In HNSCC patients, a 9-gene model (CELF2, CPEB1, DDX39B, EIF3L, EZH2, KHDRBS3, RNASE10, RNASE3 and SIDT1) was successfully obtained. Here, RNASE10 is linked to head and neck squamous cell carcinoma.