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Idrissi AB, Borghi G, Caracciolo A, Riboldi C, Carminati M, Donetti M, Pullia M, Savazzi S, Camera F, Fiorini C. First experimental verification of prompt gamma imaging with carbon ion irradiation. Sci Rep 2024; 14:25750. [PMID: 39468087 PMCID: PMC11519489 DOI: 10.1038/s41598-024-72870-6] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/23/2024] [Accepted: 09/11/2024] [Indexed: 10/30/2024] Open
Abstract
Prompt Gamma Imaging (PGI) is a promising technique for range verification in Particle Therapy. This technique was already tested in clinical environment with a knife-edge-collimator camera for proton treatments but remains relatively unexplored for Carbon Ion Radiation Therapy (CIRT). Previous FLUKA simulations suggested that PG profile shifts could be detected in CIRT with a precision of ∼ 4 mm ([Formula: see text]) for a particle statistic equal to [Formula: see text] C-ions using a 10 × 10 cm2 camera. An experimental campaign was carried out at CNAO (Pavia, Italy) to verify these results, using a knife-edge-collimator camera prototype based on a 5 × 5 cm2 pixelated LYSO crystal. PG profiles were measured irradiating a plastic phantom with a C-ion pencil beam at clinical energies and intensities, also moving the detector to extend the FOV to 13 × 5 cm2. The prototype detected Bragg-peak shifts with ∼ 4 mm precision for a statistic of [Formula: see text] C-ions ([Formula: see text] for the extended FOV), slightly larger than expected. Nevertheless, the detector demonstrated significant potential for verifying the precision in dose delivery following a treatment fraction, which remains fundamental in the clinical environment. For the first time to our knowledge, range verification based on PGI was applied to a C-ion beam at clinical energy and intensities.
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Affiliation(s)
- Aicha Bourkadi Idrissi
- Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy.
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy.
| | - Giacomo Borghi
- Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy
| | - Anita Caracciolo
- Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy
| | - Christian Riboldi
- Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy
| | - Marco Carminati
- Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy
| | - Marco Donetti
- Centro Nazionale di Adroterapia Oncologica (CNAO), 27100, Pavia, Italy
| | - Marco Pullia
- Centro Nazionale di Adroterapia Oncologica (CNAO), 27100, Pavia, Italy
| | - Simone Savazzi
- Centro Nazionale di Adroterapia Oncologica (CNAO), 27100, Pavia, Italy
| | - Franco Camera
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy
- Dipartimento di Fisica, Università degli Studi di Milano, 20133, Milan, Italy
| | - Carlo Fiorini
- Dipartimento di Elettronica, Informazione e Bioingegneria (DEIB), Politecnico di Milano, 20133, Milan, Italy.
- Istituto Nazionale di Fisica Nucleare, Sezione di Milano, 20133, Milan, Italy.
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Baran J, Borys D, Brzeziński K, Gajewski J, Silarski M, Chug N, Coussat A, Czerwiński E, Dadgar M, Dulski K, Eliyan KV, Gajos A, Kacprzak K, Kapłon Ł, Klimaszewski K, Konieczka P, Kopeć R, Korcyl G, Kozik T, Krzemień W, Kumar D, Lomax AJ, McNamara K, Niedźwiecki S, Olko P, Panek D, Parzych S, Perez Del Rio E, Raczyński L, Simbarashe M, Sharma S, Shivani, Shopa RY, Skóra T, Skurzok M, Stasica P, Stępień EŁ, Tayefi K, Tayefi F, Weber DC, Winterhalter C, Wiślicki W, Moskal P, Ruciński A. Feasibility of the J-PET to monitor the range of therapeutic proton beams. Phys Med 2024; 118:103301. [PMID: 38290179 DOI: 10.1016/j.ejmp.2024.103301] [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: 05/29/2023] [Revised: 01/15/2024] [Accepted: 01/23/2024] [Indexed: 02/01/2024] Open
Abstract
PURPOSE The aim of this work is to investigate the feasibility of the Jagiellonian Positron Emission Tomography (J-PET) scanner for intra-treatment proton beam range monitoring. METHODS The Monte Carlo simulation studies with GATE and PET image reconstruction with CASToR were performed in order to compare six J-PET scanner geometries. We simulated proton irradiation of a PMMA phantom with a Single Pencil Beam (SPB) and Spread-Out Bragg Peak (SOBP) of various ranges. The sensitivity and precision of each scanner were calculated, and considering the setup's cost-effectiveness, we indicated potentially optimal geometries for the J-PET scanner prototype dedicated to the proton beam range assessment. RESULTS The investigations indicate that the double-layer cylindrical and triple-layer double-head configurations are the most promising for clinical application. We found that the scanner sensitivity is of the order of 10-5 coincidences per primary proton, while the precision of the range assessment for both SPB and SOBP irradiation plans was found below 1 mm. Among the scanners with the same number of detector modules, the best results are found for the triple-layer dual-head geometry. The results indicate that the double-layer cylindrical and triple-layer double-head configurations are the most promising for the clinical application, CONCLUSIONS:: We performed simulation studies demonstrating that the feasibility of the J-PET detector for PET-based proton beam therapy range monitoring is possible with reasonable sensitivity and precision enabling its pre-clinical tests in the clinical proton therapy environment. Considering the sensitivity, precision and cost-effectiveness, the double-layer cylindrical and triple-layer dual-head J-PET geometry configurations seem promising for future clinical application.
