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Jakubowski K, Bevitt JJ, Howell N, Dobie C, Sierro F, Garbe U, Olsen S, Stopic A, Franklin DR, Tran LT, Rosenfeld A, Guatelli S, Safavi-Naeini M. A functional digital model of the Dingo thermal neutron imaging beamline. Sci Rep 2025; 15:11233. [PMID: 40175478 PMCID: PMC11965528 DOI: 10.1038/s41598-025-96164-7] [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: 12/15/2024] [Accepted: 03/26/2025] [Indexed: 04/04/2025] Open
Abstract
In this work, we extend our previously published Monte Carlo simulation model of the Dingo thermal neutron beamline at the Australian Centre for Neutron Scattering model by (1) including a sapphire crystal filter in the model, and (2) utilising the NCrystal package to simulate thermal neutron interactions with the crystalline structure. In addition to previous experimental measurements performed in the beamline's high-resolution mode, the beam was experimentally characterised in its high-intensity mode upstream from the sample stage (at the tertiary shutter wall exit) and these measurements were used as inputs for the model. The planar neutron distributions were optimised at both the sample stage and tertiary shutter wall exit, and model predictions were validated against experimental gold wire activation measurements. For both configurations-with and without the sapphire filter-we measured neutron fluxes, and performed neutron activation analysis using 11 materials to improve the accuracy of the neutron spectrum in the model relative to the original version. Using the optimised spectrum, we simulated out-of-beam neutron spectra that were further used as the initial input in unfolding code to explore the capability of the current solution to accurately reproduce the experimental results. The normalised neutron planar distribution from the simulation was on average within 2% at the centre, and 6% and 24% at the penumbra of the experimental results at the tertiary shutter wall exit and sample stage, respectively. The specific activities predicted by the refined model were within an average of 13% and 5% of the experimentally measured activities with and without the sapphire filter, respectively. We observed a decrease of around 45% in thermal neutron flux when the sapphire filter is used, which has been reproduced by the model. The maximum value of the logarithm of the ratio of simulated to experimental out-of-beam neutron spectra across 8 locations was 0.6 compared to 2.0 in the previous work, resulting in an average normalised root mean squared error between the unfolded spectrum and experimental measurements of 5% and 9% with and without the filter, respectively. Without the sapphire filter, the optimised predicted in-beam neutron spectrum consists of around 59% thermal, 21% epithermal and 20% fast neutrons, while the addition of the filter provides an almost pure (approximately 98%) thermal neutron beam.
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Affiliation(s)
- Klaudiusz Jakubowski
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW, 2522, Australia
| | - Joseph J Bevitt
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Nicholas Howell
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Chris Dobie
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Frederic Sierro
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Ulf Garbe
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Scott Olsen
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Attila Stopic
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia
| | - Daniel R Franklin
- School of Electrical and Data Engineering, University of Technology Sydney, Sydney, NSW, 2007, Australia
| | - Linh T Tran
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW, 2522, Australia
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW, 2522, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW, 2522, Australia
| | - Mitra Safavi-Naeini
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, NSW, 2234, Australia.
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW, 2522, Australia.
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Brás M, Freitas H, Gonçalves P, Seco J. In vivo dosimetry for proton therapy: A Monte Carlo study of the Gadolinium spectral response throughout the course of treatment. Med Phys 2025; 52:2412-2424. [PMID: 39838583 PMCID: PMC11972047 DOI: 10.1002/mp.17625] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/20/2024] [Revised: 12/03/2024] [Accepted: 12/22/2024] [Indexed: 01/23/2025] Open
Abstract
BACKGROUND In proton radiotherapy, the steep dose deposition profile near the end of the proton's track, the Bragg peak, ensures a more conformed deposition of dose to the tumor region when compared with conventional radiotherapy while reducing the probability of normal tissue complications. However, uncertainties, as in the proton range, patient geometry, and positioning pose challenges to the precise and secure delivery of the treatment plan (TP). In vivo range determination and dose distribution are pivotal for mitigation of uncertainties, opening the possibility to reduce uncertainty margins and for adaptation of the TP. PURPOSE This study aims to explore the feasibility of utilizing gadolinium (Gd), a highly used contrast agent in MRI, as a surrogate for in vivo dosimetry during the course of scanning proton therapy, tracking the delivery of a TP and the impact of uncertainties intra- and inter-fraction in the course of treatment. METHODS Monte Carlo simulations (Geant4 11.1.1) were performed, where a Gd-filled volume was placed within a water phantom and underwent treatment with a scanning proton TP delivering 4 Gy. The secondary photons emitted upon proton-Gd interaction were recorded and assessed for various tumor displacements. The spectral response of Gd to each pencil beam irradiation is therefore used as a surrogate for dose measurements during treatment. RESULTS Results show that the deposited dose at the target volume can be tracked for each TP scanning point by correlating it with the recorded Gd signal. The analyzed Gd spectral line corresponded to the characteristic X-rayk α $\text{k}_\alpha$ line at 43 keV. Displacements from the planned geometry could be distinguished by observing changes in the Gd signal induced by each pencil beam. Moreover, the total 43 keV signal recorded subsequently to the full TP delivery reflected deviations from the planned integral dose to the target. CONCLUSIONS The study suggests that the spectral response of a Gd-based contrast agent can be used for in vivo dosimetry, providing insights into the TP delivery. The Gd 43 keV spectral line was correlated with the dose at the tumor, its volume, and its position. Other variables that can impact the method, such as the kinetic energy of the incident protons and Gd concentration in the target were also discussed.
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Affiliation(s)
- Mariana Brás
- German Cancer Research CentreHeidelbergGermany
- Laboratório de Intrumentação e Física Experimental de PartículasLisbonPortugal
- Department of PhysicsInstituto Superior Técnico University of LisbonLisbonPortugal
| | - Hugo Freitas
- German Cancer Research CentreHeidelbergGermany
- Department of Physics and AstronomyUniversity of HeidelbergHeidelbergGermany
| | - Patrícia Gonçalves
- Laboratório de Intrumentação e Física Experimental de PartículasLisbonPortugal
- Department of PhysicsInstituto Superior Técnico University of LisbonLisbonPortugal
| | - João Seco
- German Cancer Research CentreHeidelbergGermany
- Department of Physics and AstronomyUniversity of HeidelbergHeidelbergGermany
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Jacobsen V, Pan VA, Tran LT, Vohradsky J, Bønnelykke J, Schmidt Herø C, Johansen JG, Tobias Frederiksen A, Singers Sørensen B, Busk M, Sauerwein WAG, Rosenfeld AB, Bassler N. In-vitroand microdosimetric study of proton boron capture therapy and neutron capture enhanced proton therapy. Phys Med Biol 2025; 70:055008. [PMID: 39899981 DOI: 10.1088/1361-6560/adb199] [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: 11/25/2024] [Accepted: 02/03/2025] [Indexed: 02/05/2025]
Abstract
Objective.The clinical advantage of proton therapy, compared to other types of irradiations, lies in its reduced dose to normal tissue. Still, proton therapy faces challenges of normal tissue toxicity and radioresistant tumors. To combat these challenges, proton boron capture therapy (PBCT) and neutron capture enhanced particle therapy (NCEPT) were proposed to introduce high-LET radiation in the target volume.Approach. In this work, we performedin-vitroexperiments with a V79 cell line to validate PBCT and introduced a novel approach to use NCEPT in proton therapy. We quantified the effectiveness of PBCT and NCEPT with microdosimetric measurements, Monte-Carlo simulations and microdosimetric kinetic RBE model (MKM).Main results. No RBE increase was observed for PBCT. With the use of a tungsten spallation source, enough neutrons were generated in the incoming proton beam to measure significant neutron capture in the microdosimeter. However, no significant increase of RBE was detected when conventionalin vitroprotocol was followed. The resulting cell deactivation based RBE for NCEPT was found to be heavily dependent on which criteria was used to determine surviving colonies.Significance. PBCT and NCEPT are two proposed treatment modalities that may have the potential to expand the cases in which proton therapy can be beneficial. Understanding the scope of these treatment methods and developing measurement protocols to evaluate and understand their RBE impact are the first step to quantify their potential in clinical context.
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Affiliation(s)
- Villads Jacobsen
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | - Vladimir A Pan
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - Linh T Tran
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - James Vohradsky
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | | | | | - Jacob G Johansen
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
| | | | - Brita Singers Sørensen
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
| | - Morten Busk
- Department of Experimental Clinical Oncology, Aarhus University Hospital, Aarhus, Denmark
| | | | - Anatoly B Rosenfeld
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - Niels Bassler
- Department of Clinical Medicine, Aarhus University Hospital, Aarhus, Denmark
- Danish Centre for Particle Therapy, Aarhus University Hospital, Aarhus, Denmark
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Kielly M, Chacon A, Caracciolo A, Bolst D, Rosenfeld A, Carminati M, Fiorini C, Franklin DR, Guatelli S, Safavi-Naeini M. An exploratory study of shielding strategies for boron neutron capture discrimination in 10B Neutron Capture Enhanced Particle Therapy. Phys Med 2025; 129:104866. [PMID: 39671906 DOI: 10.1016/j.ejmp.2024.104866] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/07/2024] [Revised: 09/09/2024] [Accepted: 11/30/2024] [Indexed: 12/15/2024] Open
Abstract
PURPOSE To evaluate the impact of a range of shielding strategies on the rate of false positive detections by a simulated detector for application in Neutron Capture Enhanced Particle Therapy (NCEPT). METHODS In this work, we extend a previously published method for neutron capture detection and discrimination. A Geant4 Monte Carlo model was designed, with the simulated irradiation of a poly(methyl methacrylate) phantom and cubic 10B insert with carbon and helium ion beams and various shielding configurations. RESULTS In the free-space configuration, shielding the crystal actually decreases the ratio of true/false positive detections (RTF) by more than 50% and increases the activation of the detector. In a closed-space configuration with a model of the beamline neutron fluence, RTF also decreases with shielding, although activation decreases in this case. However, for a detector with boron present in the printed circuit boards (PCBs), shielding with a thin layer of Gd2O3 improves RTF by up to 21%. CONCLUSIONS Shielding of the detector crystal itself is unnecessary as shielding actually degrades discrimination accuracy relative to the unshielded detector. However, if the detector PCBs contain boron, then shielding the electronics provides a valuable increase in overall detector selectivity.
