1
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Pan VA, Tran LT, Madden T, Clasie B, Kooy H, Rosenfeld AB, Depauw N. LET d Optimization Verification With an SOI Microdosimeter. Int J Radiat Oncol Biol Phys 2024; 119:946-956. [PMID: 38300188 DOI: 10.1016/j.ijrobp.2023.12.036] [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: 05/09/2023] [Revised: 11/30/2023] [Accepted: 12/23/2023] [Indexed: 02/02/2024]
Abstract
PURPOSE A first of its kind experimental verification of dose-averaged linear energy transfer (LETd) optimized treatment plans for proton therapy has been carried out using a silicon-on-insulator microdosimeter at the Massachusetts General Hospital (MGH), Boston, USA. METHODS AND MATERIALS Three clinical treatment plans of a typical ependymoma structure set were designed using the standard clinical approach, the proposed protocol approach, and a one-field approach. The plans were then reoptimized to reduce the LETd-weighted dose in the brain stem. All six plans were delivered in a solid water phantom and the experimental yD‾ measured. RESULTS After LETd optimization, a reduction in yD‾ was found within the brain stem by an average of 12%, 19%, and 4% for the clinical, protocol, and one-field plans, respectively, while maintaining adequate coverage of the tumor structure. The experimental LETd-weighted doses were in agreement with the treatment planning system calculations and Monte Carlo simulations and reinforced the improvement of the optimization. CONCLUSIONS This work demonstrates the first experimental verification of the clinical implementation of LETd optimization for patient treatment with proton therapy.
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Affiliation(s)
- V A Pan
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia.
| | - L T Tran
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - T Madden
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - B Clasie
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - H Kooy
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
| | - A B Rosenfeld
- Centre for Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - N Depauw
- Department of Radiation Oncology, Massachusetts General Hospital, Harvard Medical School, Boston, Massachusetts
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2
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Cartechini G, Missiaggia M, Scifoni E, La Tessa C, Cordoni FG. Integrating microdosimetric in vitroRBE models for particle therapy into TOPAS MC using the MicrOdosimetry-based modeliNg for RBE ASsessment (MONAS) tool. Phys Med Biol 2024; 69:045005. [PMID: 38211313 DOI: 10.1088/1361-6560/ad1d66] [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: 07/17/2023] [Accepted: 01/11/2024] [Indexed: 01/13/2024]
Abstract
Objective.In this paper, we present MONAS (MicrOdosimetry-based modelliNg for relative biological effectiveness (RBE) ASsessment) toolkit. MONAS is a TOPAS Monte Carlo extension, that combines simulations of microdosimetric distributions with radiobiological microdosimetry-based models for predicting cell survival curves and dose-dependent RBE.Approach.MONAS expands TOPAS microdosimetric extension, by including novel specific energy scorers to calculate the single- and multi-event specific energy microdosimetric distributions at different micrometer scales. These spectra are used as physical input to three different formulations of themicrodosimetric kinetic model, and to thegeneralized stochastic microdosimetric model(GSM2), to predict dose-dependent cell survival fraction and RBE. MONAS predictions are then validated against experimental microdosimetric spectra andin vitrosurvival fraction data. To show the MONAS features, we present two different applications of the code: (i) the depth-RBE curve calculation from a passively scattered proton SOBP and monoenergetic12C-ion beam by using experimentally validated spectra as physical input, and (ii) the calculation of the 3D RBE distribution on a real head and neck patient geometry treated with protons.Main results.MONAS can estimate dose-dependent RBE and cell survival curves from experimentally validated microdosimetric spectra with four clinically relevant radiobiological models. From the radiobiological characterization of a proton SOBP and12C fields, we observe the well-known trend of increasing RBE values at the distal edge of the radiation field. The 3D RBE map calculated confirmed the trend observed in the analysis of the SOBP, with the highest RBE values found in the distal edge of the target.Significance.MONAS extension offers a comprehensive microdosimetry-based framework for assessing the biological effects of particle radiation in both research and clinical environments, pushing closer the experimental physics-based description to the biological damage assessment, contributing to bridging the gap between a microdosimetric description of the radiation field and its application in proton therapy treatment with variable RBE.
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Affiliation(s)
- Giorgio Cartechini
- Department of Radiation Oncology, University of Miami Miller School of Medicine, 1550 NW 10th Avenue, 33126, Miami (FL), United States of America
- Trento Institute for Fundamental Physics and Application (TIFPA), via Sommarive 15, I-38123, Trento, Italy
| | - Marta Missiaggia
- Department of Radiation Oncology, University of Miami Miller School of Medicine, 1550 NW 10th Avenue, 33126, Miami (FL), United States of America
- Trento Institute for Fundamental Physics and Application (TIFPA), via Sommarive 15, I-38123, Trento, Italy
| | - Emanuele Scifoni
- Trento Institute for Fundamental Physics and Application (TIFPA), via Sommarive 15, I-38123, Trento, Italy
| | - Chiara La Tessa
- Department of Radiation Oncology, University of Miami Miller School of Medicine, 1550 NW 10th Avenue, 33126, Miami (FL), United States of America
- Trento Institute for Fundamental Physics and Application (TIFPA), via Sommarive 15, I-38123, Trento, Italy
- Department of Physics, University of Trento, via Sommarive 14, I-38123, Trento, Italy
| | - Francesco G Cordoni
- Trento Institute for Fundamental Physics and Application (TIFPA), via Sommarive 15, I-38123, Trento, Italy
- Department of Civil, Environmental and Mechanical Engineering, University of Trento, via Mesiano 77, I-38123, Trento, Italy
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3
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Selva A, Bianchi A, Cirrone GAP, Petringa G, Romano F, Schettino G, Conte V. Sensitivity of a mini-TEPC to radiation quality variations in clinical proton beams. Phys Med 2024; 118:103201. [PMID: 38199179 DOI: 10.1016/j.ejmp.2023.103201] [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: 03/23/2023] [Revised: 10/30/2023] [Accepted: 12/21/2023] [Indexed: 01/12/2024] Open
Abstract
PURPOSE This work aims at studying the sensitivity of a miniaturized Tissue-Equivalent Proportional Counter to variations of beam quality in clinical radiation fields, to further investigate its performances as radiation quality monitor. METHODS Measurements were taken at the CATANA facility (INFN-LNS, Catania, Italy), in a monoenergetic and an energy-modulated proton beam with the same initial energy of 62 MeV. PMMA layers were placed in front of the detector to measure at different depths along the depth-dose profile. The frequency- and dose-mean lineal energy were compared to the track- and dose-averaged LET calculated by Monte Carlo simulations. A microdosimetric evaluation of the Relative Biological Effectiveness (RBE) was performed and compared with cell survival experiments. RESULTS Microdosimetric distributions measured at identical depths in the two beams show spectral differences reflecting their different radiation quality. Discrepancies are most evident at depths corresponding to the Spread-Out Bragg Peak, while spectra at the entrance and in the dose fall-off regions are similar. This can be explained by the different energy components that compose the pristine and spread-out peaks at each depth. The trend of microdosimetric mean values matches that of calculated LET averages along the entire penetration depth, and the microdosimetric estimation of RBE is consistent with radiobiological data not only at 2 Gy but also at lower dose levels, such as those absorbed by healthy tissues. CONCLUSIONS The mini-TEPC is sensitive to differences in radiation quality resulting from different modulations of the proton beam, confirming its potential for beam quality monitoring in proton therapy.
