TNF and hepatitis B virus infection: After KEGG pathway enrichment, we found that cluster 1 was enriched in the hepatitis B and TNF signaling pathway, cluster 2 was enriched in the apoptosis and hepatitis B pathway, and cluster 3 was enriched in the peroxisome pathway.