Some potential immune biomarkers of HNSCC include PD-L1 expression on tumor cells, tumor-infiltrating lymphocytes (TILs), tumor mutational burden (TMB), and microbiota [86,117]. The gene discussed is CD274; the disease is head and neck squamous cell carcinoma.