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Robust radiation therapy optimization using simulated treatment courses for handling deformable organ motion.

Authors :
Fredriksson A
Engwall E
Andersson B
Source :
Physics in medicine and biology [Phys Med Biol] 2021 Feb 05; Vol. 66 (4), pp. 045010. Date of Electronic Publication: 2021 Feb 05.
Publication Year :
2021

Abstract

We describe a radiation therapy treatment plan optimization method that explicitly considers the effects of interfraction organ motion through optimization on the clinical target volume (CTV), and investigate how it compares to conventional planning using a planning target volume (PTV). The method uses simulated treatment courses generated using patient images created by a deformable registration algorithm to replicate the effects of interfraction organ motion, and performs robust optimization aiming to achieve CTV coverage under all simulated treatment courses. The method was applied to photon-mediated treatments of three prostate cases and compared to conventional, PTV-based planning with margins selected to achieve similar CTV coverage as the robustly optimized plans. Clinical goals for the CTV and healthy tissue were used in comparison between the two types of plans. Out of the two clinical goals for overdosage of the CTV, the three robustly optimized plans violated respectively 2, 2, and 0 goals in the mean over the scenarios, whereas none of the PTV plans violated these goals. Of the ten clinical goals for rectum, bladder, anal canal, and bulbus, the robustly optimized plans violated respectively 0, 1, and 1 goals in the mean, whereas the PTV plans violated 5, 7, and 4 goals. Compared to PTV-based planning, the inclusion of treatment course scenarios in the optimization has the potential to reduce the dose to healthy tissues while retaining a high probability of target coverage. This may reduce the need for adaptive replanning.

Details

Language :
English
ISSN :
1361-6560
Volume :
66
Issue :
4
Database :
MEDLINE
Journal :
Physics in medicine and biology
Publication Type :
Academic Journal
Accession number :
33348330
Full Text :
https://doi.org/10.1088/1361-6560/abd591