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Affiliation(s)
- A Selva
- INFN Laboratori Nazionali di Legnaro, Legnaro, Italy.
| | - A Bianchi
- INFN Laboratori Nazionali di Legnaro, Legnaro, Italy
| | | | - G Petringa
- INFN Laboratori Nazionali del Sud, Catania, Italy
| | - F Romano
- INFN Sezione di Catania, Catania, Italy
| | - G Schettino
- National Physical Laboratory, Medical Radiation Science, Teddington, UK
| | - V Conte
- INFN Laboratori Nazionali di Legnaro, Legnaro, Italy
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4
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Parisi A, Beltran CJ, Furutani KM. Variable RBE in proton radiotherapy: a comparative study with the predictive Mayo Clinic Florida microdosimetric kinetic model and phenomenological models of cell survival. Phys Med Biol 2023; 68:185020. [PMID: 38133518 DOI: 10.1088/1361-6560/acf43b] [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: 05/26/2023] [Accepted: 08/25/2023] [Indexed: 12/23/2023]
Abstract
Objectives. (1) To examine to what extent the cell- and exposure- specific information neglected in the phenomenological proton relative biological effectiveness (RBE) models could influence the computed RBE in proton therapy. (2) To explore similarities and differences in the formalism and the results between the linear energy transfer (LET)-based phenomenological proton RBE models and the microdosimetry-based Mayo Clinic Florida microdosimetric kinetic model (MCF MKM). (3) To investigate how the relationship between the RBE and the dose-mean proton LET is affected by the proton energy spectrum and the secondary fragments.Approach. We systematically compared six selected phenomenological proton RBE models with the MCF MKM in track-segment simulations, monoenergetic proton beams in a water phantom, and two spread-out Bragg peaks. A representative comparison within vitrodata for human glioblastoma cells (U87 cell line) is also included.Main results. Marked differences were observed between the results of the phenomenological proton RBE models, as reported in previous studies. The dispersion of these models' results was found to be comparable to the spread in the MCF MKM results obtained by varying the cell-specific parameters neglected in the phenomenological models. Furthermore, while single cell-specific correlation between RBE and the dose-mean proton LET seems reasonable above 2 keVμm-1, caution is necessary at lower LET values due to the relevant contribution of secondary fragments. The comparison within vitrodata demonstrates comparable agreement between the MCF MKM predictions and the results of the phenomenological models.Significance. The study highlights the importance of considering cell-specific characteristics and detailed radiation quality information for accurate RBE calculations in proton therapy. Furthermore, these results provide confidence in the use of the MCF MKM for clonogenic survival RBE calculations in proton therapy, offering a more mechanistic approach compared to phenomenological models.
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Affiliation(s)
- Alessio Parisi
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States of America
| | - Chris J Beltran
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States of America
| | - Keith M Furutani
- Department of Radiation Oncology, Mayo Clinic, Jacksonville, FL, United States of America
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5
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Bianchi A, Agosteo S, Bortot D, Cirrone GAP, Colautti P, La Tessa C, Mazzucconi D, Missiaggia M, Petringa G, Rosenfeld AB, Selva A, Tran L, Verona C, Verona Rinati G, Conte V. Microdosimetry of a 62-MeV clinical proton beam with five detectors. RADIATION PROTECTION DOSIMETRY 2023; 199:1968-1972. [PMID: 37819306 DOI: 10.1093/rpd/ncac231] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/07/2022] [Revised: 10/10/2022] [Accepted: 10/19/2022] [Indexed: 10/13/2023]
Abstract
In proton therapy, most treatment planning systems (TPS) use a fixed relative biological effectiveness (RBE) of 1.1 all along the depth-dose profile. Innovative TPS are now investigated considering the variability of RBE with radiation quality. New TPS need an experimental verification in the quality assurance (QA) routine in clinics, but RBE data are usually obtained with radiobiological measurements that are time consuming and not suitable for daily QA. Microdosimetry is a useful tool based on physical measurements which can monitor the radiation quality. Several microdosimeters are available in different research institutions, which could potentially be used for the QA in TPS. In this study, the response functions of five detectors in the same 62-MeV proton Spread Out Bragg Peak is compared in terms of spectral distributions and their average values and microdosimetric RBE. Their different response function has been commented and must be considered in the clinical practice.
