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MultiRBE: Treatment planning for protons with selective radiobiological effectiveness

dc.contributor.authorSánchez Parcerisa, Daniel
dc.contributor.authorLópez‐Aguirre, Miguel
dc.contributor.authorDolcet Llerena, Ana
dc.contributor.authorUdías Moinelo, José Manuel
dc.date.accessioned2023-06-17T12:32:44Z
dc.date.available2023-06-17T12:32:44Z
dc.date.issued2019-07-31
dc.descriptionWork supported by the Spanish Government (FPA2015-65035-P, RTC-2015-3772-1), Comunidad de Madrid (S2013/MIT-3024 TOPUS-CM, B2017/BMD-3888 PRONTO-CM), European Regional Funds and the European Union’s Horizon 2020 research and innovation programme under the Marie Sklodowska-Curie grant agreement No 793576 (CAPPERAM).
dc.description.abstractPurpose: Clinical treatment planning protocols for protons recommend a uniform value radiobiological effectiveness (RBE) of protons of 1.1 throughout the treatment field, despite evidence from in-vitro and animal studies that proton RBE increases with linear energy transfer (LET), causing tissues placed distally to the target location to receive a presumably higher biological dose than estimated. While several voices in the medical physics community have advocated for variable RBE-based optimization, the uncertainties in RBE models have prevented its implementation in clinical practice, since an overestimation of RBE could cause significant target underdosage. Methods: We propose a mixed RBE model (MultiRBE), where a uniform RBE is used in the target contours to ensure an adequate tumor coverage in terms of physical dose, but a variable RBE is used elsewhere. Our model was implemented in the open-source treatment planning system matRad and three example cases were planned: a homogeneous phantom, a prostate tumor and a head-andneck case. MultiRBE was used for plan optimization, and the produced plans were subsequently evaluated in terms of physical dose coverage (V95%) and variable RBE-weighted dose in organs at risk and normal tissue complication probabilities (NTCP), where prediction models were available. Results: The planning algorithm showed potential for reducing the biological dose in organs surrounding the planning target and thus decreasing the probability for complications in normal tissue (by up to 62% in the prostate case and 37% in the head-and-neck patient). This was achieved without compromising the target coverage or homogeneity in terms of physical dose, as a result of a smarter redistribution of dose among the surrounding tissues with regard to the optimization constraints. Conclusions: The results prove the ability of the MultiRBE model to reduce biological dose at healthy tissues without compromising the dose coverage of the tumor, with independence of the variable RBE models used.
dc.description.departmentDepto. de Estructura de la Materia, Física Térmica y Electrónica
dc.description.facultyFac. de Ciencias Físicas
dc.description.refereedTRUE
dc.description.sponsorshipUnión Europea. Horizonte 2020
dc.description.sponsorshipMinisterio de Ciencia e Innovación (MICINN)
dc.description.sponsorshipComunidad de Madrid
dc.description.sponsorshipCampus de Excelencia Internacional Moncloa
dc.description.statuspub
dc.eprint.idhttps://eprints.ucm.es/id/eprint/63623
dc.identifier.doi10.1002/mp.13718
dc.identifier.issn0094-2405
dc.identifier.officialurlhttps://doi.org/10.1002/mp.13718
dc.identifier.urihttps://hdl.handle.net/20.500.14352/12451
dc.issue.number9
dc.journal.titleMedical Physics
dc.language.isoeng
dc.page.final4284
dc.page.initial4276
dc.page.total9
dc.publisherWiley
dc.relation.projectIDCAPPERAM (793576)
dc.relation.projectID(FPA2015-65035-P, RTC-2015-3772-1, RTI2018-095800-A-I00)
dc.relation.projectIDPRONTO-CM (B2017/BMD-3888); TOPUS-CM (S2013/MIT-3024)
dc.relation.projectIDUCM (910059)
dc.rights.accessRightsopen access
dc.subject.keywordMultiRBE
dc.subject.keywordoptimization
dc.subject.keywordprotontherapy
dc.subject.keywordradiobiology
dc.subject.keywordRBE
dc.subject.keywordtreatment planning
dc.subject.ucmFísica (Física)
dc.subject.ucmOncología
dc.subject.unesco22 Física
dc.subject.unesco3201.01 Oncología
dc.titleMultiRBE: Treatment planning for protons with selective radiobiological effectiveness
dc.typejournal article
dc.volume.number46
dspace.entity.typePublication
relation.isAuthorOfPublicationd228b73c-ba3b-487d-91bd-5f4e22cf9c00
relation.isAuthorOfPublication3dc23e23-6e7e-47dd-bd61-8b6b7a1ad75f
relation.isAuthorOfPublication.latestForDiscoveryd228b73c-ba3b-487d-91bd-5f4e22cf9c00

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