Skip to main content
Erschienen in: World Journal of Urology 12/2019

04.03.2019 | Original Article

External validation of a nomogram for the prediction of 10-year life expectancy in candidates for radical prostatectomy

verfasst von: Sophie Knipper, David Pröwrock, Zhe Tian, Hans Heinzer, Derya Tilki, Pierre Karakiewicz, Markus Graefen

Erschienen in: World Journal of Urology | Ausgabe 12/2019

Einloggen, um Zugang zu erhalten

Abstract

Purpose

Accurate life expectancy prediction is essential in decision-making concerning treatment of clinically localized prostate cancer (PCa). Nomogram predictions are more precise and reproducible than clinician’s estimations. The most accurate nomogram addressing 10-year life expectancy in PCa patients has not been externally validated to date. Therefore, we aimed to evaluate the performance of this nomogram in a contemporary external cohort.

Patients and methods

For this, we enrolled all consecutive patients, who underwent radical prostatectomy at a single institution between 2005 and 2007. Age at surgery and Charlson Comorbidity Index (CCI) were assessed. PCa-related deaths and patients under 55 years were excluded as indicated by the nomogram. The prediction of 10-year life expectancy was calculated according to the nomogram and compared to actual survival data. Calibration and discrimination were assessed using calibration plots.

Results

Overall, 1597 patients were evaluated, with a median age of 64 years (range 55–78 years) at surgery and a median follow-up of 134.4 months (range 0.1–161.7 months). Median CCI was 0 (range 0–10). At 10 years, 134 patients (8.4%) had died of other causes than PCa. The nomogram showed moderate discrimination capacities on receiver-operator characteristic analysis (c-index: 0.64). On calibration curves, the nomogram underestimated the actual life expectancy.