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Affiliation(s)
- Marissa Kielly
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia; Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Andrew Chacon
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia
| | - Anita Caracciolo
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy; Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milano, Italy
| | - David Bolst
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Marco Carminati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy; Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milano, Italy
| | - Carlo Fiorini
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milano, Italy; Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milano, Italy
| | - Daniel R Franklin
- School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Mitra Safavi-Naeini
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia.
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Shiba S, Shimo T, Yamanaka M, Yagihashi T, Sakai M, Ohno T, Tokuuye K, Omura M. Increased cell killing effect in neutron capture enhanced proton beam therapy. Sci Rep 2024; 14:28484. [PMID: 39557960 PMCID: PMC11574088 DOI: 10.1038/s41598-024-79045-3] [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: 03/28/2024] [Accepted: 11/05/2024] [Indexed: 11/20/2024] Open
Abstract
Thermal neutrons generated in the body during proton beam therapy (PBT) can be used to cause boron neutron capture reactions and have recently been proposed as neutron capture enhanced PBT (NCEPBT). However, the cell killing effect of NCEPBT remains underexplored. Here, we show an increase in the cell killing effect of NCEPBT. Using Monte Carlo simulations, we showed that neutrons generated by proton beam irradiation are uniformly spread on tissue culture plates. Human salivary gland tumor cell line (HSG), human osteosarcoma cell line (MG63), human tongue squamous cell carcinoma cell line (SAS), and human malignant melanoma cell line (G-361) were irradiated with X-rays, proton beams, and proton beams with 10B-enriched boronophenylalanine (boron concentration of 20 and 80 ppm). The relative biological effectiveness (RBE) values of proton beams alone, proton beams with 20 ppm boron, and proton beams with 80 ppm boron for HSG, MG63, SAS, and G-361 were 1.02, 1.07, and 1.23; 1.01, 1.08, and 1.44; 1.05, 1.09, and 1.46; and 1.04, 1.13, and 1.63, respectively. NCEPBT with high boron concentration showed high RBE and a high sensitizing effect. Our results confirm an increase in the cell killing effect of NCEPBT, should aid in its clinical use, and warrant its further investigation.
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Affiliation(s)
- Shintaro Shiba
- Department of Radiation Oncology, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan.
- Department of Radiation Oncology, Gunma University Graduate School of Medicine, 3-39-22, Showa-machi, Maebashi, Gunma, Japan.
- Radiological Research Division, Shonan Research Institute of Innovative Medicine, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan.
| | - Takahiro Shimo
- Department of Medical Physics, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan
| | - Masashi Yamanaka
- Department of Medical Physics, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan
| | - Takayuki Yagihashi
- Department of Medical Physics, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan
| | - Makoto Sakai
- Department of Radiation Oncology, Gunma University Graduate School of Medicine, 3-39-22, Showa-machi, Maebashi, Gunma, Japan
- Department of Medical Physics, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan
| | - Tatsuya Ohno
- Department of Radiation Oncology, Gunma University Graduate School of Medicine, 3-39-22, Showa-machi, Maebashi, Gunma, Japan
| | - Koichi Tokuuye
- Department of Radiation Oncology, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan
| | - Motoko Omura
- Department of Radiation Oncology, Shonan Kamakura General Hospital, 1370-1, Okamoto, Kamakura, Kanagawa, 247-8533, Japan
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Tabbakh F. Significance of the proton energy loss mechanism to gold nanoparticles in proton therapy: a Geant4 simulation. Sci Rep 2024; 14:24978. [PMID: 39443616 PMCID: PMC11499847 DOI: 10.1038/s41598-024-76244-w] [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: 06/13/2024] [Accepted: 10/11/2024] [Indexed: 10/25/2024] Open
Abstract
The biological effectiveness in proton therapy is only slightly greater than of the treatment by X-ray and hence, many researches have suggested the use of gold nanoparticles for increasing the ionization interactions to produce more secondary electrons and elevate the yield of DNA damage. But the ionization interactions also lead to protons energy loss inside the nanoparticles. The present study shows that, the protons slowed-down by High-Z nanoparticles are responsible for dose enhancement rather than the produced secondary electrons. To this purpose, using Geant4 Monte Carlo tool, one million nanoparticles distributed in a proton irradiated volume and variation of the proton's spectra and the dose related to this variation has been demonstrated. It was found that, the elevation in proton's LET values when passing through the gold nanoparticles will lead to a more significant dose enhancement than the increased dose due to the extra secondary electrons. Also, it was found that, the mechanism of protons slowing-down by gold nanoparticles has another useful aspect in proton therapy in which, the dose leakage to surrounding healthy tissues will be reduced which must be considered in future investigations more precisely.
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Affiliation(s)
- Farshid Tabbakh
- Plasma and Nuclear Fusion Research School, Nuclear Science and Technology Research Institute, Tehran, Iran, 14155-1339.
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Howell N, Middleton RJ, Sierro F, Fraser BH, Wyatt NA, Chacon A, Bambery KR, Livio E, Dobie C, Bevitt JJ, Davies J, Dosseto A, Franklin DR, Garbe U, Guatelli S, Hirayama R, Matsufuji N, Mohammadi A, Mutimer K, Rendina LM, Rosenfeld AB, Safavi-Naeini M. Neutron Capture Enhances Dose and Reduces Cancer Cell Viability in and out of Beam During Helium and Carbon Ion Therapy. Int J Radiat Oncol Biol Phys 2024; 120:229-242. [PMID: 38479560 DOI: 10.1016/j.ijrobp.2024.02.052] [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: 05/07/2023] [Revised: 02/10/2024] [Accepted: 02/24/2024] [Indexed: 04/14/2024]
Abstract
PURPOSE Neutron capture enhanced particle therapy (NCEPT) is a proposed augmentation of charged particle therapy that exploits thermal neutrons generated internally, within the treatment volume via nuclear fragmentation, to deliver a biochemically targeted radiation dose to cancer cells. This work is the first experimental demonstration of NCEPT, performed using both carbon and helium ion beams with 2 different targeted neutron capture agents (NCAs). METHODS AND MATERIALS Human glioblastoma cells (T98G) were irradiated by carbon and helium ion beams in the presence of NCAs [10B]-BPA and [157Gd]-DOTA-TPP. Cells were positioned within a polymethyl methacrylate phantom either laterally adjacent to or within a 100 × 100 × 60 mm spread out Bragg peak (SOBP). The effect of NCAs and location relative to the SOBP on the cells was measured by cell growth and survival assays in 6 independent experiments. Neutron fluence within the phantom was characterized by quantifying the neutron activation of gold foil. RESULTS Cells placed inside the treatment volume reached 10% survival by 2 Gy of carbon or 2 to 3 Gy of helium in the presence of NCAs compared with 5 Gy of carbon and 7 Gy of helium with no NCA. Cells placed adjacent to the treatment volume showed a dose-dependent decrease in cell growth when treated with NCAs, reaching 10% survival by 6 Gy of carbon or helium (to the treatment volume), compared with no detectable effect on cells without NCA. The mean thermal neutron fluence at the center of the SOBP was approximately 2.2 × 109 n/cm2/Gy (relative biological effectiveness) for the carbon beam and 5.8 × 109 n/cm2/Gy (relative biological effectiveness) for the helium beam and gradually decreased in all directions. CONCLUSIONS The addition of NCAs to cancer cells during carbon and helium beam irradiation has a measurable effect on cell survival and growth in vitro. Through the capture of internally generated neutrons, NCEPT introduces the concept of a biochemically targeted radiation dose to charged particle therapy. NCEPT enables the established pharmaceuticals and concepts of neutron capture therapy to be applied to a wider range of deeply situated and diffuse tumors, by targeting this dose to microinfiltrates and cells outside of defined treatment regions. These results also demonstrate the potential for NCEPT to provide an increased dose to tumor tissue within the treatment volume, with a reduction in radiation doses to off-target tissue.
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Affiliation(s)
- Nicholas Howell
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Ryan J Middleton
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Frederic Sierro
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Benjamin H Fraser
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Naomi A Wyatt
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Andrew Chacon
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Keith R Bambery
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Elle Livio
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Christopher Dobie
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Joseph J Bevitt
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Justin Davies
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Anthony Dosseto
- Wollongong Isotope Geochronology Laboratory, School of Earth, Atmospheric and Life Sciences, University of Wollongong, Wollongong, Australia
| | - Daniel R Franklin
- School of Electrical and Data Engineering, University of Technology Sydney, Ultimo, Australia
| | - Ulf Garbe
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Ryoichi Hirayama
- National Institutes for Quantum Sciences and Technology, Chiba, Japan
| | | | - Akram Mohammadi
- National Institutes for Quantum Sciences and Technology, Chiba, Japan
| | - Karl Mutimer
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia
| | - Louis M Rendina
- School of Chemistry, The University of Sydney, Sydney, Australia; The University of Sydney Nano Institute, Sydney, Australia
| | - Anatoly B Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Mitra Safavi-Naeini
- Australian Nuclear Science and Technology Organisation, Lucas Heights, Australia; Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia.
