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Samalens L, Courivaud C, Adam JF, Barbier EL, Serduc R, Depaulis A. Innovative minimally invasive options to treat drug-resistant epilepsies. Rev Neurol (Paris) 2024; 180:599-607. [PMID: 37798162 DOI: 10.1016/j.neurol.2023.05.006] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Revised: 03/20/2023] [Accepted: 05/14/2023] [Indexed: 10/07/2023]
Abstract
Despite the regular discovery of new molecules, one-third of epileptic patients are resistant to antiepileptic drugs. Only a few can benefit from resective surgery, the current gold standard. Although effective in 50-70% of cases, this therapy remains risky, costly, and can be associated with long-term cognitive or neurological side effects. In addition, patients are increasingly reluctant to have a craniotomy, emphasizing the need for new less invasive therapies for focal drug-resistant epilepsies. Here, we review different minimally invasive approaches already in use in the clinic or under preclinical development to treat drug-resistant epilepsies. Localized thermolesion of the epileptogenic zone has been developed in the clinic using high-frequency thermo-coagulations or magnetic resonance imaging-guided laser or ultrasounds. Although less invasive, they have not yet significantly improved the outcomes when compared with resective surgery. Radiosurgery techniques have been used in the clinic for the last 20years and have proven efficiency. However, their efficacy is not better than resective surgery, and various side effects have been reported as well as the potential risk of sudden unexpected death associated with epilepsy. Recently, a new strategy of radiosurgery has emerged using synchrotron-generated X-ray microbeams: microbeam radiation therapy (MRT). The low divergence and high-flux of the synchrotron beams and the unique tolerance to MRT by healthy brain tissues, allows a precise targeting of specific brain regions with minimal invasiveness and limited behavioral or functional consequences in animals. Antiepileptic effects over several months have been recorded in animal models, and histological and synaptic tracing analysis suggest a reduction of neuronal connectivity as a mechanism of action. The possibility of transferring this approach to epileptic patients is discussed in this review.
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Affiliation(s)
- L Samalens
- Université Grenoble-Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000 Grenoble, France; Université Grenoble-Alpes, Inserm, UA7, STROBE, 38000 Grenoble, France
| | - C Courivaud
- Université Grenoble-Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000 Grenoble, France
| | - J-F Adam
- Université Grenoble-Alpes, Inserm, UA7, STROBE, 38000 Grenoble, France; Centre Hospitalier Universitaire Grenoble-Alpes, 38700 La Tronche, France
| | - E L Barbier
- Université Grenoble-Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000 Grenoble, France
| | - R Serduc
- Université Grenoble-Alpes, Inserm, UA7, STROBE, 38000 Grenoble, France
| | - A Depaulis
- Université Grenoble-Alpes, Inserm, U1216, Grenoble Institut Neurosciences, 38000 Grenoble, France.
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Eling L, Verry C, Balosso J, Flandin I, Kefs S, Bouchet A, Adam JF, Laissue JA, Serduc R. Neurologic Changes Induced by Whole-Brain Synchrotron Microbeam Irradiation: 10-Month Behavioral and Veterinary Follow-Up. Int J Radiat Oncol Biol Phys 2024; 120:178-188. [PMID: 38462014 DOI: 10.1016/j.ijrobp.2024.02.053] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2023] [Revised: 02/19/2024] [Accepted: 02/25/2024] [Indexed: 03/12/2024]
Abstract
PURPOSE Novel radiation therapy approaches have increased the therapeutic efficacy for malignant brain tumors over the past decades, but the balance between therapeutic gain and radiotoxicity remains a medical hardship. Synchrotron microbeam radiation therapy, an innovative technique, deposes extremely high (peak) doses in micron-wide, parallel microbeam paths, whereas the diffusing interbeam (valley) doses lie in the range of conventional radiation therapy doses. In this study, we evaluated normal tissue toxicity of whole-brain microbeam irradiation (MBI) versus that of a conventional hospital broad beam (hBB). METHODS AND MATERIALS Normal Fischer rats (n = 6-7/group) were irradiated with one of the two modalities, exposing the entire brain to MBI valley/peak doses of 0/0, 5/200, 10/400, 13/520, 17/680, or 25/1000 Gy or to hBB doses of 7, 10, 13, 17, or 25 Gy. Two additional groups of rats received an MBI valley dose of 10 Gy coupled with an hBB dose of 7 or 15 Gy (groups MBI17* and MBI25*). Behavioral parameters were evaluated for 10 months after irradiation combined with veterinary observations. RESULTS MBI peak doses of ≥680 Gy caused acute toxicity and death. Animals exposed to hBB or MBI dose-dependently gained less weight than controls; rats in the hBB25 and MBI25* groups died within 6 months after irradiation. Increasing doses of MBI caused hyperactivity but no other detectable behavioral alterations in our tests. Importantly, no health concerns were seen up to an MBI valley dose of 17 Gy. CONCLUSIONS While acute toxicity of microbeam exposures depends on very high peak doses, late toxicity mainly relates to delivery of high MBI valley doses. MBI seems to have a low impact on normal rat behavior, but further tests are warranted to fully explore this hypothesis. However, high peak and valley doses are well tolerated from a veterinary point of view. This normal tissue tolerance to whole-brain, high-dose MBI reveals a promising avenue for microbeam radiation therapy, that is, therapeutic applications of microbeams that are poised for translation to a clinical environment.
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Affiliation(s)
- Laura Eling
- Université Grenoble Alpes, Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Saint-Martin d'Hères, France.
| | - Camille Verry
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, La Tronche, France
| | - Jacques Balosso
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, La Tronche, France
| | - Isabelle Flandin
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, La Tronche, France
| | - Samy Kefs
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, La Tronche, France
| | - Audrey Bouchet
- INSERM U1296, Radiation: Defense, Health, Environment, Lyon, France
| | - Jean François Adam
- Université Grenoble Alpes, Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Saint-Martin d'Hères, France; Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, La Tronche, France
| | | | - Raphael Serduc
- Université Grenoble Alpes, Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Saint-Martin d'Hères, France; Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, La Tronche, France
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3
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Eling L, Kefs S, Keshmiri S, Balosso J, Calvet S, Chamel G, Drevon-Gaud R, Flandin I, Gaudin M, Giraud L, Laissue JA, Pellicioli P, Verry C, Adam JF, Serduc R. Neuro-Oncologic Veterinary Trial for the Clinical Transfer of Microbeam Radiation Therapy: Acute to Subacute Radiotolerance after Brain Tumor Irradiation in Pet Dogs. Cancers (Basel) 2024; 16:2701. [PMID: 39123429 PMCID: PMC11311398 DOI: 10.3390/cancers16152701] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Revised: 07/08/2024] [Accepted: 07/25/2024] [Indexed: 08/12/2024] Open
Abstract
Synchrotron Microbeam Radiation Therapy (MRT) has repeatedly proven its superiority compared with conventional radiotherapy for glioma control in preclinical research. The clinical transfer phase of MRT has recently gained momentum; seven dogs with suspected glioma were treated under clinical conditions to determine the feasibility and safety of MRT. We administered a single fraction of 3D-conformal, image-guided MRT. Ultra-high-dose rate synchrotron X-ray microbeams (50 µm-wide, 400 µm-spaced) were delivered through five conformal irradiation ports. The PTV received ~25 Gy peak dose (within microbeams) per port, corresponding to a minimal cumulated valley dose (diffusing between microbeams) of 2.8 Gy. The dogs underwent clinical and MRI follow-up, and owner evaluations. One dog was lost to follow-up. Clinical exams of the remaining six dogs during the first 3 months did not indicate radiotoxicity induced by MRT. Quality of life improved from 7.3/10 [±0.7] to 8.9/10 [±0.3]. Tumor-induced seizure activity decreased significantly. A significant tumor volume reduction of 69% [±6%] was reached 3 months after MRT. Our study is the first neuro-oncologic veterinary trial of 3D-conformal Synchrotron MRT and reveals that MRT does not induce acute to subacute radiotoxicity in normal brain tissues. MRT improves quality of life and leads to remarkable tumor volume reduction despite low valley dose delivery. This trial is an essential step towards the forthcoming clinical application of MRT against deep-seated human brain tumors.
