Finally, ATG5 was found not only to be significantly highly expressed in HNSCC and NPC, but also showed a low prognosis and positively correlation with PD-L1/PD-L2 expression. The gene discussed is PDCD1LG2; the disease is head and neck squamous cell carcinoma.