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Article: Multi-institutional experimental validation of online adaptive proton therapy workflows

TitleMulti-institutional experimental validation of online adaptive proton therapy workflows
Authors
Keywordsadaptive proton therapy
anthropomorphic phantom
dose restoration
multi-institutional experiment
online adaptive radiotherapy
plan reoptimization
proton dosimetry
Issue Date2024
Citation
Physics in Medicine and Biology, 2024, v. 69, n. 16, article no. 165021 How to Cite?
AbstractObjective. To experimentally validate two online adaptive proton therapy (APT) workflows using Gafchromic EBT3 films and optically stimulated luminescent dosimeters (OSLDs) in an anthropomorphic head-and-neck phantom. Approach. A three-field proton plan was optimized on the planning CT of the head-and-neck phantom with 2.0 Gy(RBE) per fraction prescribed to the clinical target volume. Four fractions were simulated by varying the internal anatomy of the phantom. Three distinct methods were delivered: daily APT researched by the Paul Scherrer Institute (DAPTPSI), online adaptation researched by the Massachusetts General Hospital (OAMGH), and a non-adaptive (NA) workflow. All methods were implemented and measured at PSI. DAPTPSI performed full online replanning based on analytical dose calculation, optimizing to the same objectives as the initial treatment plan. OAMGH performed Monte-Carlo-based online plan adaptation by only changing the fluences of a subset of proton beamlets, mimicking the planned dose distribution. NA delivered the initial plan with a couch-shift correction based on in-room imaging. For all 12 deliveries, two films and two sets of OSLDs were placed at different locations in the phantom. Main results. Both adaptive methods showed improved dosimetric results compared to NA. For film measurements in the presence of anatomical variations, the [min-max] gamma pass rates (3%/3 mm) between measured and clinically approved doses were [91.5%-96.1%], [94.0%-95.8%], and [67.2%-93.1%] for DAPTPSI, OAMGH, and NA, respectively. The OSLDs confirmed the dose calculations in terms of absolute dosimetry. Between the two adaptive workflows, OAMGH showed improved target coverage, while DAPTPSI showed improved normal tissue sparing, particularly relevant for the brainstem. Significance. This is the first multi-institutional study to experimentally validate two different concepts with respect to online APT workflows. It highlights their respective dosimetric advantages, particularly in managing interfractional variations in patient anatomy that cannot be addressed by non-adaptive methods, such as internal anatomy changes.
Persistent Identifierhttp://hdl.handle.net/10722/345830
ISSN
2023 Impact Factor: 3.3
2023 SCImago Journal Rankings: 0.972

 

DC FieldValueLanguage
dc.contributor.authorBobić, Mislav-
dc.contributor.authorChoulilitsa, Evangelia-
dc.contributor.authorLee, Hoyeon-
dc.contributor.authorCzerska, Katarzyna-
dc.contributor.authorChristensen, Jeppe B.-
dc.contributor.authorMayor, Alexandre-
dc.contributor.authorSafai, Sairos-
dc.contributor.authorWiney, Brian A.-
dc.contributor.authorWeber, Damien C.-
dc.contributor.authorLomax, Antony J.-
dc.contributor.authorPaganetti, Harald-
dc.contributor.authorNesteruk, Konrad P.-
dc.contributor.authorAlbertini, Francesca-
dc.date.accessioned2024-09-01T11:00:00Z-
dc.date.available2024-09-01T11:00:00Z-
dc.date.issued2024-
dc.identifier.citationPhysics in Medicine and Biology, 2024, v. 69, n. 16, article no. 165021-
dc.identifier.issn0031-9155-
dc.identifier.urihttp://hdl.handle.net/10722/345830-
dc.description.abstractObjective. To experimentally validate two online adaptive proton therapy (APT) workflows using Gafchromic EBT3 films and optically stimulated luminescent dosimeters (OSLDs) in an anthropomorphic head-and-neck phantom. Approach. A three-field proton plan was optimized on the planning CT of the head-and-neck phantom with 2.0 Gy(RBE) per fraction prescribed to the clinical target volume. Four fractions were simulated by varying the internal anatomy of the phantom. Three distinct methods were delivered: daily APT researched by the Paul Scherrer Institute (DAPTPSI), online adaptation researched by the Massachusetts General Hospital (OAMGH), and a non-adaptive (NA) workflow. All methods were implemented and measured at PSI. DAPTPSI performed full online replanning based on analytical dose calculation, optimizing to the same objectives as the initial treatment plan. OAMGH performed Monte-Carlo-based online plan adaptation by only changing the fluences of a subset of proton beamlets, mimicking the planned dose distribution. NA delivered the initial plan with a couch-shift correction based on in-room imaging. For all 12 deliveries, two films and two sets of OSLDs were placed at different locations in the phantom. Main results. Both adaptive methods showed improved dosimetric results compared to NA. For film measurements in the presence of anatomical variations, the [min-max] gamma pass rates (3%/3 mm) between measured and clinically approved doses were [91.5%-96.1%], [94.0%-95.8%], and [67.2%-93.1%] for DAPTPSI, OAMGH, and NA, respectively. The OSLDs confirmed the dose calculations in terms of absolute dosimetry. Between the two adaptive workflows, OAMGH showed improved target coverage, while DAPTPSI showed improved normal tissue sparing, particularly relevant for the brainstem. Significance. This is the first multi-institutional study to experimentally validate two different concepts with respect to online APT workflows. It highlights their respective dosimetric advantages, particularly in managing interfractional variations in patient anatomy that cannot be addressed by non-adaptive methods, such as internal anatomy changes.-
dc.languageeng-
dc.relation.ispartofPhysics in Medicine and Biology-
dc.subjectadaptive proton therapy-
dc.subjectanthropomorphic phantom-
dc.subjectdose restoration-
dc.subjectmulti-institutional experiment-
dc.subjectonline adaptive radiotherapy-
dc.subjectplan reoptimization-
dc.subjectproton dosimetry-
dc.titleMulti-institutional experimental validation of online adaptive proton therapy workflows-
dc.typeArticle-
dc.description.naturelink_to_subscribed_fulltext-
dc.identifier.doi10.1088/1361-6560/ad6527-
dc.identifier.pmid39025115-
dc.identifier.scopuseid_2-s2.0-85200827042-
dc.identifier.volume69-
dc.identifier.issue16-
dc.identifier.spagearticle no. 165021-
dc.identifier.epagearticle no. 165021-
dc.identifier.eissn1361-6560-

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