KEGG pathway analysis further revealed a strong link to early immune activation and inflammatory response by activating pathways involved in cytokine signaling (such as TNF-α and IL-17 signaling), chemokine signaling, and bacterial infections (Fig. 3D). Here, TNF is linked to bacterial infectious disease.