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This project aims to construct a multicenter retrospective study by retrospectively collecting clinical, serological, and pathological data from patients. A comprehensive data management system will be established to facilitate the integration and analysis of multicenter data, alongside antibody profiling characteristics. A predictive model based on serological autoantibody profiles will be developed and validated using both internal and external cohorts. This model will predict clinical prognostic factors in renal carcinoma and identify patient populations likely to respond to immunotherapy. By enabling personalized treatment decisions and minimizing unnecessary treatment risks, the model aims to improve patient quality of life and overall prognosis.
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