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Affiliation(s)
- Laura Eling
- Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Université Grenoble Alpes, 38400 Saint-Martin-d’Hères, France; (S.K.); (J.-F.A.); (R.S.)
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
| | - Samy Kefs
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
| | - Sarvenaz Keshmiri
- Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Université Grenoble Alpes, 38400 Saint-Martin-d’Hères, France; (S.K.); (J.-F.A.); (R.S.)
| | - Jacques Balosso
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
| | - Susan Calvet
- Argos Clinique Vétérinaire Pierre du Terrail, 38530 Pontcharra, France;
| | - Gabriel Chamel
- Clinical Oncology Unit, Small Animal Internal Medicine Department, University of Lyon, VetAgro Sup Campus Vétérinaire, 69280 Marcy l’Etoile, France;
- Unité de Recherche Interaction Cellules Environnement, University of Lyon, VetAgro Sup Campus Vétérinaire, 69280 Marcy l’Etoile, France
| | | | - Isabelle Flandin
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
| | - Maxime Gaudin
- OnlyVet, Centre Hospitalier Vétérinaire, 69800 Saint Priest, France; (M.G.); (L.G.)
| | - Lucile Giraud
- OnlyVet, Centre Hospitalier Vétérinaire, 69800 Saint Priest, France; (M.G.); (L.G.)
| | | | - Paolo Pellicioli
- European Synchrotron Radiation Facility, 38000 Grenoble, France;
| | - Camille Verry
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
| | - Jean-François Adam
- Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Université Grenoble Alpes, 38400 Saint-Martin-d’Hères, France; (S.K.); (J.-F.A.); (R.S.)
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
| | - Raphaël Serduc
- Institut National de la Santé et de la Recherche Médicale UA7 Synchrotron Radiation for Biomedicine, Université Grenoble Alpes, 38400 Saint-Martin-d’Hères, France; (S.K.); (J.-F.A.); (R.S.)
- Centre Hospitalier Universitaire Grenoble Alpes, Maquis du Grésivaudan, 38700 La Tronche, France; (S.K.); (J.B.); (I.F.); (C.V.)
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Prezado Y, Grams M, Jouglar E, Martínez-Rovira I, Ortiz R, Seco J, Chang S. Spatially fractionated radiation therapy: a critical review on current status of clinical and preclinical studies and knowledge gaps. Phys Med Biol 2024; 69:10TR02. [PMID: 38648789 DOI: 10.1088/1361-6560/ad4192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/27/2023] [Accepted: 04/22/2024] [Indexed: 04/25/2024]
Abstract
Spatially fractionated radiation therapy (SFRT) is a therapeutic approach with the potential to disrupt the classical paradigms of conventional radiation therapy. The high spatial dose modulation in SFRT activates distinct radiobiological mechanisms which lead to a remarkable increase in normal tissue tolerances. Several decades of clinical use and numerous preclinical experiments suggest that SFRT has the potential to increase the therapeutic index, especially in bulky and radioresistant tumors. To unleash the full potential of SFRT a deeper understanding of the underlying biology and its relationship with the complex dosimetry of SFRT is needed. This review provides a critical analysis of the field, discussing not only the main clinical and preclinical findings but also analyzing the main knowledge gaps in a holistic way.
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Affiliation(s)
- Yolanda Prezado
- Institut Curie, Université PSL, CNRS UMR3347, Inserm U1021, Signalisation Radiobiologie et Cancer, F-91400, Orsay, France
- Université Paris-Saclay, CNRS UMR3347, Inserm U1021, Signalisation Radiobiologie et Cancer, F-91400, Orsay, France
- New Approaches in Radiotherapy Lab, Center for Research in Molecular Medicine and Chronic Diseases (CIMUS), Instituto de investigación Sanitaria de Santiago de Compostela (IDIS), University of Santiago de Compostela, Santiago de Compostela, A Coruña, E-15706, Spain
- Oportunius Program, Galician Agency of Innovation (GAIN), Xunta de Galicia, Santiago de Compostela, A Coruña, Spain
| | - Michael Grams
- Department of Radiation Oncology, Mayo Clinic, 200 First St SW, Rochester, MN 55905, United States of America
| | - Emmanuel Jouglar
- Institut Curie, PSL Research University, Department of Radiation Oncology, F-75005, Paris and Orsay Protontherapy Center, F-91400, Orsay, France
| | - Immaculada Martínez-Rovira
- Physics Department, Universitat Auto`noma de Barcelona, E-08193, Cerdanyola del Valle`s (Barcelona), Spain
| | - Ramon Ortiz
- University of California San Francisco, Department of Radiation Oncology, 1600 Divisadero Street, San Francisco, CA 94143, United States of America
| | - Joao Seco
- Division of Biomedical physics in Radiation Oncology, DKFZ-German Cancer Research Center, Heidelberg, Germany
- Department of Physics and Astronomy, Heidelberg University, Heidelberg, Germany
| | - Sha Chang
- Dept of Radiation Oncology and Department of Biomedical Engineering, University of North Carolina School of Medicine, United States of America
- Department of Clinical Sciences, College of Veterinary Medicine, North Carolin State University, United States of America
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5
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Ahmed M, Bicher S, Combs SE, Lindner R, Raulefs S, Schmid TE, Spasova S, Stolz J, Wilkens JJ, Winter J, Bartzsch S. In Vivo Microbeam Radiation Therapy at a Conventional Small Animal Irradiator. Cancers (Basel) 2024; 16:581. [PMID: 38339332 PMCID: PMC11154279 DOI: 10.3390/cancers16030581] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/30/2023] [Revised: 01/25/2024] [Accepted: 01/27/2024] [Indexed: 02/12/2024] Open
Abstract
Microbeam radiation therapy (MRT) is a still pre-clinical form of spatially fractionated radiotherapy, which uses an array of micrometer-wide, planar beams of X-ray radiation. The dose modulation in MRT has proven effective in the treatment of tumors while being well tolerated by normal tissue. Research on understanding the underlying biological mechanisms mostly requires large third-generation synchrotrons. In this study, we aimed to develop a preclinical treatment environment that would allow MRT independent of synchrotrons. We built a compact microbeam setup for pre-clinical experiments within a small animal irradiator and present in vivo MRT application, including treatment planning, dosimetry, and animal positioning. The brain of an immobilized mouse was treated with MRT, excised, and immunohistochemically stained against γH2AX for DNA double-strand breaks. We developed a comprehensive treatment planning system by adjusting an existing dose calculation algorithm to our setup and attaching it to the open-source software 3D-Slicer. Predicted doses in treatment planning agreed within 10% with film dosimetry readings. We demonstrated the feasibility of MRT exposures in vivo at a compact source and showed that the microbeam pattern is observable in histological sections of a mouse brain. The platform developed in this study will be used for pre-clinical research of MRT.
