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Magnetic resonance imaging guided proton therapy (MAGIG-PRO)

Magnetic resonance imaging guided proton therapy (MAGIG-PRO)

Dietmar Georg (ORCID: 0000-0002-8327-3877)
  • Grant DOI 10.55776/P30065
  • Funding program Principal Investigator Projects
  • Status ended
  • Start July 1, 2017
  • End July 31, 2021
  • Funding amount € 314,260
  • Project website

Disciplines

Computer Sciences (30%); Clinical Medicine (50%); Medical Engineering (20%)

Keywords

    Proton Therapy, Dose Calculation, MRI in Radiation Therapy, Image Guided Radiotherapy, Monte Carlo Simulation

Abstract Final report

The importance of magnetic resonance imaging (MRI), as a non-invasive imaging method, increased over the last years. Besides the initial applications in diagnostics, MRI nowadays also begins to enter other fields, such as radiation oncology. Image guided radiotherapy (IGRT) is based on the verification of the patients position and the actual anatomy, compared to the conditions at the day of treatment planning. Most imaging modalities in IGRT are X-ray based, which has limited soft-tissue contrast compared to MRI, and implies an additional dose burden for the patient. The improved contrast of MRI in the absence of additional dose led to recent developments for MRI guided radiotherapy. However, clinical applied solutions are focusing on radiotherapy with photons only. Particle therapy, with either protons or carbon ions, is an alternative to photon therapy. Particles are superior to photons due to their physical and biological characteristics and call for the most advanced imaging options for IGRT. The combination of MRI and particle therapy is a completely new research area, where many questions have to be investigated in detail. In principle the charged particles are deflected in the magnetic field that is used for MR imaging. This effect has to be considered already during treatment planning. The MAGIG-PRO project will investigate different magnetic field strengths to establish new models for proton dose calculations in magnetic fields. Furthermore, the usage of MR images for dose calculation would have advantages over the usage of computed tomography (CT) images. This procedure can increase the accuracy of dose calculation and henceforth the treatment quality. However, there are very limited studies dealing with this issue. Thus, methods and algorithms will be developed to derive the atomic stopping power directly from MR images in the framework of MAGIG-PRO. In Austria particle therapy will be available with the end of 2016 at the MedAustron center in Wiener Neustadt. Experiments under realistic clinical conditions will be conducted using a dedicated magnet in the research room at MedAustron. Beforehand computer based simulations will be performed to enable a detailed preparation of the complex experimental setups. The MAGIG-PRO project includes several new research aspects, which go beyond the proof of principle of MRI guided proton therapy. The cooperation between the Medical University of Vienna and MedAustron enables unique experimental conditions for this project. The research outcome of the MAGIG-PRO project will position the research team in the forefront with respect to MRI guided proton therapy.

The FWF stand-alone project MAGnetic resonance Imaging (MRI) Guided PROton therapy ("MAGIC-PRO") aimed at basic medical radiation physics and technology oriented research in order to combine the most precise imaging technology, i.e. magnetic resonance (MR) imaging, with the most precise dose delivery technique, i.e. proton therapy. The concept of MR guided proton therapy defines a new and unprecedented level of image guidance in radiation oncology. The principal objectives of the MAGIC-PRO project were twofold. First, to develop methodologies and algorithms for proton dose calculation on synthetic computed tomography (CT) images generated from MRI. For the generation of synthetic CTs, which include density information and are thus needed for dose calculation, the focus was given to artificial intelligence (AI) based solutions. Second, to develop an analytical dose calculation algorithm for treatment planning and/or treatment plan optimization for proton therapy in the presence of a magnetic field. These developments focused on a sophisticated pencil beam model. In overall context of the MAGIC-PRO, research was performed in the field of experimental proton dosimetry in the presence of magnetic fields. This aspect was important for the validation of the inhouse developed dose calculation algorithm. Next, a complete patient workflow was tested for proton therapy including MR image acquisition, imaging conversion and dosimetric analysis of MR based treatment planning. This workflow demonstrated the feasibility of using an open low field strength MR scanner for MR guided proton therapy. MR guided proton therapy was in its infancy when the MAGIC-PRO project was initiated in 2017. Since then, the topic has stimulated research in leading European centers. Thanks to the FWF funding and the available infrastructure including a research magnet at the Austrian ion beam facility MedAustron, significant contributions could be made by the two PhD students hired via the project in the following fields: (1) Generation of synthetic CT (sCT) from MR images including QA, (2) Proton dose calculation and treatment planning in magnetic fields, as well as (3) Experimental proton dosimetry in magnetic fields. The promising results and achievements generated via the MAGIC-PRO project have increased the visibility of ion beam research in Austria. Based on the in-house development and expertise built up during this project, researchers of the Medical University of Vienna have been invited to participate in an international cooperation on MR guided proton therapy.

