Vienna, Austria

ESTRO 2023

Session Item

Monday
May 15
15:00 - 16:00
Stolz 2
Adaptive radiotherapy
Simon Nyberg Thomsen, Denmark;
Stefania Pallotta, Italy
Mini-Oral
Physics
15:00 - 16:00
Evaluating biologically effective dose in daily adaptive proton therapy for head-and-neck cancers
Mislav Bobić, USA
MO-0877

Abstract

Evaluating biologically effective dose in daily adaptive proton therapy for head-and-neck cancers
Authors:

Mislav Bobić1, Hoyeon Lee1, Brian Winey1, Antony Lomax2, Harald Paganetti1

1Massachusetts General Hospital and Harvard Medical School, Department of Radiation Oncology, Boston, USA; 2Paul Scherrer Institute, Center for Proton Therapy, Villigen, Switzerland

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Purpose or Objective

To evaluate the impact of daily adaptive proton therapy on the biologically effective dose (BED) in head-and-neck patients receiving intensity-modulated proton therapy (IMPT).

Material and Methods

IMPT plans are created for eight head-and-neck patients. For each patient, virtual CTs are generated from daily cone-beam CTs (median=33 images per patient) using deformable image registration. Dose delivery and dose-averaged linear energy transfer (LETd) are simulated on daily virtual CTs with the Monte Carlo code Moqui (Lee et al. 2022 PMB). Daily adaptation using an in-house developed workflow (Bobić et al. 2021 PMB) is compared to non-adaptive treatment by calculating both the LET-weighted and RBE-weighted dose (assuming RBE=1.1). The LET-weighted dose can be interpreted as BED based on the simplified RBE model: BED = (1+0.04*LETd) * dose (Unkelbach et al. 2016 IJROBP). Our online adaptive workflow currently does not consider LET during optimization; instead, RBE=1.1 is applied to all dose calculations. Fraction doses and accumulated doses are evaluated for both adaptive and non-adaptive delivery.

Results

Our results show an increase in LETd across all structures when using daily adaptation compared to no adaptation, both in targets and organs at risk (OARs). For OARs, this increase had minimal impact on the relative differences between daily adaptation and no adaptation, independent of the dose weighting method. For the target dose, however, we observed considerable differences based on which dose weighting method is used. When moving from RBE-weighted to LET-weighted dose, the dosimetric benefits of daily adaptation decreased, especially regarding the target coverage.

Figure 1a shows LETd-volume histograms of all evaluated fractions in one example patient, indicating increased LETd for daily adaptation. Bands represent the minima/maxima across all fractions, while the solid line represents the mean. Figure 1b shows dose-volume histograms (DVHs) of all fraction doses in the same patient, comparing daily adaptation with no adaptation for both dose weighting methods. The narrow bands of the RBE-weighted dose indicate clear benefits in target coverage for daily adaptation compared to no adaptation. However, the evaluation of the LET-weighted dose does not reflect the narrow bands of the target DVHs for daily adaptation.


Figure 2 depicts DVHs of the accumulated dose distributions for two example patients, comparing daily adaptation and no adaptation for both dose weighting methods. For patient A, the dosimetric benefits of daily adaptation in the high-risk CTV diminish when moving from RBE-weighted to LET-weighted dose. For patient B, benefits in target coverage are still evident, but the prescription of 70 Gy in the high-risk CTV is missed.


Conclusion

LET is critical for accurately calculating the biologically effective dose delivered by head-and-neck IMPT. The inclusion of LET in plan optimization should be considered to maximize the dosimetric benefits of daily adaptive proton therapy.