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8
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Jelínek Michaelidesová A, Kundrát P, Zahradníček O, Danilová I, Pachnerová Brabcová K, Vachelová J, Vilimovský J, David M, Vondráček V, Davídková M. First independent validation of the proton-boron capture therapy concept. Sci Rep 2024; 14:19264. [PMID: 39164312 PMCID: PMC11335746 DOI: 10.1038/s41598-024-69370-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2024] [Accepted: 08/05/2024] [Indexed: 08/22/2024] Open
Abstract
Boron has been suggested to enhance the biological effectiveness of proton beams in the Bragg peak region via the p + 11B → 3α nuclear capture reaction. However, a number of groups have observed no such enhancement in vitro or questioned its proposed mechanism recently. To help elucidate this phenomenon, we irradiated DU145 prostate cancer or U-87 MG glioblastoma cells by clinical 190 MeV proton beams in plateau or Bragg peak regions with or without 10B or 11B isotopes added as sodium mercaptododecaborate (BSH). The results demonstrate that 11B but not 10B or other components of the BSH molecule enhance cell killing by proton beams. The enhancement occurs selectively in the Bragg peak region, is present for boron concentrations as low as 40 ppm, and is not due to secondary neutrons. The enhancement is likely initiated by proton-boron capture reactions producing three alpha particles, which are rare events occurring in a few cells only, and their effects are amplified by intercellular communication to a population-level response. The observed up to 2-3-fold reductions in survival levels upon the presence of boron for the studied prostate cancer or glioblastoma cells suggest promising clinical applications for these tumour types.
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Affiliation(s)
- Anna Jelínek Michaelidesová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec - Řež 130, 250 68, Řež, Czech Republic
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Břehová 78/7, 115 19, Prague, Czech Republic
| | - Pavel Kundrát
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec - Řež 130, 250 68, Řež, Czech Republic
| | - Oldřich Zahradníček
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec - Řež 130, 250 68, Řež, Czech Republic
| | - Irina Danilová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec - Řež 130, 250 68, Řež, Czech Republic
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Břehová 78/7, 115 19, Prague, Czech Republic
| | | | - Jana Vachelová
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec - Řež 130, 250 68, Řež, Czech Republic
| | - Jan Vilimovský
- Proton Therapy Center Czech, Prague, Budínova 2437/1a, 180 00, Prague, Czech Republic
| | - Miroslav David
- Thomayer University Hospital, Vídeňská 800, 140 59, Prague, Czech Republic
| | - Vladimír Vondráček
- Proton Therapy Center Czech, Prague, Budínova 2437/1a, 180 00, Prague, Czech Republic
- Thomayer University Hospital, Vídeňská 800, 140 59, Prague, Czech Republic
| | - Marie Davídková
- Nuclear Physics Institute of the Czech Academy of Sciences, Husinec - Řež 130, 250 68, Řež, Czech Republic.
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9
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Leśnikowski ZJ, Ekholm F, Hosmane NS, Kellert M, Matsuura E, Nakamura H, Olejniczak AB, Panza L, Rendina LM, Sauerwein WAG. Early Stage In Vitro Bioprofiling of Potential Low-Molecular-Weight Organoboron Compounds for Boron Neutron Capture Therapy (BNCT)-Proposal for a Guide. Cells 2024; 13:798. [PMID: 38786022 PMCID: PMC11119693 DOI: 10.3390/cells13100798] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2024] [Revised: 04/24/2024] [Accepted: 05/03/2024] [Indexed: 05/25/2024] Open
Abstract
Given the renewed interest in boron neutron capture therapy (BNCT) and the intensified search for improved boron carriers, as well as the difficulties of coherently comparing the carriers described so far, it seems necessary to define a basic set of assays and standardized methods to be used in the early stages of boron carrier development in vitro. The selection of assays and corresponding methods is based on the practical experience of the authors and is certainly not exhaustive, but open to discussion. The proposed tests/characteristics: Solubility, lipophilicity, stability, cytotoxicity, and cellular uptake apply to both low molecular weight (up to 500 Da) and high molecular weight (5000 Da and more) boron carriers. However, the specific methods have been selected primarily for low molecular weight boron carriers; in the case of high molecular weight compounds, some of the methods may need to be adapted.
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Affiliation(s)
- Zbigniew J. Leśnikowski
- Laboratory of Medicinal Chemistry, Institute of Medical Biology PAS, Lodowa 106, 93-232 Lodz, Poland
| | - Filip Ekholm
- Department of Chemistry, University of Helsinki, P.O. Box 55, FI-00014 Helsinki, Finland;
| | - Narayan S. Hosmane
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, IL 60115, USA;
| | - Martin Kellert
- Deutsche Gesellschaft für Bor-Neutroneneinfangtherapie DGBNCT e.V., University Hospital Essen, 45122 Essen, Germany; (M.K.); (L.P.)
| | - Eiji Matsuura
- Graduate School of Interdisciplinary Science and Engineering in Health Systems, Okayama University, Okayama 700-0005, Japan;
| | - Hiroyuki Nakamura
- Laboratory for Chemistry and Life Science, Institute of Innovative Research, Tokyo Institute of Technology, Yokohama 226-8501, Japan;
| | | | - Luigi Panza
- Deutsche Gesellschaft für Bor-Neutroneneinfangtherapie DGBNCT e.V., University Hospital Essen, 45122 Essen, Germany; (M.K.); (L.P.)
- Dipartimento di Scienze del Farmaco, Università degli Studi del Piemonte Orientale “A. Avogadro”, L.go Donegani, 2/3-28100 Novara, Italy
| | - Louis M. Rendina
- School of Chemistry, The University of Sydney, Sydney, NSW 2006, Australia;
| | - Wolfgang A. G. Sauerwein
- Deutsche Gesellschaft für Bor-Neutroneneinfangtherapie DGBNCT e.V., University Hospital Essen, 45122 Essen, Germany; (M.K.); (L.P.)
- Department of Radiation Oncology, University Hospital Essen, University Duisburg-Essen, 45122 Essen, Germany
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10
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Mietelska M, Pietrzak M, Bancer A, Ruciński A, Szefliński Z, Brzozowska B. Ionization Detail Parameters for DNA Damage Evaluation in Charged Particle Radiotherapy: Simulation Study Based on Cell Survival Database. Int J Mol Sci 2024; 25:5094. [PMID: 38791135 PMCID: PMC11121214 DOI: 10.3390/ijms25105094] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2024] [Revised: 04/28/2024] [Accepted: 05/03/2024] [Indexed: 05/26/2024] Open
Abstract
Details of excitation and ionization acts hide a description of the biological effects of charged particle traversal through living tissue. Nanodosimetry enables the introduction of novel quantities that characterize and quantify the particle track structure while also serving as a foundation for assessing biological effects based on this quantification. This presents an opportunity to enhance the planning of charged particle radiotherapy by taking into account the ionization detail. This work uses Monte Carlo simulations with Geant4-DNA code for a wide variety of charged particles and their radiation qualities to analyze the distribution of ionization cluster sizes within nanometer-scale volumes, similar to DNA diameter. By correlating these results with biological parameters extracted from the PIDE database for the V79 cell line, a novel parameter R2 based on ionization details is proposed for the evaluation of radiation quality in terms of biological consequences, i.e., radiobiological cross section for inactivation. By incorporating the probability p of sub-lethal damage caused by a single ionization, we address limitations associated with the usually proposed nanodosimetric parameter Fk for characterizing the biological effects of radiation. We show that the new parameter R2 correlates well with radiobiological data and can be used to predict biological outcomes.
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Affiliation(s)
- Monika Mietelska
- Biomedical Physics Division, Institute of Experimental Physics, Faculty of Physics, University of Warsaw, 02-093 Warsaw, Poland;
- Radiological Metrology and Biomedical Physics Division, Nuclear Facilities Operations Department, National Centre for Nuclear Research, 05-400 Świerk, Poland; (M.P.); (A.B.)
| | - Marcin Pietrzak
- Radiological Metrology and Biomedical Physics Division, Nuclear Facilities Operations Department, National Centre for Nuclear Research, 05-400 Świerk, Poland; (M.P.); (A.B.)
- Laboratory of Translational Imaging in Oncology, Inserm, Institut Curie, Université Paris Saclay, 91401 Orsay, France
| | - Aleksandr Bancer
- Radiological Metrology and Biomedical Physics Division, Nuclear Facilities Operations Department, National Centre for Nuclear Research, 05-400 Świerk, Poland; (M.P.); (A.B.)
| | | | | | - Beata Brzozowska
- Biomedical Physics Division, Institute of Experimental Physics, Faculty of Physics, University of Warsaw, 02-093 Warsaw, Poland;
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11
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Shamsabadi R, Baghani HR. Impact of gadolinium concentration and cell oxygen levels on radiobiological characteristics of gadolinium neutron capture therapy technique in brain tumor treatment. Radiol Phys Technol 2024; 17:135-142. [PMID: 37989987 DOI: 10.1007/s12194-023-00758-7] [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: 08/28/2023] [Revised: 10/14/2023] [Accepted: 10/18/2023] [Indexed: 11/23/2023]
Abstract
Neutron capture therapy (NCT) with various concentrations of gadolinium (157Gd) is one of the treatment modalities for glioblastoma (GBM) tumors. Current study aims to evaluate how variations of 157Gd concentration and cell oxygen levels can affect the relative biological effectiveness (RBE) of gadolinium neutron capture therapy (GdNCT) technique through a hybrid Monte Carlo (MC) simulation approach. At first, Snyder phantom including a spherical tumor was simulated by Geant4 MC code and relevant energy electron spectra to different 157Gd concentrations including 100, 250, 500, and 1000 ppm were calculated following the neutron irradiation of simulated phantom. Scored energy electron spectra were then imported to Monte Carlo damage simulation (MCDS) code to estimate RBE values (both RBESSB and RBEDSB) at different gadolinium concentrations and oxygen levels from 10 to 100%. The results indicate that variations of 157Gd can affect the energy spectrum of released secondary electrons including Auger electrons. Variation of gadolinium concentration from 100 to 1000 ppm in tumor region can change RBESSB and RBEDSB values by about 0.1% and 0.5%, respectively. Besides, maximum variations of 4.3% and 2% were calculated for RBEDSB and RBESSB when cell oxygen level changed from 10 to 100%. From the results, variations of considered gadolinium and oxygen concentrations during GdNCT can influence RBE values. Nevertheless, due to the not remarkable changes in the intensity of Auger electrons, a slight difference in RBE values would be expected at various 157Gd concentrations, although considerable RBE changes were calculated relevant to the oxygen alternations inside tumor tissue.
