Skip to main content
Top
Published in: World Journal of Urology 2/2016

Open Access 01-02-2016 | Original Article

Prediction model for recurrence probabilities after intravesical chemotherapy in patients with intermediate-risk non-muscle-invasive bladder cancer, including external validation

Authors: Rianne J. M. Lammers, Jan C. M. Hendriks, O. Rodriguez Faba Rodriguez Faba, Wim P. J. Witjes, Joan Palou, J. Alfred Witjes

Published in: World Journal of Urology | Issue 2/2016

Login to get access

Abstract

Purpose

To develop a model to predict recurrence for patients with intermediate-risk (IR) non-muscle-invasive bladder cancer (NMIBC) treated with intravesical chemotherapy which can be challenging because of the heterogeneous characteristics of these patients.

Methods

Data from three Dutch trials were combined. Patients treated with intravesical chemotherapy with characteristics according to the IR definition of the EAU guideline 2013 were included. Uni- and multivariable Cox regression with selection methods were used to identify predictors of recurrence at 1, 2, and 5 years. An easy-readable table for recurrence probabilities was developed. An external validation was done using data from Spanish patients.

Results

A total of 724 patients were available for analyses, of which 305 were primary patients. Recurrences occurred in 413 patients (57 %). History of recurrences, history of intravesical treatment, grade 2, multiple tumors, and adjuvant treatment with epirubicin were relevant predictors for recurrence-free survival with hazard ratios of 1.48, 1.38, 1.22, 1.56, and 1.27, respectively. A table for recurrence probabilities was developed using these five predictors. Based on the probability of recurrence, three risk groups were identified. Patients in each of the separate risk groups should be scheduled for less or more aggressive treatment. The model showed sufficient discrimination and good predictive accuracy. External validation showed good validity.

