Considering high E2F6 mRNA expression was the only independent risk factor for the OS of female HNSCC patients in the multivariate analysis, our subsequent analyses mainly focused on E2F6’s influence on HNSCC. The gene discussed is E2F6; the disease is head and neck squamous cell carcinoma.