{"title":"Validation of a Monte Carlo-based dose calculation engine including the 1.5 T magnetic field for independent dose-check in MRgRT","authors":"Ruggero Ruggieri , Nicola Bianchi , Davide Gurrera , Stefania Naccarato , Riccardo Filippo Borgese , Antonio De Simone , Gianluisa Sicignano , Pavel Stavrev , Nadejda Stavreva , Roberto Pellegrini , Michele Rigo , Francesco Ricchetti , Luca Nicosia , Niccolò Giaj-Levra , Edoardo Pastorello , Andrea Allegra , Chiara De-Colle , Filippo Alongi","doi":"10.1016/j.ejmp.2025.104906","DOIUrl":null,"url":null,"abstract":"<div><h3>Purpose</h3><div>Adaptive MRgRT by 1.5 T MR-linac requires independent verification of the plan-of-the-day by the primary TPS (Monaco<sup>TM</sup>) (<em>M</em>). Here we validated a Monte Carlo-based dose-check including the magnetostatic field, SciMoCa<sup>TM</sup> (<em>S</em>).</div></div><div><h3>Methods</h3><div><em>M</em> and <em>S</em> were validated first in water, by comparison with commissioning-dosimetry.</div><div>PDD(2x2cm<sup>2</sup>) through a lung(air)-equivalent virtual-slab was then calculated. Clinical validation retrospectively included 161 SBRT plans, from five patients per-site: Pelvic-Nodes, Prostate, Liver, Pancreas, and Lungs. <em>S</em>-minus-<em>M</em> percentage differences (Δ%) were computed for target- and OARs-related dose-volume metrics. In-phantom dose verification per-patient was performed.</div></div><div><h3>Results</h3><div>γ(2 %,1mm)-passing-rates (<em>PR%</em>) of in-water-computed PDD and transverse-dose-profiles vs. commissioning-dosimetry were (99.1 ± 2.0)% for <em>M</em>, and (99.3 ± 1.5)% for <em>S</em>. Calculated output-factors (<em>OF</em>) were typically within 1 % from measurements, except for <em>OF</em>(1x1cm<sup>2</sup>) which was misestimated by −4.4 % and + 2.2 %, by <em>M</em> and <em>S</em> respectively. Dose spikes (valleys) on the PDD(2x2cm<sup>2</sup>) by <em>S</em> across the lung-equivalent virtual-slab were slightly reduced with respect to <em>M</em>. In clinical plans, <em>S</em> computed higher V95% (<em>p</em> <0.05*, for pancreas and lung) and D2% (<em>p</em> <0.05*, for all sites) for the target, while D%>2% resulted for duodenal D(1cm<sup>3</sup>), in Pancreas-SBRT, and for mean-lung-dose, in Lung-SBRT. All mostly due to the underestimated <em>OF</em>(1x1cm<sup>2</sup>) by <em>M</em>. In-phantom dose verifications showed an average 1% increase in <em>PR%</em> by <em>S</em> vs. <em>M</em>.</div></div><div><h3>Conclusions</h3><div>Beam-model quality in <em>S</em> resulted equivalent to <em>M</em>, thus making <em>S</em> useful both for an independent validation of the same beam-model in <em>M</em>, and for a daily validation of the <em>M-</em>based online approval decisions, without significantly delaying the clinical workflow (2–3 min).</div></div>","PeriodicalId":56092,"journal":{"name":"Physica Medica-European Journal of Medical Physics","volume":"130 ","pages":"Article 104906"},"PeriodicalIF":3.3000,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":"0","resultStr":null,"platform":"Semanticscholar","paperid":null,"PeriodicalName":"Physica Medica-European Journal of Medical Physics","FirstCategoryId":"3","ListUrlMain":"https://www.sciencedirect.com/science/article/pii/S112017972500016X","RegionNum":3,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":null,"EPubDate":"","PubModel":"","JCR":"Q1","JCRName":"RADIOLOGY, NUCLEAR MEDICINE & MEDICAL IMAGING","Score":null,"Total":0}
引用次数: 0
Abstract
Purpose
Adaptive MRgRT by 1.5 T MR-linac requires independent verification of the plan-of-the-day by the primary TPS (MonacoTM) (M). Here we validated a Monte Carlo-based dose-check including the magnetostatic field, SciMoCaTM (S).
Methods
M and S were validated first in water, by comparison with commissioning-dosimetry.
PDD(2x2cm2) through a lung(air)-equivalent virtual-slab was then calculated. Clinical validation retrospectively included 161 SBRT plans, from five patients per-site: Pelvic-Nodes, Prostate, Liver, Pancreas, and Lungs. S-minus-M percentage differences (Δ%) were computed for target- and OARs-related dose-volume metrics. In-phantom dose verification per-patient was performed.
Results
γ(2 %,1mm)-passing-rates (PR%) of in-water-computed PDD and transverse-dose-profiles vs. commissioning-dosimetry were (99.1 ± 2.0)% for M, and (99.3 ± 1.5)% for S. Calculated output-factors (OF) were typically within 1 % from measurements, except for OF(1x1cm2) which was misestimated by −4.4 % and + 2.2 %, by M and S respectively. Dose spikes (valleys) on the PDD(2x2cm2) by S across the lung-equivalent virtual-slab were slightly reduced with respect to M. In clinical plans, S computed higher V95% (p <0.05*, for pancreas and lung) and D2% (p <0.05*, for all sites) for the target, while D%>2% resulted for duodenal D(1cm3), in Pancreas-SBRT, and for mean-lung-dose, in Lung-SBRT. All mostly due to the underestimated OF(1x1cm2) by M. In-phantom dose verifications showed an average 1% increase in PR% by S vs. M.
Conclusions
Beam-model quality in S resulted equivalent to M, thus making S useful both for an independent validation of the same beam-model in M, and for a daily validation of the M-based online approval decisions, without significantly delaying the clinical workflow (2–3 min).
期刊介绍:
Physica Medica, European Journal of Medical Physics, publishing with Elsevier from 2007, provides an international forum for research and reviews on the following main topics:
Medical Imaging
Radiation Therapy
Radiation Protection
Measuring Systems and Signal Processing
Education and training in Medical Physics
Professional issues in Medical Physics.