Conclusion

In our model, we identified five relevant predictors for recurrence-free survival in IR-NMIBC patients treated with intravesical chemotherapy. These recurrence predictors allow the urologists to stratify patients in risk groups for recurrence that could help in deciding for an individualized treatment approach.
Appendix
Available only for authorised users
Literature
1.
go back to reference Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. CA Cancer J Clin 61(2):69–90CrossRefPubMed Jemal A, Bray F, Center MM, Ferlay J, Ward E, Forman D (2011) Global cancer statistics. CA Cancer J Clin 61(2):69–90CrossRefPubMed
2.
go back to reference Babjuk M, Burger M, Zigeuner R, Shariat SF, van Rhijn BW, Comperat E, Sylvester RJ, Kaasinen E, Bohle A, Palou Redorta J, Roupret M (2013) EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder: update 2013. Eur Urol 64(4):639–653. doi:10.1016/j.eururo.2013.06.003 CrossRefPubMed Babjuk M, Burger M, Zigeuner R, Shariat SF, van Rhijn BW, Comperat E, Sylvester RJ, Kaasinen E, Bohle A, Palou Redorta J, Roupret M (2013) EAU guidelines on non-muscle-invasive urothelial carcinoma of the bladder: update 2013. Eur Urol 64(4):639–653. doi:10.​1016/​j.​eururo.​2013.​06.​003 CrossRefPubMed
3.
go back to reference Brausi M, Witjes JA, Lamm D, Persad R, Palou J, Colombel M, Buckley R, Soloway M, Akaza H, Bohle A (2011) A review of current guidelines and best practice recommendations for the management of nonmuscle invasive bladder cancer by the International Bladder Cancer Group. J Urol 186(6):2158–2167. doi:10.1016/j.juro.2011.07.076 CrossRefPubMed Brausi M, Witjes JA, Lamm D, Persad R, Palou J, Colombel M, Buckley R, Soloway M, Akaza H, Bohle A (2011) A review of current guidelines and best practice recommendations for the management of nonmuscle invasive bladder cancer by the International Bladder Cancer Group. J Urol 186(6):2158–2167. doi:10.​1016/​j.​juro.​2011.​07.​076 CrossRefPubMed
4.
go back to reference Sylvester RJ, van der Meijden AP, Oosterlinck W, Witjes JA, Bouffioux C, Denis L, Newling DW, Kurth K (2006) Predicting recurrence and progression in individual patients with stage Ta T1 bladder cancer using EORTC risk tables: a combined analysis of 2596 patients from seven EORTC trials. Eur Urol 49(3):466–477CrossRefPubMed Sylvester RJ, van der Meijden AP, Oosterlinck W, Witjes JA, Bouffioux C, Denis L, Newling DW, Kurth K (2006) Predicting recurrence and progression in individual patients with stage Ta T1 bladder cancer using EORTC risk tables: a combined analysis of 2596 patients from seven EORTC trials. Eur Urol 49(3):466–477CrossRefPubMed
5.
go back to reference Vegt PD, Witjes JA, Witjes WP, Doesburg WH, Debruyne FM, van der Meijden AP (1995) A randomized study of intravesical mitomycin C, bacillus Calmette-Guerin Tice and bacillus Calmette-Guerin RIVM treatment in pTa-pT1 papillary carcinoma and carcinoma in situ of the bladder. J Urol 153(3 Pt 2):929–933PubMed Vegt PD, Witjes JA, Witjes WP, Doesburg WH, Debruyne FM, van der Meijden AP (1995) A randomized study of intravesical mitomycin C, bacillus Calmette-Guerin Tice and bacillus Calmette-Guerin RIVM treatment in pTa-pT1 papillary carcinoma and carcinoma in situ of the bladder. J Urol 153(3 Pt 2):929–933PubMed
6.
go back to reference Hendricksen K, Witjes WP, Idema JG, Kums JJ, van Vierssen Trip OB, de Bruin MJ, Vergunst H, Caris CT, Janzing-Pastors MH, Witjes JA (2008) Comparison of three schedules of intravesical epirubicin in patients with non-muscle-invasive bladder cancer. Eur Urol 53(5):984–991CrossRefPubMed Hendricksen K, Witjes WP, Idema JG, Kums JJ, van Vierssen Trip OB, de Bruin MJ, Vergunst H, Caris CT, Janzing-Pastors MH, Witjes JA (2008) Comparison of three schedules of intravesical epirubicin in patients with non-muscle-invasive bladder cancer. Eur Urol 53(5):984–991CrossRefPubMed
