The two bacterial infections could be distinguished from IAV infection by weaker induction of type I and type II IFN signaling, but stronger enrichment of signaling pathways such as IL2_Stat5_signaling, IL6_STAT3 signaling, programmed cell death, and KRAS signaling (upregulated genes). This evidence concerns the gene STAT3 and bacterial infectious disease.