Evidence map›Paper›PMID 42547911›Full record

ArticleMedical physics2026

A multidisciplinary experimental and methodological investigation of electron and proton minibeams in the framework of the INFN MIRO project.

Francesco Romano, Francesca Cella Zanacchi, Esther Ciarrocchi, Gaia Franciosini, Giuliana Milluzzo, Emanuele Scifoni, Anna Vignati, Said Ahmad, Silvia Arezzini, Andrea Attili and 80 more

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Article in Medical physics, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

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1 · What the graph read from it

What it found

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The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

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3 · Its place in the literature

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4 · The record

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5 · Who and what money

Authors and funding

90 authors.

Francesco RomanoCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Francesca Cella ZanacchiDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Esther CiarrocchiDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Gaia FranciosiniDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Giuliana MilluzzoCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Emanuele ScifoniTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Anna VignatiPhysics Department, Università degli Studi di Torino, Torino, Italy.
Said AhmadCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Silvia ArezziniPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Andrea AttiliRome 3 division, National Institute for Nuclear Physics (INFN), Rome, Italy.
Marco BattestiniTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Jacopo BernardiniDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Matteo BettaninDepartment of Physics, University of Trento, Povo, Italy.
Alessandra BisioTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Maria Giuseppina BisogniDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Igor BodrenkoDepartment of Physics, University of Cagliari, Cittadella Universitaria di Monserrato, Monserrato, Cagliari, Italy.
Giulio BordieriTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Valentina BravatàInstitute of Bioimaging and Complex Biological Systems-National Research Council (IBSBC-CNR), Cefalù, Italy.
Alberto BurattiniDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Massimo CamardaSezione di Catania, Istituto per la Microelettronica e Microsistemi CNR-IMM, Catania, Italy.
Francesco Paolo CammarataInstitute of Bioimaging and Complex Biological Systems-National Research Council (IBSBC-CNR), Cefalù, Italy.
Simone CapaccioliDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Lorenzo CastelliTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Andrea CavalieriCenter for Instrument Sharing, University of Pisa (CISUP), Pisa, Italy.
Mariagrazia CelentanoCentro Pisano multidisciplinare sulla ricerca e implementazione clinica della Flash Radiotherapy (CPFR), CPFR@CISUP facilities, Pisa, Italy.
Enrica ChiadroniDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Francesco Giuseppe CordoniTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Elena CorvaiaCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Mario CostaInstitute of Neuroscience, Italian National Research Council, Pisa, Italy.
Alessandro CurcioDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Eleonora Da PozzoCenter for Instrument Sharing, University of Pisa (CISUP), Pisa, Italy.
Martina De FeliceDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Francesca Del DebbioDepartment of Pharmacy, University of Pisa, Pisa, Italy.
Francesco D'ErricoPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Maria Cristina D'OcaCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Beatrice D'OrsiCenter for Instrument Sharing, University of Pisa (CISUP), Pisa, Italy.
Umberto DeutPhysics Department, Università degli Studi di Torino, Torino, Italy.
Elisabetta DurisiPhysics Department, Università degli Studi di Torino, Torino, Italy.
Maria Evelina FantacciDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Stefano FarinaDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Giuseppe FeliciSIT S.p.A., Aprilia, Latina, Italy.
Arianna FerroPhysics Department, Università degli Studi di Torino, Torino, Italy.
Luca FiccadentiRoma I Division, National Institute of Nuclear Physics (INFN), Rome, Italy.
Antonino FormusoPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Giusi Irma ForteInstitute of Bioimaging and Complex Biological Systems-National Research Council (IBSBC-CNR), Cefalù, Italy.
Simona GiordanengoTorino division, National Institute for Nuclear Physics (INFN), Torino, Italy.
Alessia GiulianoPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Lucia GiulianoDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Luca LanzanòCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Stefania LinsalataU.O. Fisica Sanitaria, Azienda Ospedaliero-universitaria pisana, Pisa, Italy.
Simone LossanoPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Margherita MaffeiPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Michela MarafiniRoma I Division, National Institute of Nuclear Physics (INFN), Rome, Italy.
Maurizio MarraleCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Maurizio MassaPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Luigi MasturzoCentro Pisano multidisciplinare sulla ricerca e implementazione clinica della Flash Radiotherapy (CPFR), CPFR@CISUP facilities, Pisa, Italy.
Enrico MazzoniPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Mauro MiglioratiDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Felix Mas MilianTorino division, National Institute for Nuclear Physics (INFN), Torino, Italy.
Luigi MinafraInstitute of Bioimaging and Complex Biological Systems-National Research Council (IBSBC-CNR), Cefalù, Italy.
Andrea MoggiPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Diango Montalvan OlivaresPhysics Department, Università degli Studi di Torino, Torino, Italy.
Marco MontefioriCentro Pisano multidisciplinare sulla ricerca e implementazione clinica della Flash Radiotherapy (CPFR), CPFR@CISUP facilities, Pisa, Italy.
Matteo MorrocchiDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Andrea MostacciDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Franco MostardiPhysics Department, Università degli Studi di Torino, Torino, Italy.
Chinonso OkpuweCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Fabiola PaiarCentro Pisano multidisciplinare sulla ricerca e implementazione clinica della Flash Radiotherapy (CPFR), CPFR@CISUP facilities, Pisa, Italy.
Luigi PalumboDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Vincenzo PateraDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Jake Harold PensavalleCentro Pisano multidisciplinare sulla ricerca e implementazione clinica della Flash Radiotherapy (CPFR), CPFR@CISUP facilities, Pisa, Italy.
Gaia PucciInstitute of Bioimaging and Complex Biological Systems-National Research Council (IBSBC-CNR), Cefalù, Italy.
Flaminia QuattriniDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Alessandra ReticoPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Valeria RossoDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Giorgio RussoInstitute of Bioimaging and Complex Biological Systems-National Research Council (IBSBC-CNR), Cefalù, Italy.
Roberto SacchiPhysics Department, Università degli Studi di Torino, Torino, Italy.
Alessio SartiDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Silvia ScalisiDepartment of Physics and Astronomy "Ettore Majorana", University of Catania, Catania, Italy.
Camilla ScapicchioPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Angelo SchiaviDipartimento di Scienze di Base applicate per l'ingegneria, Sapienza Università di Roma, Rome, Italy.
Paolo StochinoCagliari Division, National Institute of Nuclear Physics (INFN), Cagliari, Italy.
Enrica StrettoiPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Francesco TommasinoTrento Institute for Fundamental Physics and Applications (TIFPA), National Institute for Nuclear Physics, (INFN), Povo, Italy.
Valentina TozziniPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.
Giacomo TrainiRoma I Division, National Institute of Nuclear Physics (INFN), Rome, Italy.
Gabriele TrovatoCatania Division, National Institute of Nuclear Physics (INFN), Catania, Italy.
Alice UsaiInstitute of Clinical Physiology, Italian National Research Council, Pisa, Italy.
Francesco UrsoDepartment of Physics "E. Fermi", University of Pisa, Pisa, Italy.
Fabio Di MartinoPisa Division, National Institute of Nuclear Physics (INFN), Pisa, Italy.

