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Multi-collimator proton minibeam radiotherapy with joint dose and PVDR optimization
Weijie Zhang1, Xue Hong1, Wei Wu1,2
1Department of Radiation Oncology, University of Kansas Medical Center, Kansas City, Kansas, USA.
This study introduces multi-collimator proton minibeam radiation therapy (pMBRT) with joint dose and peak-to-valley dose ratio (PVDR) optimization. This novel method balances target dose uniformity and OAR PVDR, improving normal tissue sparing in pMBRT.
Area of Science:
- Medical Physics
- Radiation Oncology
- Biomedical Engineering
Background:
- Clinical translation of proton minibeam radiation therapy (pMBRT) faces challenges in treatment planning for optimal anti-tumor efficacy and normal tissue sparing.
- Achieving uniform target dose and high peak-to-valley dose ratio (PVDR) in organs-at-risk (OAR) is critical but difficult, especially for distal OARs or when patient-specific collimators are needed.
Purpose of the Study:
- To propose a novel pMBRT treatment planning method, multi-collimator pMBRT (MC-pMBRT), that simultaneously achieves high PVDR in OARs and uniform dose in the target.
- To introduce a joint dose and PVDR optimization (JDPO) algorithm for MC-pMBRT to balance these competing objectives.
Main Methods:
- MC-pMBRT employs a set of generic, premade multi-slit collimators, eliminating the need for patient-specific devices.
- Collimator selection is OAR-specific to maximize PVDR while maintaining target dose uniformity.
- The JDPO method jointly optimizes target dose uniformity, OAR PVDR, and other dose-volume histogram objectives using iterative convex relaxation and alternating direction method of multipliers.
Main Results:
- MC-pMBRT demonstrated a superior balance between OAR PVDR and target dose uniformity compared to single-collimator approaches.
- Compared to conventional proton RT, MC-pMBRT (both JDPO and dose-only optimization) preserved target dose uniformity and plan quality while achieving unique OAR PVDR.
- The JDPO method further enhanced PVDR in OARs compared to dose-only optimization within the MC-pMBRT framework.
Conclusions:
- The proposed MC-pMBRT method, utilizing generic collimators and JDPO, effectively optimizes OAR-specific PVDR and target dose uniformity simultaneously.
- This approach offers a promising solution for advancing pMBRT clinical translation by improving normal tissue sparing without compromising therapeutic efficacy.
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