Finally, we investigated the correlation between inflammatory signaling pathways associated with atherosclerosis and the key genes, with a particular focus on the NF-κB signaling pathway and the TLR signaling pathway due to their crucial roles in inflammation and immune responses. The gene discussed is NFKB1; the disease is atherosclerosis.