According to KEGG enrichment analysis, the primary signaling pathways involved include the cancer pathway, MAPK signaling pathway, AGE–RAGE signaling, EGFR, TNF, HIF-1, and the PD-L1/PD-1 checkpoint pathways. Here, EGFR is linked to cancer.