Identification of oxidative stress-related subgroups and signature genes for the prediction of prognosis and immune microenvironment in thyroid cancer

Abstract Supplementary Information: The online version contains supplementary material available at 10.1007/s00438-025-02252-8. Article type: Research Article Keywords: Oxidative stress, Thyroid cancer, Prognostic model, Prognostic biomarkers, Experimental validation Authors: Zhenwei Qiu ⚬, Jing Li, Mei Tian Affiliations: https://ror.org/03cst3c12grid.510325.0Breast and Thyroid Surgery, Yidu Central Hospital of Weifang, No. 5168 Jiangjunshan Road, Qingzhou, Shandong 262500 China License: © The Author(s) 2025 CC BY-NC-ND 4.0 Open Access This article is licensed under a Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 International License, which permits any non-commercial use,