1. Experimental Validation of a Real-Time Adaptive 4D-Optimized Particle Radiotherapy Approach to Treat Irregularly Moving Tumors
- Author
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Timo Steinsberger, Marco Donetti, Michelle Lis, Lennart Volz, Moritz Wolf, Marco Durante, and Christian Graeff
- Subjects
Cancer Research ,Radiation ,Oncology ,Radiology, Nuclear Medicine and imaging - Abstract
Treatment of locally advanced lung cancer is limited by toxicity and insufficient local control. Particle therapy could enable more conformal treatment than intensity modulated photon therapy, but is challenged by irregular tumor motion, associated range changes and tumor deformations.We propose a new strategy for robust, online adaptive particle therapy, synergizing 4D-optimization with real-time adaptive beam tracking. The strategy was tested and the required motion monitoring precision was determined.In multiphase 4D dose delivery (MP4D), a dedicated quasi-static treatment plan is delivered to each motion phase of a periodic 4DCT. In the new extension, 'MP4D with residual tracking' (MP4DRT), lateral beam tracking compensates for the displacement of the tumor center-of-mass relative to the current phase in the planning 4DCT. We implemented this method into the dose delivery system of a clinical carbon facility and tested it experimentally for a lung cancer plan based on a periodic subset of a virtual lung 4DCT (planned motion amplitude 20 mm). Treatments were delivered in a QA-like setting to a moving IC array. We considered variable motion amplitudes and baseline drifts. The required motion monitoring precision was evaluated by adding noise to the motion signal. Log-file based dose reconstructions were performed in silico on the entire 4DCT phantom data capable of simulating non-periodic motion. MP4DRT was compared to MP4D, rescanned beam tracking and ITV plans. Treatment quality was assessed in terms of target coverage (D95), dose homogeneity (D5-D95), conformity number and dose to heart and lung.For all considered motion scenarios and metrics, MP4DRT produced the most favorable metrics amongst the tested motion mitigation strategies and delivered high quality treatments. The conformity was similar to static treatments. The motion monitoring precision required for D9595% was 1.9 mm.With clinically feasible motion monitoring, MP4DRT is able to deliver highly conformal dose distributions to irregularly moving targets.
- Published
- 2023