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Affiliation(s)
- Mabroor Ahmed
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
- Department of Physics, School of Natural Sciences, Technical University of Munich, 85748 Garching, Germany
| | - Sandra Bicher
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
| | - Stephanie Elisabeth Combs
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
| | - Rainer Lindner
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
| | - Susanne Raulefs
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
| | - Thomas E. Schmid
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
| | - Suzana Spasova
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
- Department of Physics, School of Natural Sciences, Technical University of Munich, 85748 Garching, Germany
| | - Jessica Stolz
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
| | - Jan Jakob Wilkens
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Department of Physics, School of Natural Sciences, Technical University of Munich, 85748 Garching, Germany
| | - Johanna Winter
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
- Department of Physics, School of Natural Sciences, Technical University of Munich, 85748 Garching, Germany
- Heinz Maier-Leibnitz Zentrum (MLZ), 85748 Garching, Germany
| | - Stefan Bartzsch
- Department of Radiation Oncology, School of Medicine and Klinikum rechts der Isar, Technical University of Munich, 81675 Munich, Germany; (M.A.); (S.B.); (S.E.C.); (S.R.); (T.E.S.); (S.S.); (J.S.); (J.J.W.); (J.W.)
- Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, Institute of Radiation Medicine, 85764 Neuherberg, Germany;
- Heinz Maier-Leibnitz Zentrum (MLZ), 85748 Garching, Germany
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Mentzel F, Paino J, Barnes M, Cameron M, Corde S, Engels E, Kröninger K, Lerch M, Nackenhorst O, Rosenfeld A, Tehei M, Tsoi AC, Vogel S, Weingarten J, Hagenbuchner M, Guatelli S. Accurate and Fast Deep Learning Dose Prediction for a Preclinical Microbeam Radiation Therapy Study Using Low-Statistics Monte Carlo Simulations. Cancers (Basel) 2023; 15:cancers15072137. [PMID: 37046798 PMCID: PMC10093595 DOI: 10.3390/cancers15072137] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/09/2023] [Revised: 03/29/2023] [Accepted: 03/31/2023] [Indexed: 04/09/2023] Open
Abstract
Microbeam radiation therapy (MRT) utilizes coplanar synchrotron radiation beamlets and is a proposed treatment approach for several tumor diagnoses that currently have poor clinical treatment outcomes, such as gliosarcomas. Monte Carlo (MC) simulations are one of the most used methods at the Imaging and Medical Beamline, Australian Synchrotron to calculate the dose in MRT preclinical studies. The steep dose gradients associated with the 50μm-wide coplanar beamlets present a significant challenge for precise MC simulation of the dose deposition of an MRT irradiation treatment field in a short time frame. The long computation times inhibit the ability to perform dose optimization in treatment planning or apply online image-adaptive radiotherapy techniques to MRT. Much research has been conducted on fast dose estimation methods for clinically available treatments. However, such methods, including GPU Monte Carlo implementations and machine learning (ML) models, are unavailable for novel and emerging cancer radiotherapy options such as MRT. In this work, the successful application of a fast and accurate ML dose prediction model for a preclinical MRT rodent study is presented for the first time. The ML model predicts the peak doses in the path of the microbeams and the valley doses between them, delivered to the tumor target in rat patients. A CT imaging dataset is used to generate digital phantoms for each patient. Augmented variations of the digital phantoms are used to simulate with Geant4 the energy depositions of an MRT beam inside the phantoms with 15% (high-noise) and 2% (low-noise) statistical uncertainty. The high-noise MC simulation data are used to train the ML model to predict the energy depositions in the digital phantoms. The low-noise MC simulations data are used to test the predictive power of the ML model. The predictions of the ML model show an agreement within 3% with low-noise MC simulations for at least 77.6% of all predicted voxels (at least 95.9% of voxels containing tumor) in the case of the valley dose prediction and for at least 93.9% of all predicted voxels (100.0% of voxels containing tumor) in the case of the peak dose prediction. The successful use of high-noise MC simulations for the training, which are much faster to produce, accelerates the production of the training data of the ML model and encourages transfer of the ML model to different treatment modalities for other future applications in novel radiation cancer therapies.
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Affiliation(s)
- Florian Mentzel
- Department of Physics, TU Dortmund University, D-44227 Dortmund, Germany
| | - Jason Paino
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Micah Barnes
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Imaging and Medical Beamline, Australian Synchrotron, ANSTO, Clayton, VIC 3168, Australia
- Peter MacCallum Cancer Center, Physical Sciences, Melbourne, VIC 3000, Australia
| | - Matthew Cameron
- Imaging and Medical Beamline, Australian Synchrotron, ANSTO, Clayton, VIC 3168, Australia
| | - Stéphanie Corde
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
- Prince of Wales Hospital, Randwick, NSW 2031, Australia
| | - Elette Engels
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Imaging and Medical Beamline, Australian Synchrotron, ANSTO, Clayton, VIC 3168, Australia
- Peter MacCallum Cancer Center, Physical Sciences, Melbourne, VIC 3000, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Kevin Kröninger
- Department of Physics, TU Dortmund University, D-44227 Dortmund, Germany
| | - Michael Lerch
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Olaf Nackenhorst
- Department of Physics, TU Dortmund University, D-44227 Dortmund, Germany
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Moeava Tehei
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Ah Chung Tsoi
- School of Computing and Information Technology, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Sarah Vogel
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Jens Weingarten
- Department of Physics, TU Dortmund University, D-44227 Dortmund, Germany
| | - Markus Hagenbuchner
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
- School of Computing and Information Technology, University of Wollongong, Wollongong, NSW 2500, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2500, Australia
- Illawarra Health and Medical Research Institute, University of Wollongong, Wollongong, NSW 2500, Australia
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Comparison of the dosimetric response of two Sr salts irradiated with 60Co γ-rays and synchrotron X-rays at ultra-high dose rate. Radiat Phys Chem Oxf Engl 1993 2023. [DOI: 10.1016/j.radphyschem.2023.110923] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/22/2023]
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8
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Towards neuro-oncologic clinical trials of high dose rate synchrotron Microbeam Radiation Therapy: first treatment of a spontaneous canine brain tumor. Int J Radiat Oncol Biol Phys 2022; 113:967-973. [DOI: 10.1016/j.ijrobp.2022.04.022] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2022] [Revised: 04/13/2022] [Accepted: 04/16/2022] [Indexed: 11/22/2022]
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9
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Mentzel F, Kroninger K, Lerch M, Nackenhorst O, Paino J, Rosenfeld A, Saraswati A, Tsoi AC, Weingarten J, Hagenbuchner M, Guatelli S. Fast and accurate dose predictions for novel radiotherapy treatments in heterogeneous phantoms using conditional 3D‐UNet generative adversarial networks. Med Phys 2022; 49:3389-3404. [DOI: 10.1002/mp.15555] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/05/2021] [Revised: 01/04/2022] [Accepted: 02/03/2022] [Indexed: 11/05/2022] Open
Affiliation(s)
- Florian Mentzel
- Department of Physics TU Dortmund University Dortmund 44225 Germany
| | - Kevin Kroninger
- Department of Physics TU Dortmund University Dortmund 44225 Germany
| | - Michael Lerch
- Centre for Medical Radiation Physics University of Wollongong Wollongong NSW 2522 Australia
- Illawarra Health and Medical Research Institute University of Wollongong Wollongong NSW 2522 Australia
| | - Olaf Nackenhorst
- Department of Physics TU Dortmund University Dortmund 44225 Germany
| | - Jason Paino
- Centre for Medical Radiation Physics University of Wollongong Wollongong NSW 2522 Australia
