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Dosimetric impact of a robust optimization approach to mitigate effects from rotational uncertainty in prostate intensity‐modulated brachytherapy
Linköping University, Department of Mathematics, Applied Mathematics. Linköping University, Faculty of Science & Engineering.ORCID iD: 0000-0001-7191-5206
McGill Univ, Canada.
McGill Univ, Canada; Ctr Hosp Univ Montreal, Canada.
McGill Univ, Canada.
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2023 (English)In: Medical Physics, ISSN 0094-2405, E-ISSN 2473-4209, Vol. 50, no 2, p. 1029-1043Article in journal (Refereed) Published
Abstract [en]

BackgroundIntensity-modulated brachytherapy (IMBT) is an emerging technology for cancer treatment, in which radiation sources are shielded to shape the dose distribution. The rotatable shields provide an additional degree of freedom, but also introduce an additional, directional, type of uncertainty, compared to conventional high-dose-rate brachytherapy (HDR BT). PurposeWe propose and evaluate a robust optimization approach to mitigate the effects of rotational uncertainty in the shields with respect to planning criteria. MethodsA previously suggested prototype for platinum-shielded prostate Yb-169-based dynamic IMBT is considered. We study a retrospective patient data set (anatomical contours and catheter placement) from two clinics, consisting of six patients that had previously undergone conventional Ir-192 HDR BT treatment. The Monte Carlo-based treatment planning software RapidBrachyMCTPS is used for dose calculations. In our computational experiments, we investigate systematic rotational shield errors of +/- 10 degrees and +/- 20 degrees, and the same systematic error is applied to all dwell positions in each scenario. This gives us three scenarios, one nominal and two with errors. The robust optimization approach finds a compromise between the average and worst-case scenario outcomes. ResultsWe compare dose plans obtained from standard models and their robust counterparts. With dwell times obtained from a linear penalty model (LPM), for 10 degrees errors, the dose to urethra (D0.1cc) and rectum (D0.1cc and D1cc) increase with up to 5% and 7%, respectively, in the worst-case scenario, while with the robust counterpart, the corresponding increases were 3% and 3%. For all patients and all evaluated criteria, the worst-case scenario outcome with the robust approach had lower deviation compared to the standard model, without compromising target coverage. We also evaluated shield errors up to 20 degrees and while the deviations increased to a large extent with the standard models, the robust models were capable of handling even such large errors. ConclusionsWe conclude that robust optimization can be used to mitigate the effects from rotational uncertainty and to ensure the treatment plan quality of IMBT.

Place, publisher, year, edition, pages
WILEY , 2023. Vol. 50, no 2, p. 1029-1043
Keywords [en]
high dose-rate brachytherapy; inverse treatment planning; prostate IMBT; robust optimization
National Category
Other Mathematics Cancer and Oncology
Identifiers
URN: urn:nbn:se:liu:diva-190890DOI: 10.1002/mp.16134ISI: 000905521500001PubMedID: 36478226Scopus ID: 2-s2.0-85145268798OAI: oai:DiVA.org:liu-190890DiVA, id: diva2:1729534
Funder
Swedish Research Council, VR‐NT 2019‐05416Swedish Cancer Society, CAN 2017/1029Swedish Cancer Society, Pj 211788
Note

Funding: Vetenskapsradet [VR-NT 2019-05416]; Cancerfonden [CAN 2017/1029]; Canada Research Chairs [252135]; Collaborative health research projects [523394-18]

Available from: 2023-01-20 Created: 2023-01-20 Last updated: 2025-09-30Bibliographically approved

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Morén, BjörnLarsson, TorbjörnCarlsson Tedgren, Åsa

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