Development and validation of a prognostic nomogram for predicting cancer-specific survival after radical cystectomy in patients with bladder cancer:A population-based study

被引:24
作者
Yang, Zhiqiang [1 ,2 ]
Bai, Yunjin [1 ]
Liu, Maoying [3 ]
Hu, Xu [2 ]
Han, Ping [1 ]
机构
[1] Sichuan Univ, West China Hosp, Dept Urol, Chengdu 610041, Peoples R China
[2] Sichuan Univ, West China Hosp, West China Sch Med, Chengdu, Peoples R China
[3] Anyue Hengkang Hosp, Ziyang, Anyue County, Peoples R China
关键词
EXTERNAL VALIDATION; UROTHELIAL CARCINOMA; POSTOPERATIVE NOMOGRAMS; RECURRENCE; DISEASE; RISK; MORTALITY; CURVE;
D O I
10.1002/cam4.3535
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Purpose To establish a prognostic model to estimate the cancer-specific survival (CSS) for urothelial carcinoma of bladder (UCB) patients after radical cystectomy (RC). Methods A total of 8650 candidates (2004-2011) obtained from the Surveillance, Epidemiology, and End Results (SEER) database were randomly split into development cohort (n = 4323) and validation cohort (n = 4327). We performed Cox regression analysis to identify prognostic factors and Kaplan-Meier analysis to assess survival outcome. A nomogram predicting CSS was constructed. Its performance was validated by calibration curves, the receiver operating characteristic (ROC) curves, concordance index (C-index), decision curve analysis (DCA), the net reclassification improvement (NRI), and the integrated discrimination improvement (IDI). Results The nomogram incorporated marital status, T stage, N stage, tumor size, and chemotherapy. In validation cohort, C-index of the nomogram was 0.707. AUC of the nomogram and AJCC stage were 0.767 versus 0.674. Calibration plots for 3- and 5-year CSS displayed good concordance. DCA curves of the nomogram exhibited larger benefits than the AJCC stage. The NRI and IDI indicated the nomogram outperformed AJCC stage. Conclusions We have established a prognostic nomogram with improved discriminative ability and clinical benefits for UCB patients after RC. The nomogram alongside an easy access web tool may assist clinicians in optimizing the postoperative management.
引用
收藏
页码:9303 / 9314
页数:12
相关论文
共 26 条
[1]   External validation of preoperative and postoperative nomograms for prediction of cancer-specific survival, overall survival and recurrence after robot-assisted radical cystectomy for urothelial carcinoma of the bladder [J].
Al-Daghmin, Ali ;
English, Stephen ;
Kauffman, Eric C. ;
Din, Rakeeba ;
Khan, Aabroo ;
Syed, Johar R. ;
Sztorc, Jenna ;
Mehedint, Diana ;
Sharif, Mohammad ;
Shi, Yi ;
Wilding, Gregory ;
Guru, Khurshid A. .
BJU INTERNATIONAL, 2014, 114 (02) :253-260
[2]   EAU Guidelines on Non-Muscle-invasive Urothelial Carcinoma of the Bladder: Update 2016 [J].
Babjuk, Marko ;
Boehle, Andreas ;
Burger, Maximilian ;
Capoun, Otakar ;
Cohen, Daniel ;
Comperat, Eva M. ;
Hernandez, Virginia ;
Kaasinen, Eero ;
Palou, Joan ;
Roupret, Morgan ;
van Rhijn, Bas W. G. ;
Shariat, Shahrokh F. ;
Soukup, Viktor ;
Sylvester, Richard J. ;
Zigeuner, Richard .
EUROPEAN UROLOGY, 2017, 71 (03) :447-461
[3]   Postoperative nomogram predicting risk of recurrence after radical cystectomy for bladder cancer [J].