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Affiliation(s)
- Jakub Baran
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland.
| | - Damian Borys
- Silesian University of Technology, Department of Systems Biology and Engineering, Gliwice, Poland; Biotechnology Centre, Silesian University of Technology, Gliwice, Poland; Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland
| | - Karol Brzeziński
- Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland; Instituto de Física Corpuscular (IFIC), CSIC-UV, Valencia, Spain
| | - Jan Gajewski
- Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland
| | - Michał Silarski
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Neha Chug
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Aurélien Coussat
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Eryk Czerwiński
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Meysam Dadgar
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Kamil Dulski
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Kavya V Eliyan
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Aleksander Gajos
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Krzysztof Kacprzak
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Łukasz Kapłon
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Konrad Klimaszewski
- Department of Complex Systems, National Centre for Nuclear Research, Otwock-Świerk, Poland
| | - Paweł Konieczka
- Department of Complex Systems, National Centre for Nuclear Research, Otwock-Świerk, Poland
| | - Renata Kopeć
- Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland
| | - Grzegorz Korcyl
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Tomasz Kozik
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Wojciech Krzemień
- High Energy Physics Division, National Centre for Nuclear Research, Otwock-Świerk, Poland
| | - Deepak Kumar
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Antony J Lomax
- Centre for Proton Therapy, Paul Scherrer Institute, Villigen, Switzerland; Physics Department, ETH Zürich, Zürich, Switzerland
| | - Keegan McNamara
- Centre for Proton Therapy, Paul Scherrer Institute, Villigen, Switzerland; Physics Department, ETH Zürich, Zürich, Switzerland
| | - Szymon Niedźwiecki
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Paweł Olko
- Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland
| | - Dominik Panek
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Szymon Parzych
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Elena Perez Del Rio
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Lech Raczyński
- Department of Complex Systems, National Centre for Nuclear Research, Otwock-Świerk, Poland
| | - Moyo Simbarashe
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Sushil Sharma
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Shivani
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Roman Y Shopa
- Department of Complex Systems, National Centre for Nuclear Research, Otwock-Świerk, Poland
| | - Tomasz Skóra
- National Oncology Institute, National Research Institute, Krakow Branch, Krakow, Poland
| | - Magdalena Skurzok
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Paulina Stasica
- Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland
| | - Ewa Ł Stępień
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Keyvan Tayefi
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Faranak Tayefi
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Damien C Weber
- Department of Radiation Oncology, Inselspital, Bern University Hospital, University of Bern, Bern, Switzerland; Department of Radiation Oncology, University Hospital of Zürich, Zürich Switzerland; Centre for Proton Therapy, Paul Scherrer Institute, Villigen, Switzerland
| | - Carla Winterhalter
- Centre for Proton Therapy, Paul Scherrer Institute, Villigen, Switzerland; Physics Department, ETH Zürich, Zürich, Switzerland
| | - Wojciech Wiślicki
- Department of Complex Systems, National Centre for Nuclear Research, Otwock-Świerk, Poland
| | - Paweł Moskal
- Faculty of Physics, Astronomy and Applied Computer Science, Jagiellonian University, 11 Łojasiewicza St 30-348 Kraków, Poland; Total-Body Jagiellonian-PET Laboratory, Jagiellonian University, 30-348 Kraków, Poland; Center for Theranostics, Jagiellonian University, Kraków, Poland
| | - Antoni Ruciński
- Institute of Nuclear Physics Polish Academy of Sciences, 31-342, Kraków, Poland
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