The epithelial-mesenchymal transition, glycolysis, hypoxia, and TNF-alpha signaling via NFKB gene sets are recognized as the most positively enriched in the HNSCC dataset. This evidence concerns the gene TNF and head and neck squamous cell carcinoma.