Nomograms to Predict Individual Prognosis of Patients with Primary Small Cell Carcinoma of the Bladder

被引:47
作者
Dong, Fan [1 ]
Shen, Yifan [1 ]
Gao, Fengbin [2 ]
Shi, Xiao [3 ]
Xu, Tianyuan [2 ]
Wang, Xianjin [1 ]
Zhang, Xiaohua [1 ]
Zhong, Shan [1 ]
Zhang, Minguang [1 ]
Chen, Shanwen [1 ]
Shen, Zhoujun [1 ]
机构
[1] Fudan Univ, Fudan Inst Urol, Huashan Hosp, Dept Urol, Shanghai, Peoples R China
[2] Shanghai Jiao Tong Univ, Sch Med, Ruijin Hosp, Dept Urol, Shanghai, Peoples R China
[3] Fudan Univ, Shanghai Med Coll, Dept Oncol, Shanghai, Peoples R China
来源
JOURNAL OF CANCER | 2018年 / 9卷 / 07期
基金
中国国家自然科学基金;
关键词
small cell carcinoma of the bladder; nomogram; overall survival; cancer specific survival; decision curve analysis; CANCER-SPECIFIC SURVIVAL; DECISION CURVE ANALYSIS; URINARY-BLADDER; UROTHELIAL CARCINOMA; EXTERNAL VALIDATION; RADICAL CYSTECTOMY; CLINICOPATHOLOGICAL ANALYSIS; SINGLE-CENTER; LUNG-CANCER; CHEMOTHERAPY;
D O I
10.7150/jca.23344
中图分类号
R73 [肿瘤学];
学科分类号
100214 ;
摘要
Objectives: To develop reliable nomograms to estimate individualized overall survival (OS) and cancer specific survival (CSS) for patients with primary small cell carcinoma of the bladder (SCCB) and compare the predictive value with the AJCC stages. Patients and Methods: 582 eligible SCCB patients identified in the Surveillance, Epidemiology, and End Results (SEER) dataset were randomly divided into training (n=482) and validation (n=100) cohorts. Akaike information criterion was used to select the clinically important variables in multivariate Cox models when establishing nomograms. The performance of nomograms was bootstrapped validated internally and externally using the concordance index (C-index) with 95% confidence interval (95% CI) and calibration curves and was compared with that of the AJCC stages using C-index, Kaplan-Meier curves and decision curve analysis (DCA). Results: Two nomograms shared common indicators including age, tumor size, T stage, lymph node ratio, metastases, chemotherapy, radiation and radical cystectomy, while marriage and gender were only incorporated in the OS nomogram. The C-indices of nomograms for OS and CSS were 0.736 (95% CI 0.711-0.761) and 0.731(95% CI 0.704-0.758), respectively, indicating considerable predictive accuracy. Calibration curves showed consistency between the nomograms and the actual observation. The results remained reproducible when nomograms were applied to the validation cohort. Additionally, comparisons between C-indices, Kaplan-Meier curves and DCA proved that the nomograms obtained obvious superiority over the AJCC stages with wide practical threshold probabilities. Conclusions: We proposed the first two nomograms for individualized prediction of OS and CSS in SCCB patients with satisfactory predictive accuracy, good robustness and wide applicability.
引用
收藏
页码:1152 / 1164
页数:13
相关论文
共 54 条
  • [1] Small cell carcinoma of the bladder: a contemporary clinicopathological study of 51 cases
    Abrahams, NA
    Moran, C
    Reyes, AO
    Siefker-Radtke, A
    Ayala, AG
    [J]. HISTOPATHOLOGY, 2005, 46 (01) : 57 - 63
  • [2] Agheli A, 2008, CLIN ADV HEMATOL ONC, V6, P5
  • [3] Agheli Aref, 2008, Clin Adv Hematol Oncol, V6, P380
  • [4] 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
    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.
    [J]. BJU INTERNATIONAL, 2014, 114 (02) : 253 - 260
  • [5] [Anonymous], HARRELL MISCELLANEOU
  • [6] Nomograms in oncology: more than meets the eye
    Balachandran, Vinod P.
    Gonen, Mithat
    Smith, J. Joshua
    DeMatteo, Ronald P.
    [J]. LANCET ONCOLOGY, 2015, 16 (04) : E173 - E180
  • [7] Small cell carcinoma of the urinary bladder treated with chemotherapy and radiotherapy:: Results in five cases
    Bastús, R
    Caballero, JM
    González, G
    Borrat, P
    Casalots, J
    de Segura, GG
    Martí, L
    Ristol, J
    Cirera, L
    [J]. EUROPEAN UROLOGY, 1999, 35 (04) : 323 - 326
  • [8] Small cell carcinoma of bladder: A single-center prospective study of 25 cases treated in analogy to small cell lung cancer
    Bex, A
    Nieuwenhuijzen, JA
    Kerst, M
    Pos, F
    Van Boven, H
    Meinhardt, W
    Horenblas, S
    [J]. UROLOGY, 2005, 65 (02) : 295 - 299
  • [9] Long-term survival after sequential chemoradiation for limited disease small cell carcinoma of the bladder
    Bex, Axel
    de Vries, Remco
    Pos, Floris
    Kerst, Martijn
    Horenblas, Simon
    [J]. WORLD JOURNAL OF UROLOGY, 2009, 27 (01) : 101 - 106
  • [10] BLOMJOUS CEM, 1989, CANCER, V64, P1347, DOI 10.1002/1097-0142(19890915)64:6<1347::AID-CNCR2820640629>3.0.CO