key AS-associated pathways, including the PI3K-Akt signaling pathway, TNF signaling pathway, lipid and atherosclerosis, and apoptosis (Figure 3B). Here, TNF is linked to atherosclerosis.