Therefore, we strengthen our hypothesis by proposing a gene set signature based on the inverse expression of SOX2 and SOX9 for HNSCC patients with HPV negative tumors and treated with radiation. The gene discussed is SOX9; the disease is head and neck squamous cell carcinoma.