A Model for the Prediction of Survival in Patients With Upper Tract Urothelial Carcinoma After Surgery

被引:8
作者
Zhang, Guang-lin [1 ]
Zhou, Wei [2 ]
机构
[1] Hubei Polytech Univ, Dept Abdominal & Pelv Med Oncol, Huangshi Cent Hosp, Pu Ai Hosp,Affiliated Hosp,Edong Healthcare Grp,W, Huangshi, Hubei, Peoples R China
[2] Hubei Polytech Univ, Dept Urol, Huangshi Cent Hosp, Pu Ai Hosp,Affiliated Hosp,Edong Healthcare Grp, 141 Tianjin Rd, Huangshi 435000, Hubei, Peoples R China
关键词
risk model; survival; SEER database; upper tract urothelial carcinoma; TUMOR LOCATION; MARITAL-STATUS; NOMOGRAM; IMPACT; PROGNOSIS; OUTCOMES; RISK;
D O I
10.1177/1559325819882872
中图分类号
R9 [药学];
学科分类号
1007 ;
摘要
Objective: We aimed to formulate and validate prognostic nomograms that can be used to predict the prognosis of patients with upper tract urothelial carcinoma (UTUC). Methods: By consulting the Surveillance, Epidemiology, and End Results (SEER) database, we identified patients who were surgically treated for UTUC between 2004 and 2013. Variables were analyzed in both univariate and multivariate analyses. Nomograms were constructed based on independent prognostic factors. The prognostic nomogram models were established and validated internally and externally to determine their ability to predict the survival of patients with UTUC. Results: A total of 4990 patients were collected and enrolled in our analyses. Of these, 3327 patients were assigned to the training set and 1663 to the validation set. Nomograms were effectively applied to predict the 3- and 5-year survivals of patients with UTUC after surgery. The nomograms exhibited better accuracy for predicting overall survival (OS) and cancer-specific survival (CSS) than the tumor-node-metastasis (TNM) staging system and the SEER stage in both the training and validation sets. Calibration curves indicated that the nomograms exhibited high correlation to actual observed results for both OS and CSS. Conclusions: The nomogram models showed stronger predictive ability than the TNM staging system and the SEER stage. Precise estimates of the prognosis of UTUC might help doctors to make better treatment decisions.
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页数:8
相关论文
共 31 条
[1]   Marital Status and Survival in Patients With Cancer [J].
Aizer, Ayal A. ;
Chen, Ming-Hui ;
McCarthy, Ellen P. ;
Mendu, Mallika L. ;
Koo, Sophia ;
Wilhite, Tyler J. ;
Graham, Powell L. ;
Choueiri, Toni K. ;
Hoffman, Karen E. ;
Martin, Neil E. ;
Hu, Jim C. ;
Nguyen, Paul L. .
JOURNAL OF CLINICAL ONCOLOGY, 2013, 31 (31) :3869-3876
[2]   The Eighth Edition AJCC Cancer Staging Manual: Continuing to build a bridge from a population-based to a more "personalized" approach to cancer staging [J].
Amin, Mahul B. ;
Greene, Frederick L. ;
Edge, Stephen B. ;
Compton, Carolyn C. ;
Gershenwald, Jeffrey E. ;
Brookland, Robert K. ;
Meyer, Laura ;
Gress, Donna M. ;
Byrd, David R. ;
Winchester, David P. .
CA-A CANCER JOURNAL FOR CLINICIANS, 2017, 67 (02) :93-99
[3]   Effect of marital status on the survival of patients with gallbladder cancer treated with surgical resection: a population-based study [J].
Bai, Dou-Sheng ;
Chen, Ping ;
Qian, Jian-Jun ;
Jin, Sheng-Jie ;
Jiang, Guo-Qing .
ONCOTARGET, 2017, 8 (16) :26404-26413
[4]   Nomograms in oncology: more than meets the eye [J].
Balachandran, Vinod P. ;
Gonen, Mithat ;
Smith, J. Joshua ;
DeMatteo, Ronald P. .
LANCET ONCOLOGY, 2015, 16 (04) :E173-E180
[5]   Predicting Clinical Outcomes After Radical Nephroureterectomy for Upper Tract Urothelial Carcinoma [J].
Cha, Eugene K. ;
Shariat, Shahrokh F. ;
Kormaksson, Matthias ;
Novara, Giacomo ;
Chromecki, Thomas F. ;
Scherr, Douglas S. ;
Lotan, Yair ;
Raman, Jay D. ;
Kassouf, Wassim ;
Zigeuner, Richard ;
Remzi, Mesut ;
Bensalah, Karim ;
Weizer, Alon ;
Kikuchi, Eiji ;
Bolenz, Christian ;
Roscigno, Marco ;
Koppie, Theresa M. ;
Ng, Casey K. ;
Fritsche, Hans-Martin ;
Matsumoto, Kazumasa ;
Walton, Thomas J. ;
Ehdaie, Behfar ;
Tritschler, Stefan ;
Fajkovic, Harun ;
Martinez-Salamanca, Juan I. ;
Pycha, Armin ;
Langner, Cord ;
Ficarra, Vincenzo ;
Patard, Jean-Jacques ;
Montorsi, Francesco ;
Wood, Christopher G. ;
Karakiewicz, Pierre I. ;
Margulis, Vitaly .
EUROPEAN UROLOGY, 2012, 61 (04) :818-825
[6]  
CHAPPIDI MR, 2016, UROL ONCOL SEMIN ORI, V34
[7]   Collaborative Staging and Its Impact on Cancer Registry Data: Information for Data Users on Analysis and Interpretation of Registry Data Preface [J].
Cronin, Kathleen A. ;
Ries, Lynn A. G. ;
Edwards, Brenda K. .
CANCER, 2014, 120 (23) :3755-3757
[8]   Construction of a nomogram predicting the overall survival of patients with distantly metastatic non-small-cell lung cancer [J].
Deng, Jianqing ;
Ren, Zhipeng ;
Wen, Jiaxin ;
Wang, Bo ;
Hou, Xiaobin ;
Xue, Zhiqiang ;
Chu, Xiangyang .
CANCER MANAGEMENT AND RESEARCH, 2018, 10 :6143-6156
[9]   Conditional Probability of Survival Nomogram for 1-, 2-, and 3-Year Survivors After an R0 Resection for Gastric Cancer [J].
Dikken, Johan L. ;
Baser, Raymond E. ;
Gonen, Mithat ;
Kattan, Michael W. ;
Shah, Manish A. ;
Verheij, Marcel ;
van de Velde, Cornelis J. H. ;
Brennan, Murray F. ;
Coit, Daniel G. .
ANNALS OF SURGICAL ONCOLOGY, 2013, 20 (05) :1623-1630
[10]   Nomogram individually predicts the overall survival of patients with gastroenteropancreatic neuroendocrine neoplasms [J].
Fang, Cheng ;
Wang, Wei ;
Feng, Xingyu ;
Sun, Jian ;
Zhang, Yu ;
Zeng, Yujie ;
Wang, Junjiang ;
Chen, Huishan ;
Cai, Muyan ;
Lin, Junzhong ;
Chen, Minhu ;
Chen, Ye ;
Li, Yong ;
Li, Shengping ;
Chen, Jie ;
Zhou, Zhiwei .
BRITISH JOURNAL OF CANCER, 2017, 117 (10) :1544-1550