The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset

Background and purpose: Proton therapy is expected to outperform photon-based treatment regarding organs at risk (OAR) sparing but to date there is no method to practically measure clinical benefit. Here, we introduce the novel ROCOCO Performance Scoring System (RPSS) translating dose differences in...

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Main Authors: Lieke in 't Ven, Erik Roelofs, Macarena Cubillos Mesías, Inge Compter, Yvonne L.B. Klaver, Robert Jan Smeenk, Geert O. Janssens, Johannes H.A.M. Kaanders, Raquel Davila Fajardo, Foppe Oldenburger, Dirk de Ruysscher, Esther G.C. Troost, Daniëlle B.P. Eekers
Format: Article
Language:English
Published: Elsevier 2021-05-01
Series:Clinical and Translational Radiation Oncology
Subjects:
Online Access:http://www.sciencedirect.com/science/article/pii/S2405630821000203
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author Lieke in 't Ven
Erik Roelofs
Macarena Cubillos Mesías
Inge Compter
Yvonne L.B. Klaver
Robert Jan Smeenk
Geert O. Janssens
Johannes H.A.M. Kaanders
Raquel Davila Fajardo
Foppe Oldenburger
Dirk de Ruysscher
Esther G.C. Troost
Daniëlle B.P. Eekers
spellingShingle Lieke in 't Ven
Erik Roelofs
Macarena Cubillos Mesías
Inge Compter
Yvonne L.B. Klaver
Robert Jan Smeenk
Geert O. Janssens
Johannes H.A.M. Kaanders
Raquel Davila Fajardo
Foppe Oldenburger
Dirk de Ruysscher
Esther G.C. Troost
Daniëlle B.P. Eekers
The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
Clinical and Translational Radiation Oncology
Low grade glioma
Pilocytic astrocytoma
Organ at risk
Proton therapy
Cognition
Scoring system
author_facet Lieke in 't Ven
Erik Roelofs
Macarena Cubillos Mesías
Inge Compter
Yvonne L.B. Klaver
Robert Jan Smeenk
Geert O. Janssens
Johannes H.A.M. Kaanders
Raquel Davila Fajardo
Foppe Oldenburger
Dirk de Ruysscher
Esther G.C. Troost
Daniëlle B.P. Eekers
author_sort Lieke in 't Ven
title The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
title_short The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
title_full The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
title_fullStr The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
title_full_unstemmed The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
title_sort rococo performance scoring system translates dosimetric differences into clinically relevant endpoints: comparing impt to vmat in an example pilocytic astrocytoma dataset
publisher Elsevier
series Clinical and Translational Radiation Oncology
issn 2405-6308
publishDate 2021-05-01
description Background and purpose: Proton therapy is expected to outperform photon-based treatment regarding organs at risk (OAR) sparing but to date there is no method to practically measure clinical benefit. Here, we introduce the novel ROCOCO Performance Scoring System (RPSS) translating dose differences into clinically relevant endpoints and apply this to a treatment plan comparison of volumetric modulated arc therapy (VMAT) and intensity modulated proton therapy (IMPT) in 20 pilocytic astrocytoma patients. Material and methods: The RPSS was developed on the basis of expert-based weighting factors and toxicity scores per OAR. The imaging datasets of 20 pilocytic astrocytoma patients having undergone radiotherapy were included in this in silico dosimetric comparison trial as proof of principle. For each of these patients, treatment plans to a total dose of 54 Gy (RBE) were generated for VMAT and IMPT and these were compared regarding radiation dose to the clinical target volume (CTV) and OARs. The RPSS was calculated for each treatment plan comparing VMAT and IMPT. Results: In 40 analysed treatment plans, the average and low dose volumes to various OARs were significantly reduced when using IMPT compared to VMAT (p < 0.05). Using the RPSS, a significant difference between both treatment modalities was found, with 85% of the patients having a lower RPSS in favour of the IMPT plan. Conclusion: There are dosimetric differences between IMPT and VMAT in pilocytic astrocytoma patients. In absence of clinically validated NTCP models we introduce the RPSS model in order to objectively compare treatment modalities by translating dosimetric differences in potential clinical differences.
