B cell and CD4 T cell infiltration levels were significantly negatively correlated with the risk score in both total HNSCC patients (Fig. 11a,c) and HPV- patients (Fig. 11b,d) (P < 0.05). The gene discussed is CD4; the disease is head and neck squamous cell carcinoma.