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Affiliation(s)
- A Bianchi
- INFN-Laboratori Nazionali di Legnaro, 35020 Legnaro, Italy
| | - S Agosteo
- Politecnico di Milano, Dipartimento di Energia, 20156 Milano, Italy
- INFN-Milano, 20133 Milano, Italy
| | - D Bortot
- Politecnico di Milano, Dipartimento di Energia, 20156 Milano, Italy
- INFN-Milano, 20133 Milano, Italy
| | - G A P Cirrone
- INFN-Laboratori Nazionali del Sud, 95125 Catania, Italy
| | - P Colautti
- INFN-Laboratori Nazionali di Legnaro, 35020 Legnaro, Italy
| | - C La Tessa
- University of Trento, Dipartimento di Fisica, 38123 Povo, Trento, Italy
- Trento Institute of Fundamental Physics and Applications, 38123 Povo, Trento, Italy
| | - D Mazzucconi
- Politecnico di Milano, Dipartimento di Energia, 20156 Milano, Italy
- INFN-Milano, 20133 Milano, Italy
| | - M Missiaggia
- University of Trento, Dipartimento di Fisica, 38123 Povo, Trento, Italy
- Trento Institute of Fundamental Physics and Applications, 38123 Povo, Trento, Italy
| | - G Petringa
- INFN-Laboratori Nazionali del Sud, 95125 Catania, Italy
- ELI Beamlines Center, Institute of Physics, Czech Academy of Sciences, 252 41 Dolní Břežany, Czech Republic
| | - A B Rosenfeld
- Centre for Medical Radiation Physics, University of Wollongong, 2522 Wollongong, Australia
| | - A Selva
- INFN-Laboratori Nazionali di Legnaro, 35020 Legnaro, Italy
| | - L Tran
- Centre for Medical Radiation Physics, University of Wollongong, 2522 Wollongong, Australia
| | - C Verona
- INFN-Roma2, Dipartimento di Ingegneria Industriale, Università di Roma "Tor Vergata", 00133 Roma, Italy
| | - G Verona Rinati
- INFN-Roma2, Dipartimento di Ingegneria Industriale, Università di Roma "Tor Vergata", 00133 Roma, Italy
| | - V Conte
- INFN-Laboratori Nazionali di Legnaro, 35020 Legnaro, Italy
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6
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DeCunha JM, Newpower M, Mohan R. GPU-accelerated calculation of proton microdosimetric spectra as a function of target size, proton energy, and bounding volume size. Phys Med Biol 2023; 68:165012. [PMID: 37429311 DOI: 10.1088/1361-6560/ace60a] [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: 09/08/2022] [Accepted: 07/10/2023] [Indexed: 07/12/2023]
Abstract
Objective.Shortcomings of dose-averaged linear energy transfer (LETD), the quantity which is most commonly used to quantify proton relative biological effectiveness, have long been recognized. Microdosimetric spectra may overcome the limitations of LETDbut are extremely computationally demanding to calculate. A systematic library of lineal energy spectra for monoenergetic protons could enable rapid determination of microdosimetric spectra in a clinical environment. The objective of this work was to calculate and validate such a library of lineal energy spectra.Approach. SuperTrack, a GPU-accelerated CUDA/C++ based application, was developed to superimpose tracks calculated using Geant4 onto targets of interest and to compute microdosimetric spectra. Lineal energy spectra of protons with energies from 0.1 to 100 MeV were determined in spherical targets of diameters from 1 nm to 10μm and in bounding voxels with side lengths of 5μm and 3 mm.Main results.Compared to an analogous Geant4-based application, SuperTrack is up to 3500 times more computationally efficient if each track is resampled 1000 times. Dose spectra of lineal energy and dose-mean lineal energy calculated with SuperTrack were consistent with values published in the literature and with comparison to a Geant4 simulation. Using SuperTrack, we developed the largest known library of proton microdosimetric spectra as a function of primary proton energy, target size, and bounding volume size.Significance. SuperTrack greatly increases the computational efficiency of the calculation of microdosimetric spectra. The elevated lineal energy observed in a 3 mm side length bounding volume suggests that lineal energy spectra determined experimentally or computed in small bounding volumes may not be representative of the lineal energy spectra in voxels of a dose calculation grid. The library of lineal energy spectra calculated in this work could be integrated with a treatment planning system for rapid determination of lineal energy spectra in patient geometries.
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Affiliation(s)
- Joseph M DeCunha
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
- Medical Physics Program, The University of Texas MD Anderson Cancer Center UTHealth Graduate School of Biomedical Sciences, Houston, TX, United States of America
| | - Mark Newpower
- University of Oklahoma Health Sciences Center, Oklahoma City, OK, United States of America
| | - Radhe Mohan
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, TX, United States of America
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7
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Magrin G, Palmans H, Stock M, Georg D. State-of-the-art and potential of experimental microdosimetry in ion-beam therapy. Radiother Oncol 2023; 182:109586. [PMID: 36842667 DOI: 10.1016/j.radonc.2023.109586] [Citation(s) in RCA: 7] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/02/2022] [Revised: 02/16/2023] [Accepted: 02/17/2023] [Indexed: 02/28/2023]
Abstract
In radiotherapy, radiation-quality should be an expression of the biological and physical characteristics of ionizing radiation such as spatial distribution of ionization or energy deposition. Linear energy transfer (LET) and lineal energy (y) are two descriptors used to quantify the radiation quality. These two quantities are connected and exhibit similar features. In ion-beam therapy (IBT), lineal energy can be measured with microdosimeters, which are specifically designed to cope with the high fluence of particles in clinical beams, while the quantification of LET is generally based on calculations. In pre-clinical studies, microdosimetric spectra are used for the indirect determination of relative biological effectiveness (RBE), e.g., using the microdosimetric kinetic model (MKM) or biophysical response functions. In this context it is important to consider saturation effects, which occur when the highest values of y become less biologically relevant compared to the relative contribution they make to the physical dose. Recent clinical data suggests that local tumor control and normal tissue effects can be linked to macroscopic and microscopic dosimetry parameters. In particular, positive clinical outcomes have been correlated to the highest LET values in the density distribution, and there is no evident link to the saturation discussed above. A systematic collection of microdosimetric information in combination with clinical data in retrospective studies may clarify the role of radiation quality at the highest LET. In the clinical setting, microdosimetry is not widely used yet, despite its potential to be linked with LET by experimentally-determined y values. Through this connection, both play an important role in complex therapy techniques such as intensity modulated particle therapy (IMPT), LET-painting and multi-ion optimization. This review summarizes the current state of microdosimetry for IBT and its potential, as well as research and development needed to make experimental microdosimetry a mature procedure in a clinical context.
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Affiliation(s)
- Giulio Magrin
- MedAustron Ion Therapy Center, Wiener Neustadt, Austria
| | - Hugo Palmans
- MedAustron Ion Therapy Center, Wiener Neustadt, Austria; National Physical Laboratory, Teddington, UK
| | - Markus Stock
- MedAustron Ion Therapy Center, Wiener Neustadt, Austria; Karl Landsteiner Universität, Krems, Austria
| | - Dietmar Georg
- MedAustron Ion Therapy Center, Wiener Neustadt, Austria; Medical University of Vienna, Austria.
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8
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Bianchi A, Selva A, Reniers B, Vanhavere F, Conte V. TOPAS simulations of the response of a mini-TEPC: benchmark with experimental data. Phys Med Biol 2023; 68. [PMID: 36595254 DOI: 10.1088/1361-6560/acabfe] [Citation(s) in RCA: 4] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/10/2022] [Accepted: 12/15/2022] [Indexed: 12/23/2022]
Abstract
Objective. Microdosimetry offers a fast tool for radiation quality (RQ) verification to be implemented in treatment planning systems in proton therapy based on variable LET or RBE to move forward from the use of a fixed RBE of 1.1. It is known that the RBE of protons can increase up to 50% higher than that value in the last few millimetres of their range. Microdosimetry can be performed both experimentally and by means of Monte Carlo (MC) simulations. This paper has the aim of comparing the two approaches.Approach. Experimental measurements have been performed using a miniaturized Tissue equivalent proportional counter developed at the Legnaro National Laboratories of the Italian National Institute for Nuclear Physics with the aim of being used as RQ monitors for high intensity beams. MC simulations have been performed using the microdosimetric extension of TOPAS which provides optimized parameters and scorers for this application.Main results. Simulations were compared with experimental microdosimetric spectra in terms of shape of the spectra and their average values. Moreover, the latter have been investigated as possible estimators of LET obtained with the same MC code. The shape of the spectra is in general consistent with the experimental distributions and the average values of the distributions in both cases can predict the RQ increase with depth.Significance. This study aims at the comparison of microdosimetric spectra obtained from both experimental measurements and the microdosimetric extension of TOPAS in the same radiation field.
