A Monte Carlo model for organ dose reconstruction of patients in pencil beam scanning (PBS) proton therapy for epidemiologic studies of late effects

被引:14
作者
Yeom, Yeon Soo [1 ]
Kuzmin, Gleb [2 ]
Griffin, Keith [1 ]
Mille, Matthew [1 ]
Polf, Jerimy [3 ]
Langner, Ulrich [4 ]
Jung, Jae Won [5 ]
Lee, Choonik [6 ]
Ellis, Dillon [5 ]
Shin, Jungwook [7 ]
Lee, Choonsik [1 ]
机构
[1] NCI, Div Canc Epidemiol & Genet, NIH, Rockville, MD 20850 USA
[2] Cleveland Clin, Dept Radiat Oncol, Cleveland, OH 44195 USA
[3] Univ Maryland, Sch Med, Dept Radiat Oncol, Baltimore, MD 21201 USA
[4] Boston Univ, Dept Radiat Oncol, Boston, MA 02215 USA
[5] East Carolina Univ, Dept Phys, Greenville, NC 27858 USA
[6] Univ Michigan, Div Radiat Oncol, Ann Arbor, MI 48109 USA
[7] Massachusetts Gen Hosp, Dept Radiat Oncol, Boston, MA 02114 USA
基金
美国国家卫生研究院;
关键词
proton; pencil beam scanning; Monte Carlo; dose reconstruction; RADIOTHERAPY; SIMULATION; EXPOSURES; DOSIMETRY; CANCER; RISK;
D O I
10.1088/1361-6498/ab437d
中图分类号
X [环境科学、安全科学];
学科分类号
08 ; 0830 ;
摘要
Significant efforts such as the Pediatric Proton/Photon Consortium Registry (PPCR) involving multiple proton therapy centers have been made to conduct collaborative studies evaluating outcomes following proton therapy. As a groundwork dosimetry effort for the late effect investigation, we developed a Monte Carlo (MC) model of proton pencil beam scanning (PBS) to estimate organ/tissue doses of pediatric patients at the Maryland Proton Treatment Center (MPTC), one of the proton centers involved in the PPCR. The MC beam modeling was performed using the TOPAS (TOol for PArticle Simulation) MC code and commissioned to match measurement data within 1% for range, and 0.3 mm for spot sizes. The established MC model was then tested by calculating organ/tissue doses for sample intracranial and craniospinal irradiations on whole-body pediatric computational human phantoms. The simulated dose distributions were compared with the treatment planning system dose distributions, showing the 3 mm/3% gamma index passing rates of 94%-99%, validating our simulations with the MC model. The calculated organ/tissue doses per prescribed doses for the craniospinal irradiations (1 mGy Gy(-1) to 1 Gy Gy(-1)) were generally much higher than those for the intracranial irradiations (2.1 mu Gy Gy(-1) to 0.1 Gy Gy(-1)), which is due to the larger field coverage of the craniospinal irradiations. The largest difference was observed at the adrenal dose, i.e. similar to 3000 times. In addition, the calculated organ/tissue doses were compared with those calculated with a simplified MC model, showing that the beam properties (i.e. spot size, spot divergence, mean energy, and energy spread) do not significantly influence dose calculations despite the limited irradiation cases. This implies that the use of the MC model commissioned to the MPTC measurement data might be dosimetrically acceptable for patient dose reconstructions at other proton centers particularly when their measurement data are unavailable. The developed MC model will be used to reconstruct organ/tissue doses for MPTC pediatric patients collected in the PPCR.
引用
收藏
页码:225 / 242
页数:18
相关论文
共 33 条
[1]   Recent developments in GEANT4 [J].
