Research suggests that radiation affects the expression of HLA-I in esophageal squamous cell carcinoma, potentially through interferon-γ. The relationship between radiation, immune response, and tumor development is being explored through various studies, including single-cell analysis and multi-omics sequencing. The findings may have implications for understanding the mechanisms of immunotherapy response and developing targeted therapies.