topic Low grade glioma
Pilocytic astrocytoma
Organ at risk
Proton therapy
Cognition
Scoring system
url http://www.sciencedirect.com/science/article/pii/S2405630821000203
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spelling doaj-55346c32e39d49f38bc54a236e5e14982021-06-02T19:23:21ZengElsevierClinical and Translational Radiation Oncology2405-63082021-05-01283238The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma datasetLieke in 't Ven0Erik Roelofs1Macarena Cubillos Mesías2Inge Compter3Yvonne L.B. Klaver4Robert Jan Smeenk5Geert O. Janssens6Johannes H.A.M. Kaanders7Raquel Davila Fajardo8Foppe Oldenburger9Dirk de Ruysscher10Esther G.C. Troost11Daniëlle B.P. Eekers12Department of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre, Maastricht, the Netherlands; Corresponding author at: Doctor Tanslaan 12, 31 6229 ET Maastricht, the Netherlands.Department of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre, Maastricht, the NetherlandsOncoRay – National Center for Radiation Research in Oncology, Dresden, GermanyDepartment of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre, Maastricht, the NetherlandsHollandPTC, Delft, the NetherlandsDepartment of Radiation Oncology, Radboud University Medical Centre, Nijmegen, the NetherlandsDepartment of Radiation Oncology, University Medical Center Utrecht, Utrecht, the Netherlands; Princess Máxima Center for Pediatric Oncology, Utrecht, the NetherlandsDepartment of Radiation Oncology, Radboud University Medical Centre, Nijmegen, the NetherlandsDepartment of Radiation Oncology, University Medical Center Utrecht, Utrecht, the Netherlands; Princess Máxima Center for Pediatric Oncology, Utrecht, the NetherlandsDepartment of Radiation Oncology, Academic Medical Centers, Location AMC, Amsterdam , the NetherlandsDepartment of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre, Maastricht, the Netherlands; KU Leuven, Radiation Oncology University Hospitals Leuven, Department of Radiation Oncology/KU Leuven, Radiation Oncology, Leuven, BelgiumDepartment of Radiotherapy and Radiation Oncology, Faculty of Medicine and University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany; Institute of Radiooncology-OncoRay, Helmholtz-Zentrum Dresden - Rossendorf, Dresden, Germany; OncoRay – National Center for Radiation Research in Oncology, Dresden, GermanyDepartment of Radiation Oncology (Maastro), GROW School for Oncology, Maastricht University Medical Centre, Maastricht, the NetherlandsBackground and purpose: Proton therapy is expected to outperform photon-based treatment regarding organs at risk (OAR) sparing but to date there is no method to practically measure clinical benefit. Here, we introduce the novel ROCOCO Performance Scoring System (RPSS) translating dose differences into clinically relevant endpoints and apply this to a treatment plan comparison of volumetric modulated arc therapy (VMAT) and intensity modulated proton therapy (IMPT) in 20 pilocytic astrocytoma patients. Material and methods: The RPSS was developed on the basis of expert-based weighting factors and toxicity scores per OAR. The imaging datasets of 20 pilocytic astrocytoma patients having undergone radiotherapy were included in this in silico dosimetric comparison trial as proof of principle. For each of these patients, treatment plans to a total dose of 54 Gy (RBE) were generated for VMAT and IMPT and these were compared regarding radiation dose to the clinical target volume (CTV) and OARs. The RPSS was calculated for each treatment plan comparing VMAT and IMPT. Results: In 40 analysed treatment plans, the average and low dose volumes to various OARs were significantly reduced when using IMPT compared to VMAT (p < 0.05). Using the RPSS, a significant difference between both treatment modalities was found, with 85% of the patients having a lower RPSS in favour of the IMPT plan. Conclusion: There are dosimetric differences between IMPT and VMAT in pilocytic astrocytoma patients. In absence of clinically validated NTCP models we introduce the RPSS model in order to objectively compare treatment modalities by translating dosimetric differences in potential clinical differences.http://www.sciencedirect.com/science/article/pii/S2405630821000203Low grade gliomaPilocytic astrocytomaOrgan at riskProton therapyCognitionScoring system