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Nomograms-based prediction of overall and cancer-specific survivals for patients with chromophobe renal cell carcinoma
Authors:Chunyang Chen  Xinyu Geng  Rui Liang  Dongze Zhang  Meiyun Sun  Guangbo Zhang  Jianquan Hou
Affiliation:1.Department of Urology, The First Affiliated Hospital of Soochow University, Suzhou 215006, People’s Republic of China; 2.Jiangsu Institute of Clinical Immunology, The First Affiliated Hospital of Soochow University, Suzhou 215006, People’s Republic of China; 3.Jiangsu Key Laboratory of Clinical Immunology, Soochow University, Suzhou 215006, People’s Republic of China
Abstract:This study built and tested two effective nomograms for the purpose of predicting cancer-specific survival and overall survival of chromophobe renal cell carcinoma (chRCC) patients. Multivariate Cox regression analysis was employed to filter independent prognostic factors predictive of cancer-specific survival and overall survival, and the nomograms were built based on a training set incorporating 2901 chRCC patients in a retrospective study (from 2004 to 2015) downloaded from the surveillance, epidemiology, and end results (SEER) database. The nomograms were verified on a validation cohort of 1934 patients, subsequently the performances of the nomograms were examined according to the receiver operating characteristic curve, calibration curves, the concordance (C-index), and decision curve analysis. The results showed that tumor grade, AJCC and N stages, race, marital status, age, histories of chemotherapy, radiotherapy and surgery were the individual prognostic factors for overall survival, and that AJCC, N and SEER stages, histories of surgery, radiotherapy and chemotherapy, age, tumor grade were individual prognostic factors for cancer-specific survival. According to C-indexes, receiver operating characteristic curves, and decision curve analysis outcomes, the nomograms showed a higher accuracy in predicting overall survival and OSS when compared with TNM stage and SEER stage. All the calibration curves were significantly consistent between predictive and validation sets. In this study, the nomograms, which were validated to be highly accurate and applicable, were built to facilitate individualized predictions of the cancer-specific survival and overall survival to patients diagnosed with chRCC between 2004 and 2015.
Keywords:Nomogram   chromophobe renal cell carcinoma   SEER   prognosis   overall survival   cancer-specific survival
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