In this study, adopting the method of text mining and bioinformatics, we finally screened out four genes (EPHB2, SPP1, SERPINE1, and VEGFC) and corresponding signaling pathways that might be related to radiotherapy resistance in HNSCC patients. The gene discussed is SPP1; the disease is head and neck squamous cell carcinoma.