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Affiliation(s)
- Reza Shamsabadi
- Physics Department, Hakim Sabzevari University, Daneshgah Blvd, P.O. 9617976487, Sabzevar, Iran
| | - Hamid Reza Baghani
- Physics Department, Hakim Sabzevari University, Daneshgah Blvd, P.O. 9617976487, Sabzevar, Iran.
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12
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Kielly M, Caracciolo A, Chacon A, Vohradsky J, Di Vita D, Hamato A, Tashima H, Franklin DR, Yamaya T, Rosenfeld A, Carminati M, Fiorini C, Guatelli S, Safavi-Naeini M. First experimental demonstration of real-time neutron capture discrimination in helium and carbon ion therapy. Sci Rep 2024; 14:2601. [PMID: 38297114 PMCID: PMC10831067 DOI: 10.1038/s41598-024-52162-9] [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: 07/13/2023] [Accepted: 01/15/2024] [Indexed: 02/02/2024] Open
Abstract
This work provides the first experimental proof of an increased neutron capture photon signal following the introduction of boron to a PMMA phantom during helium and carbon ion therapies in Neutron Capture Enhanced Particle Therapy (NCEPT). NCEPT leverages [Formula: see text]B neutron capture, leading to the emission of detectable 478 keV photons. Experiments were performed at the Heavy Ion Medical Accelerator in Chiba, Japan, with two Poly(methyl methacrylate) (PMMA) targets, one bearing a boron insert. The BeNEdiCTE gamma-ray detector measured an increase in the 478 keV signal of 45 ± 7% and 26 ± 2% for carbon and helium ion irradiation, respectively. Our Geant4 Monte Carlo simulation model, developed to investigate photon origins, found less than 30% of detected photons originated from the insert, while boron in the detector's circuit boards contributed over 65%. Further, the model investigated detector sensitivity, establishing its capability to record a 10% increase in 478 keV photon detection at a target [Formula: see text]B concentration of 500 ppm using spectral windowing alone, and 25% when combined with temporal windowing. The linear response extended to concentrations up to 20,000 ppm. The increase in the signal in all evaluated cases confirm the potential of the proposed detector design for neutron capture quantification in NCEPT.
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Affiliation(s)
- Marissa Kielly
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Anita Caracciolo
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Andrew Chacon
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia
| | - James Vohradsky
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Davide Di Vita
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Akram Hamato
- Imaging Physics Group, Department of Advanced Nuclear Medicine Sciences, National Institutes for Quantum Science and Technology (QST), Inage-ku, Chiba, Japan
| | - Hideaki Tashima
- Imaging Physics Group, Department of Advanced Nuclear Medicine Sciences, National Institutes for Quantum Science and Technology (QST), Inage-ku, Chiba, Japan
| | - Daniel R Franklin
- School of Electrical and Data Engineering, University of Technology Sydney, Sydney, Australia
| | - Taiga Yamaya
- Imaging Physics Group, Department of Advanced Nuclear Medicine Sciences, National Institutes for Quantum Science and Technology (QST), Inage-ku, Chiba, Japan
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Marco Carminati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Carlo Fiorini
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Mitra Safavi-Naeini
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia.
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13
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Jakubowski K, Chacon A, Tran LT, Stopic A, Garbe U, Bevitt J, Olsen S, Franklin DR, Rosenfeld A, Guatelli S, Safavi-Naeini M. A Monte Carlo model of the Dingo thermal neutron imaging beamline. Sci Rep 2023; 13:17415. [PMID: 37833371 PMCID: PMC10575880 DOI: 10.1038/s41598-023-44035-4] [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: 04/24/2023] [Accepted: 10/03/2023] [Indexed: 10/15/2023] Open
Abstract
In this study, we present a validated Geant4 Monte Carlo simulation model of the Dingo thermal neutron imaging beamline at the Australian Centre for Neutron Scattering. The model, constructed using CAD drawings of the entire beam transport path and shielding structures, is designed to precisely predict the in-beam neutron field at the position at the sample irradiation stage. The model's performance was assessed by comparing simulation results to various experimental measurements, including planar thermal neutron distribution obtained in-beam using gold foil activation and [Formula: see text]B[Formula: see text]C-coated microdosimeters and the out-of-beam neutron spectra measured with Bonner spheres. The simulation results demonstrated that the predicted neutron fluence at the field's centre is within 8.1% and 2.1% of the gold foil and [Formula: see text]B[Formula: see text]C-coated microdosimeter measurements, respectively. The logarithms of the ratios of average simulated to experimental fluences in the thermal (E[Formula: see text] 0.414 eV), epithermal (0.414 eV < E[Formula: see text] 11.7 keV) and fast (E[Formula: see text] 11.7 keV) spectral regions were approximately - 0.03 to + 0.1, - 0.2 to + 0.15, and - 0.4 to + 0.2, respectively. Furthermore, the predicted thermal, epithermal and fast neutron components in-beam at the sample stage position constituted approximately 18%, 64% and 18% of the total neutron fluence.
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Affiliation(s)
- Klaudiusz Jakubowski
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2522, Australia
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia
| | - Andrew Chacon
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia
| | - Linh T Tran
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Attila Stopic
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia
| | - Ulf Garbe
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia
| | - Joseph Bevitt
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia
| | - Scott Olsen
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia
| | - Daniel R Franklin
- School of Electrical and Data Engineering, University of Technology Sydney, Sydney, NSW 2007, Australia
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Mitra Safavi-Naeini
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, NSW 2522, Australia.
- Australian Nuclear Science and Technology Organisation, Sydney, NSW 2234, Australia.
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14
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Oancea C, Solc J, Bourgouin A, Granja C, Jakubek J, Pivec J, Riemer F, Vykydal Z, Worm S, Marek L. Thermal neutron detection and track recognition method in reference and out-of-field radiotherapy FLASH electron fields using Timepix3 detectors. Phys Med Biol 2023; 68:185017. [PMID: 37607560 DOI: 10.1088/1361-6560/acf2e1] [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: 02/28/2023] [Accepted: 08/22/2023] [Indexed: 08/24/2023]
Abstract
Objective.This work presents a method for enhanced detection, imaging, and measurement of the thermal neutron flux.Approach. Measurements were performed in a water tank, while the detector is positioned out-of-field of a 20 MeV ultra-high pulse dose rate electron beam. A semiconductor pixel detector Timepix3 with a silicon sensor partially covered by a6LiF neutron converter was used to measure the flux, spatial, and time characteristics of the neutron field. To provide absolute measurements of thermal neutron flux, the detection efficiency calibration of the detectors was performed in a reference thermal neutron field. Neutron signals are recognized and discriminated against other particles such as gamma rays and x-rays. This is achieved by the resolving power of the pixel detector using machine learning algorithms and high-resolution pattern recognition analysis of the high-energy tracks created by thermal neutron interactions in the converter.Main results. The resulting thermal neutrons equivalent dose was obtained using conversion factor (2.13(10) pSv·cm2) from thermal neutron fluence to thermal neutron equivalent dose obtained by Monte Carlo simulations. The calibrated detectors were used to characterize scattered radiation created by electron beams. The results at 12.0 cm depth in the beam axis inside of the water for a delivered dose per pulse of 1.85 Gy (pulse length of 2.4μs) at the reference depth, showed a contribution of flux of 4.07(8) × 103particles·cm-2·s-1and equivalent dose of 1.73(3) nSv per pulse, which is lower by ∼9 orders of magnitude than the delivered dose.Significance. The presented methodology for in-water measurements and identification of characteristic thermal neutrons tracks serves for the selective quantification of equivalent dose made by thermal neutrons in out-of-field particle therapy.
