Conversely, our findings indicate that survival benefit is seen when the antigen-presenting machinery is highly expressed, as was represented by the subgroup at the highest tertile of B2M expression, potentially compensating for the highly immunosuppressive nature of HNSCC TME. Here, B2M is linked to head and neck squamous cell carcinoma.