The top 10 type and frequency of GBPs neighbor gene alterations in HNSCC including ADAR, IRF6, IRF9, IRF2, CD44, STAT1, FCGR1A, NFATC2, ICAM1 and STAT2 (Table 2). Here, IRF9 is linked to head and neck squamous cell carcinoma.