- Illawarra Health and Medical Research Institute University of Wollongong Wollongong NSW 2522 Australia
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics University of Wollongong Wollongong NSW 2522 Australia
- Illawarra Health and Medical Research Institute University of Wollongong Wollongong NSW 2522 Australia
| | - Ayu Saraswati
- School of Computing and Information Technology University of Wollongong Wollongong NSW 2522 Australia
| | - Ah Chung Tsoi
- School of Computing and Information Technology University of Wollongong Wollongong NSW 2522 Australia
| | - Jens Weingarten
- Department of Physics TU Dortmund University Dortmund 44225 Germany
| | - Markus Hagenbuchner
- School of Computing and Information Technology University of Wollongong Wollongong NSW 2522 Australia
| | - Susanna Guatelli
- Illawarra Health and Medical Research Institute University of Wollongong Wollongong NSW 2522 Australia
- School of Computing and Information Technology University of Wollongong Wollongong NSW 2522 Australia
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10
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Kraus KM, Winter J, Zhang Y, Ahmed M, Combs SE, Wilkens JJ, Bartzsch S. Treatment Planning Study for Microbeam Radiotherapy Using Clinical Patient Data. Cancers (Basel) 2022; 14:685. [PMID: 35158953 PMCID: PMC8833598 DOI: 10.3390/cancers14030685] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/06/2022] [Revised: 01/25/2022] [Accepted: 01/27/2022] [Indexed: 11/16/2022] Open
Abstract
Microbeam radiotherapy (MRT) is a novel, still preclinical dose delivery technique. MRT has shown reduced normal tissue effects at equal tumor control rates compared to conventional radiotherapy. Treatment planning studies are required to permit clinical application. The aim of this study was to establish a dose comparison between MRT and conventional radiotherapy and to identify suitable clinical scenarios for future applications of MRT. We simulated MRT treatment scenarios for clinical patient data using an inhouse developed planning algorithm based on a hybrid Monte Carlo dose calculation and implemented the concept of equivalent uniform dose (EUD) for MRT dose evaluation. The investigated clinical scenarios comprised fractionated radiotherapy of a glioblastoma resection cavity, a lung stereotactic body radiotherapy (SBRT), palliative bone metastasis irradiation, brain metastasis radiosurgery and hypofractionated breast cancer radiotherapy. Clinically acceptable treatment plans were achieved for most analyzed parameters. Lung SBRT seemed the most challenging treatment scenario. Major limitations comprised treatment plan optimization and dose calculation considering the tissue microstructure. This study presents an important step of the development towards clinical MRT. For clinical treatment scenarios using a sophisticated dose comparison concept based on EUD and EQD2, we demonstrated the capability of MRT to achieve clinically acceptable dose distributions.
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Affiliation(s)
- Kim Melanie Kraus
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Johanna Winter
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, 85764 Neuherberg, Germany
- Physics Department, Technical University of Munich (TUM), 85748 Garching, Germany
| | - Yating Zhang
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, 85764 Neuherberg, Germany
| | - Mabroor Ahmed
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, 85764 Neuherberg, Germany
- Physics Department, Technical University of Munich (TUM), 85748 Garching, Germany
| | - Stephanie Elisabeth Combs
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, 85764 Neuherberg, Germany
- Partner Site Munich, Deutsches Konsortium für Translationale Krebsforschung (DKTK), 80336 Munich, Germany
| | - Jan Jakob Wilkens
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Physics Department, Technical University of Munich (TUM), 85748 Garching, Germany
| | - Stefan Bartzsch
- Department of Radiation Oncology, School of Medicine and Klinikum Rechts der Isar, Technical University of Munich (TUM), 81675 Munich, Germany; (J.W.); (Y.Z.); (M.A.); (S.E.C.); (J.J.W.); (S.B.)
- Institute of Radiation Medicine (IRM), Helmholtz Zentrum München GmbH, German Research Center for Environmental Health, 85764 Neuherberg, Germany
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11
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Laissue JA, Barré S, Bartzsch S, Blattmann H, Bouchet AM, Djonov VG, Haberthür D, Hlushchuk R, Kaser-Hotz B, Laissue PP, LeDuc G, Reding SO, Serduc R. Tolerance of Normal Rabbit Facial Bones and Teeth to Synchrotron X-Ray Microbeam Irradiation. Radiat Res 2021; 197:233-241. [PMID: 34755190 DOI: 10.1667/rade-21-00032.1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/08/2021] [Accepted: 09/30/2021] [Indexed: 11/03/2022]
Abstract
Microbeam radiation therapy, an alternative radiosurgical treatment under preclinical investigation, aims to safely treat muzzle tumors in pet animals. This will require data on the largely unknown radiation toxicity of microbeam arrays for bones and teeth. To this end, the muzzle of six young adult New Zealand rabbits was irradiated by a lateral array of microplanar beamlets with peak entrance doses of 200, 330 or 500 Gy. The muzzles were examined 431 days postirradiation by computed microtomographic imaging (micro-CT) ex vivo, and extensive histopathology. The boundaries of the radiation field were identified histologically by microbeam tracks in cartilage and other tissues. There was no radionecrosis of facial bones in any rabbit. Conversely, normal incisor teeth exposed to peak entrance doses of 330 Gy or 500 Gy developed marked caries-like damage, whereas the incisors of the two rabbits exposed to 200 Gy remained unscathed. A single, unidirectional array of microbeams with a peak entrance dose ≤200 Gy (valley dose14 Gy) did not damage normal bone, teeth and soft tissues of the muzzle of normal rabbits longer than one year after irradiation. Because of that, Microbeam radiation therapy of muzzle tumors in pet animals is unlikely to cause sizeable damage to normal teeth, bone and soft tissues, if a single array as used here delivers a limited entrance dose of 200 Gy and a valley dose of ≤14 Gy.
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Affiliation(s)
- Jean Albert Laissue
- Institute of Anatomy, University of Bern, Baltzerstrasse 2, CH -3012 Bern, Switzerland
| | - Sébastien Barré
- Institute of Anatomy, University of Bern, Baltzerstrasse 2, CH -3012 Bern, Switzerland
| | - Stefan Bartzsch
- Department of Radiation Oncology, Klinikum rechts der Isar - TU Munich, Germany
| | - Hans Blattmann
- Niederwiesstrasse 13C, CH-5417 Untersiggenthal, Switzerland
| | - Audrey M Bouchet
- INSERM UA8, "Radiations : Défense, Santé, Environnement," 69008 Lyon, France
| | | | - David Haberthür
- Institute of Anatomy, University of Bern, Baltzerstrasse 2, CH -3012 Bern, Switzerland
| | - Ruslan Hlushchuk
- Institute of Anatomy, University of Bern, Baltzerstrasse 2, CH -3012 Bern, Switzerland
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12
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Krim DE, Bakari D, Zerfaoui M, Rrhioua A. Implementation of a new virtual source model in Gate 9.0 package to simulate Elekta Synergy MLCi2 6 MV accelerator. Biomed Phys Eng Express 2021; 7. [PMID: 34193645 DOI: 10.1088/2057-1976/ac1057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/24/2021] [Accepted: 06/30/2021] [Indexed: 11/11/2022]
Abstract
Monte Carlo simulation is appreciated as an extraordinary technique to investigate particle physic processes in Radiation Therapy. This task offers a new Virtual Source Model (VSM) based on an innovative reconstruction method to extract energy and angular distribution from the Python phase space output data. Extensive comparisons of dose distributions are performed to evaluate VSM simulation precision. Four squared field configurations extending from 3 × 3 to 20 × 20 cm2are chosen for dose calculation to test field size and symmetry influences. To evaluate simulation accuracy, the beam quality parameters (such asD10(%),dmax(cm),d80(cm), andTPR(20/10)) also validation tests (gamma index formalism for 2%/2 mm criteria, Distance To Agreement DTA, and the estimator standard error (ϵ,ϵmax)) are determined. Good agreement is achieved in terms of beam quality parameters and validation tests for each evaluated beam size, within a computation time of 58 hours and 17 hours on 20 nodes (presents 160 CPUs) of the full simulation and the VSM, respectively. This advanced VSM generated for the Elekta Synergy MLCi2 platform displays an uncomplicated approach. It is a great example of reconstructing different x-ray beams of various linac accelerators to facilitate its integration in cancer treatment.