7.
go back to reference Lammers RJ, Witjes WP, Janzing-Pastors MH, Caris CT, Witjes JA (2012) Intracutaneous and intravesical immunotherapy with keyhole limpet hemocyanin compared with intravesical mitomycin in patients with non-muscle-invasive bladder cancer: results from a prospective randomized phase III trial. J Clin Oncol. doi:10.1200/jco.2011.39.2936 PubMed Lammers RJ, Witjes WP, Janzing-Pastors MH, Caris CT, Witjes JA (2012) Intracutaneous and intravesical immunotherapy with keyhole limpet hemocyanin compared with intravesical mitomycin in patients with non-muscle-invasive bladder cancer: results from a prospective randomized phase III trial. J Clin Oncol. doi:10.​1200/​jco.​2011.​39.​2936 PubMed
8.
go back to reference Fernandez-Gomez J, Madero R, Solsona E, Unda M, Martinez-Pineiro L, Gonzalez M, Portillo J, Ojea A, Pertusa C, Rodriguez-Molina J, Camacho JE, Rabadan M, Astobieta A, Montesinos M, Isorna S, Muntanola P, Gimeno A, Blas M, Martinez-Pineiro JA (2009) Predicting nonmuscle invasive bladder cancer recurrence and progression in patients treated with bacillus Calmette-Guerin: the CUETO scoring model. J Urol 182(5):2195–2203CrossRefPubMed Fernandez-Gomez J, Madero R, Solsona E, Unda M, Martinez-Pineiro L, Gonzalez M, Portillo J, Ojea A, Pertusa C, Rodriguez-Molina J, Camacho JE, Rabadan M, Astobieta A, Montesinos M, Isorna S, Muntanola P, Gimeno A, Blas M, Martinez-Pineiro JA (2009) Predicting nonmuscle invasive bladder cancer recurrence and progression in patients treated with bacillus Calmette-Guerin: the CUETO scoring model. J Urol 182(5):2195–2203CrossRefPubMed
9.
go back to reference Kiemeney LA, Witjes JA, Heijbroek RP, Verbeek AL, Debruyne FM (1993) Predictability of recurrent and progressive disease in individual patients with primary superficial bladder cancer. J Urol 150(1):60–64PubMed Kiemeney LA, Witjes JA, Heijbroek RP, Verbeek AL, Debruyne FM (1993) Predictability of recurrent and progressive disease in individual patients with primary superficial bladder cancer. J Urol 150(1):60–64PubMed
10.
go back to reference Millan-Rodriguez F, Chechile-Toniolo G, Salvador-Bayarri J, Palou J, Algaba F, Vicente-Rodriguez J (2000) Primary superficial bladder cancer risk groups according to progression, mortality and recurrence. J Urol 164(3 Pt 1):680–684CrossRefPubMed Millan-Rodriguez F, Chechile-Toniolo G, Salvador-Bayarri J, Palou J, Algaba F, Vicente-Rodriguez J (2000) Primary superficial bladder cancer risk groups according to progression, mortality and recurrence. J Urol 164(3 Pt 1):680–684CrossRefPubMed
11.
go back to reference Shariat SF, Zippe C, Ludecke G, Boman H, Sanchez-Carbayo M, Casella R, Mian C, Friedrich MG, Eissa S, Akaza H, Sawczuk I, Serretta V, Huland H, Hedelin H, Rupesh R, Miyanaga N, Sagalowsky AI, Wians F Jr, Roehrborn CG, Lotan Y, Perrotte P, Benayoun S, Marberger MJ, Karakiewicz PI (2005) Nomograms including nuclear matrix protein 22 for prediction of disease recurrence and progression in patients with Ta, T1 or CIS transitional cell carcinoma of the bladder. J Urol 173(5):1518–1525. doi:10.1097/01.ju.0000154696.48217.75 CrossRefPubMed Shariat SF, Zippe C, Ludecke G, Boman H, Sanchez-Carbayo M, Casella R, Mian C, Friedrich MG, Eissa S, Akaza H, Sawczuk I, Serretta V, Huland H, Hedelin H, Rupesh R, Miyanaga N, Sagalowsky AI, Wians F Jr, Roehrborn CG, Lotan Y, Perrotte P, Benayoun S, Marberger MJ, Karakiewicz PI (2005) Nomograms including nuclear matrix protein 22 for prediction of disease recurrence and progression in patients with Ta, T1 or CIS transitional cell carcinoma of the bladder. J Urol 173(5):1518–1525. doi:10.​1097/​01.​ju.​0000154696.​48217.​75 CrossRefPubMed
