This study thoroughly demonstrates the theoretical correlation between ferroptosis and the degree of tumor immune response, further revealing that targeting USP14 to enhance ferroptosis plays a positive role in the remodeling of the tumor immune microenvironment post-RT. Here, USP14 is linked to neoplasm.