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Affiliation(s)
- Cristina Oancea
- ADVACAM, U Pergamenky 12, 170 00 Prague 7, Czech Republic
- University of Bucharest, Bucharest, Romania
| | - Jaroslav Solc
- Czech Metrology Institute, Okruzni 31, 638 00 Brno, Czech Republic
| | - Alexandra Bourgouin
- Dosimetry for Radiation Therapy and Diagnostic Radiology, Physikalisch-Technische Bundesanstalt (PTB), Braunschweig, 38116, Germany
| | - Carlos Granja
- ADVACAM, U Pergamenky 12, 170 00 Prague 7, Czech Republic
| | - Jan Jakubek
- ADVACAM, U Pergamenky 12, 170 00 Prague 7, Czech Republic
| | - Jiri Pivec
- ADVACAM, U Pergamenky 12, 170 00 Prague 7, Czech Republic
| | - Felix Riemer
- Deutsches Elektronen-Synchrotron DESY, Platanenallee 6, 15738 Zeuthen, Germany
| | - Zdenek Vykydal
- Czech Metrology Institute, Okruzni 31, 638 00 Brno, Czech Republic
| | - Steven Worm
- Deutsches Elektronen-Synchrotron DESY, Platanenallee 6, 15738 Zeuthen, Germany
| | - Lukas Marek
- ADVACAM, U Pergamenky 12, 170 00 Prague 7, Czech Republic
- Faculty of Mathematics and Physics, Charles University, Prague, Czech Republic
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15
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Velten C, Tomé WA. Reproducibility study of Monte Carlo simulations for nanoparticle dose enhancement and biological modeling of cell survival curves. Biomed Phys Eng Express 2023; 9:045004. [PMID: 37137293 DOI: 10.1088/2057-1976/acd1f1] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/11/2023] [Accepted: 05/03/2023] [Indexed: 05/05/2023]
Abstract
Nanoparticle-derived radiosensitization has been investigated by several groups using Monte Carlo simulations and biological modeling. In this work we replicated the physical simulation and biological modeling of previously published research for 50 nm gold nanoparticles irradiated with monoenergetic photons, various 250 kVp photon spectra, and spread-out Bragg peak (SOBP) protons. Monte Carlo simulations were performed using TOPAS and used condensed history Penelope low energy physics models for macroscopic dose deposition and interaction with the nanoparticle; simulation of the microscopic dose deposition from nanoparticle secondaries was performed using Geant4-DNA track structure physics. Biological modeling of survival fractions was performed using a local effect model-type approach for MDA-MB-231 breast cancer cells. Physical simulation results agreed extraordinarily well at all distances (1 nm to 10μm from nanoparticle) for monoenergetic photons and SOBP protons in terms of dose per interaction, dose kernel ratio (often labeled dose enhancement factor), and secondary electron spectra. For 250 kVp photons the influence of the gold K-edge was investigated and found to appreciably affect the results. Calculated survival fractions similarly agreed well within one order of magnitude at macroscopic doses (i.e. without nanoparticle contribution) from 1 Gy to 10 Gy. Several 250 kVp spectra were tested to find one yielding closest agreement with previous results. This highlights the importance of a detailed description of the low energy (< 150 keV) component of photon spectra used forin-silico, as well asin-vitro, andin-vivostudies to ensure reproducibility of the experiments by the scientific community. Both, Monte Carlo simulations of physical interactions of the nanoparticle with photons and protons, as well as the biological modelling of cell survival curves agreed extraordinarily well with previously published data. Further investigation of the stochastic nature of nanoparticle radiosenstiziation is ongoing.
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Affiliation(s)
- Christian Velten
- Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, United States of America
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY, United States of America
| | - Wolfgang A Tomé
- Department of Radiation Oncology, Montefiore Medical Center, Bronx, NY, United States of America
- Institute for Onco-Physics, Albert Einstein College of Medicine, Bronx, NY, United States of America
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16
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Tabbakh F, Hosmane NS, Tajudin SM, Ghorashi AH, Morshedian N. Using 157Gd doped carbon and 157GdF4 nanoparticles in proton-targeted therapy for effectiveness enhancement and thermal neutron reduction: a simulation study. Sci Rep 2022; 12:17404. [PMID: 36258012 PMCID: PMC9579128 DOI: 10.1038/s41598-022-22429-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 10/14/2022] [Indexed: 01/10/2023] Open
Abstract
There are two major problems in proton therapy. (1) In comparison with the gamma-ray therapy, proton therapy has only ~ 10% greater biological effectiveness, and (2) the risk of the secondary neutrons in proton therapy is another unsolved problem. In this report, the increase of biological effectiveness in proton therapy has been evaluated with better performance than 11B in the presence of two proposed nanomaterials of 157GdF4 and 157Gd doped carbon with the thermal neutron reduction due to the presence of 157Gd isotope. The present study is based on the microanalysis calculations using GEANT4 Monte Carlo tool and GEANT4-DNA package for the strand breaks measurement. It was found that the proposed method will increase the effectiveness corresponding to the alpha particles by more than 100% and also, potentially will decrease the thermal neutrons fluence, significantly. Also, in this work, a discussion is presented on a significant contribution of the secondary alpha particles in total effectiveness in proton therapy.
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Affiliation(s)
- Farshid Tabbakh
- grid.459846.20000 0004 0611 7306Plasma and Nuclear Fusion Research School, Nuclear Science and Technology Research Institute, Tehran, 14155-1339 Iran
| | - Narayan S. Hosmane
- grid.261128.e0000 0000 9003 8934Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, IL 60115-2862 USA
| | - Suffian M. Tajudin
- grid.449643.80000 0000 9358 3479Faculty of Health Sciences, Universiti Sultan Zainal Abidin, Kuala Terengganu, Terengganu Malaysia
| | - Amir-Hossein Ghorashi
- grid.459846.20000 0004 0611 7306Plasma and Nuclear Fusion Research School, Nuclear Science and Technology Research Institute, Tehran, 14155-1339 Iran
| | - Nader Morshedian
- grid.459846.20000 0004 0611 7306Plasma and Nuclear Fusion Research School, Nuclear Science and Technology Research Institute, Tehran, 14155-1339 Iran
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17
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Rutherford H, Saha Turai R, Chacon A, Franklin DR, Mohammadi A, Tashima H, Yamaya T, Parodi K, Rosenfeld AB, Guatelli S, Safavi-Naeini M. An inception network for positron emission tomography based dose estimation in carbon ion therapy. Phys Med Biol 2022; 67. [DOI: 10.1088/1361-6560/ac88b2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 08/10/2022] [Indexed: 11/12/2022]
Abstract
Abstract
Objective. We aim to evaluate a method for estimating 1D physical dose deposition profiles in carbon ion therapy via analysis of dynamic PET images using a deep residual learning convolutional neural network (CNN). The method is validated using Monte Carlo simulations of 12C ion spread-out Bragg peak (SOBP) profiles, and demonstrated with an experimental PET image. Approach. A set of dose deposition and positron annihilation profiles for monoenergetic 12C ion pencil beams in PMMA are first generated using Monte Carlo simulations. From these, a set of random polyenergetic dose and positron annihilation profiles are synthesised and used to train the CNN. Performance is evaluated by generating a second set of simulated 12C ion SOBP profiles (one 116 mm SOBP profile and ten 60 mm SOBP profiles), and using the trained neural network to estimate the dose profile deposited by each beam and the position of the distal edge of the SOBP. Next, the same methods are used to evaluate the network using an experimental PET image, obtained after irradiating a PMMA phantom with a 12C ion beam at QST’s Heavy Ion Medical Accelerator in Chiba facility in Chiba, Japan. The performance of the CNN is compared to that of a recently published iterative technique using the same simulated and experimental 12C SOBP profiles. Main results. The CNN estimated the simulated dose profiles with a mean relative error (MRE) of 0.7% ± 1.0% and the distal edge position with an accuracy of 0.1 mm ± 0.2 mm, and estimate the dose delivered by the experimental 12C ion beam with a MRE of 3.7%, and the distal edge with an accuracy of 1.7 mm. Significance. The CNN was able to produce estimates of the dose distribution with comparable or improved accuracy and computational efficiency compared to the iterative method and other similar PET-based direct dose quantification techniques.
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18
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Kundrát P, Pachnerová Brabcová K, Jelínek Michaelidesová A, Zahradníček O, Danilová I, Štěpán V, Jamborová Z, Davídková M. BORON-ENHANCED BIOLOGICAL EFFECTIVENESS OF PROTON IRRADIATION: STRATEGY TO ASSESS THE UNDERPINNING MECHANISM. RADIATION PROTECTION DOSIMETRY 2022; 198:527-531. [PMID: 36005957 DOI: 10.1093/rpd/ncac093] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/17/2022] [Accepted: 05/22/2022] [Indexed: 06/15/2023]
Abstract
Proton radiotherapy for the treatment of cancer offers an excellent dose distribution. Cellular experiments have shown that in terms of biological effects, the sharp dose distribution is further amplified, by as much as 75%, in the presence of boron. It is a matter of debate whether the underlying physical processes involve the nuclear reaction of 11B with protons or 10B with secondary neutrons, both producing densely ionizing short-ranged particles. Likewise, potential roles of intercellular communication or boron acting as a radiosensitizer are not clear. We present an ongoing research project based on a multiscale approach to elucidate the mechanism by which boron enhances the effectiveness of proton irradiation in the Bragg peak. It combines experimental with simulation tools to study the physics of proton-boron interactions, and to analyze intra- and inter-cellular boron biology upon proton irradiation.
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Affiliation(s)
- Pavel Kundrát
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
| | - Kateřina Pachnerová Brabcová
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
| | - Anna Jelínek Michaelidesová
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Břehová 7, 110 00 Praha 1, Czech Republic
| | - Oldřich Zahradníček
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
| | - Irina Danilová
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Břehová 7, 110 00 Praha 1, Czech Republic
| | - Václav Štěpán
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Břehová 7, 110 00 Praha 1, Czech Republic
| | - Zuzana Jamborová
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
- Faculty of Nuclear Sciences and Physical Engineering, Czech Technical University in Prague, Břehová 7, 110 00 Praha 1, Czech Republic
| | - Marie Davídková
- Department of Radiation Dosimetry, Nuclear Physics Institute of the CAS, Na Truhlářce 39/64, 180 00 Praha 8, Czech Republic
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19
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Seo IH, Lee J, Na D, Kyung H, Yang J, Lee S, Jeon SJ, Choi JW, Lee KY, Yi J, Han J, Yoo M, Kim SH. The Anti-Tumor Effect of Boron Neutron Capture Therapy in Glioblastoma Subcutaneous Xenograft Model Using the Proton Linear Accelerator-Based BNCT System in Korea. Life (Basel) 2022; 12:1264. [PMID: 36013445 PMCID: PMC9410173 DOI: 10.3390/life12081264] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/27/2022] [Revised: 08/16/2022] [Accepted: 08/17/2022] [Indexed: 04/08/2023] Open
Abstract
Boron neutron capture therapy (BNCT) is a radiation therapy that selectively kills cancer cells and is being actively researched and developed around the world. In Korea, development of the proton linear accelerator-based BNCT system has completed development, and its anti-cancer effect in the U-87 MG subcutaneous xenograft model has been evaluated. To evaluate the efficacy of BNCT, we measured 10B-enriched boronophenylalanine (BPA) uptake in U-87 MG, FaDu, and SAS cells and evaluated cell viability by clonogenic assays. In addition, the boron concentration in the tumor, blood, and skin on the U-87 MG xenograft model was measured, and the tumor volume was measured for 4 weeks after BNCT. In vitro, the intracellular boron concentration was highest in the order of SAS, FaDu, and U-87 MG, and cell survival fractions decreased depending on the BPA treatment concentration and neutron irradiation dose. In vivo, the tumor volume was significantly decreased in the BNCT group compared to the control group. This study confirmed the anti-cancer effect of BNCT in the U-87 MG subcutaneous xenograft model. It is expected that the proton linear accelerator-based BNCT system developed in Korea will be a new option for radiation therapy for cancer treatment.
