These DEPs are mainly enriched in human papillomavirus infection, PI3K-Akt signaling pathway, coronavirus disease, IL-17 signaling pathway and TNF signaling pathway through KEGG analysis (Fig. 2B and Additional file 2). The gene discussed is TNF; the disease is human papilloma virus infection.