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Affiliation(s)
- Anna Bianchi
- INFN Laboratori Nazionali di Legnaro, viale dell'Università 2, I-35020 Legnaro, Italy
| | - Anna Selva
- INFN Laboratori Nazionali di Legnaro, viale dell'Università 2, I-35020 Legnaro, Italy
| | - Brigitte Reniers
- UHasselt, Faculty of Engineering Technology, Centre for Environmental Sciences, Nuclear Technology Center, Agoralaan 3590 Diepenbeek, Belgium
| | - Filip Vanhavere
- Belgian Nuclear Research Centre, SCK CEN, Boeretang 200, 2400 Mol, Belgium
| | - Valeria Conte
- INFN Laboratori Nazionali di Legnaro, viale dell'Università 2, I-35020 Legnaro, Italy
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9
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Guardiola C, Bachiller-Perea D, Kole EMM, Fleta C, Quirion D, De Marzi L, Gómez F. First experimental measurements of 2D microdosimetry maps in proton therapy. Med Phys 2023; 50:570-581. [PMID: 36066129 PMCID: PMC10087596 DOI: 10.1002/mp.15945] [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: 02/17/2022] [Revised: 07/08/2022] [Accepted: 08/02/2022] [Indexed: 01/25/2023] Open
Abstract
BACKGROUND Empirical data in proton therapy indicate that relative biological effectiveness (RBE) is not constant, and it is directly related to the linear energy transfer (LET). The experimental assessment of LET with high resolution would be a powerful tool for minimizing the LET hot spots in intensity-modulated proton therapy, RBE- or LET-guided evaluation and optimization to achieve biologically optimized proton plans, verifying the theoretical predictions of variable proton RBE models, and so on. This could impact clinical outcomes by reducing toxicities in organs at risk. PURPOSE The present work shows the first 2D LET maps obtained at a proton therapy facility using the double scattering delivery mode in clinical conditions by means of new silicon 3D-cylindrical microdetectors. METHODS The device consists of a matrix of 121 independent silicon-based detectors that have 3D-cylindrical electrodes of 25-µm diameter and 20-µm depth, resulting each one of them in a well-defined micrometric radiation sensitive volume etched inside the silicon. They have been specifically designed for a hadron therapy, improving the performance of current silicon-based microdosimeters. Microdosimetry spectra were obtained at different positions of the Bragg curve by using a water-equivalent phantom along an 89-MeV pristine proton beam generated in the Y1 proton passive scattering beamline of the Orsay Proton Therapy Centre (Institut Curie, France). RESULTS Microdosimetry 2D-maps showing the variation of the lineal energy with depth in the three dimensions were obtained in situ during irradiation at clinical fluence rates (∼108 s-1 cm-2 ) for the first time with a spatial resolution of 200 µm, the highest achieved in the transverse plane so far. The experimental results were cross-checked with Monte Carlo simulations and a good agreement between the spectra shapes was found. The experimental frequency-mean lineal energy values in silicon were 1.858 ± 0.019 keV µm-1 at the entrance, 2.61 ± 0.03 keV µm-1 at the proximal distance, 4.97 ± 0.05 keV µm-1 close to the Bragg peak, and 8.6 ± 0.1 keV µm-1 at the distal edge. They are in good agreement with the expected trends in the literature in clinical proton beams. CONCLUSIONS We present the first 2D microdosimetry maps obtained in situ during irradiation at clinical fluence rates in proton therapy. Our results show that the arrays of 3D-cylindrical microdetectors are a reliable microdosimeter to evaluate LET maps not only in the longitudinal axis of the beam, but also in the transverse plane allowing for LET characterization in three dimensions. This work is a proof of principle showing the capacity of our system to deliver LET 2D maps. This kind of experimental data is needed to validate variable proton RBE models and to optimize LET-guided plans.
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Affiliation(s)
- Consuelo Guardiola
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France.,Université de Paris, IJCLab, Orsay, France.,Centro Nacional de Microelectrónica (IMB-CNM, CSIC), Bellaterra, Spain
| | - Diana Bachiller-Perea
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, Orsay, France.,Université de Paris, IJCLab, Orsay, France
| | | | - Celeste Fleta
- Centro Nacional de Microelectrónica (IMB-CNM, CSIC), Bellaterra, Spain
| | - David Quirion
- Centro Nacional de Microelectrónica (IMB-CNM, CSIC), Bellaterra, Spain
| | - Ludovic De Marzi
- Department of Radiation Oncology, Institut Curie, PSL Research University, Centre de protonthérapie d'Orsay, Campus Universitaire, bâtiment 101, Orsay, France.,Institut Curie, PSL Research University, Université Paris-Saclay, INSERM LITO, Campus Universitaire, Orsay, France
| | - Faustino Gómez
- Departamento de Física de Partículas, Universidad de Santiago de Compostela, Santiago de Compostela, Spain
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10
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Bianchi A, Selva A, Rossignoli M, Pasquato F, Missiaggia M, Scifoni E, La Tessa C, Tommasino F, Conte V. Microdosimetry with a mini-TEPC in the spread-out Bragg peak of 148 MeV protons. Radiat Phys Chem Oxf Engl 1993 2022. [DOI: 10.1016/j.radphyschem.2022.110567] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
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11
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Fattori S, Petringa G, Agosteo S, Bortot D, Conte V, Cuttone G, Di Fini A, Farokhi F, Mazzucconi D, Pandola L, Petrović I, Ristić-Fira A, Rosenfeld A, Weber U, Cirrone GAP. 4He dose- and track-averaged linear energy transfer: Monte Carlo algorithms and experimental verification. Phys Med Biol 2022; 67. [DOI: 10.1088/1361-6560/ac776f] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/01/2022] [Accepted: 06/09/2022] [Indexed: 11/12/2022]
Abstract
Abstract
Objective. In the present hadrontherapy scenario, there is a growing interest in exploring the capabilities of different ion species other than protons and carbons. The possibility of using different ions paves the way for new radiotherapy approaches, such as the multi-ions treatment, where radiation could vary according to target volume, shape, depth and histologic characteristics of the tumor. For these reasons, in this paper, the study and understanding of biological-relevant quantities was extended for the case of 4He ion. Approach. Geant4 Monte Carlo based algorithms for dose- and track-averaged LET (Linear Energy Transfer) calculations, were validated for 4He ions and for the case of a mixed field characterised by the presence of secondary ions from both target and projectile fragmentation. The simulated dose and track averaged LETs were compared with the corresponding dose and frequency mean values of the lineal energy,
y
D
¯
and
y
¯
F
, derived from experimental microdosimetric spectra. Two microdosimetric experimental campaigns were carried out at the Italian eye proton therapy facility of the Laboratori Nazionali del Sud of Istituto Nazionale di Fisica Nucleare (INFN-LNS, Catania, I) using two different microdosimeters: the MicroPlus probe and the nano-TEPC (Tissue Equivalent Proportional Counter). Main results. A good agreement of
L
¯
d
Total
and
L
¯
t
Total
with
y
¯
D
and
y
¯
T
experimentally measured with both microdosimetric detectors MicroPlus and nano-TEPC in two configurations: full energy and modulated 4He ion beam, was found. Significance. The results of this study certify the use of a very effective tool for the precise calculation of LET, given by a Monte Carlo approach which has the advantage of allowing detailed simulation and tracking of nuclear interactions, even in complex clinical scenarios.