Research institution(s)
  • Medizinische Universität Wien - 100%
International project participants
  • Carl Siversson, Spectronic Medical AB - Sweden

Research Output

  • 451 Citations
  • 17 Publications
  • 1 Methods & Materials
  • 3 Scientific Awards
Publications
  • 2021
    Title An MR-only acquisition and artificial intelligence based image-processing protocol for photon and proton therapy using a low field MR.
    DOI 10.1016/j.zemedi.2020.10.004
    Type Journal Article
    Author Buschmann M
    Journal Zeitschrift fur medizinische Physik
    Pages 78-88
  • 2021
    Title MR-guided proton therapy: Impact of magnetic fields on the detector response
    DOI 10.1002/mp.14660
    Type Journal Article
    Author Fuchs H
    Journal Medical Physics
    Pages 2572-2579
    Link Publication
  • 2021
    Title Cone beam CT based validation of neural network generated synthetic CTs for radiotherapy in the head region
    DOI 10.1002/mp.14987
    Type Journal Article
    Author Irmak S
    Journal Medical Physics
    Pages 4560-4571
    Link Publication
  • 2022
    Title Possibilities and challenges when using synthetic computed tomography in an adaptive carbon-ion treatment workflow
    DOI 10.1016/j.zemedi.2022.05.003
    Type Journal Article
    Author Knäusl B
    Journal Zeitschrift für Medizinische Physik
    Pages 146-154
    Link Publication
  • 2021
    Title An MRI sequence independent convolutional neural network for synthetic head CT generation in proton therapy
    DOI 10.1016/j.zemedi.2021.10.003
    Type Journal Article
    Author Zimmermann L
    Journal Zeitschrift für Medizinische Physik
    Pages 218-227
    Link Publication
  • 2018
    Title A pencil beam algorithm for magnetic resonance image-guided proton therapy
    DOI 10.1002/mp.12854
    Type Journal Article
    Author Padilla-Cabal F
    Journal Medical Physics
    Pages 2195-2204
    Link Publication
  • 2020
    Title Technical Note: Design and commissioning of a water phantom for proton dosimetry in magnetic fields
    DOI 10.1002/mp.14605
    Type Journal Article
    Author Fuchs H
    Journal Medical Physics
    Pages 505-512
    Link Publication
  • 2020
    Title Dose- rather than fluence-averaged LET should be used as a single-parameter descriptor of proton beam quality for radiochromic film dosimetry
    DOI 10.1002/mp.14097
    Type Journal Article
    Author Resch A
    Journal Medical Physics
    Pages 2289-2299
    Link Publication
  • 2020
    Title Investigating conditional GAN performance with different generator architectures, an ensemble model, and different MR scanners for MR-sCT conversion
    DOI 10.1088/1361-6560/ab857b
    Type Journal Article
    Author Fetty L
    Journal Physics in Medicine & Biology
    Pages 105004
    Link Publication
  • 2020
    Title MR-guided proton therapy: a review and a preview
    DOI 10.1186/s13014-020-01571-x
    Type Journal Article
    Author Hoffmann A
    Journal Radiation Oncology
    Pages 129
    Link Publication
  • 2020
    Title Implementation of a dose calculation algorithm based on Monte Carlo simulations for treatment planning towards MRI guided ion beam therapy
    DOI 10.1016/j.ejmp.2020.04.027
    Type Journal Article
    Author Padilla-Cabal F
    Journal Physica Medica
    Pages 155-165
    Link Publication
  • 2020
    Title Latent space manipulation for high-resolution medical image synthesis via the StyleGAN
    DOI 10.1016/j.zemedi.2020.05.001
    Type Journal Article
    Author Fetty L
    Journal Zeitschrift für Medizinische Physik
    Pages 305-314
    Link Publication
  • 2019
    Title Benchmarking a GATE/Geant4 Monte Carlo model for proton beams in magnetic fields
    DOI 10.60692/dpfpt-jf426
    Type Other
    Author Fatima Padilla-Cabal
    Link Publication
  • 2019
    Title Benchmarking a GATE/Geant4 Monte Carlo model for proton beams in magnetic fields
    DOI 10.60692/t2r53-pje05
    Type Other
    Author Fatima Padilla-Cabal
    Link Publication
  • 2019
    Title Quantum state transfer via acoustic edge states in a 2D optomechanical array
    DOI 10.1088/1367-2630/ab51f5
    Type Journal Article
    Author Lemonde M
    Journal New Journal of Physics
    Pages 113030
    Link Publication
  • 2019
    Title Benchmarking a GATE/Geant4 Monte Carlo model for proton beams in magnetic fields
    DOI 10.1002/mp.13883
    Type Journal Article
    Author Padilla-Cabal F
    Journal Medical Physics
    Pages 223-233
    Link Publication
  • 2019
    Title Characterization of EBT3 radiochromic films for dosimetry of proton beams in the presence of magnetic fields
    DOI 10.1002/mp.13567
    Type Journal Article
    Author Padilla-Cabal F
    Journal Medical Physics
    Pages 3278-3284
    Link Publication
Methods & Materials
  • 2017
    Title Electromagnet coupled to an ion beam line
    Type Improvements to research infrastructure
    Public Access
Scientific Awards
  • 2021
    Title Research award 2021 of the Austrian Society of Radiation Oncology (ÖGRO)
    Type Research prize
    Level of Recognition National (any country)
  • 2020
    Title Würdigungspreis des Landes Niederösterreich
    Type Research prize
    Level of Recognition National (any country)
  • 2020
    Title Award for the best publication in 2020 in the Journal Zeitschrift für Medizinische Physik
    Type Research prize
    Level of Recognition Continental/International

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