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Affiliation(s)
- Deae-Eddine Krim
- Laboratory of Physics of Matter and Radiation Faculty of Sciences, Mohammed first University Oujda, Morocco
| | - Dikra Bakari
- National School of Applied Sciences, Mohammed first University, Oujda, Morocco
| | - Mustapha Zerfaoui
- Laboratory of Physics of Matter and Radiation Faculty of Sciences, Mohammed first University Oujda, Morocco
| | - Abdeslem Rrhioua
- Laboratory of Physics of Matter and Radiation Faculty of Sciences, Mohammed first University Oujda, Morocco
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13
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Laissue JA. Elke Bräuer-Krisch: dedication, creativity and generosity: May 17, 1961-September 10, 2018. Int J Radiat Biol 2021; 98:280-287. [PMID: 34129423 DOI: 10.1080/09553002.2021.1941385] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
Abstract
PURPOSE This extraordinary woman worked her professional way from a radiation protection engineer to become the successful principal investigator of a prestigious international European project for a new radiation therapy (ERC Synergy grant, HORIZON 2020). The evaluation of the submitted proposal was very positive. The panel proposed that it be funded. Elke tragically passed away a few days before this conclusion of the panel. The present account describes her gradual career development; it includes many episodes that Elke personally chronicled in her curriculum of 2017. METHODS An internet literature search was performed using Google Scholar and other sources to assist in the writing of this narrative review and account. CONCLUSIONS In parallel to the development of the new Biomedical Beamline ID17 at the European Synchrotron Radiation Facility in Grenoble in the late nineties, Elke focused her interest and her personal and professional priorities on MRT, particularly on its clinical goals. She outlined her main objectives in several documents: (1) develop a new paradigm of cancer care by broadening the foundation for MRT. (2) Filling the gaps in basic biological knowledge about the mechanisms of MRT effects on normal and neoplastic tissues. (3) Broaden the preclinical level of evidence for the low normal organ toxicity of MRT versus standard X-ray irradiations; preclinical experiments involved the application of MRT to animal tumor patients, to animals of larger size than laboratory rodents, using larger radiation field sizes, and irradiating in a real-time scenario comparable to the one planned for human patients. (4) To foster the specific purpose of radiosurgical MRT of tumor patients at the ESRF that required development of new, specific state of the art modalities and tools for treatment planning, dosimetry, dose calculation, patient positioning and, of particular importance, redundant levels of patient safety. Just as she was about to take responsibility as principal investigator for a prestigious international European project on a new radiation therapy, death called Elke in.
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Affiliation(s)
- Jean A Laissue
- Institute of Pathology, University of Bern, Bern, Switzerland
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14
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Pellicioli P, Donzelli M, Davis JA, Estève F, Hugtenburg R, Guatelli S, Petasecca M, Lerch MLF, Bräuer-Krisch E, Krisch M. Study of the X-ray radiation interaction with a multislit collimator for the creation of microbeams in radiation therapy. JOURNAL OF SYNCHROTRON RADIATION 2021; 28:392-403. [PMID: 33650550 DOI: 10.1107/s1600577520016811] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/16/2020] [Accepted: 12/31/2020] [Indexed: 06/12/2023]
Abstract
Microbeam radiation therapy (MRT) is a developing radiotherapy, based on the use of beams only a few tens of micrometres wide, generated by synchrotron X-ray sources. The spatial fractionation of the homogeneous beam into an array of microbeams is possible using a multislit collimator (MSC), i.e. a machined metal block with regular apertures. Dosimetry in MRT is challenging and previous works still show differences between calculated and experimental dose profiles of 10-30%, which are not acceptable for a clinical implementation of treatment. The interaction of the X-rays with the MSC may contribute to the observed discrepancies; the present study therefore investigates the dose contribution due to radiation interaction with the MSC inner walls and radiation leakage of the MSC. Dose distributions inside a water-equivalent phantom were evaluated for different field sizes and three typical spectra used for MRT studies at the European Synchrotron Biomedical beamline ID17. Film dosimetry was utilized to determine the contribution of radiation interaction with the MSC inner walls; Monte Carlo simulations were implemented to calculate the radiation leakage contribution. Both factors turned out to be relevant for the dose deposition, especially for small fields. Photons interacting with the MSC walls may bring up to 16% more dose in the valley regions, between the microbeams. Depending on the chosen spectrum, the radiation leakage close to the phantom surface can contribute up to 50% of the valley dose for a 5 mm × 5 mm field. The current study underlines that a detailed characterization of the MSC must be performed systematically and accurate MRT dosimetry protocols must include the contribution of radiation leakage and radiation interaction with the MSC in order to avoid significant errors in the dose evaluation at the micrometric scale.
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Affiliation(s)
- P Pellicioli
- ID17 Biomedical Beamline, ESRF - The European Synchrotron, 71 avenue des Martyrs, Grenoble, France
| | - M Donzelli
- ID17 Biomedical Beamline, ESRF - The European Synchrotron, 71 avenue des Martyrs, Grenoble, France
| | - J A Davis
- School of Physics, University of Wollongong, Wollongong, Australia
| | - F Estève
- STROBE - Synchrotron Radiation for Biomedicine, Grenoble, France
| | - R Hugtenburg
- Swansea University Medical School, Singleton Park, Swansea, United Kingdom
| | - S Guatelli
- School of Physics, University of Wollongong, Wollongong, Australia
| | - M Petasecca
- School of Physics, University of Wollongong, Wollongong, Australia
| | - M L F Lerch
- School of Physics, University of Wollongong, Wollongong, Australia
| | - E Bräuer-Krisch
- ID17 Biomedical Beamline, ESRF - The European Synchrotron, 71 avenue des Martyrs, Grenoble, France
| | - M Krisch
- ID17 Biomedical Beamline, ESRF - The European Synchrotron, 71 avenue des Martyrs, Grenoble, France
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15
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Unexpected Benefits of Multiport Synchrotron Microbeam Radiation Therapy for Brain Tumors. Cancers (Basel) 2021; 13:cancers13050936. [PMID: 33668110 PMCID: PMC7956531 DOI: 10.3390/cancers13050936] [Citation(s) in RCA: 13] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/04/2021] [Revised: 02/05/2021] [Accepted: 02/08/2021] [Indexed: 11/17/2022] Open
Abstract
Simple Summary We unveiled the potential of an innovative irradiation technique that ablates brain cancer while sparing normal tissues. Spatially fractionating the incident beam into arrays of micrometer-wide beamlets of X-rays (MRT for Microbeam Radiation Therapy) has led to significantly increased survival and tumor control in preclinical studies. Multiport MRT versus conventional irradiations, for the same background continuous dose, resulted in unexpectedly high equivalent biological effects in rats that have not been achieved with any other radiotherapeutic method. These hallmarks of multiport MRT, i.e., minimal impact on normal tissues and exceptional tumor control, may promote this method towards clinical applications, possibly increasing survival and improving long-term outcomes in neuro-oncology patients. Abstract Delivery of high-radiation doses to brain tumors via multiple arrays of synchrotron X-ray microbeams permits huge therapeutic advantages. Brain tumor (9LGS)-bearing and normal rats were irradiated using a conventional, homogeneous Broad Beam (BB), or Microbeam Radiation Therapy (MRT), then studied by behavioral tests, MRI, and histopathology. A valley dose of 10 Gy deposited between microbeams, delivered by a single port, improved tumor control and median survival time of tumor-bearing rats better than a BB isodose. An increased number of ports and an accumulated valley dose maintained at 10 Gy delayed tumor growth and improved survival. Histopathologically, cell death, vascular damage, and inflammatory response increased in tumors. At identical valley isodose, each additional MRT port extended survival, resulting in an exponential correlation between port numbers and animal lifespan (r2 = 0.9928). A 10 Gy valley dose, in MRT mode, delivered through 5 ports, achieved the same survival as a 25 Gy BB irradiation because of tumor dose hot spots created by intersecting microbeams. Conversely, normal tissue damage remained minimal in all the single converging extratumoral arrays. Multiport MRT reached exceptional ~2.5-fold biological equivalent tumor doses. The unique normal tissue sparing and therapeutic index are eminent prerequisites for clinical translation.
