Evidence map›Paper›PMID 41833534›Full record

ArticleMedical physics2026

Single-field-uniform-dose-per-fraction simultaneous dose and dose rate optimization (SFUDPF-SDDRO) method for proton FLASH therapy.

Ying Luo, Ya-Nan Zhu, Jufri Setianegara, Xue Hong, Weijie Zhang, Chao Wang, Yuting Lin, Qiang Li, Hao Gao

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Article in Medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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5 · Who and what money

Authors and funding

9 authors.

Ying LuoInstitute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China.
Ya-Nan ZhuSchool of Mathematics, Harbin Institute of Technology, Harbin, China.
Jufri SetianegaraDepartment of Radiation Oncology, University of Pennsylvania, Pennsylvania, USA.
Xue HongDepartment of Radiation Oncology, University of Pennsylvania, Pennsylvania, USA.
Weijie ZhangDepartment of Radiation Oncology, University of Pennsylvania, Pennsylvania, USA.
Chao WangCollege of Science, China Agricultural University, Beijing, China.
Yuting LinDepartment of Radiation Oncology, University of Texas Southwestern Medical Center, Texas, USA.
Qiang LiInstitute of Modern Physics, Chinese Academy of Sciences, Lanzhou, China.
Hao GaoDepartment of Radiation Oncology, University of Texas Southwestern Medical Center, Texas, USA.

Funding

Novel Optimization Methods and Treatment Planning System for Clinically-Deliverable Truly-Hybrid Proton-Photon RadiotherapyR37CA250921 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI Hao Gao · 2021 to 2026
$2.2M
Simultaneous dose and dose rate optimization for clinical FLASH proton radiotherapyR01CA261964 · NCI · UT SOUTHWESTERN MEDICAL CENTER · PI GAO, HAO · 2022 to 2025
$2.0M
NCI NIH HHS R01 CA261964NCI NIH HHS R37 CA250921NIH HHS R01CA261964NIH HHS R37CA250921
6 · The paper itself

Abstract

backgroundThe FLASH effect can significantly reduce radiation-induced normal tissue damage while maintaining tumour control, but requires ultra-high dose rates and high doses. PURPOSE: This work proposes a single-field-uniform-dose-per-fraction simultaneous dose and dose rate optimization (SFUDPF-SDDRO) method for proton FLASH radiotherapy to ensure both dose rate and dose meet FLASH effect thresholds.

methodsThe SFUDPF method focuses on delivering the prescription dose for each fraction from only a single field instead of multiple fields, which inherently supports the ultra-high dose rate and high dose necessary for the FLASH effect. We performed retrospective FLASH treatment planning utilizing SFUDPF-SDDRO on four clinical head-and-neck (HN) cases for this study. SFUDPF planning involves delivering each prescription fraction (8 Gy x 5 fx) in 1 beam angle as opposed to multiple beam angles per fraction for IMPT. For each beam delivery, we maximized the FLASH effect in a 1 cm expansion of the HN CTV (CTV+1 cm) by enforcing FLASH dose-rate and dose thresholds of 40 Gy/s and 5 Gy, respectively, in this region. The pencil-beam-scanning dose rate (PBSDR) was calculated voxel-wise by modeling the raster-scanning spot trajectory, while neglecting energy switching times under the assumption of a range modulator capable of expanding a single-energy beam into a spread-out Bragg peak (SOBP). Robust optimization at 3 mm/3.5% was performed to address setup and range uncertainties. We employed iterative convex relaxation and alternating direction method of multipliers algorithms to solve the non-convex optimization problem posed by the SFUDPF-SDDRO model. The FLASH effect was modelled within this work by multiplying the proton dose with a constant 0.7 dose modification factor for voxels fulfilling the dose-rate and dose thresholds to obtain the FLASH effective dose (FED). Effects of FLASH sparing maximization via SFUDPF-SDDRO are verified by comparing with IMPT and VMAT on plan qualities such as (i) high-dose area sparing, (ii) conformity index (CI), and (iii) OAR doses.

resultsFLASH RT via SFUDPF-SDDRO compared with IMPT and VMAT was evaluated for four clinical HN cases with different tumor geometries. When compared with their VMAT counterparts, SFUD-SDDRO achieved a considerable reduction of FED for OAR directly adjacent to the CTV. Specifically in case 1, the brainstem D

conclusionThe proposed SFUDPF-SDDRO method is feasible and shows potential clinical benefits for FLASH treatment planning. Maximizing the FLASH effect within a 1 cm ring around the target substantially limits high-dose spillage and enhances OAR sparing compared with conventional approaches.

Indexed as

Dose Fractionation, RadiationProton TherapyRadiation DosageRadiotherapy Planning, Computer-AssistedHead and Neck NeoplasmsHumansRadiotherapy DosageADMMproton FLASHSDDROSFUD

Identifiers

PMID41833534
PMCPMC13613197

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Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.