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12
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Parisi G, Schettino G, Romano F. A systematic study of the contribution of counting statistics to the final lineal energy uncertainty in microdosimetry. Phys Med Biol 2022; 67. [DOI: 10.1088/1361-6560/ac79fb] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/09/2022] [Accepted: 06/17/2022] [Indexed: 11/11/2022]
Abstract
Abstract
Objectives. Microdosimetry is proving to be a reliable and powerful tool to be applied in different fields such as radiobiology, radiation protection and hadron therapy. However, accepted standard protocols and codes of practice are still missing. With this regard, a systematic and methodical uncertainty analysis is fundamental to build an accredited uncertainty budget of practical use. This work studied the contribution of counting statistics (i.e. number of events collected) to the final frequency-mean and dose-mean lineal energy uncertainties, aiming at providing guidelines for good experimental and simulation practice. The practical limitation of current technologies and the non-negligible probability of nuclear reactions require careful considerations and nonlinear approaches. Approach. Microdosimetric data were obtained by means of the particle tracking Monte Carlo code Geant4. The uncertainty analysis was carried out relying on a Monte Carlo based numerical analysis, as suggested by the BIPM's ‘Guide to the expression of uncertainty in measurement’. Final uncertainties were systematically investigated for proton, helium and carbon ions at an increasing number of detected events, for a range of different clinical-relevant beam energies. Main results. Rare events generated by nuclear interactions in the detector sensitive volume were found to massively degrade microdosimetric uncertainties unless a very high statistics is collected. The study showed an increasing impact of such events for increasing beam energy and lighter ions. For instance, in the entrance region of a 250 MeV proton beam, about 5 ∗ 107 events need to be collected to obtain a dose-mean lineal energy uncertainty below 10%. Significance. The results of this study help define the necessary conditions to achieve appropriate statistics in computational microdosimetry, pointing out the importance of properly taking into account nuclear interaction events. Their impact on microdosimetric quantities and on their uncertainty is significant and cannot be overlooked, particularly when characterising clinical beams and radiobiological response. This work prepared the ground for deeper investigations involving dedicated experiments and for the development of a method to properly evaluate the counting statistics uncertainty contribution in the uncertainty budget, whose accuracy is fundamental for the clinical transition of microdosimetry.
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13
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Bachiller-Perea D, Zhang M, Fleta C, Quirion D, Bassignana D, Gómez F, Guardiola C. Microdosimetry performance of the first multi-arrays of 3D-cylindrical microdetectors. Sci Rep 2022; 12:12240. [PMID: 35851050 PMCID: PMC9293924 DOI: 10.1038/s41598-022-14940-1] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/23/2021] [Accepted: 05/04/2022] [Indexed: 11/28/2022] Open
Abstract
The present work reports on the microdosimetry measurements performed with the two first multi-arrays of microdosimeters with the highest radiation sensitive surface covered so far. The sensors are based on new silicon-based radiation detectors with a novel 3D cylindrical architecture. Each system consists of arrays of independent microdetectors covering 2 mm\documentclass[12pt]{minimal}
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\begin{document}$$\times$$\end{document}×3 multi-arrays, respectively. We have performed proton irradiations at several energies to compare the microdosimetry performance of the two systems, which have different spatial resolution and detection surface. The unitcell of both arrays is a 3D cylindrical diode with a 25 \documentclass[12pt]{minimal}
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\begin{document}$$\mu$$\end{document}μm depth that results in a welldefined and isolated radiation sensitive micro-volume etched inside a silicon wafer. Measurements were carried out at the Accélérateur Linéaire et Tandem à Orsay (ALTO) facility by irradiating the two detection systems with monoenergetic proton beams from 6 to 20 MeV at clinical-equivalent fluence rates. The microdosimetry quantities were obtained with a spatial resolution of 200 \documentclass[12pt]{minimal}
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\begin{document}$$\mu$$\end{document}μm for the 11\documentclass[12pt]{minimal}
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\begin{document}$$\times$$\end{document}×3 multi-array system, respectively. Experimental results were compared with Monte Carlo simulations and an overall good agreement was found. The good performance of both microdetector arrays demonstrates that this architecture and both configurations can be used clinically as microdosimeters for measuring the lineal energy distributions and, thus, for RBE optimization of hadron therapy treatments. Likewise, the results have shown that the devices can be also employed as a multipurpose device for beam monitoring in particle accelerators.