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Affiliation(s)
| | - Jeongwoo Lee
- A-BNCT Center, Dawonmedax, Incheon 21988, Korea
- Department of Pharmacy, ERICA Campus, Hanyang University, Ansan 15588, Korea
| | - Dasom Na
- A-BNCT Center, Dawonmedax, Incheon 21988, Korea
| | | | - Jieun Yang
- A-BNCT Center, Dawonmedax, Incheon 21988, Korea
| | | | | | | | | | - Jungyu Yi
- A-BNCT Center, Dawonmedax, Incheon 21988, Korea
- Department of Nuclear Engineering, Hanyang University, Seoul 04763, Korea
| | - Jaehwan Han
- A-BNCT Center, Dawonmedax, Incheon 21988, Korea
| | | | - Se Hyun Kim
- A-BNCT Center, Dawonmedax, Incheon 21988, Korea
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20
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Chacon A, Kielly M, Rutherford H, Franklin DR, Caracciolo A, Buonanno L, D'Adda I, Rosenfeld A, Guatelli S, Carminati M, Fiorini C, Safavi-Naeini M. Detection and discrimination of neutron capture events for NCEPT dose quantification. Sci Rep 2022; 12:5863. [PMID: 35393505 PMCID: PMC8990023 DOI: 10.1038/s41598-022-09676-x] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/30/2021] [Accepted: 03/24/2022] [Indexed: 11/29/2022] Open
Abstract
Neutron Capture Enhanced Particle Therapy (NCEPT) boosts the effectiveness of particle therapy by capturing thermal neutrons produced by beam-target nuclear interactions in and around the treatment site, using tumour-specific [Formula: see text]B or [Formula: see text]Gd-based neutron capture agents. Neutron captures release high-LET secondary particles together with gamma photons with energies of 478 keV or one of several energies up to 7.94 MeV, for [Formula: see text]B and [Formula: see text]Gd, respectively. A key requirement for NCEPT's translation is the development of in vivo dosimetry techniques which can measure both the direct ion dose and the dose due to neutron capture. In this work, we report signatures which can be used to discriminate between photons resulting from neutron capture and those originating from other processes. A Geant4 Monte Carlo simulation study into timing and energy thresholds for discrimination of prompt gamma photons resulting from thermal neutron capture during NCEPT was conducted. Three simulated [Formula: see text] mm[Formula: see text] cubic PMMA targets were irradiated by [Formula: see text]He or [Formula: see text]C ion beams with a spread out Bragg peak (SOBP) depth range of 60 mm; one target is homogeneous while the others include [Formula: see text] mm[Formula: see text] neutron capture inserts (NCIs) of pure [Formula: see text]B or [Formula: see text]Gd located at the distal edge of the SOBP. The arrival times of photons and neutrons entering a simulated [Formula: see text] mm[Formula: see text] ideal detector were recorded. A temporal mask of 50-60 ns was found to be optimal for maximising the discrimination of the photons resulting from the neutron capture by boron and gadolinium. A range of candidate detector and thermal neutron shielding materials were simulated, and detections meeting the proposed acceptance criteria (i.e. falling within the target energy window and arriving 60 ns post beam-off) were classified as true or false positives, depending on their origin. The ratio of true/false positives ([Formula: see text]) was calculated; for targets with [Formula: see text]B and [Formula: see text]Gd NCIs, the detector materials which resulted in the highest [Formula: see text] were cadmium-shielded CdTe and boron-shielded LSO, respectively. The optimal irradiation period for both carbon and helium ions was 1 µs for the [Formula: see text]B NCI and 1 ms for the [Formula: see text]Gd NCI.
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Affiliation(s)
- Andrew Chacon
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia
| | - Marissa Kielly
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Harley Rutherford
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Daniel R Franklin
- Faculty of Engineering and IT, University of Technology Sydney, Sydney, Australia
| | - Anita Caracciolo
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Luca Buonanno
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Ilenia D'Adda
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Anatoly Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Marco Carminati
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Carlo Fiorini
- Dipartimento di Elettronica, Informazione e Bioingegneria, Politecnico di Milano, Milan, Italy
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Milano, Milan, Italy
| | - Mitra Safavi-Naeini
- Australian Nuclear Science and Technology Organisation (ANSTO), Lucas Heights, Australia.
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia.
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21
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Galanakou P, Leventouri T, Muhammad W. Non-radioactive elements for prompt gamma enhancement in proton therapy. Radiat Phys Chem Oxf Engl 1993 2022. [DOI: 10.1016/j.radphyschem.2022.110132] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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22
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Vohradsky J, Tran LT, Guatelli S, Chartier L, Vandevoorde C, de Kock EA, Nieto-Camero J, Bolst D, Peracchi S, Höglund C, Rosenfeld AB. Response of SOI microdosimeter in fast neutron beams: experiment and Monte Carlo simulations. Phys Med 2021; 90:176-187. [PMID: 34688192 DOI: 10.1016/j.ejmp.2021.09.008] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Revised: 07/30/2021] [Accepted: 09/13/2021] [Indexed: 11/19/2022] Open
Abstract
In this study, Monte Carlo codes, Geant4 and MCNP6, were used to characterize the fast neutron therapeutic beam produced at iThemba LABS in South Africa. Experimental and simulation results were compared using the latest generation of Silicon on Insulator (SOI) microdosimeters from the Centre for Medical Radiation Physics (CMRP). Geant4 and MCNP6 were able to successfully model the neutron gantry and simulate the expected neutron energy spectrum produced from the reaction by protons bombarding a 9Be target. The neutron beam was simulated in a water phantom and its characteristics recorded by the silicon microdosimeters; bare and covered by a 10B enriched boron carbide converter, at different positions. The microdosimetric quantities calculated using Geant4 and MCNP6 are in agreement with experimental measurements. The thermal neutron sensitivity and production of 10B capture products in the p+ boron-implanted dopant regions of the Bridge microdosimeter is investigated. The obtained results are useful for the future development of dedicated SOI microdosimeters for Boron Neutron Capture Therapy (BNCT). This paper provides a benchmark comparison of Geant4 and MCNP6 capabilities in the context of further applications of these codes for neutron microdosimetry.
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Affiliation(s)
- James Vohradsky
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Linh T Tran
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Susanna Guatelli
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Lachlan Chartier
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | | | | | - Jaime Nieto-Camero
- iThemba Laboratory for Accelerator Based Sciences, Cape Town, South Africa
| | - David Bolst
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Stefania Peracchi
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia
| | - Carina Höglund
- European Spallation Source (ESS), Lund, Sweden; Department of Physics, Thin Film Physics Division, Linköping University, Sweden
| | - Anatoly B Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, Wollongong, Australia.
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23
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Mazzucconi D, Bortot D, Pola A, Fazzi A, Cazzola L, Conte V, Cirrone GAP, Petringa G, Cuttone G, Manti L, Agosteo S. Experimental investigation at CATANA facility of n- 10B and p- 11B reactions for the enhancement of proton therapy. Phys Med 2021; 89:226-231. [PMID: 34425513 DOI: 10.1016/j.ejmp.2021.08.008] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/12/2021] [Revised: 07/21/2021] [Accepted: 08/10/2021] [Indexed: 11/25/2022] Open
Abstract
The aim of the NEPTUNE (Nuclear process-driven Enhancement of Proton Therapy UNravEled) project is to investigate in detail both the physical and radiobiological phenomena that could justify an increase of the proton-induced cytogenetic effects in cells irradiated in presence of an agent containing natural boron. In this work, a double-stage silicon telescope coupled to different boron converters was irradiated at the CATANA proton therapy facility (INFN-LNS) for studying the proton boron fusion and the neutron boron capture reactions by discriminating secondary particles from primary protons. Different boron targets were developed by depositing boric acid, enriched with a higher than 99% content of 10B or 11B, on a 50 µm thick PolyMethilMetacrylate (PMMA) substrate. The 10B target allows to evaluate the contribution of lithium and alpha particles produced by the boron neutron capture reaction triggered by secondary thermal neutrons, while the 11B target is exploited for studying the effect of the p + 11B → 3α nuclear reaction directly triggered by primary protons. Experimental results clearly show the presence of alpha particles from both the reactions. The silicon telescope is capable of discriminating, by means of the so-called "scatter plots", the contribution of alpha particles originated by thermal neutrons on 10B with respect to the ones produced by protons impinging on 11B. Although a reliable quantitative study of the alpha production rate has not been achieved yet, this work demonstrates that low energy and, therefore, high-LET particles from both the reactions can be measured.
