The risk score for OS in patients with HNSCC was determined as follows: (0.3372) * EIF3D + (0.2681)* EIF1 + (0.1292) * LARP1 + (0.0675) * METTL1. The gene discussed is EIF3D; the disease is head and neck squamous cell carcinoma.