UCHL5 and neoplasm: <h4>Objective</h4>This study investigated the role of UCHL5 in thyroid carcinoma (THCA) progression, focusing on its tumor-suppressive mechanisms and regulation of ferroptosis.<h4>Methods</h4>We performed multi-omics analysis of TCGA and GEO datasets and validated the findings using clinical samples.