Allison, J. ;
Amako, K. ;
Apostolakis, J. ;
Arce, P. ;
Asai, M. ;
Aso, T. ;
Bagli, E. ;
Bagulya, A. ;
Banerjee, S. ;
Barrand, G. ;
Beck, B. R. ;
Bogdanov, A. G. ;
Brandt, D. ;
Brown, J. M. C. ;
Burkhardt, H. ;
Canal, Ph. ;
Cano-Ott, D. ;
Chauvie, S. ;
Cho, K. ;
Cirrone, G. A. P. ;
Cooperman, G. ;
Cortes-Giraldo, M. A. ;
Cosmo, G. ;
Cuttone, G. ;
Depaola, G. ;
Desorgher, L. ;
Dong, X. ;
Dotti, A. ;
Elvira, V. D. ;
Folger, G. ;
Francis, Z. ;
Galoyan, A. ;
Garnier, L. ;
Gayer, M. ;
Genser, K. L. ;
Grichine, V. M. ;
Guatelli, S. ;
Gueye, P. ;
Gumplinger, P. ;
Howard, A. S. ;
Hrivnacova, I. ;
Hwang, S. ;
Incerti, S. ;
Ivanchenko, A. ;
Ivanchenko, V. N. ;
Jones, F. W. ;
Jun, S. Y. ;
Kaitaniemi, P. ;
Karakatsanis, N. ;
Karamitrosi, M. .
NUCLEAR INSTRUMENTS & METHODS IN PHYSICS RESEARCH SECTION A-ACCELERATORS SPECTROMETERS DETECTORS AND ASSOCIATED EQUIPMENT, 2016, 835 :186-225
[2]  
[Anonymous], 2006, Health Risks from Exposure to Low Levels of Ionizing Radiation: BEIR VII Phase 2, DOI DOI 10.17226/11340
[3]   IMPACT OF IRRADIATION SETUP IN PROTON SPOT SCANNING BRAIN THERAPY ON ORGAN DOSES FROM SECONDARY RADIATION [J].
Ardenfors, Oscar ;
Gudowska, Irena ;
Flejmer, Anna Maria ;
Dasu, Alexandru .
RADIATION PROTECTION DOSIMETRY, 2018, 180 (1-4) :261-266
[4]   Secondary dose exposures during 200 MeV proton therapy [J].
Binns, PJ ;
Hough, JH .
RADIATION PROTECTION DOSIMETRY, 1997, 70 (1-4) :441-444
[5]   Secondary neutrons in clinical proton radiotherapy: A charged issue [J].
Brenner, David J. ;
Hatt, Eric J. .
RADIOTHERAPY AND ONCOLOGY, 2008, 86 (02) :165-170
[6]   The Proton Therapy Nozzles at Samsung Medical Center: A Monte Carlo Simulation Study using TOPAS [J].
Chung, Kwangzoo ;
Kim, Jinsung ;
Kim, Dae-Hyun ;
Ahn, Sunghwan ;
Han, Youngyih .
JOURNAL OF THE KOREAN PHYSICAL SOCIETY, 2015, 67 (01) :170-174
[7]   A Clarion Call for Large-Scale Collaborative Studies of Pediatric Proton Therapy [J].
de Gonzalez, Amy Berrington ;
Vikram, Bhadrasian ;
Buchsbaum, Jeffrey C. ;
de Vathaire, Florent ;
Doerr, Wolfgang ;
Hass-Kogan, Daphne ;
Langendijk, Johannes A. ;
Mahajan, Anita ;
Newhauser, Wayne ;
Ottolenghi, Andrea ;
Ronckers, Cecile ;
Schulte, Reinhard ;
Walsh, Linda ;
Yock, Torunn I. ;
Kleinerman, Ruth A. .
INTERNATIONAL JOURNAL OF RADIATION ONCOLOGY BIOLOGY PHYSICS, 2017, 98 (05) :980-+
[8]   Implementation of an Analytical Model for Leakage Neutron Equivalent Dose in a Proton Radiotherapy Planning System [J].
Eley, John ;
Newhauser, Wayne ;
Homann, Kenneth ;
Howell, Rebecca ;
Schneider, Christopher ;
Durante, Marco ;
Bert, Christoph .
CANCERS, 2015, 7 (01) :427-438
[9]   THE IMPACT OF DOSIMETRY UNCERTAINTIES ON DOSE-RESPONSE ANALYSES [J].
Gilbert, Ethel S. .
HEALTH PHYSICS, 2009, 97 (05) :487-492
[10]   Proton therapy for paediatric CNS tumours - improving treatment-related outcomes [J].
Gondi, Vinai ;
Yock, Torunn I. ;
Mehta, Minesh P. .
NATURE REVIEWS NEUROLOGY, 2016, 12 (06) :334-345