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Affiliation(s)
- Diana Bachiller-Perea
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405, Orsay, France. .,Université Paris-Cité, IJCLab, 91405, Orsay, France.
| | - Mingming Zhang
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405, Orsay, France.,Université Paris-Cité, IJCLab, 91405, Orsay, France
| | - Celeste Fleta
- Instituto de Microelectrónica de Barcelona (IMB-CNM, CSIC), 08193, Barcelona, Spain
| | - David Quirion
- Instituto de Microelectrónica de Barcelona (IMB-CNM, CSIC), 08193, Barcelona, Spain
| | - Daniela Bassignana
- Instituto de Microelectrónica de Barcelona (IMB-CNM, CSIC), 08193, Barcelona, Spain
| | - Faustino Gómez
- Departamento de Física de Partículas, Universidad de Santiago de Compostela, 15782, Santiago de Compostela, Spain
| | - Consuelo Guardiola
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, 91405, Orsay, France.,Université Paris-Cité, IJCLab, 91405, Orsay, France.,Instituto de Microelectrónica de Barcelona (IMB-CNM, CSIC), 08193, Barcelona, Spain
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14
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Predicting the Biological Effects of Human Salivary Gland Tumour Cells for Scanned 4He-, 12C-, 16O-, and 20Ne-Ion Beams Using an SOI Microdosimeter. APPLIED SCIENCES-BASEL 2022. [DOI: 10.3390/app12126148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
Experimental microdosimetry along with the microdosimetric kinetic (MK) model can be utilized to predict the biological effects of ions. To predict the relative biological effectiveness (RBE) of ions and the survival fraction (SF) of human salivary gland tumour (HSGc-C5) cells, microdosimetric quantities measured by a silicon-on-insulator (SOI) MicroPlus-mushroom microdosimeter along the spread-out Bragg peak (SOBP) delivered by pencil beam scanning of 4He, 12C, 16O, and 20Ne ions were used. The MK model parameters of HSGc-C5 cells were obtained from the best fit of the calculated SF for the different linear energy transfer (LET) of these ions and the formerly reported in vitro SF for the same LET and ions used for calculations. For a cube-shaped target of 10 × 10 × 6 cm3, treatment plans for 4He, 12C, 16O, and 20Ne ions were produced with proprietary treatment planning software (TPS) aiming for 10% SF of HSGc-C5 cells over the target volume and were delivered to a polymethyl methacrylate (PMMA) phantom. Afterwards, the saturation-corrected dose-mean lineal energy derived based on the measured microdosimetry spectra, along with the physical dose at various depths in PMMA phantoms, was used for the estimation of the SF, RBE, and RBE-weighted dose using the MK model. The predicted SF, RBE, and the RBE-weighted dose agreed with what was planned by the TPS within 3% at most depths for these ions.
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15
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Agosteo S. Detectors for measurement of microdosimetric quantities. RADIAT MEAS 2022. [DOI: 10.1016/j.radmeas.2022.106807] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/18/2022]
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16
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Bianchi A, Selva A, Colautti P, Parisi A, Vanhavere F, Reniers B, Conte V. The effect of different lower detection thresholds in microdosimetric spectra and their mean values. RADIAT MEAS 2021. [DOI: 10.1016/j.radmeas.2021.106626] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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17
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Hartzell S, Guan F, Taylor P, Peterson C, Taddei P, Kry S. Uncertainty in tissue equivalent proportional counter assessments of microdosimetry and RBE estimates in carbon radiotherapy. Phys Med Biol 2021; 66. [PMID: 34252894 DOI: 10.1088/1361-6560/ac1366] [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: 02/12/2021] [Accepted: 07/12/2021] [Indexed: 11/11/2022]
Abstract
Microdosimetry is an important tool for assessing energy deposition distributions from ionizing radiation at cellular and cellular nucleus scales. It has served as an input parameter for multiple common mathematical models, including evaluation of relative biological effectiveness (RBE) of carbon ion therapy. The most common detector used for microdosimetry is the tissue-equivalent proportional counter (TEPC). Although it is widely applied, TEPC has various inherent uncertainties. Therefore, this work quantified the magnitude of TEPC measurement uncertainties and their impact on RBE estimates for therapeutic carbon beams. Microdosimetric spectra and frequency-, dose-, and saturation-corrected dose-mean lineal energy (****) were calculated using the Monte Carlo toolkit Geant4 for five monoenergetic and three spread-out Bragg peak carbon beams in water at every millimeter along the central beam axis. We simulated the following influences on these spectra from eight sources of uncertainty: wall effects, pulse pile-up, electronics, gas pressure, W-value, gain instability, low energy cut-off, and counting statistics. Statistic uncertainty was quantified as the standard deviation of perturbed values for each source. Bias was quantified as the difference between default lineal energy values and the mean of perturbed values for each systematic source. Uncertainties were propagated to RBE using the modified microdosimetric kinetic model (MKM). Variance introduced by statistic sources iny¯Fandy¯Daveraged 3.8% and 3.4%, respectively, and 1.5% iny*across beam depths and energies. Bias averaged 6.2% and 7.3% iny¯Fandy¯D,and 4.8% iny*.These uncertainties corresponded to 1.2 ± 0.9% on average in RBEMKM. The largest contributors to variance and bias were pulse pile-up and wall effects. This study established an error budget for microdosimetric carbon measurements by quantifying uncertainty inherent to TEPC measurements. It is necessary to understand how robust the measurement of RBE model input parameters are against this uncertainty in order to verify clinical model implementation.
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Affiliation(s)
- Shannon Hartzell
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Fada Guan
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Paige Taylor
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Christine Peterson
- Department of Biostatistics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
| | - Phillip Taddei
- Radiation Oncology Department, Mayo Clinic, Rochester, Minnesota, United States of America
| | - Stephen Kry
- Department of Radiation Physics, The University of Texas MD Anderson Cancer Center, Houston, Texas, United States of America
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18
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Bláha P, Feoli C, Agosteo S, Calvaruso M, Cammarata FP, Catalano R, Ciocca M, Cirrone GAP, Conte V, Cuttone G, Facoetti A, Forte GI, Giuffrida L, Magro G, Margarone D, Minafra L, Petringa G, Pucci G, Ricciardi V, Rosa E, Russo G, Manti L. The Proton-Boron Reaction Increases the Radiobiological Effectiveness of Clinical Low- and High-Energy Proton Beams: Novel Experimental Evidence and Perspectives. Front Oncol 2021; 11:682647. [PMID: 34262867 PMCID: PMC8274279 DOI: 10.3389/fonc.2021.682647] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 05/17/2021] [Indexed: 12/12/2022] Open
Abstract
Protontherapy is a rapidly expanding radiotherapy modality where accelerated proton beams are used to precisely deliver the dose to the tumor target but is generally considered ineffective against radioresistant tumors. Proton-Boron Capture Therapy (PBCT) is a novel approach aimed at enhancing proton biological effectiveness. PBCT exploits a nuclear fusion reaction between low-energy protons and 11B atoms, i.e. p+11B→ 3α (p-B), which is supposed to produce highly-DNA damaging α-particles exclusively across the tumor-conformed Spread-Out Bragg Peak (SOBP), without harming healthy tissues in the beam entrance channel. To confirm previous work on PBCT, here we report new in-vitro data obtained at the 62-MeV ocular melanoma-dedicated proton beamline of the INFN-Laboratori Nazionali del Sud (LNS), Catania, Italy. For the first time, we also tested PBCT at the 250-MeV proton beamline used for deep-seated cancers at the Centro Nazionale di Adroterapia Oncologica (CNAO), Pavia, Italy. We used Sodium Mercaptododecaborate (BSH) as 11B carrier, DU145 prostate cancer cells to assess cell killing and non-cancer epithelial breast MCF-10A cells for quantifying chromosome aberrations (CAs) by FISH painting and DNA repair pathway protein expression by western blotting. Cells were exposed at various depths along the two clinical SOBPs. Compared to exposure in the absence of boron, proton irradiation in the presence of BSH significantly reduced DU145 clonogenic survival and increased both frequency and complexity of CAs in MCF-10A cells at the mid- and distal SOBP positions, but not at the beam entrance. BSH-mediated enhancement of DNA damage response was also found at mid-SOBP. These results corroborate PBCT as a strategy to render protontherapy amenable towards radiotherapy-resilient tumor. If coupled with emerging proton FLASH radiotherapy modalities, PBCT could thus widen the protontherapy therapeutic index.
