KEGG pathway analysis further revealed significant enrichment in canonical inflammatory cascades (Figure 2D), including TNF, Toll-like receptor, and NF-κB signaling, alongside terms linked to coronavirus disease and pertussis, which likely reflect shared innate immune and host-pathogen response modules. Here, TNF is linked to pertussis.