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. This evidence concerns the gene HLF and head and neck squamous cell carcinoma.