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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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Autores principales: in 't Ven, Lieke, Roelofs, Erik, Cubillos Mesías, Macarena, Compter, Inge, Klaver, Yvonne L.B., Smeenk, Robert Jan, Janssens, Geert O., Kaanders, Johannes H.A.M., Fajardo, Raquel Davila, Oldenburger, Foppe, de Ruysscher, Dirk, Troost, Esther G.C., Eekers, Daniëlle B.P.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7966832/
https://www.ncbi.nlm.nih.gov/pubmed/33748441
http://dx.doi.org/10.1016/j.ctro.2021.02.006
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author in 't Ven, Lieke
Roelofs, Erik
Cubillos Mesías, Macarena
Compter, Inge
Klaver, Yvonne L.B.
Smeenk, Robert Jan
Janssens, Geert O.
Kaanders, Johannes H.A.M.
Fajardo, Raquel Davila
Oldenburger, Foppe
de Ruysscher, Dirk
Troost, Esther G.C.
Eekers, Daniëlle B.P.
author_facet in 't Ven, Lieke
Roelofs, Erik
Cubillos Mesías, Macarena
Compter, Inge
Klaver, Yvonne L.B.
Smeenk, Robert Jan
Janssens, Geert O.
Kaanders, Johannes H.A.M.
Fajardo, Raquel Davila
Oldenburger, Foppe
de Ruysscher, Dirk
Troost, Esther G.C.
Eekers, Daniëlle B.P.
author_sort in 't Ven, Lieke
collection PubMed
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.
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spelling pubmed-79668322021-03-19 The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset in 't Ven, Lieke Roelofs, Erik Cubillos Mesías, Macarena Compter, Inge Klaver, Yvonne L.B. Smeenk, Robert Jan Janssens, Geert O. Kaanders, Johannes H.A.M. Fajardo, Raquel Davila Oldenburger, Foppe de Ruysscher, Dirk Troost, Esther G.C. Eekers, Daniëlle B.P. Clin Transl Radiat Oncol Article 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. Elsevier 2021-02-22 /pmc/articles/PMC7966832/ /pubmed/33748441 http://dx.doi.org/10.1016/j.ctro.2021.02.006 Text en © 2021 Published by Elsevier B.V. on behalf of European Society for Radiotherapy and Oncology. http://creativecommons.org/licenses/by-nc-nd/4.0/ This is an open access article under the CC BY-NC-ND license (http://creativecommons.org/licenses/by-nc-nd/4.0/).
spellingShingle Article
in 't Ven, Lieke
Roelofs, Erik
Cubillos Mesías, Macarena
Compter, Inge
Klaver, Yvonne L.B.
Smeenk, Robert Jan
Janssens, Geert O.
Kaanders, Johannes H.A.M.
Fajardo, Raquel Davila
Oldenburger, Foppe
de Ruysscher, Dirk
Troost, Esther G.C.
Eekers, Daniëlle B.P.
The ROCOCO performance scoring system translates dosimetric differences into clinically relevant endpoints: Comparing IMPT to VMAT in an example pilocytic astrocytoma dataset
title 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_short 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
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC7966832/
https://www.ncbi.nlm.nih.gov/pubmed/33748441
http://dx.doi.org/10.1016/j.ctro.2021.02.006
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