Among the most enriched KEGG pathways, the top-ranked signaling pathways, including the PI3K-Akt signaling pathway, HIF-1 signaling pathway, AMPK signaling pathway, and TNF signaling pathway, were closely related to the development of NPC (Fig. 4E, Supplementary Table 7). Here, TNF is linked to nasopharyngeal carcinoma.