Simultaneous optimization of dose distributions and fractionation schemes in particle radiotherapy

被引:28
|
作者
Unkelbach, Jan [1 ,2 ]
Zeng, Chuan [1 ,2 ]
Engelsman, Martijn [3 ]
机构
[1] Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
[2] Harvard Univ, Sch Med, Boston, MA 02114 USA
[3] Delft Univ Technol, HollandPTC, Fac Appl Phys, NL-2628 CJ Delft, Netherlands
关键词
proton therapy optimization; non-uniform fractionation; biologically equivalent dose;
D O I
10.1118/1.4816658
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: The paper considers the fractionation problem in intensity modulated proton therapy (IMPT). Conventionally, IMPT fields are optimized independently of the fractionation scheme. In this work, we discuss the simultaneous optimization of fractionation scheme and pencil beam intensities. Methods: This is performed by allowing for distinct pencil beam intensities in each fraction, which are optimized using objective and constraint functions based on biologically equivalent dose (BED). The paper presents a model that mimics an IMPT treatment with a single incident beam direction for which the optimal fractionation scheme can be determined despite the nonconvexity of the BED-based treatment planning problem. Results: For this model, it is shown that a small alpha/beta ratio in the tumor gives rise to a hypofractionated treatment, whereas a large alpha/beta ratio gives rise to hyperfractionation. It is further demonstrated that, for intermediate alpha/beta ratios in the tumor, a nonuniform fractionation scheme emerges, in which it is optimal to deliver different dose distributions in subsequent fractions. The intuitive explanation for this phenomenon is as follows: By varying the dose distribution in the tumor between fractions, the same total BED can be achieved with a lower physical dose. If it is possible to achieve this dose variation in the tumor without varying the dose in the normal tissue (which would have an adverse effect), the reduction in physical dose may lead to a net reduction of the normal tissue BED. For proton therapy, this is indeed possible to some degree because the entrance dose is mostly independent of the range of the proton pencil beam. Conclusions: The paper provides conceptual insight into the interdependence of optimal fractionation schemes and the spatial optimization of dose distributions. It demonstrates the emergence of nonuniform fractionation schemes that arise from the standard BED model when IMPT fields and fractionation scheme are optimized simultaneously. Although the projected benefits are likely to be small, the approach may give rise to an improved therapeutic ratio for tumors treated with stereotactic techniques to high doses per fraction. (C) 2013 American Association of Physicists in Medicine.
引用
收藏
页数:11
相关论文
共 50 条
  • [21] Radiotherapy Dose Fractionation under Parameter Uncertainty
    Davison, Matt
    Kim, Daero
    Keller, Harald
    ADVANCES IN MATHEMATICAL AND COMPUTATIONAL METHODS: ADDRESSING MODERN CHALLENGES OF SCIENCE, TECHNOLOGY, AND SOCIETY, 2011, 1368
  • [22] Radiotherapy dose and fractionation for stage III NSCLC
    Belderbos, Jose
    Walraven, Iris
    van Diessen, Judi
    Verheij, Marcel
    de Ruysscher, Dirk
    LANCET ONCOLOGY, 2015, 16 (04): : E156 - E157
  • [23] Radiotherapy and the tumor stroma: the importance of dose and fractionation
    Hellevik, Turid
    Martinez-Zubiaurre, Inigo
    FRONTIERS IN ONCOLOGY, 2014, 4
  • [24] Fractionation effects in particle radiotherapy: implications for hypo-fractionation regimes
    Carabe-Fernandez, A.
    Dale, R. G.
    Hopewell, J. W.
    Jones, B.
    Paganetti, H.
    PHYSICS IN MEDICINE AND BIOLOGY, 2010, 55 (19): : 5685 - 5700
  • [25] Radiotherapy dose and fractionation in Kaposi's sarcoma
    Ozgen, Z.
    Ozyurt, H.
    Ozden, S.
    Bilge, S.
    Ozseker, N.
    Marti, A.
    Mayadagli, A.
    JOURNAL OF CLINICAL ONCOLOGY, 2008, 26 (15)
  • [26] PRACTICAL APPLICATION OF DOSE FRACTIONATION TO CLINICAL RADIOTHERAPY
    DUSAULT, LA
    RADIOLOGY, 1969, 93 (01) : 182 - &
  • [27] The dependence of optimal fractionation schemes on the spatial dose distribution
    Unkelbach, Jan
    Craft, David
    Salari, Ehsan
    Ramakrishnan, Jagdish
    Bortfeld, Thomas
    PHYSICS IN MEDICINE AND BIOLOGY, 2013, 58 (01): : 159 - 167
  • [28] USE OF A TIME-DOSE-FRACTIONATION MODEL TO DESIGN HIGH DOSE-RATE FRACTIONATION SCHEMES
    WARMELINK, C
    EZZELL, G
    ORTON, C
    BRACHYTHERAPY 2, 1989, : 41 - 48
  • [29] TABLE FOR COMPARISON OF COMMONLY-USED FRACTIONATION SCHEMES IN RADIOTHERAPY
    REVERS, CE
    HASMAN, A
    BRITISH JOURNAL OF RADIOLOGY, 1975, 48 (576): : 1023 - 1024
  • [30] Non-uniform spatiotemporal fractionation schemes in photon radiotherapy
    Unkelbach, J.
    WORLD CONGRESS ON MEDICAL PHYSICS AND BIOMEDICAL ENGINEERING, 2015, VOLS 1 AND 2, 2015, 51 : 401 - 404