Funding

Fondazione Pisa Prog.N.134/2021MIRO (MInibeam RadiOtherapy) INFN CSN5 projectPRIN 2022, project n. 2022PLNN4F I53C24002710006
6 · The paper itself

Abstract

backgroundThe clinical translation of Minibeam RT (MBRT) has recently started thanks to the first human treatments recently performed. However, despite experimental evidence, the impact of the dose distribution parameters involved on the magnitude of the effect itself and the underlying radiobiological mechanisms are still only partially understood. To address this issue, systematic investigations are needed through the implementation of advanced quantitative experiments with a multidisciplinary approach, which is the one proposed in the framework of the INFN funded MIRO (MInibeam RadiOtherapy) project. PURPOSE: The aim of this work is to report on the on-going main activities recently carried out in the framework of the project, showing some of the main results achieved during the first 2 years of the project, in terms of: (i) facilities development and characterization; (ii) new dosimetric approaches; (iii) biological investigation of the effect; and (iv) development of the first tools for dose planning. The multidisciplinary approach adopted by this national Collaboration to tackle the main challenges of minibeam radiotherapy for a reliable and solid clinical translation is discussed.

methodsThe facilities involved in the project are: (i) two facilities dedicated to low (up to 9 MeV) and medium (up to 18 MeV) energy electron minibeam studies, one of them also equipped with an electron FLASH LINAC to study possible synergistic effects with UHDR beams; (ii) one facility dedicated to proton minibeam studies, with energies from 70 to 140 MeV. Novel dosimetric approaches, are presented, mainly based on scintillators, silicon and silicon carbide detectors. Novel techniques for the analysis of biological samples are described, leveraging both integrated averaged data and spatially resolved analysis. Furthermore, a framework for biological modeling using a multiscale approach is presented. A dedicated dose-planning tool is currently under development to compare "virtual" minibeam plans with conventional ones and, consequently, to quantitatively investigate the potential for clinical translation.

resultsAll the facilities were dosimetrically characterized, demonstrating the capability of producing controlled and reproducible electron and proton minibeams. These beams exhibited diverse physical parameters, including peak-to-valley ratios between 3 and 30 at the entrance and center-to-center distances between 2 and 3 mm. The developed detectors, specifically scintillators and silicon detectors, successfully measured the minibeam patterns with sub-millimeter resolution, while large-area silicon carbide detectors were used for average dose measurements. First in-vitro biological investigations performed with low energy minibeams clearly showed an enhanced survival fraction in the 16HBE healthy lung cells, while maintaining iso-effective cell killing in A549 cancer cells. Furthermore, a synergy was observed when combining UHDR electron beams with minibeams.

conclusionsThe multidisciplinary approach was consolidated during these first 2 years of the MIRO project, as demonstrated by the results obtained both in terms of dosimetric characterization and biological investigations. The dedicated framework for modelling is being optimized to support the biological findings, allowing for a better interpretation of the results. The tool for dose planning, still under development, will allow the investigation of peculiar configurations to explore new frontiers in the perspective of future human trials.

Indexed as

ElectronsProtonsProton TherapyHumansRadiometryRadiotherapy DosageRadiotherapy Planning, Computer-AssistedProtons

Identifiers

PMID42547911
PMCPMC13433822

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