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Day LRJ, Donzelli M, Pellicioli P, Smyth LML, Barnes M, Bartzsch S, Crosbie JC. A commercial treatment planning system with a hybrid dose calculation algorithm for synchrotron radiotherapy trials. Phys Med Biol 2021; 66:055016. [PMID: 33373979 DOI: 10.1088/1361-6560/abd737] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
Synchrotron Radiotherapy (SyncRT) is a preclinical radiation treatment which delivers synchrotron x-rays to cancer targets. SyncRT allows for novel treatments such as Microbeam Radiotherapy, which has been shown to have exceptional healthy tissue sparing capabilities while maintaining good tumour control. Veterinary trials in SyncRT are anticipated to take place in the near future at the Australian Synchrotron's Imaging and Medical Beamline (IMBL). However, before veterinary trials can commence, a computerised treatment planning system (TPS) is required, which can quickly and accurately calculate the synchrotron x-ray dose through patient CT images. Furthermore, SyncRT TPS's must be familiar and intuitive to radiotherapy planners in order to alleviate necessary training and reduce user error. We have paired an accurate and fast Monte Carlo (MC) based SyncRT dose calculation algorithm with EclipseTM, the most widely implemented commercial TPS in the clinic. Using EclipseTM, we have performed preliminary SyncRT trials on dog cadavers at the IMBL, and verified calculated doses against dosimetric measurement to within 5% for heterogeneous tissue-equivalent phantoms. We have also performed a validation of the TPS against a full MC simulation for constructed heterogeneous phantoms in EclipseTM, and showed good agreement for a range of water-like tissues to within 5%-8%. Our custom EclipseTM TPS for SyncRT is ready to perform live veterinary trials at the IMBL.
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Affiliation(s)
- L R J Day
- School of Science, RMIT University, Melbourne, Australia
| | - M Donzelli
- The European Synchrotron Radiation Facility, ID17 Biomedical Beamline, Grenoble, France.,Institute of Cancer Research, London, United Kingdom
| | - P Pellicioli
- The European Synchrotron Radiation Facility, ID17 Biomedical Beamline, Grenoble, France.,Inserm UA7 STROBE, Grenoble Alps University, Grenoble, France.,Swansea University Medical School, Singleton Park, Swansea, United Kingdom
| | - L M L Smyth
- Department of Obstetrics and Gynaecology, University of Melbourne, Royal Women's Hospital, Melbourne, Australia
| | - M Barnes
- School of Science, RMIT University, Melbourne, Australia.,Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia.,The Australian Synchrotron, Imaging and Medical Beamline, Melbourne, Australia
| | - S Bartzsch
- Institute of Cancer Research, London, United Kingdom.,Technical University of Munich, Munich, Germany
| | - J C Crosbie
- School of Science, RMIT University, Melbourne, Australia
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17
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Clinical microbeam radiation therapy with a compact source: specifications of the line-focus X-ray tube. PHYSICS & IMAGING IN RADIATION ONCOLOGY 2021; 14:74-81. [PMID: 33458318 PMCID: PMC7807643 DOI: 10.1016/j.phro.2020.05.010] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/27/2020] [Revised: 05/20/2020] [Accepted: 05/29/2020] [Indexed: 02/02/2023]
Abstract
Line-focus X-ray tubes are suitable for clinical microbeam radiation therapy (MRT). A modular high-voltage supply safely enables high electron beam powers. An electron accelerator was designed to generate an eccentric focal spot. We simulated a peak-to-valley dose ratio above 20 for single-field MRT. Microbeam arc therapy spares healthy brain tissue compared to single-field MRT.
Background and purpose Microbeam radiotherapy (MRT) is a preclinical concept in radiation oncology with arrays of alternating micrometer-wide high-dose peaks and low-dose valleys. Experiments demonstrated a superior normal tissue sparing at similar tumor control rates with MRT compared to conventional radiotherapy. Possible clinical applications are currently limited to large third-generation synchrotrons. Here, we investigated the line-focus X-ray tube as an alternative microbeam source. Materials and methods We developed a concept for a high-voltage supply and an electron source. In Monte Carlo simulations, we assessed the influence of X-ray spectrum, focal spot size, electron incidence angle, and photon emission angle on the microbeam dose distribution. We further assessed the dose distribution of microbeam arc therapy and suggested to interpret this complex dose distribution by equivalent uniform dose. Results An adapted modular multi-level converter can supply high-voltage powers in the megawatt range for a few seconds. The electron source with a thermionic cathode and a quadrupole can generate an eccentric, high-power electron beam of several 100 keV energy. Highest dose rates and peak-to-valley dose ratios (PVDRs) were achieved for an electron beam impinging perpendicular onto the target surface and a focal spot smaller than the microbeam cross-section. The line-focus X-ray tube simulations demonstrated PVDRs above 20. Conclusion The line-focus X-ray tube is a suitable compact source for clinical MRT. We demonstrated its technical feasibility based on state-of-the-art high-voltage and electron-beam technology. Microbeam arc therapy is an effective concept to increase the target-to-entrance dose ratio of orthovoltage microbeams.
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18
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Day LRJ, Pellicioli P, Gagliardi F, Barnes M, Smyth LML, Butler D, Livingstone J, Stevenson AW, Lye J, Poole CM, Hausermann D, Rogers PAW, Crosbie JC. A Monte Carlo model of synchrotron radiotherapy shows good agreement with experimental dosimetry measurements: Data from the imaging and medical beamline at the Australian Synchrotron. Phys Med 2020; 77:64-74. [PMID: 32791426 DOI: 10.1016/j.ejmp.2020.07.017] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/20/2019] [Revised: 06/22/2020] [Accepted: 07/13/2020] [Indexed: 02/06/2023] Open
Abstract
Experimental measurement of Synchrotron Radiotherapy (SyncRT) doses is challenging, especially for Microbeam Radiotherapy (MRT), which is characterised by very high dynamic ranges with spatial resolutions on the micrometer scale. Monte Carlo (MC) simulation is considered a gold standard for accurate dose calculation in radiotherapy, and is therefore routinely relied upon to produce verification data. We present a MC model for Australian Synchrotron's Imaging and Medical Beamline (IMBL), which is capable of generating accurate dosimetry data to inform and/or verify SyncRT experiments. Our MC model showed excellent agreement with dosimetric measurement for Synchrotron Broadbeam Radiotherapy (SBBR). Our MC model is also the first to achieve validation for MRT, using two methods of dosimetry, to within clinical tolerances of 5% for a 20×20 mm2 field size, except for surface measurements at 5 mm depth, which remained to within good agreement of 7.5%. Our experimental methodology has allowed us to control measurement uncertainties for MRT doses to within 5-6%, which has also not been previously achieved, and provides a confidence which until now has been lacking in MRT validation studies. The MC model is suitable for SyncRT dose calculation of clinically relevant field sizes at the IMBL, and can be extended to include medical beamlines at other Synchrotron facilities as well. The presented MC model will be used as a validation tool for treatment planning dose calculation algorithms, and is an important step towards veterinary SyncRT trials at the Australian Synchrotron.
