HNSCC is typically rich in CD8 T cell infiltrate but shows poor outcomes [68] and in HNSCC carcinogenesis, a population shift from naïve to memory T cell subtype has been noted [69], aligned with the finding of relative memory CD8 T cell enrichment in the high AMPHO group. The gene discussed is CD8A; the disease is head and neck squamous cell carcinoma.