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Affiliation(s)
- Pavel Bláha
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Napoli, Naples, Italy
| | - Chiara Feoli
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Napoli, Naples, Italy
| | - Stefano Agosteo
- Energy Department, Politecnico di Milano, and INFN, Sezione di Milano, Milan, Italy
| | - Marco Calvaruso
- Istituto di Bioimmagini e Fisiologia Molecolare-Consiglio Nazionale delle Ricerche (IBFM-CNR), Cefalù, Italy.,Laboratori Nazionali del Sud (LNS), INFN, Catania, Italy
| | - Francesco Paolo Cammarata
- Istituto di Bioimmagini e Fisiologia Molecolare-Consiglio Nazionale delle Ricerche (IBFM-CNR), Cefalù, Italy.,Laboratori Nazionali del Sud (LNS), INFN, Catania, Italy
| | | | - Mario Ciocca
- Medical Physics Unit & Research Department, Centro Nazionale di Adroterapia Oncologica (CNAO) & INFN, Sezione di Pavia, Pavia, Italy
| | | | - Valeria Conte
- Laboratori Nazionali di Legnaro (LNL), INFN, Legnaro, Italy
| | | | - Angelica Facoetti
- Medical Physics Unit & Research Department, Centro Nazionale di Adroterapia Oncologica (CNAO) & INFN, Sezione di Pavia, Pavia, Italy
| | - Giusi Irma Forte
- Istituto di Bioimmagini e Fisiologia Molecolare-Consiglio Nazionale delle Ricerche (IBFM-CNR), Cefalù, Italy.,Laboratori Nazionali del Sud (LNS), INFN, Catania, Italy
| | - Lorenzo Giuffrida
- Extreme Light Infrastructure (ELI)-Beamlines Center, Institute of Physics (FZU), Czech Academy of Sciences, Prague, Czechia
| | - Giuseppe Magro
- Medical Physics Unit & Research Department, Centro Nazionale di Adroterapia Oncologica (CNAO) & INFN, Sezione di Pavia, Pavia, Italy
| | - Daniele Margarone
- Extreme Light Infrastructure (ELI)-Beamlines Center, Institute of Physics (FZU), Czech Academy of Sciences, Prague, Czechia
| | - Luigi Minafra
- Istituto di Bioimmagini e Fisiologia Molecolare-Consiglio Nazionale delle Ricerche (IBFM-CNR), Cefalù, Italy.,Laboratori Nazionali del Sud (LNS), INFN, Catania, Italy
| | - Giada Petringa
- Laboratori Nazionali del Sud (LNS), INFN, Catania, Italy.,Extreme Light Infrastructure (ELI)-Beamlines Center, Institute of Physics (FZU), Czech Academy of Sciences, Prague, Czechia
| | - Gaia Pucci
- Istituto di Bioimmagini e Fisiologia Molecolare-Consiglio Nazionale delle Ricerche (IBFM-CNR), Cefalù, Italy.,Department of Biological, Chemical and Pharmaceutical Sciences and Technologies (STeBiCeF), Università di Palermo, Palermo, Italy
| | - Valerio Ricciardi
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Napoli, Naples, Italy.,Department of Mathematics & Physics, Università L. Vanvitelli, Caserta, Italy
| | - Enrico Rosa
- Radiation Biophysics Laboratory, Department of Physics "E. Pancini", Università di Napoli Federico II, Naples, Italy
| | - Giorgio Russo
- Istituto di Bioimmagini e Fisiologia Molecolare-Consiglio Nazionale delle Ricerche (IBFM-CNR), Cefalù, Italy.,Laboratori Nazionali del Sud (LNS), INFN, Catania, Italy.,The Sicilian Center of Nuclear Physics and the Structure of Matter (CSFNSM), Catania, Italy
| | - Lorenzo Manti
- Istituto Nazionale di Fisica Nucleare (INFN), Sezione di Napoli, Naples, Italy.,Radiation Biophysics Laboratory, Department of Physics "E. Pancini", Università di Napoli Federico II, Naples, Italy
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19
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James B, Tran LT, Bolst D, Prokopovich DA, Lerch M, Petasecca M, Guatelli S, Povoli M, Kok A, Petringa G, Cirrone GAP, Jackson M, Rosenfeld AB. In-field and out-of-field microdosimetric characterisation of a 62 MeV proton beam at CATANA. Med Phys 2021; 48:4532-4541. [PMID: 33908049 DOI: 10.1002/mp.14905] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/21/2020] [Revised: 03/15/2021] [Accepted: 04/04/2021] [Indexed: 11/09/2022] Open
Abstract
PURPOSE A 5 and 10 μm thin silicon on insulator (SOI) 3D mushroom microdosimeter was used to characterize both the in-field and out-of-field of a 62 MeV proton beam. METHODS The SOI mushroom microdosimeter consisted of an array of cylindrical sensitive volumes (SVs), developed by the Centre for Medical Radiation Physics, University of Wollongong, was irradiated with 62 MeV protons at the CATANA (Centro di AdroTerapia Applicazioni Nucleari Avanzate) facility in Catania, Italy, a facility dedicated to the radiation treatment of ocular melanomas. Dose mean lineal energy, ( y D ¯ ), values were obtained at various depths in PMMA along a pristine and spread out Bragg peak (SOBP). The measured microdosimetric spectra at each position were then used as inputs into the modified Microdosimetric Kinetic Model (MKM) to derive the RBE for absorbed dose in a middle of the SOBP 2Gy (RBED ). Microdosimetric spectra were obtained with both the 5 and 10 μm 3D SOI microdosimeters, with a focus on the distal part of the BP. The in-field and out-of-field measurement configurations along the Bragg curve were modeled in Geant4 for comparison with experimental results. Lateral out-of-field measurements were performed to study secondary particles' contribution to normal tissue's dose, up to 12 mm from the edge of the beam field, and quality factor and dose equivalent results were obtained. RESULTS Comparison between experimental and simulation results showed good agreement between one another for both the pristine and SOBP beams in terms of y D ¯ and RBED. Though a small discrepancy between experiment and simulation was seen at the entrance of the Bragg curve, where experimental results were slightly lower than Geant4. The dose equivalent value measured 12 mm from the edge of the target volume was 1.27 ± 0.15 mSv/Gy with a Q ¯ value of 2.52 ± 0.30, both of which agree within uncertainty with Geant4 simulation. CONCLUSIONS These results demonstrate that SOI microdosimeters are an effective tool to predict RBED in-field as well as dose equivalent monitoring out-of-field to provide insight to probability of second cancer generation.
