Forward feature selection and multivariate Cox proportional hazard regression models defined a 5-gene signature composed of DDIT4, FADD, ITGB4, NCEH1, and TIMP1 that prognosticated OS in the TCGA-HNSCC cohort. This evidence concerns the gene NCEH1 and head and neck squamous cell carcinoma.