Bochner, Bernard H. ;
Dalbagni, Guido ;
Kattan, Michael W. ;
Fearn, Paul ;
Vora, Kinjal ;
Seo, Hee Song ;
Zoref, Lauren ;
Abol-Enein, Hassan ;
Ghoneim, Mohamed A. ;
Bochner, Bernard H. ;
Dalbagni, Guido ;
Scardino, Peter T. ;
Bajorin, Dean ;
Skinner, Donald G. ;
Stein, John P. ;
Miranda, Gus ;
Gschwend, Juergen E. ;
Volkmer, Bjoern G. ;
Hautmann, Richard E. ;
Chang, Sam ;
Cookson, Michael ;
Smith, Joseph A. ;
Thalman, George ;
Studer, Urs E. ;
Lee, Cheryl T. ;
Montie, James ;
Wood, David ;
Puigvert, Fundacio ;
Palou, Juan ;
Fradet, Yyes ;
LaCombe, Louis ;
Simard, Pierre ;
Schoenberg, Mark P. ;
Lerner, Seth ;
Vazina, Amnon ;
Bassi, PierFrancesco ;
Murai, Masaru ;
Kikuchi, Eiji .
JOURNAL OF CLINICAL ONCOLOGY, 2006, 24 (24) :3967-3972
[4]   External Validation of Bladder Cancer Predictive Nomograms for Recurrence, Cancer-Free Survival and Overall Survival following Radical Cystectomy [J].
Brooks, Michael ;
Godoy, Guilherme ;
Sun, Maxine ;
Shariat, Shahrokh F. ;
Amiel, Gilad E. ;
Lerner, Seth P. .
JOURNAL OF UROLOGY, 2016, 195 (02) :283-289
[5]   Critical Evaluation of the American Joint Committee on Cancer TNM Nodal Staging System in Patients with Lymph Node-Positive Disease after Radical Cystectomy [J].
Bruins, H. Max ;
Dorin, Ryan P. ;
Rubino, Barbara ;
Miranda, Gus ;
Cai, Jie ;
Daneshmand, Siamak ;
Skinner, Eila C. .
EUROPEAN UROLOGY, 2012, 62 (04) :671-676
[6]   Decreased Overall and Bladder Cancer-Specific Mortality with Adjuvant Chemotherapy After Radical Cystectomy: Multivariable Competing Risk Analysis [J].
Froehner, Michael ;
Koch, Rainer ;
Heberling, Ulrike ;
Novotny, Vladimir ;
Oehlschlaeger, Sven ;
Huebler, Matthias ;
Baretton, Gustavo B. ;
Hakenberg, Oliver W. ;
Wirth, Manfred P. .
EUROPEAN UROLOGY, 2016, 69 (06) :984-987
[7]   The Effect of Neoadjuvant Chemotherapy on Perioperative Outcomes in Patients Who Have Bladder Cancer Treated with Radical Cystectomy: A Population-based Study [J].
Gandaglia, Giorgio ;
Popa, Ioana ;
Abdollah, Firas ;
Schiffmann, Jonas ;
Shariat, Shahrokh F. ;
Briganti, Alberto ;
Montorsi, Francesco ;
Quoc-Dien Trinh ;
Karakiewicz, Pierre I. ;
Sun, Maxine .
EUROPEAN UROLOGY, 2014, 66 (03) :561-568
[8]   How to build and interpret a nomogram for cancer prognosis [J].
Iasonos, Alexia ;
Schrag, Deborah ;
Raj, Ganesh V. ;
Panageas, Katherine S. .
JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (08) :1364-1370
[9]   Nomogram for predicting disease recurrence after radical cystectomy for transitional cell carcinoma of the bladder [J].
Karakiewicz, Pierre I. ;
Shariat, Shahrokh F. ;
Palapattu, Ganesh S. ;
Gilad, Amiel E. ;
Lotan, Yair ;
Rogers, Craig G. ;
Vazina, Amnon ;
Gupta, Amit ;
Bastian, Patrick J. ;
Perrotte, Paul ;
Sagalowsky, Arthur I. ;
Schoenberg, Mark ;
Lerner, Seth P. .
JOURNAL OF UROLOGY, 2006, 176 (04) :1354-1361
[10]   Staging of bladder cancer [J].
Magers, Martin J. ;
Lopez-Beltran, Antonio ;
Montironi, Rodolfo ;
Williamson, Sean R. ;
Kaimakliotis, Hristos Z. ;
Cheng, Liang .
HISTOPATHOLOGY, 2019, 74 (01) :112-134