Literature DB >> 32726141

Automated Monte-Carlo re-calculation of proton therapy plans using Geant4/Gate: implementation and comparison to plan-specific quality assurance measurements.

Adam H Aitkenhead1,2, Peter Sitch1, Jenny C Richardson1,2, Carla Winterhalter1,2, Imran Patel1, Ranald I Mackay1,2.   

Abstract

OBJECTIVES: Software re-calculation of proton pencil beam scanning plans provides a method of verifying treatment planning system (TPS) dose calculations prior to patient treatment. This study describes the implementation of AutoMC, a Geant4 v10.3.3/Gate v8.1 (Gate-RTion v1.0)-based Monte-Carlo (MC) system for automated plan re-calculation, and presents verification results for 153 patients (730 fields) planned within year one of the proton service at The Christie NHS Foundation Trust.
METHODS: A MC beam model for a Varian ProBeam delivery system with four range-shifter options (none, 2 cm, 3 cm, 5 cm) was derived from beam commissioning data and implemented in AutoMC. MC and TPS (Varian Eclipse v13.7) calculations of 730 fields in solid-water were compared to physical plan-specific quality assurance (PSQA) measurements acquired using a PTW Octavius 1500XDR array and PTW 31021 Semiflex 3D ion chamber.
RESULTS: TPS and MC showed good agreement with array measurements, evaluated using γ analyses at 3%, 3 mm with a 10% lower dose threshold:>94% of fields calculated by the TPS and >99% of fields calculated by MC had γ ≤ 1 for>95% of measurement points within the plane. TPS and MC also showed good agreement with chamber measurements of absolute dose, with systematic differences of <1.5% for all range-shifter options.
CONCLUSIONS: Reliable independent verification of the TPS dose calculation is a valuable complement to physical PSQA and may facilitate reduction of the physical PSQA workload alongside a thorough delivery system quality assurance programme. ADVANCES IN KNOWLEDGE: A Gate/Geant4-based MC system is thoroughly validated against an extensive physical PSQA dataset for 730 clinical fields, showing that clinical implementation of MC for PSQA is feasible.

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Year:  2020        PMID: 32726141      PMCID: PMC7548378          DOI: 10.1259/bjr.20200228

Source DB:  PubMed          Journal:  Br J Radiol        ISSN: 0007-1285            Impact factor:   3.039


  28 in total

1.  Automated Monte Carlo Simulation of Proton Therapy Treatment Plans.

Authors:  Joost Mathijs Verburg; Clemens Grassberger; Stephen Dowdell; Jan Schuemann; Joao Seco; Harald Paganetti
Journal:  Technol Cancer Res Treat       Date:  2015-11-22

2.  Point/Counterpoint. Patient-specific QA for IMRT should be performed using software rather than hardware methods.

Authors:  Ramon Alfredo C Siochi; Andrea Molineu; Colin G Orton
Journal:  Med Phys       Date:  2013-07       Impact factor: 4.071

3.  Dose to water versus dose to medium in proton beam therapy.

Authors:  Harald Paganetti
Journal:  Phys Med Biol       Date:  2009-06-23       Impact factor: 3.609

4.  The calibration of CT Hounsfield units for radiotherapy treatment planning.

Authors:  U Schneider; E Pedroni; A Lomax
Journal:  Phys Med Biol       Date:  1996-01       Impact factor: 3.609

5.  GATE V6: a major enhancement of the GATE simulation platform enabling modelling of CT and radiotherapy.

Authors:  S Jan; D Benoit; E Becheva; T Carlier; F Cassol; P Descourt; T Frisson; L Grevillot; L Guigues; L Maigne; C Morel; Y Perrot; N Rehfeld; D Sarrut; D R Schaart; S Stute; U Pietrzyk; D Visvikis; N Zahra; I Buvat
Journal:  Phys Med Biol       Date:  2011-01-20       Impact factor: 3.609

6.  Independent dose calculations for commissioning, quality assurance and dose reconstruction of PBS proton therapy.

Authors:  G Meier; R Besson; A Nanz; S Safai; A J Lomax
Journal:  Phys Med Biol       Date:  2015-03-17       Impact factor: 3.609

7.  Technical Note: GATE-RTion: a GATE/Geant4 release for clinical applications in scanned ion beam therapy.

Authors:  L Grevillot; D J Boersma; H Fuchs; A Aitkenhead; A Elia; M Bolsa; C Winterhalter; M Vidal; S Jan; U Pietrzyk; L Maigne; D Sarrut
Journal:  Med Phys       Date:  2020-06-13       Impact factor: 4.071

8.  A GATE/Geant4 beam model for the MedAustron non-isocentric proton treatment plans quality assurance.

Authors:  Alessio Elia; Andreas Franz Resch; Antonio Carlino; Till Tobias Böhlen; Hermann Fuchs; Hugo Palmans; Virgile Letellier; Ralf Dreindl; Jhonnatan Osorio; Markus Stock; David Sarrut; Loïc Grevillot
Journal:  Phys Med       Date:  2020-02-29       Impact factor: 2.685

9.  Verification of patient-specific dose distributions in proton therapy using a commercial two-dimensional ion chamber array.

Authors:  Bijan Arjomandy; Narayan Sahoo; George Ciangaru; Ronald Zhu; Xiaofei Song; Michael Gillin
Journal:  Med Phys       Date:  2010-11       Impact factor: 4.071

10.  In Silico Models of DNA Damage and Repair in Proton Treatment Planning: A Proof of Concept.

Authors:  Edward A K Smith; N T Henthorn; J W Warmenhoven; S P Ingram; A H Aitkenhead; J C Richardson; P Sitch; A L Chadwick; T S A Underwood; M J Merchant; N G Burnet; N F Kirkby; K J Kirkby; R I Mackay
Journal:  Sci Rep       Date:  2019-12-27       Impact factor: 4.379

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  4 in total

1.  Dose calculation accuracy in particle therapy: Comparing carbon ions with protons.

Authors:  Sirinya Ruangchan; Hugo Palmans; Barbara Knäusl; Dietmar Georg; Monika Clausen
Journal:  Med Phys       Date:  2021-09-23       Impact factor: 4.506

2.  A preclinical radiotherapy dosimetry audit using a realistic 3D printed murine phantom.

Authors:  Emma R Biglin; Adam H Aitkenhead; Gareth J Price; Amy L Chadwick; Elham Santina; Kaye J Williams; Karen J Kirkby
Journal:  Sci Rep       Date:  2022-04-26       Impact factor: 4.996

3.  How can we consider variable RBE and LETd prediction during clinical practice? A pediatric case report at the Normandy Proton Therapy Centre using an independent dose engine.

Authors:  Stewart Mein; Benedikt Kopp; Anthony Vela; Pauline Dutheil; Paul Lesueur; Dinu Stefan; Jürgen Debus; Thomas Haberer; Amir Abdollahi; Andrea Mairani; Thomas Tessonnier
Journal:  Radiat Oncol       Date:  2022-02-04       Impact factor: 3.481

4.  Fast MCsquare-Based Independent Dose Verification Platform for Pencil Beam Scanning Proton Therapy.

Authors:  Chunbo Liu; Meng Wei Ho; Jiyeon Park; Wen Chien Hsi; Xiaoying Liang; Zuofeng Li; Yuntao Song; Hansheng Feng; Yawei Zhang
Journal:  Technol Cancer Res Treat       Date:  2021 Jan-Dec
  4 in total

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