Tumor microenvironment related genes ADGRG7, CSN3, CST8, KRT81, MUC7, MYH6, and SEZ6 are valuable predictors for HNSCC patient survival. This evidence concerns the gene SEZ6 and head and neck squamous cell carcinoma.