The TRIM family has been identified as a key player in various cancers through interactions with differentially expressed genes (DEGs), which are widely recognized in tumorigenesis research and have been incorporated into model training such as cancer prediction [39] and overall survival prediction [40]. This evidence concerns the gene TRAT1 and cancer.