In correlation analyses, we found that AREG and PTPN7 are highly associated with a wide range of immune cells and immune checkpoints, suggesting that they may be involved at the molecular level in regulating cellular interactions as well as immune checkpoint expression in the TME of HNSCC. Here, AREG is linked to head and neck squamous cell carcinoma.