Enrichment analysis indicated biological processes enriched in “response to oxidative stress” and pathways enriched in “human cytomegalovirus infection.” Key genes IL6 and PTGS2 exhibited strong predictive value via ROC curve analysis and external validation. This evidence concerns the gene PTGS2 and cytomegalovirus infection.