In this study, LASSO Cox regression analysis is conducted to identify the eight-mRNA signature (CBX3, GNA12, P4HA1, PLAU, PPL, RAB25, EPHX3, and HLF) predicting the prognosis of HNSCC. The gene discussed is P4HA1; the disease is head and neck squamous cell carcinoma.