Conclusion

The performance accuracy of this prediction model was moderate and underestimated 10-year life expectancy of contemporary PCa patients. In conclusion, prediction of life expectancy remains challenging with a continued need for more precise tools.
Anhänge
Nur mit Berechtigung zugänglich
Literatur
1.
Zurück zum Zitat Ohmann EL, Loeb S, Robinson D, Bill-Axelson A, Berglund A, Stattin P (2014) Nationwide, population-based study of prostate cancer stage migration between and within clinical risk categories. Scand J Urol 48(5):426–435CrossRef Ohmann EL, Loeb S, Robinson D, Bill-Axelson A, Berglund A, Stattin P (2014) Nationwide, population-based study of prostate cancer stage migration between and within clinical risk categories. Scand J Urol 48(5):426–435CrossRef
2.
Zurück zum Zitat Tombal B (2012) Non-metastatic CRPC and asymptomatic metastatic CRPC: which treatment for which patient? Ann Oncol Off J Eur Soc Med Oncol Suppl 10: x251–2x58.CrossRef Tombal B (2012) Non-metastatic CRPC and asymptomatic metastatic CRPC: which treatment for which patient? Ann Oncol Off J Eur Soc Med Oncol Suppl 10: x251–2x58.CrossRef
4.
Zurück zum Zitat Mottet N, Bellmunt J, Bolla M, Briers E, Cumberbatch MG, De Santis M, Fossati N, Gross T, Henry AM, Joniau S, Lam TB, Mason MD, Matveev VB, Moldovan PC, van den Bergh RC, Van den Broeck T, van der Poel HG, van der Kwast TH, Rouvière O, Schoots IG, Wiegel. EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent Mottet N, Bellmunt J, Bolla M, Briers E, Cumberbatch MG, De Santis M, Fossati N, Gross T, Henry AM, Joniau S, Lam TB, Mason MD, Matveev VB, Moldovan PC, van den Bergh RC, Van den Broeck T, van der Poel HG, van der Kwast TH, Rouvière O, Schoots IG, Wiegel. EAU-ESTRO-SIOG Guidelines on Prostate Cancer. Part 1: Screening, Diagnosis, and Local Treatment with Curative Intent
6.
Zurück zum Zitat Carroll PH, Mohler JL (2018) NCCN Guidelines updates: prostate cancer and prostate cancer early detection. J Natl Compr Cancer Netw JNCCN 16(5S):620–623CrossRef Carroll PH, Mohler JL (2018) NCCN Guidelines updates: prostate cancer and prostate cancer early detection. J Natl Compr Cancer Netw JNCCN 16(5S):620–623CrossRef
7.
Zurück zum Zitat Sammon JD, Abdollah F, D’Amico A, Gettman M, Haese A, Suardi N et al (2018) Predicting life expectancy in men diagnosed with prostate cancer. Eur Urol 68(5):756–765CrossRef Sammon JD, Abdollah F, D’Amico A, Gettman M, Haese A, Suardi N et al (2018) Predicting life expectancy in men diagnosed with prostate cancer. Eur Urol 68(5):756–765CrossRef
8.
Zurück zum Zitat Albertsen PC, Fryback DG, Storer BE, Kolon TF, Fine J (1996) The Impact of co-morbidity on life expectancy among men with localized prostate cancer. J Urol 156(1):127–132CrossRef Albertsen PC, Fryback DG, Storer BE, Kolon TF, Fine J (1996) The Impact of co-morbidity on life expectancy among men with localized prostate cancer. J Urol 156(1):127–132CrossRef
9.
Zurück zum Zitat Tewari A, Johnson CC, Divine G, Crawford ED, Gamito EJ, Demers R et al (2004) Long-term survival probability in men with clinically localized prostate cancer: a case-control, propensity modeling study stratified by race, age, treatment and comorbidities. J Urol 171(4):1513–1519CrossRef Tewari A, Johnson CC, Divine G, Crawford ED, Gamito EJ, Demers R et al (2004) Long-term survival probability in men with clinically localized prostate cancer: a case-control, propensity modeling study stratified by race, age, treatment and comorbidities. J Urol 171(4):1513–1519CrossRef
10.
Zurück zum Zitat Cowen ME, Halasyamani LK, Kattan MW (2006) Predicting life expectancy in men with clinically localized prostate cancer. J Urol 175(1):99–103CrossRef Cowen ME, Halasyamani LK, Kattan MW (2006) Predicting life expectancy in men with clinically localized prostate cancer. J Urol 175(1):99–103CrossRef
11.
Zurück zum Zitat Walz J, Gallina A, Saad F, Montorsi F, Perrotte P, Shariat SF et al (2007) A nomogram predicting 10-year life expectancy in candidates for radical prostatectomy or radiotherapy for prostate cancer. J Clin Oncol 25(24):3576–3581CrossRef Walz J, Gallina A, Saad F, Montorsi F, Perrotte P, Shariat SF et al (2007) A nomogram predicting 10-year life expectancy in candidates for radical prostatectomy or radiotherapy for prostate cancer. J Clin Oncol 25(24):3576–3581CrossRef
12.
Zurück zum Zitat Jeldres C, Latouff J-B (2009) Saad F (2009) Predicting life expectancy in prostate cancer patients. Curr Opin Support Palliat Care. 3(3):166–169CrossRef Jeldres C, Latouff J-B (2009) Saad F (2009) Predicting life expectancy in prostate cancer patients. Curr Opin Support Palliat Care. 3(3):166–169CrossRef
13.
Zurück zum Zitat Hall WH, Jani AB, Ryu JK, Narayan S, Vijayakumar S (2005) The impact of age and comorbidity on survival outcomes and treatment patterns in prostate cancer. Prostate Cancer Prostat Dis 8(1):22–30CrossRef Hall WH, Jani AB, Ryu JK, Narayan S, Vijayakumar S (2005) The impact of age and comorbidity on survival outcomes and treatment patterns in prostate cancer. Prostate Cancer Prostat Dis 8(1):22–30CrossRef
14.
Zurück zum Zitat Vickers AJ, Cronin AM (2010) Everything you always wanted to know about evaluating prediction models (but were too afraid to ask). Urology 76(6):1298–1301CrossRef Vickers AJ, Cronin AM (2010) Everything you always wanted to know about evaluating prediction models (but were too afraid to ask). Urology 76(6):1298–1301CrossRef
