We hypothesize that our signatures are highly prognostic in HPV positive HNSCC because they lack the oncogenic activation of EGFR or RAS, which frequently occurs in HPV negative disease.46 This evidence concerns the gene EGFR and head and neck squamous cell carcinoma.