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Affiliation(s)
- Benjamin James
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - Linh T Tran
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - David Bolst
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - Dale A Prokopovich
- NSTLI Nuclear Stewardship, Australian Nuclear Science and Technology Organization, Lucas Heights, NSW, Australia
| | - Michael Lerch
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - Marco Petasecca
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | - Susanna Guatelli
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
| | | | | | | | | | - Michael Jackson
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia.,University of New South Wales, Sydney, NSW, Australia
| | - Anatoly B Rosenfeld
- Centre of Medical and Radiation Physics, University of Wollongong, Wollongong, NSW, Australia
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20
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Guardiola C, Bachiller-Perea D, Prieto-Pena J, Jiménez-Ramos MC, García López J, Esnault C, Fleta C, Quirion D, Gómez F. Microdosimetry in low energy proton beam at therapeutic-equivalent fluence rate with silicon 3D-cylindrical microdetectors. Phys Med Biol 2021; 66. [PMID: 33853055 DOI: 10.1088/1361-6560/abf811] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/30/2020] [Accepted: 04/14/2021] [Indexed: 11/11/2022]
Abstract
In this work we show the first microdosimetry measurements on a low energy proton beam with therapeutic-equivalent fluence rates by using the second generation of 3D-cylindrical microdetectors. The sensors belong to an improved version of a novel silicon-based 3D-microdetector design with electrodes etched inside silicon, which were manufactured at the National Microelectronics Centre (IMB-CNM, CSIC) in Spain. A new microtechnology has been employed using quasi-toroid electrodes of 25μm diameter and a depth of 20μm within the silicon bulk, resulting in a well-defined cylindrical radiation sensitive volume. These detectors were tested at the 18 MeV proton beamline of the cyclotron at the National Accelerator Centre (CNA, Spain). They were assembled into an in-house low-noise readout electronics to assess their performance at a therapeutic-equivalent fluence rate. Microdosimetry spectra of lineal energy were recorded at several proton energies starting from 18 MeV by adding 50μm thick tungsten foils gradually at the exit-window of the cyclotron external beamline, which corresponds to different depths along the Bragg curve. The experimentalyF¯values in silicon cover from (5.7 ± 0.9) to (8.5 ± 0.4) keV μm-1in the entrance to (27.4 ± 2.3) keV μm-1in the distal edge. Pulse height energy spectra were crosschecked with Monte Carlo simulations and an excellent agreement was obtained. This work demonstrates the capability of the second generation 3D-microdetectors to assess accurate microdosimetric distributions at fluence rates as high as those used in clinical centers in proton therapy.
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Affiliation(s)
- C Guardiola
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.,Université de Paris, IJCLab, F-91405 Orsay France
| | - D Bachiller-Perea
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.,Université de Paris, IJCLab, F-91405 Orsay France
| | - J Prieto-Pena
- Departamento de Física de Partículas, Universidad de Santiago de Compostela, E-15782, Spain
| | | | - J García López
- Centro Nacional de Aceleradores, E-41092 Sevilla, Spain.,Departamento de Física Atómica, Molecular y Nuclear, University of Sevilla, E-41080, Sevilla, Spain
| | - C Esnault
- Université Paris-Saclay, CNRS/IN2P3, IJCLab, F-91405 Orsay, France.,Université de Paris, IJCLab, F-91405 Orsay France
| | - C Fleta
- Centro Nacional de Microelectrónica (IMB-CNM, CSIC), Bellaterra, E-08193, Spain
| | - D Quirion
- Centro Nacional de Microelectrónica (IMB-CNM, CSIC), Bellaterra, E-08193, Spain
| | - F Gómez
- Departamento de Física de Partículas, Universidad de Santiago de Compostela, E-15782, Spain
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21
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Lee SH, Mizushima K, Kohno R, Iwata Y, Yonai S, Shirai T, Pan VA, Bolst D, Tran LT, Rosenfeld AB, Suzuki M, Inaniwa T. Estimating the biological effects of helium, carbon, oxygen, and neon ion beams using 3D silicon microdosimeters. Phys Med Biol 2021; 66:045017. [PMID: 33361575 DOI: 10.1088/1361-6560/abd66f] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/12/2022]
Abstract
In this study, the survival fraction (SF) and relative biological effectiveness (RBE) of pancreatic cancer cells exposed to spread-out Bragg peak helium, carbon, oxygen, and neon ion beams are estimated from the measured microdosimetric spectra using a microdosimeter and the application of the microdosimetric kinetic (MK) model. To measure the microdosimetric spectra, a 3D mushroom silicon-on-insulator microdosimeter connected to low noise readout electronics (MicroPlus probe) was used. The parameters of the MK model were determined for pancreatic cancer cells such that the calculated SFs reproduced previously reported in vitro SF data. For a cuboid target of 10 × 10 × 6 cm3, treatment plans of helium, carbon, oxygen, and neon ion beams were designed using in-house treatment planning software (TPS) to achieve a 10% SF of pancreatic cancer cells throughout the target. The physical doses and microdosimetric spectra of the planned fields were measured at different depths in polymethyl methacrylate phantoms. The biological effects, such as SF, RBE, and RBE-weighted dose at different depths along the fields were predicted from the measurements. The predicted SFs at the target region were generally in good agreement with the planned SF from the TPS in most cases.
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Affiliation(s)
- Sung Hyun Lee
- Department of Accelerator and Medical Physics, National Institute of Radiological Sciences, QST, Japan
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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: 3.0] [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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