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Affiliation(s)
- L R J Day
- School of Science, RMIT University, Melbourne, Australia.
| | - P Pellicioli
- The European Synchrotron Radiation Facility, ID17 Biomedical Beamline, Grenoble, France; Inserm UA7 STROBE, Grenoble Alps University, Grenoble, France; Swansea University Medical School, Singleton Park, Swansea, United Kingdom
| | - F Gagliardi
- Radiation Oncology, Alfred Hospital, Melbourne, Australia; School of Health and Biomedical Sciences, RMIT University, Melbourne, Australia
| | - M Barnes
- Physical Sciences, Peter MacCallum Cancer Centre, Melbourne, Australia; Australian Nuclear Science and Technology Organisation (ANSTO), Australian Synchrotron, Clayton, Australia
| | - L M L Smyth
- Department of Obstetrics and Gynaecology, University of Melbourne, Royal Women's Hospital, Melbourne, Australia
| | - D Butler
- Australian Radiation Protection and Nuclear Safety Agency (ARPANSA), Melbourne, Australia
| | - J Livingstone
- Australian Nuclear Science and Technology Organisation (ANSTO), Australian Synchrotron, Clayton, Australia
| | - A W Stevenson
- Australian Nuclear Science and Technology Organisation (ANSTO), Australian Synchrotron, Clayton, Australia
| | - J Lye
- Australian Radiation Protection and Nuclear Safety Agency (ARPANSA), Melbourne, Australia
| | - C M Poole
- Radiation Analytics, Brisbane, Australia
| | - D Hausermann
- Australian Nuclear Science and Technology Organisation (ANSTO), Australian Synchrotron, Clayton, Australia
| | - P A W Rogers
- Department of Obstetrics and Gynaecology, University of Melbourne, Royal Women's Hospital, Melbourne, Australia
| | - J C Crosbie
- School of Science, RMIT University, Melbourne, Australia
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19
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Hombrink G, Wilkens JJ, Combs SE, Bartzsch S. Simulation and measurement of microbeam dose distribution in lung tissue. Phys Med 2020; 75:77-82. [PMID: 32559648 DOI: 10.1016/j.ejmp.2020.06.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/07/2020] [Accepted: 06/01/2020] [Indexed: 11/26/2022] Open
Abstract
Microbeam radiation therapy (MRT), a so far preclinical method in radiation oncology, modulates treatment doses on a micrometre scale. MRT uses treatment fields with a few ten micrometre wide high dose regions (peaks) separated by a few hundred micrometre wide low dose regions (valleys) and was shown to spare tissue much more effectively than conventional radiation therapy at similar tumour control rates. While preclinical research focused primarily on tumours of the central nervous system, recently also lung tumours have been suggested as a potential target for MRT. This study investigates the effect of the lung microstructure, comprising air cavities of a few hundred micrometre diameter, on the microbeam dose distribution in lung. In Monte Carlo simulations different models of heterogeneous lung tissue are compared with pure water and homogeneous air-water mixtures. Experimentally, microbeam dose distributions in porous foam material with cavity sizes similar to the size of lung alveoli were measured with film dosimetry at the European Synchrotron Radiation Facility (ESRF) in Grenoble, France. Simulations and experiments show that the microstructure of the lung has a huge impact on the local doses in the microbeam fields. Locally, material inhomogeneities may change the dose by a factor of 1.7, and also average peak and valley doses substantially differ from those in homogeneous material. Our results imply that accurate dose prediction for MRT in lung requires adequate models of the lung microstructure. Even if only average peak and valley doses are of interest, the assumption of a simple homogeneous air-water mixture is not sufficient. Since anatomic information on a micrometre scale are unavailable for clinical treatment planning, alternative methods and models have to be developed.
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Affiliation(s)
- Gerrit Hombrink
- University of Munich, School of Medicine, Klinikum rechts der Isar, Department of Radiation Oncology, Munich, Germany; Physics Department, Technical University of Munich, Garching, Germany; Helmholtz Centre Munich, Institute for Radiation Medicine, Munich, Germany
| | - Jan J Wilkens
- University of Munich, School of Medicine, Klinikum rechts der Isar, Department of Radiation Oncology, Munich, Germany; Physics Department, Technical University of Munich, Garching, Germany
| | - Stephanie E Combs
- University of Munich, School of Medicine, Klinikum rechts der Isar, Department of Radiation Oncology, Munich, Germany; Helmholtz Centre Munich, Institute for Radiation Medicine, Munich, Germany
| | - Stefan Bartzsch
- University of Munich, School of Medicine, Klinikum rechts der Isar, Department of Radiation Oncology, Munich, Germany; Helmholtz Centre Munich, Institute for Radiation Medicine, Munich, Germany
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20
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Bartzsch S, Corde S, Crosbie JC, Day L, Donzelli M, Krisch M, Lerch M, Pellicioli P, Smyth LML, Tehei M. Technical advances in x-ray microbeam radiation therapy. Phys Med Biol 2020; 65:02TR01. [PMID: 31694009 DOI: 10.1088/1361-6560/ab5507] [Citation(s) in RCA: 28] [Impact Index Per Article: 5.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
In the last 25 years microbeam radiation therapy (MRT) has emerged as a promising alternative to conventional radiation therapy at large, third generation synchrotrons. In MRT, a multi-slit collimator modulates a kilovoltage x-ray beam on a micrometer scale, creating peak dose areas with unconventionally high doses of several hundred Grays separated by low dose valley regions, where the dose remains well below the tissue tolerance level. Pre-clinical evidence demonstrates that such beam geometries lead to substantially reduced damage to normal tissue at equal tumour control rates and hence drastically increase the therapeutic window. Although the mechanisms behind MRT are still to be elucidated, previous studies indicate that immune response, tumour microenvironment, and the microvasculature may play a crucial role. Beyond tumour therapy, MRT has also been suggested as a microsurgical tool in neurological disorders and as a primer for drug delivery. The physical properties of MRT demand innovative medical physics and engineering solutions for safe treatment delivery. This article reviews technical developments in MRT and discusses existing solutions for dosimetric validation, reliable treatment planning and safety. Instrumentation at synchrotron facilities, including beam production, collimators and patient positioning systems, is also discussed. Specific solutions reviewed in this article include: dosimetry techniques that can cope with high spatial resolution, low photon energies and extremely high dose rates of up to 15 000 Gy s-1, dose calculation algorithms-apart from pure Monte Carlo Simulations-to overcome the challenge of small voxel sizes and a wide dynamic dose-range, and the use of dose-enhancing nanoparticles to combat the limited penetrability of a kilovoltage energy spectrum. Finally, concepts for alternative compact microbeam sources are presented, such as inverse Compton scattering set-ups and carbon nanotube x-ray tubes, that may facilitate the transfer of MRT into a hospital-based clinical environment. Intensive research in recent years has resulted in practical solutions to most of the technical challenges in MRT. Treatment planning, dosimetry and patient safety systems at synchrotrons have matured to a point that first veterinary and clinical studies in MRT are within reach. Should these studies confirm the promising results of pre-clinical studies, the authors are confident that MRT will become an effective new radiotherapy option for certain patients.
