Copenhagen, Denmark
Onsite/Online

ESTRO 2022

Session Item

Saturday
May 07
16:55 - 17:55
Room D4
Personalised radiation therapy
Sebastian Christ, Switzerland;
Wilko Verbakel, The Netherlands
Proffered Papers
Interdisciplinary
17:35 - 17:45
Focal boosting in prostate cancer: risk modelling for individualized therapy
Karolina Guricova, The Netherlands
OC-0259

Abstract

Focal boosting in prostate cancer: risk modelling for individualized therapy
Authors:

Karolina Guricova1, Veerle Groen2, Floris Pos3, Evelyn Monninkhof4, Karin Haustermans5, Robert Jan Smeenk6, Jochem van der Voort van Zyp2, Cédric Draulans5, Sofie Isebaert5, Petra J. van Houdt1, Linda G. W. Kerkmeijer2,6, Uulke A. van der Heide1

1Netherlands Cancer Institute (NKI-AVL), Radiation Oncology, Amsterdam, The Netherlands; 2University Medical Center Utrecht, Radiation Oncology, Utrecht, The Netherlands; 3Netherlands Cancer Insitute (NKI-AVL), Radiation Oncology, Amsterdam, The Netherlands; 4University Medical Center Utrecht, Julius Center for Health Sciences and Primary Care, Utrecht, The Netherlands; 5University Hospital Leuven, Radiation Oncology, Leuven, Belgium; 6Radboud University Medical Center, Radiation Oncology, Nijmegen, The Netherlands

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Purpose or Objective

The FLAME trial showed that radiotherapy with iso-toxic focal boosting to the intraprostatic lesion(s) in patients with intermediate and high-risk prostate cancer improves disease-free survival (DFS). Due to the strict adherence to organs at risk (OAR) constraints, a focal boost of D98% > 90 Gy was reached only in 20% of the patients (median D98% 84.7 Gy). To ensure the maximum treatment benefit without increasing OAR dose, more complex techniques to improve high focal boost delivery may be needed. Therefore, it is important to identify those patients who most likely require a high boost dose to achieve control. In this study, we designed a risk model which predicts the 5-year DFS based on individual clinical characteristics and the delivered boost dose. 

Material and Methods

The model was designed using data of the FLAME trial of 526 patients with available clinical data who were treated per protocol. The median follow-up was 72 months and clinical failure occurred in 99 patients. The considered set of model parameters consisted of the iPSA-value, cT-stage, ISUP grade group, age, use of hormonal therapy and the delivered boost dose. Penalized Cox regression was used for model development. Performance was evaluated with Harell’s C-index (discrimination), the calibration curve and calibration-in-the-large. To identify patients who would require a high boost dose to achieve control, we calculated the predicted 5-year DFS, assuming they were treated to a standard dose of 77 Gy. This was compared to predicted outcomes, assuming the same patients received D98% of 95 Gy.

Results

The C-index of the model was 0.71 (95% CI: 0.69-0.72). The slope and intercept of calibration curve were 0.97 and 0.011, respectively. The observed versus predicted 5-year DFS was 84% vs. 83% in the control arm and 91% vs. 92% in the focal boost arm. The distribution of predicted outcomes for all patients given the actual D98% they received in the trial is shown in Figure 1. On the right side are the predictions if all would have received 77 Gy (bottom), or if all would have had a boost dose of 95 Gy (top). Figure 2 shows the predictions for separate categories of ISUP grade and T-stage. A trend towards a larger improvement with a focal boost was observed for patients with high ISUP grade disease. There was no trend observed for the impact of a focal boost for different clinical T-stages.


Conclusion

We developed a prediction model for DFS in patients with intermediate and high-risk prostate cancer treated with radiotherapy. The model shows reasonable discrimination and good calibration. The model can be used to identify patients who most likely require focal boosting through evaluation of their predicted probability of 5-year DFS. The improvement in the predicted DFS with a boost dose of 95 Gy, compared to the DFS with the actually delivered boost dose, suggests the possible gain if alternative techniques of high focal boost delivery are applied for these patients.