13.
go back to reference Yamada T, Tsuchiya K, Kato S, Kamei S, Taniguchi M, Takeuchi T, Yamamoto N, Ehara H, Deguchi T (2010) A pretreatment nomogram predicting recurrence- and progression-free survival for nonmuscle invasive bladder cancer in Japanese patients. Int J Clin Oncol 15(3):271–279. doi:10.1007/s10147-010-0049-6 CrossRefPubMed Yamada T, Tsuchiya K, Kato S, Kamei S, Taniguchi M, Takeuchi T, Yamamoto N, Ehara H, Deguchi T (2010) A pretreatment nomogram predicting recurrence- and progression-free survival for nonmuscle invasive bladder cancer in Japanese patients. Int J Clin Oncol 15(3):271–279. doi:10.​1007/​s10147-010-0049-6 CrossRefPubMed
14.
go back to reference Pan CC, Chang YH, Chen KK, Yu HJ, Sun CH, Ho DM (2010) Constructing prognostic model incorporating the 2004 WHO/ISUP classification for patients with non-muscle-invasive urothelial tumours of the urinary bladder. J Clin Pathol 63(10):910–915. doi:10.1136/jcp.2010.079764 CrossRefPubMed Pan CC, Chang YH, Chen KK, Yu HJ, Sun CH, Ho DM (2010) Constructing prognostic model incorporating the 2004 WHO/ISUP classification for patients with non-muscle-invasive urothelial tumours of the urinary bladder. J Clin Pathol 63(10):910–915. doi:10.​1136/​jcp.​2010.​079764 CrossRefPubMed
15.
go back to reference Shapur N, Pode D, Katz R, Shapiro A, Yutkin V, Pizov G, Appelbaum L, Zorn KC, Duvdevani M, Landau EH, Gofrit ON (2011) Predicting the risk of high-grade bladder cancer using noninvasive data. Urol Int 87(3):319–324. doi:10.1159/000328635 CrossRefPubMed Shapur N, Pode D, Katz R, Shapiro A, Yutkin V, Pizov G, Appelbaum L, Zorn KC, Duvdevani M, Landau EH, Gofrit ON (2011) Predicting the risk of high-grade bladder cancer using noninvasive data. Urol Int 87(3):319–324. doi:10.​1159/​000328635 CrossRefPubMed
16.
go back to reference Kamat AM, Witjes JA, Brausi M, Soloway M, Lamm D, Persad R, Buckley R, Bohle A, Colombel M, Palou J (2014) Defining and treating the spectrum of intermediate risk nonmuscle invasive bladder cancer. J Urol. doi:10.1016/j.juro.2014.02.2573 Kamat AM, Witjes JA, Brausi M, Soloway M, Lamm D, Persad R, Buckley R, Bohle A, Colombel M, Palou J (2014) Defining and treating the spectrum of intermediate risk nonmuscle invasive bladder cancer. J Urol. doi:10.​1016/​j.​juro.​2014.​02.​2573
18.
go back to reference Sylvester RJ (2012) The confusing world of prognostic models and their clinical use. Nijmegen, the Netherlands Sylvester RJ (2012) The confusing world of prognostic models and their clinical use. Nijmegen, the Netherlands
19.
go back to reference Hall MC, Chang SS, Dalbagni G, Pruthi RS, Seigne JD, Skinner EC, Wolf JS Jr, Schellhammer PF (2007) Guideline for the management of non muscle invasive bladder cancer (stages Ta, T1, and Tis): 2007 update. J Urol 178(6):2314–2330CrossRefPubMed Hall MC, Chang SS, Dalbagni G, Pruthi RS, Seigne JD, Skinner EC, Wolf JS Jr, Schellhammer PF (2007) Guideline for the management of non muscle invasive bladder cancer (stages Ta, T1, and Tis): 2007 update. J Urol 178(6):2314–2330CrossRefPubMed
Metadata
Title
Prediction model for recurrence probabilities after intravesical chemotherapy in patients with intermediate-risk non-muscle-invasive bladder cancer, including external validation
Authors
Rianne J. M. Lammers
Jan C. M. Hendriks
O. Rodriguez Faba Rodriguez Faba
Wim P. J. Witjes
Joan Palou
J. Alfred Witjes
Publication date
01-02-2016
Publisher
Springer Berlin Heidelberg
Published in
World Journal of Urology / Issue 2/2016
Print ISSN: 0724-4983
Electronic ISSN: 1433-8726
DOI
https://doi.org/10.1007/s00345-015-1598-0

Other articles of this Issue 2/2016

World Journal of Urology 2/2016 Go to the issue