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

被引:34
|
作者
Gao, Hao [1 ]
Liu, Jiulong [2 ]
Lin, Yuting [1 ]
Gan, Gregory N. [1 ]
Pratx, Guillem [3 ]
Wang, Fen [1 ]
Langen, Katja [4 ]
Bradley, Jeffrey D. [4 ]
Rotondo, Ronny L. [1 ]
Li, Harold H. [1 ]
Chen, Ronald C. [1 ]
机构
[1] Univ Kansas, Med Ctr, Dept Radiat Oncol, Kansas City, KS 66103 USA
[2] Chinese Acad Sci, Acad Math & Syst Sci, Inst Computat Math & Sci Engn Comp, LSEC, Beijing, Peoples R China
[3] Stanford Univ, Dept Radiat Oncol, Stanford, CA 94305 USA
[4] Emory Univ, Dept Radiat Oncol, Atlanta, GA 30322 USA
关键词
dose rate optimization; FLASH dose modifying factor; IMPT; proton therapy; RADIATION-THERAPY; IRRADIATION;
D O I
10.1002/mp.15356
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Purpose Compared to CONV-RT (with conventional dose rate), FLASH-RT (with ultra-high dose rate) can provide biological dose sparing for organs-at-risk (OARs) via the so-called FLASH effect, in addition to physical dose sparing. However, the FLASH effect only occurs, when both dose and dose rate meet certain minimum thresholds. This work will develop a simultaneous dose and dose rate optimization (SDDRO) method accounting for both FLASH dose and dose rate constraints during treatment planning for pencil-beam-scanning proton therapy. Methods SDDRO optimizes the FLASH effect (specific to FLASH-RT) as well as the dose distribution (similar to CONV-RT). The nonlinear dose rate constraint is linearized, and the reformulated optimization problem is efficiently solved via iterative convex relaxation powered by alternating direction method of multipliers. To resolve and quantify the generic tradeoff of FLASH-RT between FLASH and dose optimization, we propose the use of FLASH effective dose based on dose modifying factor (DMF) owing to the FLASH effect. Results FLASH-RT via transmission beams (TB) (IMPT-TB or SDDRO) and CONV-RT via Bragg peaks (BP) (IMPT-BP) were evaluated for clinical prostate, lung, head-and-neck (HN), and brain cases. Despite the use of TB, which is generally suboptimal to BP for normal tissue sparing, FLASH-RT via SDDRO considerably reduced FLASH effective dose for high-dose OAR adjacent to the target. For example, in the lung SBRT case, the max esophageal dose constraint 27 Gy was only met by SDDRO (24.8 Gy), compared to IMPT-BP (35.3 Gy) or IMPT-TB (36.6 Gy); in the brain SRS case, the brain constraint V12Gy <= 15cc was also only met by SDDRO (13.7cc), compared to IMPT-BP (43.9cc) or IMPT-TB (18.4cc). In addition, SDDRO substantially improved the FLASH coverage from IMPT-TB, e.g., an increase from 37.2% to 67.1% for lung, from 39.1% to 58.3% for prostate, from 65.4% to 82.1% for HN, from 50.8% to 73.3% for the brain. Conclusions Both FLASH dose and dose rate constraints are incorporated into SDDRO for FLASH-RT that jointly optimizes the FLASH effect and physical dose distribution. FLASH effective dose via FLASH DMF is introduced to reconcile the tradeoff between physical dose sparing and FLASH sparing, and quantify the net effective gain from CONV-RT to FLASH-RT.
引用
收藏
页码:2014 / 2025
页数:12
相关论文
共 50 条
  • [1] Simultaneous dose and dose rate optimization (SDDRO) of the FLASH effect for pencil-beam-scanning proton therapy
    Gao, Hao
    Liu, Jiulong
    Lin, Yuting
    Gan, Gregory N
    Pratx, Guillem
    Wang, Fen
    Langen, Katja
    Bradley, Jeffrey D
    Rotondo, Ronny L
    Li, Harold H
    Chen, Ronald C
    Medical Physics, 2022, 49 (03): : 2014 - 2025
  • [2] SDDRO-PBS: Simultaneous Dose and Dose Rate Optimization for FLASH Proton SBRT Based on Pencil Beam Scanning Dose Rate Modeling
    Gao, H.
    Folkerts, M. M.
    Lin, Y.
    Abel, E.
    Bradley, J. D.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2021, 111 (03): : E553 - E553
  • [3] Simultaneous dose and dose rate optimization (SDDRO) for FLASH proton therapy
    Gao, Hao
    Lin, Bowen
    Lin, Yuting
    Fu, Shujun
    Langen, Katja
    Liu, Tian
    Bradley, Jeffery
    MEDICAL PHYSICS, 2020, 47 (12) : 6388 - 6395
  • [4] FLASH-Enabled Proton SBRT/SRS via Simultaneous Dose and Dose Rate Optimization (SDDRO)
    Gao, H.
    Lin, Y.
    Gan, G. N.
    Wang, F.
    Li, H.
    Chen, R. C.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 114 (03): : E571 - E572
  • [5] Time-resolved dose rate measurements in pencil beam scanning proton FLASH therapy
    Kanouta, E.
    Poulsen, P.
    Kertzscher, G.
    Sitarz, M.
    Sorensen, B.
    Johansen, J.
    RADIOTHERAPY AND ONCOLOGY, 2022, 170 : S240 - S242
  • [6] FLASH dose rate calculation based on log files in proton pencil beam scanning therapy
    Jeon, Chanil
    Ahn, Sunghwan
    Amano, Daizo
    Kamiguchi, Nagaaki
    Cho, Sungkoo
    Sheen, Heesoon
    Park, Hee Chul
    Han, Youngyih
    MEDICAL PHYSICS, 2023, 50 (11) : 7154 - 7166
  • [7] Definition of dose rate for FLASH pencil-beam scanning proton therapy: A comparative study
    Deffet, Sylvain
    Hamaide, Valentin
    Sterpin, Edmond
    MEDICAL PHYSICS, 2023, 50 (09) : 5784 - 5792
  • [8] SDDRO-joint: simultaneous dose and dose rate optimization with the joint use of transmission beams and Bragg peaks for FLASH proton therapy
    Lin, Yuting
    Lin, Bowen
    Fu, Shujun
    Folkerts, Michael M.
    Abel, Eric
    Bradley, Jeffery
    Gao, Hao
    PHYSICS IN MEDICINE AND BIOLOGY, 2021, 66 (12):
  • [9] FLASH radiotherapy sparing effect on the circulating lymphocytes in pencil beam scanning proton therapy: impact of hypofractionation and dose rate
    Galts, Antje
    Hammi, Abdelkhalek
    PHYSICS IN MEDICINE AND BIOLOGY, 2024, 69 (02):
  • [10] SDDRO-DMF: Simultaneous Dose and Dose Rate Optimization with FLASH Predictive Modeling of Dose Modifying Factor
    Lin, Y.
    Gan, G. N.
    Chen, R. C.
    Gao, H.
    INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2022, 114 (03): : S38 - S39