Literature DB >> 33068294

Simultaneous dose and dose rate optimization (SDDRO) for FLASH proton therapy.

Hao Gao1, Bowen Lin1,2, Yuting Lin1, Shujun Fu2, Katja Langen1, Tian Liu1, Jeffery Bradley1.   

Abstract

PURPOSE: FLASH radiotherapy (RT) can potentially reduce normal tissue toxicity while preserving tumoricidal effectiveness to improve the therapeutic ratio. The key of FLASH for sparing normal tissues is to irradiate tissues with an ultra-high dose rate (i.e., ≥40 Gy/s), for which proton RT can be used. However, currently available treatment plan optimization method only optimizes the dose distribution and does not directly optimize the dose rate. The contribution of this work to FLASH proton RT is the development of a novel treatment optimization method, that is, simultaneous dose and dose rate optimization (SDDRO), to optimize tissue-receiving dose rate distribution as well as dose distribution.
METHODS: Distinguished from existing methods, SDDRO accounts for dose rate constraint and optimizes dose rate distribution. In terms of mathematical formulation, SDDRO is a constrained optimization problem with dose-volume constraint on dose distribution, minimum dose rate constraint on dose-averaged tissue-receiving dose rates, minimum monitor unit constraint on spot weight, and maximum intensity constraint on beam intensity. In terms of optimization algorithm, SDDRO is solved by iterative convex relaxation and alternating direction method of multipliers. SDDRO algorithms are presented for both scenarios with either constant or variable beam intensity.
RESULTS: SDDRO was compared with intensity modulated proton therapy (IMPT) (dose optimization alone, and no dose rate optimization) using three lung cases. SDDRO substantially improved the dose rate distribution compared to IMPT, for example, increasing of the region-of-interest (ROI) volume (ROI = CTV_10mm: the ring sandwiched by 10 mm outer and inner expansion of CTV boundary) receiving at least 40 Gy/s from ~30-50% to at least 98%, and the lung volume receiving at least 40 Gy/s from ~30-40% to ~70-90%. Moreover, both dose and dose rate distributions from SDDRO were further considerably improved via the combined use of hypofractionation and multiple beams.
CONCLUSIONS: We have developed a joint dose and dose rate optimization method for FLASH proton RT, namely SDDRO, which is first-of-its-kind to the best of our knowledge. The results suggest that (a) SDDRO can substantially improve the FLASH-dose rate coverage (e.g., in terms of dose rate volume histogram) compared to IMPT for the purpose of normal tissue sparing while preserving the dose distribution and (b) the combination of hypofractionation and multiple beams can further considerably improve the SDDRO plan quality in terms of both dose and dose rate distribution.
© 2020 American Association of Physicists in Medicine.

Entities:  

Keywords:  FLASH; IMPT; dose rate optimization; proton therapy

Mesh:

Year:  2020        PMID: 33068294     DOI: 10.1002/mp.14531

Source DB:  PubMed          Journal:  Med Phys        ISSN: 0094-2405            Impact factor:   4.071


  10 in total

1.  Energy layer optimization via energy matrix regularization for proton spot-scanning arc therapy.

Authors:  Gezhi Zhang; Haozheng Shen; Yuting Lin; Ronald C Chen; Yong Long; Hao Gao
Journal:  Med Phys       Date:  2022-07-25       Impact factor: 4.506

2.  Development of Ultra-High Dose-Rate (FLASH) Particle Therapy.

Authors:  Michele M Kim; Arash Darafsheh; Jan Schuemann; Ivana Dokic; Olle Lundh; Tianyu Zhao; José Ramos-Méndez; Lei Dong; Kristoffer Petersson
Journal:  IEEE Trans Radiat Plasma Med Sci       Date:  2021-06-22

3.  An adaptive spot placement method on Cartesian grid for pencil beam scanning proton therapy.

Authors:  Bowen Lin; Shujun Fu; Yuting Lin; Ronny L Rotondo; Weizhang Huang; Harold H Li; Ronald C Chen; Hao Gao
Journal:  Phys Med Biol       Date:  2021-12-02       Impact factor: 4.174

4.  Minimum-monitor-unit optimization via a stochastic coordinate descent method.

Authors:  Jian-Feng Cai; Ronald C Chen; Junyi Fan; Hao Gao
Journal:  Phys Med Biol       Date:  2022-01-17       Impact factor: 4.174

5.  Simultaneous dose and dose rate optimization (SDDRO) of the FLASH effect for pencil-beam-scanning proton therapy.

Authors:  Hao Gao; Jiulong Liu; Yuting Lin; Gregory N Gan; Guillem Pratx; Fen Wang; Katja Langen; Jeffrey D Bradley; Ronny L Rotondo; Harold H Li; Ronald C Chen
Journal:  Med Phys       Date:  2021-12-07       Impact factor: 4.506

6.  Ultra-high dose rate radiation production and delivery systems intended for FLASH.

Authors:  Jonathan Farr; Veljko Grilj; Victor Malka; Srinivasan Sudharsan; Marco Schippers
Journal:  Med Phys       Date:  2022-05-05       Impact factor: 4.506

7.  SDDRO-joint: simultaneous dose and dose rate optimization with the joint use of transmission beams and Bragg peaks for FLASH proton therapy.

Authors:  Yuting Lin; Bowen Lin; Shujun Fu; Michael M Folkerts; Eric Abel; Jeffrey Bradley; Hao Gao
Journal:  Phys Med Biol       Date:  2021-06-14       Impact factor: 4.174

8.  FLASH Radiotherapy Using Single-Energy Proton PBS Transmission Beams for Hypofractionation Liver Cancer: Dose and Dose Rate Quantification.

Authors:  Shouyi Wei; Haibo Lin; J Isabelle Choi; Robert H Press; Stanislav Lazarev; Rafi Kabarriti; Carla Hajj; Shaakir Hasan; Arpit M Chhabra; Charles B Simone; Minglei Kang
Journal:  Front Oncol       Date:  2022-01-13       Impact factor: 6.244

9.  A quantitative FLASH effectiveness model to reveal potentials and pitfalls of high dose rate proton therapy.

Authors:  Miriam Krieger; Steven van de Water; Michael M Folkerts; Alejandro Mazal; Silvia Fabiano; Nicola Bizzocchi; Damien C Weber; Sairos Safai; Antony J Lomax
Journal:  Med Phys       Date:  2022-01-27       Impact factor: 4.506

10.  Dose rate and dose robustness for proton transmission FLASH-RT treatment in lung cancer.

Authors:  Shouyi Wei; Haibo Lin; Sheng Huang; Chengyu Shi; Weijun Xiong; Huifang Zhai; Lei Hu; Gang Yu; Robert H Press; Shaakir Hasan; Arpit M Chhabra; J Isabelle Choi; Charles B Simone; Minglei Kang
Journal:  Front Oncol       Date:  2022-08-15       Impact factor: 5.738

  10 in total

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