Pitfalls in the beam modelling process of Monte Carlo calculations for proton pencil beam scanning

Br J Radiol. 2020 Mar;93(1107):20190919. doi: 10.1259/bjr.20190919. Epub 2020 Feb 6.

Abstract

Objective: Monte Carlo (MC) simulations substantially improve the accuracy of predicted doses. This study aims to determine and quantify the uncertainties of setting up such a MC system.

Methods: Doses simulated with two Geant4-based MC calculation codes, but independently tuned to the same beam data, have been compared. Different methods of MC modelling of a pre-absorber have been employed, either modifying the beam source parameters (descriptive) or adding the pre-absorber as a physical component (physical).

Results: After the independent beam modelling of both systems in water (resulting in excellent range agreement) range differences of up to 3.6/4.8 mm (1.5% of total range) in bone/brain-like tissues were found, which resulted from the use of different mean water ionisation potentials during the energy tuning process. When repeating using a common definition of water, ranges in bone/brain agreed within 0.1 mm and gamma-analysis (global 1%,1mm) showed excellent agreement (>93%) for all patient fields. However, due to a lack of modelling of proton fluence loss in the descriptive pre-absorber, differences of 7% in absolute dose between the pre-absorber definitions were found.

Conclusion: This study quantifies the influence of using different water ionisation potentials during the MC beam modelling process. Furthermore, when using a descriptive pre-absorber model, additional Faraday cup or ionisation chamber measurements with pre-absorber are necessary.

Advances in knowledge: This is the first study quantifying the uncertainties caused by the MC beam modelling process for proton pencil beam scanning, and a more detailed beam modelling process for MC simulations is proposed to minimise the influence of critical parameters.

MeSH terms

  • Absorption, Radiation
  • Air
  • Bone and Bones / radiation effects
  • Brain / radiation effects
  • Humans
  • Monte Carlo Method*
  • Proton Therapy / methods*
  • Radiation Dose Hypofractionation
  • Radiotherapy Dosage
  • Reproducibility of Results
  • Uncertainty*
  • Water

Substances

  • Water