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Updated: May 10, 2026

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Establishing a Competing Risk Regression Nomogram Model for Survival Data
Published on: October 23, 2020
Development of a Novel Nomogram to Predict Biochemical Failure and Prostate Cancer-Specific Mortality After
Aysenur Elmal1, Birhan Demirhan2, Ertugrul Senturk3
1Department of Radiation Oncology, Baskent University Faculty of Medicine, 06490 Ankara, Turkiye.
Archivos Espanoles De Urologia
|May 9, 2026
Summary
Gleason score 7 prostate cancer patients treated with radiotherapy have good long-term outcomes. A new nomogram accurately predicts individual risk, identifying Gleason 4+3 as a key predictor of poorer results.
Area of Science:
- Oncology
- Radiation Oncology
- Prostate Cancer Research
Background:
- Gleason score (GS) 7 prostate cancer (PCa) is biologically heterogeneous.
- Prognoses vary significantly among GS 7 PCa subgroups.
- Definitive radiotherapy (RT) with or without androgen deprivation therapy (ADT) is a common treatment.
Purpose of the Study:
- Assess long-term oncologic outcomes for GS 7 PCa treated with RT.
- Develop a predictive nomogram for patients with GS 7 PCa.
- Stratify individual risk for biochemical failure and cancer-specific survival.
Main Methods:
- Retrospective analysis of 372 patients with GS 7 PCa treated with RT (2010-2020).
- Kaplan-Meier analysis for freedom from biochemical failure (FFBF) and prostate cancer-specific survival (PCSS).
- Cox regression for prognostic factors and nomogram construction; validated with AUC, calibration plots, and decision curve analysis.
Main Results:
- 8-year FFBF and PCSS rates were 88.2% and 96.3%.
- GS 4+3 showed significantly poorer outcomes than GS 3+4 (p=0.010 for FFBF, p=0.002 for PCSS).
- Independent predictors of biochemical failure included young age, PSA >10 ng/mL, GS 4+3, and absence of ADT. Nomogram achieved 8-year AUCs of 0.773 for FFBF and 0.914 for PCSS.
Conclusions:
- GS 4+3, elevated PSA, absence of ADT, and young age are strong predictors of poor outcomes.
- The developed nomogram offers accurate, individualized risk stratification for GS 7 PCa.
- The nomogram may guide treatment intensity and follow-up strategies; external validation is recommended.
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