Biological dose optimization incorporating intra-tumoural cellular radiosensitivity heterogeneity in ion-beam therapy treatment planning

被引:2
作者
Inaniwa, Taku [1 ,2 ]
Kanematsu, Nobuyuki [1 ]
Koto, Masashi [3 ]
机构
[1] Natl Inst Quantum Sci & Technol QST, Inst Quantum Med Sci, Dept Accelerator & Med Phys, 4-9-1 Anagawa,Inage Ku, Chiba 2638555, Japan
[2] Osaka Univ, Grad Sch Med, Div Hlth Sci, Med Phys Lab, 1-7 Yamadaoka, Suita, Osaka 5650871, Japan
[3] QST Hosp, Natl Inst Quantum Sci & Technol QST, 4-9-1 Anagawa,Inage Ku, Chiba 2638555, Japan
关键词
charged-particle therapy; treatment planning; biological model; intratumoural radiosensitivity heterogeneity; COMPUTER-SIMULATION; HYPOXIC CELLS; MODEL; RADIOTHERAPY; RADIATION; SURVIVAL; SYSTEM; HEAD; IRRADIATION; MECHANISM;
D O I
10.1088/1361-6560/ad4085
中图分类号
R318 [生物医学工程];
学科分类号
0831 ;
摘要
Objective. Treatment plans of ion-beam therapy have been made under an assumption that all cancer cells within a tumour equally respond to a given radiation dose. However, an intra-tumoural cellular radiosensitivity heterogeneity clearly exists, and it may lead to an overestimation of therapeutic effects of the radiation. The purpose of this study is to develop a biological model that can incorporate the radiosensitivity heterogeneity into biological optimization for ion-beam therapy treatment planning. Approach. The radiosensitivity heterogeneity was modeled as the variability of a cell-line specific parameter in the microdosimetric kinetic model following the gamma distribution. To validate the developed intra-tumoural-radiosensitivity-heterogeneity-incorporated microdosimetric kinetic (HMK) model, a treatment plan with H-ion beams was made for a chordoma case, assuming a radiosensitivity heterogeneous region within the tumour. To investigate the effects of the radiosensitivity heterogeneity on the biological effectiveness of H-, He-, C-, O-, and Ne-ion beams, the relative biological effectiveness (RBE)-weighted dose distributions were planned for a cuboid target with the stated ion beams without considering the heterogeneity. The planned dose distributions were then recalculated by taking the heterogeneity into account. Main results. The cell survival fraction and corresponding RBE-weighted dose were formulated based on the HMK model. The first derivative of the RBE-weighted dose distribution was also derived, which is needed for fast biological optimization. For the patient plan, the biological optimization increased the dose to the radiosensitivity heterogeneous region to compensate for the heterogeneity-induced reduction in biological effectiveness of the H-ion beams. The reduction in biological effectiveness due to the heterogeneity was pronounced for low linear energy transfer (LET) beams but moderate for high-LET beams. The RBE-weighted dose in the cuboid target decreased by 7.6% for the H-ion beam, while it decreased by just 1.4% for the Ne-ion beam. Significance. Optimal treatment plans that consider intra-tumoural cellular radiosensitivity heterogeneity can be devised using the HMK model.
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页数:13
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共 64 条
  • [1] Modeling the effect of intratumoral heterogeneity of radiosensitivity on tumor response over the course of fractionated radiation therapy
    Alfonso, J. C. L.
    Berk, L.
    [J]. RADIATION ONCOLOGY, 2019, 14 (1)
  • [2] The Role of Cancer Stem Cells in Radiation Resistance
    Arnold, Christoph Reinhold
    Mangesius, Julian
    Skvortsova, Ira-Ida
    Ganswindt, Ute
    [J]. FRONTIERS IN ONCOLOGY, 2020, 10
  • [3] A Monte Carlo-based treatment-planning tool for ion beam therapy
    Boehlen, T. T.
    Bauer, J.
    Dosanjh, M.
    Ferrari, A.
    Haberer, T.
    Parodi, K.
    Patera, V.
    Mairani, A.
    [J]. JOURNAL OF RADIATION RESEARCH, 2013, 54 : 77 - 81
  • [4] Investigating the robustness of ion beam therapy treatment plans to uncertainties in biological treatment parameters
    Boehlen, T. T.
    Brons, S.
    Dosanjh, M.
    Ferrari, A.
    Fossati, P.
    Haberer, T.
    Patera, V.
    Mairani, A.
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2012, 57 (23) : 7983 - 8004
  • [5] A CONVENIENT EXTENSION OF THE LINEAR-QUADRATIC MODEL TO INCLUDE REDISTRIBUTION AND REOXYGENATION
    BRENNER, DJ
    HLATKY, LR
    HAHNFELDT, PJ
    HALL, EJ
    SACHS, RK
    [J]. INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 1995, 32 (02): : 379 - 390
  • [7] Fundamental form of a population TCP model in the limit of large heterogeneity
    Carlone, Marco C.
    Warkentin, Brad
    Stavrev, Pavel
    Fallone, B. Gino
    [J]. MEDICAL PHYSICS, 2006, 33 (06) : 1634 - 1642
  • [8] A modified microdosimetric kinetic model for relative biological effectiveness calculation
    Chen, Yizheng
    Li, Junli
    Li, Chunyan
    Qiu, Rui
    Wu, Zhen
    [J]. PHYSICS IN MEDICINE AND BIOLOGY, 2018, 63 (01)
  • [9] VOLUME AND HETEROGENEITY DEPENDENCE OF THE DOSE-RESPONSE RELATIONSHIP FOR HEAD AND NECK TUMORS
    CRONQVIST, AKA
    KALLMAN, P
    TURESSON, I
    BRAHME, A
    [J]. ACTA ONCOLOGICA, 1995, 34 (06) : 851 - 860
  • [10] Relationships between Cycling Hypoxia, HIF-1, Angiogenesis and Oxidative Stress
    Dewhirst, Mark W.
    [J]. RADIATION RESEARCH, 2009, 172 (06) : 653 - 665