A combination of caveolin-1 and Sox-2 protein levels was sufficient to maintain high predictive accuracy, which we validated in tumor samples from patients with HNSCC with known clinical response to cetuximab. The gene discussed is SOX2; the disease is head and neck squamous cell carcinoma.