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New energy layer reduction method for rapid intensity-modulated proton therapy (IMPT) using a ridge filter
Aoxiang Wang1,2, Ya-Nan Zhu2, Jufri Setianegara2
1Department of Biomedical Engineering, Huazhong University of Science and Technology, Wuhan, China.
This study introduces a new method using extended Bragg peaks (EBP) and pristine Bragg peaks (BP) to reduce energy layers in intensity-modulated proton therapy (IMPT). This approach significantly cuts down delivery time and improves treatment efficiency.
Area of Science:
- Medical Physics
- Radiation Oncology
Background:
- Efficient intensity-modulated proton therapy (IMPT) delivery is crucial for treatment effectiveness.
- Reducing energy layers in IMPT delivery accelerates treatment, improves motion management, and enhances accuracy.
- Faster IMPT enables better breath-hold techniques, reducing margins and protecting healthy tissues.
Purpose of the Study:
- Propose a novel method for rapid IMPT by reducing energy layers using a ridge filter.
- Develop an energy layer reduction technique for faster and more accurate proton therapy delivery.
Main Methods:
- Extended the Bragg peak (BP) width using a ridge filter to create an extended Bragg peak (EBP).
- Integrated EBP into an in-house treatment planning system for inverse planning.
- Combined EBP with pristine BP to ensure accurate energy modulation and dose fall-off.
- Formulated an optimization problem with a group sparsity constraint to select BP and EBP energies, solved using a block orthogonal matching pursuit algorithm.
Main Results:
- The combined BP-EBP method significantly reduced energy layers compared to conventional IMPT (e.g., 79 to 28 in an abdomen case, 70 to 30 in a lung case).
- Achieved comparable or slightly better plan quality with the BP-EBP method.
- Reduced IMPT delivery time by over 50% in tested cases.
- Demonstrated the experimental feasibility of the BP-EBP method on a ProteusONE proton therapy system.
Conclusions:
- A novel energy reduction method using BP and EBP generated by a ridge filter was proposed and experimentally validated.
- This technique significantly decreases the number of energy levels required for IMPT.
- The method enhances IMPT delivery efficiency, paving the way for faster and potentially more effective proton therapy treatments.
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