In addition, we conducted GO and KEGG enrichment analysis based on the DEGs between different risk groups and discovered that immune-related biological processes and pathways, such as neutrophil degranulation, neutrophil activation involved immune response, neutrophil extracellular trap formation, staphylococcus aureus infection, IL-17 signaling pathway and NOD-like receptor signaling pathway, were unveiled. This evidence concerns the gene IL17A and staphylococcus aureus infection.