PurposeTo study the dosimetric impact of incorporating variable relative biological effectiveness (RBE) of protons in optimizing intensity-modulated proton therapy (IMPT) treatment plans and to compare it with conventional constant RBE optimization and linear energy transfer (LET)-based optimization.MethodsThis study included 10 pediatric ependymoma patients with challenging anatomical features for treatment planning. Four plans were generated for each patient according to different optimization strategies: (1) constant RBE optimization (ConstRBEopt) considering standard-of-care dose requirements; (2) LET optimization (LETopt) using a composite cost function simultaneously optimizing dose-averaged LET (LETd) and dose; (3) variable RBE optimization (VarRBEopt) using a recent phenomenological RBE model developed by McNamara et al.; and (4) hybrid RBE optimization (hRBEopt) assuming constant RBE for the target and variable RBE for organs at risk. By normalizing each plan to obtain the same target coverage in either constant or variable RBE, we compared dose, LETd, LET-weighted dose, and equivalent uniform dose between the different optimization approaches.ResultsWe found that the LETopt plans consistently achieved increased LET in tumor targets and similar or decreased LET in critical organs compared to other plans. On average, the VarRBEopt plans achieved lower mean and maximum doses with both constant and variable RBE in the brainstem and spinal cord for all 10 patients. To compensate for the underdosing of targets with 1.1 RBE for the VarRBEopt plans, the hRBEopt plans achieved higher physical dose in targets and reduced mean and especially maximum variable RBE doses compared to the ConstRBEopt and LETopt plans.ConclusionWe demonstrated the feasibility of directly incorporating variable RBE models in IMPT optimization. A hybrid RBE optimization strategy showed potential for clinical implementation by maintaining all current dose limits and reducing the incidence of high RBE in critical normal tissues in ependymoma patients.
机构:
Cty Council Ostergotland, Dept Radiat Phys UHL, S-58185 Linkoping, Sweden
Linkoping Univ, Fac Hlth Sci, Dept Med & Hlth Sci, S-58183 Linkoping, SwedenCty Council Ostergotland, Dept Radiat Phys UHL, S-58185 Linkoping, Sweden
Dasu, Alexandru
Toma-Dasu, Iuliana
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机构:
Stockholm Univ, S-17176 Stockholm, Sweden
Karolinska Inst, S-17176 Stockholm, SwedenCty Council Ostergotland, Dept Radiat Phys UHL, S-58185 Linkoping, Sweden
机构:
Ludwig Maximilians Univ Munchen, Fac Phys, Dept Med Phys, Garching, GermanyLudwig Maximilians Univ Munchen, Fac Phys, Dept Med Phys, Garching, Germany
Parodi, K.
Dedes, G.
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Ludwig Maximilians Univ Munchen, Fac Phys, Dept Med Phys, Garching, GermanyLudwig Maximilians Univ Munchen, Fac Phys, Dept Med Phys, Garching, Germany
Dedes, G.
PHYSICA MEDICA-EUROPEAN JOURNAL OF MEDICAL PHYSICS,
2017,
36
: 91
-
102
机构:
Stockholm Univ, Dept Phys, Med Radiat Phys, S-17176 Stockholm, Sweden
RaySearch Labs, S-11134 Stockholm, SwedenStockholm Univ, Dept Phys, Med Radiat Phys, S-17176 Stockholm, Sweden
Oden, Jakob
Eriksson, Kjell
论文数: 0引用数: 0
h-index: 0
机构:
RaySearch Labs, S-11134 Stockholm, SwedenStockholm Univ, Dept Phys, Med Radiat Phys, S-17176 Stockholm, Sweden
Eriksson, Kjell
Toma-Dasu, Iuliana
论文数: 0引用数: 0
h-index: 0
机构:
Stockholm Univ, Dept Phys, Med Radiat Phys, S-17176 Stockholm, Sweden
Karolinska Inst, Dept Pathol & Oncol, Med Radiat Phys, S-17176 Stockholm, SwedenStockholm Univ, Dept Phys, Med Radiat Phys, S-17176 Stockholm, Sweden
机构:
German Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
Heidelberg Inst Radiat Oncol HIRO Heidelberg, Natl Ctr Radiat Res Oncol NCRO, Heidelberg, GermanyGerman Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
Burigo, Lucas N.
Ramos-Mendez, Jose
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机构:
Univ Calif San Francisco, Dept Radiat Oncol, 1600 Divisadero St, San Francisco, CA 94115 USAGerman Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
Ramos-Mendez, Jose
Bangert, Mark
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h-index: 0
机构:
German Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
Heidelberg Inst Radiat Oncol HIRO Heidelberg, Natl Ctr Radiat Res Oncol NCRO, Heidelberg, GermanyGerman Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
Bangert, Mark
Schulte, Reinhard W.
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h-index: 0
机构:
Univ Calif San Francisco, Dept Radiat Oncol, 1600 Divisadero St, San Francisco, CA 94115 USA
Loma Linda Univ, Div Biomed Engn Sci, Loma Linda, CA 92350 USAGerman Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
Schulte, Reinhard W.
Faddegon, Bruce
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h-index: 0
机构:
Univ Calif San Francisco, Dept Radiat Oncol, 1600 Divisadero St, San Francisco, CA 94115 USAGerman Canc Res Ctr, Neuenheimer Feld 280, D-69120 Heidelberg, Germany
机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Tsinghua Univ, Dept Engn Phys, Beijing 100084, Peoples R China
Tsinghua Univ, Minist Educ, Key Lab Particle & Radiat Imaging, Beijing 100084, Peoples R ChinaMassachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Chen, Yizheng
Grassberger, Clemens
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机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Harvard Med Sch, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Grassberger, Clemens
Li, Junli
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机构:
Tsinghua Univ, Dept Engn Phys, Beijing 100084, Peoples R China
Tsinghua Univ, Minist Educ, Key Lab Particle & Radiat Imaging, Beijing 100084, Peoples R ChinaMassachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Li, Junli
Hong, Theodore S.
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机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Harvard Med Sch, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Hong, Theodore S.
Paganetti, Harald
论文数: 0引用数: 0
h-index: 0
机构:
Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
Harvard Med Sch, Boston, MA 02114 USAMassachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA