The results indicated that eight LMRGs (PHYH, CYP4F8, INMT, ELOVL6, PLPP3, BCHE, TPTE, and STAR) were related to OS of HNSCC patients. This evidence concerns the gene BCHE and head and neck squamous cell carcinoma.