Candidate genes were subjected to construct a comprehensive PPI network and ten hub genes (TGM1, IVL, PI3, LCN2, KLK5, SLPI, KLK7, PPL, TGM3, LOR) were finally identified, suggesting their potential functions on HNSCC metastasis. Here, TGM3 is linked to head and neck squamous cell carcinoma.