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Affiliation(s)
- D Mazzucconi
- Politecnico di Milano, Dipartimento di Energia, via La Masa 34, Milano, Italy; INFN-Laboratori Nazionali di Legnaro, viale dell'Università 2, Legnaro, Padova, Italy
| | - D Bortot
- Politecnico di Milano, Dipartimento di Energia, via La Masa 34, Milano, Italy; INFN-sezione di Milano, via Celoria 16, Milano, Italy.
| | - A Pola
- Politecnico di Milano, Dipartimento di Energia, via La Masa 34, Milano, Italy; INFN-sezione di Milano, via Celoria 16, Milano, Italy
| | - A Fazzi
- Politecnico di Milano, Dipartimento di Energia, via La Masa 34, Milano, Italy; INFN-sezione di Milano, via Celoria 16, Milano, Italy
| | - L Cazzola
- Politecnico di Milano, Dipartimento di Energia, via La Masa 34, Milano, Italy
| | - V Conte
- INFN-Laboratori Nazionali di Legnaro, viale dell'Università 2, Legnaro, Padova, Italy
| | - G A P Cirrone
- INFN-Laboratori Nazionali del Sud, via S. Sofia 62, Catania, Italy
| | - G Petringa
- INFN-Laboratori Nazionali del Sud, via S. Sofia 62, Catania, Italy
| | - G Cuttone
- INFN-Laboratori Nazionali del Sud, via S. Sofia 62, Catania, Italy
| | - L Manti
- Dipartimento di Fisica "E. Pancini" Università degli Studi di Napoli Federico II & INFN-sezione di Napoli, Complesso Universitario di Monte S. Angelo, 80126 Napoli, Italy
| | - S Agosteo
- Politecnico di Milano, Dipartimento di Energia, via La Masa 34, Milano, Italy; INFN-sezione di Milano, via Celoria 16, Milano, Italy
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24
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Van Delinder KW, Khan R, Gräfe JL. Radiobiological impact of gadolinium neutron capture from proton therapy and alternative neutron sources using TOPAS-nBio. Med Phys 2021; 48:4004-4016. [PMID: 33959981 DOI: 10.1002/mp.14928] [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] [Received: 08/31/2020] [Revised: 04/06/2021] [Accepted: 04/26/2021] [Indexed: 02/02/2023] Open
Abstract
PURPOSE A multi-scale investigation of the biological properties of gadolinium neutron capture (GdNC) therapy with applications in particle therapy is conducted using the TOPAS Monte Carlo (MC) simulation code. The simulation results are used to quantify the amount of gadolinium dose enhancement produced as a result of the secondary neutron production from proton therapy scaled by measured data. MATERIALS AND METHODS MC modeling was performed using the radiobiology extension TOol for PArticle Simulation TOPAS-nBio MC simulation code to study the radiobiological effects produced from GdNC on a segment of DNA, a spherical cellular model, and from the modeling of previous experimental measurements. The average RBE values were calculated from two methods, microdosimetric kinematic (MK) and biological weighting r(y) within a 2 nm DNA segment for GdNC. The single-strand breaks (SSBs) and double-strand breaks (DSBs) were calculated from within the nucleus of a 20 µm diameter, spherical cell model. From a previous experimental proton therapy measurement using a spread-out Bragg peak (SOBP) of 4.5-9.5 cm and a delivered absorbed dose of 10.4 Gy, the amount of Gd neutron captures was calculated and used to quantify the amount of GdNC absolute dose from particle therapy. RESULTS The average RBE from microdosimetric kinematic and biological weighting was 1.35, and 1.70 for a 10% cell survival on HSG cell-line and weighting function data from early intestinal tolerance of mice. From a central isotropic GdNC source, the energy deposition is found to decrease from roughly 2.7 eV per capture down to approximately 0.01 eV per capture, a drop of two orders of magnitude within 50 nm. This result suggests that Gd needs to be close to the DNA (within 10-20 nm) in order for neutron capture to induce a significant dose enhancement due to the short-range electrons emitted after Gd neutron capture. Within a spherical cell model, the SSBs, and DSBs were determined to be 39 and 1.5 per neutron capture, respectively. From the total neutron captures produced from an experimental proton therapy measurement on a 3000 PPM Gd solution, an insignificant absolute Gd dose enhancement was quantified to be 5.4 × 10-6 Gy per Gy of administered proton dose. CONCLUSION From this study and literature review, the production of secondary thermal neutrons from proton therapy is determined to be a limiting factor and unlikely to produce a clinically useful dose enhancement for secondary neutron capture therapy. Moreover, alternative neutron sources, such as, a compact deuterium-tritium (D-T) neutron generator, a "high yield" deuterium-deuterium (D-D) generator, or an industrial strength (100 mg) 252 Cf source were investigated, with the 252 Cf source the most likely to be capable of producing enough neutrons for 1 Gy of localized GdNC absolute dose within a reasonable treatment time.
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Affiliation(s)
- Kurt W Van Delinder
- Department of Physics, Faculty of Science, Ryerson University, 350 Victoria St., Toronto, ON, M5B 2K3, Canada
| | - Rao Khan
- Department of Radiation Oncology, Medical Physics Division, Washington University School of Medicine, 660 S Euclid Ave, St Louis, MO, 63110, USA
| | - James L Gräfe
- Department of Physics, Faculty of Science, Ryerson University, 350 Victoria St., Toronto, ON, M5B 2K3, Canada
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25
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Hall AJ, Robertson AG, Hill LR, Rendina LM. Synthesis and tumour cell uptake studies of gadolinium(III)-phosphonium complexes. Sci Rep 2021; 11:598. [PMID: 33436690 PMCID: PMC7804430 DOI: 10.1038/s41598-020-79893-9] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/13/2020] [Accepted: 12/14/2020] [Indexed: 11/09/2022] Open
Abstract
The synthesis of a new series of Gd(III)-arylphosphonium complexes is described and the solution stability of selected compounds is reported. Their lipophilicity and uptake in human glial (SVG p12) and human glioblastoma multiforme (T98G) cell lines are presented. The in vitro cytotoxicity of all complexes was determined to be low at therapeutically-relevant concentrations. Selected Gd(III) complexes are potential candidates for further investigation as theranostic agents.
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Affiliation(s)
- Andrew J Hall
- School of Chemistry, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Amy G Robertson
- School of Chemistry, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Leila R Hill
- School of Chemistry, The University of Sydney, Sydney, NSW, 2006, Australia
| | - Louis M Rendina
- School of Chemistry, The University of Sydney, Sydney, NSW, 2006, Australia.
- The University of Sydney Nano Institute, Sydney, NSW, 2006, Australia.
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26
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Bronk L, Guan F, Patel D, Ma D, Kroger B, Wang X, Tran K, Yiu J, Stephan C, Debus J, Abdollahi A, Jäkel O, Mohan R, Titt U, Grosshans DR. Mapping the Relative Biological Effectiveness of Proton, Helium and Carbon Ions with High-Throughput Techniques. Cancers (Basel) 2020; 12:E3658. [PMID: 33291477 PMCID: PMC7762185 DOI: 10.3390/cancers12123658] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2020] [Revised: 11/26/2020] [Accepted: 12/04/2020] [Indexed: 12/12/2022] Open
Abstract
Large amounts of high quality biophysical data are needed to improve current biological effects models but such data are lacking and difficult to obtain. The present study aimed to more efficiently measure the spatial distribution of relative biological effectiveness (RBE) of charged particle beams using a novel high-accuracy and high-throughput experimental platform. Clonogenic survival was selected as the biological endpoint for two lung cancer cell lines, H460 and H1437, irradiated with protons, carbon, and helium ions. Ion-specific multi-step microplate holders were fabricated such that each column of a 96-well microplate is spatially situated at a different location along a particle beam path. Dose, dose-averaged linear energy transfer (LETd), and dose-mean lineal energy (yd) were calculated using an experimentally validated Geant4-based Monte Carlo system. Cells were irradiated at the Heidelberg Ion Beam Therapy Center (HIT). The experimental results showed that the clonogenic survival curves of all tested ions were yd-dependent. Both helium and carbon ions achieved maximum RBEs within specific yd ranges before biological efficacy declined, indicating an overkill effect. For protons, no overkill was observed, but RBE increased distal to the Bragg peak. Measured RBE profiles strongly depend on the physical characteristics such as yd and are ion specific.
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Affiliation(s)
- Lawrence Bronk
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.B.); (B.K.); (K.T.); (J.Y.)
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - Fada Guan
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - Darshana Patel
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - Duo Ma
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - Benjamin Kroger
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.B.); (B.K.); (K.T.); (J.Y.)
| | - Xiaochun Wang
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - Kevin Tran
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.B.); (B.K.); (K.T.); (J.Y.)
| | - Joycelyn Yiu
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.B.); (B.K.); (K.T.); (J.Y.)
| | - Clifford Stephan
- Texas A&M Institute of Biosciences and Technology High Throughput Research and Screening Center, Houston, TX 77030, USA;
| | - Jürgen Debus
- National Center for Tumor Diseases, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany; (J.D.); (A.A.); (O.J.)
| | - Amir Abdollahi
- National Center for Tumor Diseases, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany; (J.D.); (A.A.); (O.J.)
- Heidelberger Ionenstrahl Therapiezentrum, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany
| | - Oliver Jäkel
- National Center for Tumor Diseases, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany; (J.D.); (A.A.); (O.J.)
- Heidelberger Ionenstrahl Therapiezentrum, Deutsches Krebsforschungszentrum, 69120 Heidelberg, Germany
| | - Radhe Mohan
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - Uwe Titt
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (F.G.); (D.P.); (D.M.); (X.W.); (R.M.)
| | - David R. Grosshans
- Department of Experimental Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA; (L.B.); (B.K.); (K.T.); (J.Y.)
