In this study, we investigate the association between the tumor mutational burden (TMB) and clinical characteristics of HNSCC, as well as the impact of COL11A1 gene mutations on the immune microenvironment in head and neck cancer (HNC). Here, COL11A1 is linked to head and neck cancer.