Risk Modeling for Individualization of the FLAME Focal Boost Approach in External Beam Radiation Therapy for Patients With Localized Prostate Cancer

Publication date

2024-01-01

Authors

Menne Guricová, Karolína
Groen, Veerle H.
Pos, Floris
Monninkhof, E MORCID 0000-0002-6641-7605ISNI 0000000387581778
Elias, S. G.ISNI 0000000388198607
Haustermans, Karin
Smeenk, Robert J.
van der Voort van Zyp, J. R NISNI 0000000393775683
Draulans, Cédric
Isebaert, Sofie

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Advisors

Supervisors

Document Type

Article

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taverne

Abstract

Purpose: The FLAME trial (NCT01168479) showed that isotoxic focal boosting to the intraprostatic lesion(s) in patients with intermediate- and high-risk prostate cancer improves 5-year disease-free survival (DFS). Although the near-minimum dose to the gross tumor volume (D98%) was associated with improved outcomes, a closer look suggested that this might not be the same for all patients. Therefore, we investigated whether risk factors that are associated with a benefit of focal boosting can be identified. Methods and Materials: We described the distribution of clinical characteristics and the number of high-risk factors with respect to the D98% in 526 FLAME trial patients. We used penalized Cox regression to develop a prediction model. To investigate a potential benefit in patient subgroups, we compared the model-based predictions of 5-year DFS assuming standard whole-gland radiation therapy of 77 Gy to the predictions assuming an additional focal boost with D98% of 95 Gy. Results: Patients with high-risk factors were well represented in the group of 120 patients that received D98% > 85 Gy and showed fewer recurrences compared with the group that received 77 Gy. Applying the model simulating a standard dose of 77 Gy, we predicted a high DFS for grade group (GG) 1 patients, whereas patients with high-risk characteristics appeared to show a low DFS. All risk groups showed a high level of DFS when simulating D98% of 95 Gy. Conclusions: Our results suggest that GG 1 patients already show a low level of failure at a standard dose of 77 Gy, limiting the additional benefit of focal boosting. In contrast, patients with high-risk characteristics, especially GG 4 or 5, show a low 5-year DFS, while focal boosting might improve this substantially. This suggests that reaching a high focal boost dose may be particularly beneficial for these patients.

Keywords

Taverne, Radiation, Oncology, Radiology Nuclear Medicine and imaging, Cancer Research

Citation

Menne Guricová, K, Groen, V, Pos, F, Monninkhof, E, Elias, S G, Haustermans, K, Smeenk, R J, van der Voort van Zyp, J, Draulans, C, Isebaert, S, van Houdt, P J, Kerkmeijer, L G W & van der Heide, U A 2024, 'Risk Modeling for Individualization of the FLAME Focal Boost Approach in External Beam Radiation Therapy for Patients With Localized Prostate Cancer', International Journal of Radiation Oncology Biology Physics, vol. 118, no. 1, pp. 66-73. https://doi.org/10.1016/j.ijrobp.2023.07.044