After comparing the predictive performance of the three models, our study highlights the unique roles of biomarkers, including PD-L1, FT4, Na, and lymphocyte count, which are less frequently considered together in the prediction of irAEs in NPC (35). This evidence concerns the gene CD274 and nasopharyngeal carcinoma.