This review systematically delineates the multifaceted regulatory roles of TRIM proteins in tumor immunity, with a focus on their dual functions within the tumor immune microenvironment, particularly regarding immune checkpoints and tumor-infiltrating immune cells. Here, TRAT1 is linked to neoplasm.