15.
Zurück zum Zitat Heagerty PJ, Lumley T, Pepe MS (2000) Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics 56(2):337–344CrossRef Heagerty PJ, Lumley T, Pepe MS (2000) Time-dependent ROC curves for censored survival data and a diagnostic marker. Biometrics 56(2):337–344CrossRef
16.
Zurück zum Zitat Albertsen PC, Moore DF, Shih W, Lin Y, Li H, Lu-Yao GL (2011) Impact of comorbidity on survival among men with localized prostate cancer. J Clin Oncol Off J Am Soc Clin Oncol 29(10):1335–1341CrossRef Albertsen PC, Moore DF, Shih W, Lin Y, Li H, Lu-Yao GL (2011) Impact of comorbidity on survival among men with localized prostate cancer. J Clin Oncol Off J Am Soc Clin Oncol 29(10):1335–1341CrossRef
17.
Zurück zum Zitat Sweat SD, Bergstralh EJ, Slezak J, Blute ML, Zincke H (2002) Competing risk analysis after radical prostatectomy for clinically nonmetastatic prostate adenocarcinoma according to clinical Gleason score and patient age. J Urol 168(2):525–529CrossRef Sweat SD, Bergstralh EJ, Slezak J, Blute ML, Zincke H (2002) Competing risk analysis after radical prostatectomy for clinically nonmetastatic prostate adenocarcinoma according to clinical Gleason score and patient age. J Urol 168(2):525–529CrossRef
18.
Zurück zum Zitat Kent M, Penson DF, Albertsen PC, Goodman M, Hamilton AS, Stanford JL et al (2016) Successful external validation of a model to predict other cause mortality in localized prostate cancer. BMC Med 14:25CrossRef Kent M, Penson DF, Albertsen PC, Goodman M, Hamilton AS, Stanford JL et al (2016) Successful external validation of a model to predict other cause mortality in localized prostate cancer. BMC Med 14:25CrossRef
19.
Zurück zum Zitat Graefen M, Karakiewicz PI, Cagiannos I, Hammerer PG, Haese A, Palisaar J et al (2002) A validation of two preoperative nomograms predicting recurrence following radical prostatectomy in a cohort of European men. Urol Oncol 7(4):141–146CrossRef Graefen M, Karakiewicz PI, Cagiannos I, Hammerer PG, Haese A, Palisaar J et al (2002) A validation of two preoperative nomograms predicting recurrence following radical prostatectomy in a cohort of European men. Urol Oncol 7(4):141–146CrossRef
20.
Zurück zum Zitat Mariotto AB, Wang Z, Klabunde CN, Cho H, Das B, Feuer EJ (2013) Life tables adjusted for comorbidity more accurately estimate noncancer survival for recently diagnosed cancer patients. J Clin Epidemiol 66(12):1376–1385CrossRef Mariotto AB, Wang Z, Klabunde CN, Cho H, Das B, Feuer EJ (2013) Life tables adjusted for comorbidity more accurately estimate noncancer survival for recently diagnosed cancer patients. J Clin Epidemiol 66(12):1376–1385CrossRef
21.
Zurück zum Zitat Walz J, Gallina A, Perrotte P, Jeldres C, Trinh Q-D, Hutterer GC et al (2007) Clinicians are poor raters of life-expectancy before radical prostatectomy or definitive radiotherapy for localized prostate cancer. BJU Int 100(6):1254–1258CrossRef Walz J, Gallina A, Perrotte P, Jeldres C, Trinh Q-D, Hutterer GC et al (2007) Clinicians are poor raters of life-expectancy before radical prostatectomy or definitive radiotherapy for localized prostate cancer. BJU Int 100(6):1254–1258CrossRef
22.
Zurück zum Zitat Leung KMYB, Hopman WM, Kawakami J (2012) Challenging the 10-year rule: The accuracy of patient life expectancy predictions by physicians in relation to prostate cancer management. Can Urol Assoc J J Assoc Urol Can 6(5):367–373CrossRef Leung KMYB, Hopman WM, Kawakami J (2012) Challenging the 10-year rule: The accuracy of patient life expectancy predictions by physicians in relation to prostate cancer management. Can Urol Assoc J J Assoc Urol Can 6(5):367–373CrossRef
23.
Zurück zum Zitat Ross PL, Gerigk C, Gonen M, Yossepowitch O, Cagiannos I, Sogani PC et al (2002) Comparisons of nomograms and urologists’ predictions in prostate cancer. Semin Urol Oncol 20(2):82–88CrossRef Ross PL, Gerigk C, Gonen M, Yossepowitch O, Cagiannos I, Sogani PC et al (2002) Comparisons of nomograms and urologists’ predictions in prostate cancer. Semin Urol Oncol 20(2):82–88CrossRef
24.
Zurück zum Zitat Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40(5):373–383CrossRef Charlson ME, Pompei P, Ales KL, MacKenzie CR (1987) A new method of classifying prognostic comorbidity in longitudinal studies: development and validation. J Chronic Dis 40(5):373–383CrossRef
25.
Zurück zum Zitat Kent M, Vickers AJ (2015) A systematic literature review of life expectancy prediction tools for patients with localized prostate cancer. J Urol 193(6):1938–1942CrossRef Kent M, Vickers AJ (2015) A systematic literature review of life expectancy prediction tools for patients with localized prostate cancer. J Urol 193(6):1938–1942CrossRef
Metadaten
Titel
External validation of a nomogram for the prediction of 10-year life expectancy in candidates for radical prostatectomy
verfasst von
Sophie Knipper
David Pröwrock
Zhe Tian
Hans Heinzer
Derya Tilki
Pierre Karakiewicz
Markus Graefen
Publikationsdatum
04.03.2019
Verlag
Springer Berlin Heidelberg
Erschienen in
World Journal of Urology / Ausgabe 12/2019
Print ISSN: 0724-4983
Elektronische ISSN: 1433-8726
DOI
https://doi.org/10.1007/s00345-019-02706-w

Weitere Artikel der Ausgabe 12/2019

World Journal of Urology 12/2019 Zur Ausgabe

Neu im Fachgebiet Urologie

Update Urologie

Bestellen Sie unseren Fach-Newsletter und bleiben Sie gut informiert.