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Affiliation(s)
- Stefan Bartzsch
- Department of Radiation Oncology, School of Medicine, Technical University of Munich, Klinikum rechts der Isar, Munich, Germany. Helmholtz Centre Munich, Institute for Radiation Medicine, Munich, Germany
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21
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Dipuglia A, Cameron M, Davis JA, Cornelius IM, Stevenson AW, Rosenfeld AB, Petasecca M, Corde S, Guatelli S, Lerch MLF. Validation of a Monte Carlo simulation for Microbeam Radiation Therapy on the Imaging and Medical Beamline at the Australian Synchrotron. Sci Rep 2019; 9:17696. [PMID: 31776395 PMCID: PMC6881291 DOI: 10.1038/s41598-019-53991-9] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2019] [Accepted: 11/05/2019] [Indexed: 01/05/2023] Open
Abstract
Microbeam Radiation Therapy (MRT) is an emerging cancer treatment modality characterised by the use of high-intensity synchrotron-generated x-rays, spatially fractionated by a multi-slit collimator (MSC), to ablate target tumours. The implementation of an accurate treatment planning system, coupled with simulation tools that allow for independent verification of calculated dose distributions are required to ensure optimal treatment outcomes via reliable dose delivery. In this article we present data from the first Geant4 Monte Carlo radiation transport model of the Imaging and Medical Beamline at the Australian Synchrotron. We have developed the model for use as an independent verification tool for experiments in one of three MRT delivery rooms and therefore compare simulation results with equivalent experimental data. The normalised x-ray spectra produced by the Geant4 model and a previously validated analytical model, SPEC, showed very good agreement using wiggler magnetic field strengths of 2 and 3 T. However, the validity of absolute photon flux at the plane of the Phase Space File (PSF) for a fixed number of simulated electrons was unable to be established. This work shows a possible limitation of the G4SynchrotronRadiation process to model synchrotron radiation when using a variable magnetic field. To account for this limitation, experimentally derived normalisation factors for each wiggler field strength determined under reference conditions were implemented. Experimentally measured broadbeam and microbeam dose distributions within a Gammex RMI457 Solid Water® phantom were compared to simulated distributions generated by the Geant4 model. Simulated and measured broadbeam dose distributions agreed within 3% for all investigated configurations and measured depths. Agreement between the simulated and measured microbeam dose distributions agreed within 5% for all investigated configurations and measured depths.
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Affiliation(s)
- Andrew Dipuglia
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Matthew Cameron
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Jeremy A Davis
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Iwan M Cornelius
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Andrew W Stevenson
- CSIRO, Clayton, 3168, Australia
- Imaging and Medical Beamline, ANSTO/Australian Synchrotron, Melbourne, 3168, Australia
| | - Anatoly B Rosenfeld
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Marco Petasecca
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Stéphanie Corde
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
- Department of Radiation Oncology, Prince of Wales Hospital, Randwick, 2031, Australia
| | - Susanna Guatelli
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia
| | - Michael L F Lerch
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, 2522, Australia.
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22
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Locomotion and eating behavior changes in Yucatan minipigs after unilateral radio-induced ablation of the caudate nucleus. Sci Rep 2019; 9:17082. [PMID: 31745153 PMCID: PMC6863900 DOI: 10.1038/s41598-019-53518-2] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/31/2019] [Accepted: 10/28/2019] [Indexed: 11/27/2022] Open
Abstract
The functional roles of the Caudate nucleus (Cd) are well known. Selective Cd lesions can be found in neurological disorders. However, little is known about the dynamics of the behavioral changes during progressive Cd ablation. Current stereotactic radiosurgery technologies allow the progressive ablation of a brain region with limited adverse effects in surrounding normal tissues. This could be of high interest for the study of the modified behavioral functions in relation with the degree of impairment of the brain structures. Using hypofractionated stereotactic radiotherapy combined with synchrotron microbeam radiation, we investigated, during one year after irradiation, the effects of unilateral radio-ablation of the right Cd on the behavior of Yucatan minipigs. The right Cd was irradiated to a minimal dose of 35.5 Gy delivered in three fractions. MRI-based morphological brain integrity and behavioral functions, i.e. locomotion, motivation/hedonism were assessed. We detected a progressive radio-necrosis leading to a quasi-total ablation one year after irradiation, with an additional alteration of surrounding areas. Transitory changes in the motivation/hedonism were firstly detected, then on locomotion, suggesting the influence of different compensatory mechanisms depending on the functions related to Cd and possibly some surrounding areas. We concluded that early behavioral changes related to eating functions are relevant markers for the early detection of ongoing lesions occurring in Cd-related neurological disorders.
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23
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Aboulbanine Z, Khayati NE. A theoretical multileaf collimator model for fast Monte Carlo dose calculation of linac 6/10 MV photon beams. Biomed Phys Eng Express 2019. [DOI: 10.1088/2057-1976/ab3510] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
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24
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Eling L, Bouchet A, Nemoz C, Djonov V, Balosso J, Laissue J, Bräuer-Krisch E, Adam JF, Serduc R. Ultra high dose rate Synchrotron Microbeam Radiation Therapy. Preclinical evidence in view of a clinical transfer. Radiother Oncol 2019; 139:56-61. [PMID: 31307824 DOI: 10.1016/j.radonc.2019.06.030] [Citation(s) in RCA: 31] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/21/2018] [Revised: 06/11/2019] [Accepted: 06/17/2019] [Indexed: 12/21/2022]
Abstract
This paper reviews the current state of the art of an emerging form of radiosurgery dedicated to brain tumour treatment and which operates at very high dose rate (kGy·s-1). Microbeam Radiation Therapy uses synchrotron-generated X-rays which triggered normal tissue sparing partially mediated by FLASH effect.
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Affiliation(s)
- Laura Eling
- Inserm UA7, Synchrotron Radiation for Biomedical Research (STROBE), Université Grenoble Alpes - ID17, Installation Européenne du Rayonnement Synchrotron (ESRF) CS 40220, Grenoble Cedex 9, France
| | - Audrey Bouchet
- Inserm UA7, Synchrotron Radiation for Biomedical Research (STROBE), Université Grenoble Alpes - ID17, Installation Européenne du Rayonnement Synchrotron (ESRF) CS 40220, Grenoble Cedex 9, France
| | | | | | | | | | | | - Jean Francois Adam
- Inserm UA7, Synchrotron Radiation for Biomedical Research (STROBE), Université Grenoble Alpes - ID17, Installation Européenne du Rayonnement Synchrotron (ESRF) CS 40220, Grenoble Cedex 9, France
| | - Raphael Serduc
- Inserm UA7, Synchrotron Radiation for Biomedical Research (STROBE), Université Grenoble Alpes - ID17, Installation Européenne du Rayonnement Synchrotron (ESRF) CS 40220, Grenoble Cedex 9, France.
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25
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Identifying optimal clinical scenarios for synchrotron microbeam radiation therapy: A treatment planning study. Phys Med 2019; 60:111-119. [DOI: 10.1016/j.ejmp.2019.03.019] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 02/20/2019] [Accepted: 03/19/2019] [Indexed: 12/25/2022] Open
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