We found that HOTAIR, PROM1, CCAT1, and MUC19 not only characterized HPV-driven tumors, but also negatively correlated with MDSCs collection in HPV-positive HNSCC. The gene discussed is MUC19; the disease is head and neck squamous cell carcinoma.