- Department of Radiation Oncology, The University of Texas MD Anderson Cancer Center, Houston, TX 77030, USA
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27
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Van Delinder KW, Khan R, Gräfe JL. Neutron activation of gadolinium for ion therapy: a Monte Carlo study of charged particle beams. Sci Rep 2020; 10:13417. [PMID: 32770174 PMCID: PMC7414875 DOI: 10.1038/s41598-020-70429-9] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/16/2020] [Accepted: 07/28/2020] [Indexed: 12/23/2022] Open
Abstract
This study investigates the photon production from thermal neutron capture in a gadolinium (Gd) infused tumor as a result of secondary neutrons from particle therapy. Gadolinium contrast agents used in MRI are distributed within the tumor volume and can act as neutron capture agents. As a result of particle therapy, secondary neutrons are produced and absorbed by Gd in the tumor providing potential enhanced localized dose in addition to a signature photon spectrum that can be used to produce an image of the Gd enriched tumor. To investigate this imaging application, Monte Carlo (MC) simulations were performed for 10 different particles using a 5-10 cm spread out-Bragg peak (SOBP) centered on an 8 cm3, 3 mg/g Gd infused tumor. For a proton beam, 1.9 × 106 neutron captures per RBE weighted Gray Equivalent dose (GyE) occurred within the Gd tumor region. Antiprotons ([Formula: see text]), negative pions (- π), and helium (He) ion beams resulted in 10, 17 and 1.3 times larger Gd neutron captures per GyE than protons, respectively. Therefore, the characteristic photon based spectroscopic imaging and secondary Gd dose enhancement could be viable and likely beneficial for these three particles.
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Affiliation(s)
- Kurt W Van Delinder
- Department of Physics, Faculty of Science, Ryerson University, 350 Victoria St., Toronto, ON, M5B 2K3, Canada.
| | - Rao Khan
- Medical Physics Division, Department of Radiation Oncology, Washington University School of Medicine, 660 S Euclid Ave, St Louis, MO, 63110, USA
| | - James L Gräfe
- Department of Physics, Faculty of Science, Ryerson University, 350 Victoria St., Toronto, ON, M5B 2K3, Canada
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28
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Tabbakh F, Hosmane NS. Enhancement of Radiation Effectiveness in Proton Therapy: Comparison Between Fusion and Fission Methods and Further Approaches. Sci Rep 2020; 10:5466. [PMID: 32214140 PMCID: PMC7096444 DOI: 10.1038/s41598-020-62268-5] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2019] [Accepted: 03/06/2020] [Indexed: 11/09/2022] Open
Abstract
Proton therapy as a promising candidate in cancer treatment has attracted much attentions and many studies have been performed to investigate the new methods to enhance its radiation effectiveness. In this regard, two research groups have suggested that using boron isotopes will lead to a radiation effectiveness enhancement, using boron-11 agent to initiate the proton fusion reaction (P-BFT) and using boron-10 agent to capture the low energy secondary neutrons (NCEPT). Since, these two innovative methods have not been approved clinically, they have been recalculated in this report, discussed and compared between them and also with the traditional proton therapy to evaluate their impacts before the experimental investigations. The calculations in the present study were performed by Geant4 and MCNPX Monte Carlo Simulation Codes were utilized for obtaining more precision in our evaluations of these methods impacts. Despite small deviations in the results from the two MC tools for the NCEPT method, a good agreement was observed regarding the delivered dose rate to the tumor site at different depths while, for P-BFT related calculations, the GEANT4 was in agreement with the analytical calculations by means of the detailed cross-sections of proton-11B fusion. Accordingly, both the methods generate excess dose rate to the tumor several orders of magnitude lower than the proton dose rate. Also, it was found that, the P-BFT has more significant enhancement of effectiveness, when compared to the NCEPT, a method with impact strongly depended on the tumor's depth. On the other hand, the advantage of neutron risk reduction proposed by NCEPT was found to give no considerable changes in the neutron dose absorption by healthy tissues.
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Affiliation(s)
- Farshid Tabbakh
- Nuclear Science and Technology Research Institute, Tehran, Iran.
| | - Narayan S Hosmane
- Department of Chemistry and Biochemistry, Northern Illinois University, DeKalb, IL, 60115-2862, USA
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Van Delinder KW, Crawford D, Zhang T, Khan R, Gräfe JL. Investigating neutron activated contrast agent imaging for tumor localization in proton therapy: a feasibility study for proton neutron gamma-x detection (PNGXD). Phys Med Biol 2020; 65:035005. [PMID: 31851952 DOI: 10.1088/1361-6560/ab63b5] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/11/2022]
Abstract
Proton neutron gamma-x detection (PNGXD) is a novel imaging concept being investigated for tumor localization during proton therapy that uses secondary neutron interactions with a gadolinium contrast agent (GDCA) to produce characteristic photons within the 40-200 keV energy region. The purpose of this study is to experimentally investigate the feasibility of implementing this procedure by performing experimental measurements on a passive double scattering proton treatment unit. Five experimental measurements were performed with varying concentrations and irradiation conditions. Photon spectra were measured with a 25 mm2, 1 mm thick uncollimated X-123 CdTe spectrometer. For a 10.4 Gy administration on a 100 ml volume phantom with 10 mg g-1 Gd solution placed in a water phantom, 1129 ± 184 K-shell Gd counts were detected. For an administered dose of 21 Gy and the same Gd solution measured in air, resulted in 3296 ± 256 counts. A total of 1094 ± 171, 421 ± 150 and 23 ± 141 K-shell Gd counts were measured for Gd concentrations of 10 mg g-1, 1 mg g-1 and 0 mg g-1 for 7 Gy dose in air. The signal to noise ratio for these five measurements were: 7, 15, 6, 3, and 0.2, respectively. The spectrum contained 43 keV K α and 49 keV K β peaks, however a small amount of 79.5 and 181.9 keV prompt gamma rays were detected from gadolinium neutron capture. This discrepancy is due to a drop in the intrinsic detection efficiency of the CdTe spectrometer over this energy range. The measurements were compared with Monte-Carlo simulation to determine the contributions of Gd neutron capture from internal and external neutrons on a passive scattering proton therapy unit and to investigate the discrepancy in detected characteristic x-rays versus prompt gamma rays.
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Affiliation(s)
- Kurt W Van Delinder
- Department of Physics, Faculty of Science, Ryerson University, 350 Victoria St., Toronto, Ontario M5B 2K3, Canada. Author to whom any correspondence should be addressed
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Gérard M, Corroyer-Dulmont A, Lesueur P, Collet S, Chérel M, Bourgeois M, Stefan D, Limkin EJ, Perrio C, Guillamo JS, Dubray B, Bernaudin M, Thariat J, Valable S. Hypoxia Imaging and Adaptive Radiotherapy: A State-of-the-Art Approach in the Management of Glioma. Front Med (Lausanne) 2019; 6:117. [PMID: 31249831 PMCID: PMC6582242 DOI: 10.3389/fmed.2019.00117] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/31/2019] [Accepted: 05/13/2019] [Indexed: 01/31/2023] Open
Abstract
Severe hypoxia [oxygen partial pressure (pO2) below 5–10 mmHg] is more frequent in glioblastoma multiforme (GBM) compared to lower-grade gliomas. Seminal studies in the 1950s demonstrated that hypoxia was associated with increased resistance to low–linear energy transfer (LET) ionizing radiation. In experimental conditions, the total radiation dose has to be multiplied by a factor of 3 to achieve the same cell lethality in anoxic situations. The presence of hypoxia in human tumors is assumed to contribute to treatment failures after radiotherapy (RT) in cancer patients. Therefore, a logical way to overcome hypoxia-induced radioresistance would be to deliver substantially higher doses of RT in hypoxic volumes delineated on pre-treatment imaging as biological target volumes (BTVs). Such an approach faces various fundamental, technical, and clinical challenges. The present review addresses several technical points related to the delineation of hypoxic zones, which include: spatial accuracy, quantitative vs. relative threshold, variations of hypoxia levels during RT, and availability of hypoxia tracers. The feasibility of hypoxia imaging as an assessment tool for early tumor response to RT and for predicting long-term outcomes is discussed. Hypoxia imaging for RT dose painting is likewise examined. As for the radiation oncologist's point of view, hypoxia maps should be converted into dose-distribution objectives for RT planning. Taking into account the physics and the radiobiology of various irradiation beams, preliminary in silico studies are required to investigate the feasibility of dose escalation in terms of normal tissue tolerance before clinical trials are undertaken.
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Affiliation(s)
- Michael Gérard
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP Cyceron, Caen, France.,Department of Radiation Oncology, Centre Lutte Contre le Cancer François Baclesse, Caen, France
| | | | - Paul Lesueur
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP Cyceron, Caen, France.,Department of Radiation Oncology, Centre Lutte Contre le Cancer François Baclesse, Caen, France
| | - Solène Collet
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP Cyceron, Caen, France.,Department of Radiophysics, Centre Lutte Contre le Cancer François Baclesse, Caen, France
| | - Michel Chérel
- Team 13-Nuclear Oncology, INSERM U1232 Centre de Recherche en Cancérologie et Immunologie Nantes Angers (CRCINA), Nantes, France
| | - Mickael Bourgeois
- Team 13-Nuclear Oncology, INSERM U1232 Centre de Recherche en Cancérologie et Immunologie Nantes Angers (CRCINA), Nantes, France
| | - Dinu Stefan
- Department of Radiation Oncology, Centre Lutte Contre le Cancer François Baclesse, Caen, France
| | - Elaine Johanna Limkin
- Department of Radiotherapy, Gustave Roussy, Université Paris-Saclay, Villejuif, France
| | - Cécile Perrio
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/LDM-TEP Group, GIP Cyceron, Caen, France
| | - Jean-Sébastien Guillamo
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP Cyceron, Caen, France.,Department of Neurology, Centre Hospitalier Universitaire de Nîmes, Nîmes, France
| | - Bernard Dubray
- Département de Radiothérapie et de Physique Médicale, Laboratoire QuantIF-LITIS [EA 4108], Centre de Lutte Contre le Cancer Henri Becquerel, Université de Normandie, Rouen, France
| | - Myriam Bernaudin
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP Cyceron, Caen, France
| | - Juliette Thariat
- Department of Radiation Oncology, Centre Lutte Contre le Cancer François Baclesse, Caen, France
| | - Samuel Valable
- Normandie Université, UNICAEN, CEA, CNRS, ISTCT/CERVOxy Group, GIP Cyceron, Caen, France
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