Among 90 candidates, ten DUBs (PSMD14, TNFAIP3, JOSD1, UFD1L, UCK2, SENP5, COPS5, USP5, USP31 and USP39) were found to be significantly increased in HNSCC using bioinformatics analysis. Here, USP31 is linked to head and neck squamous cell carcinoma.