Cargando…

Radiation treatment planning with embedded dose escalation

BACKGROUND: Heterogeneous target doses are a common by-product from attempts to improve normal tissue sparing in radiosurgery treatment planning. These regions of escalated dose within the target may increase tumor control probability (TCP). Purposely embedding hot spots within tumors during optimiz...

Descripción completa

Detalles Bibliográficos
Autores principales: Hrinivich, William T., McNutt, Todd R., Meyer, Jeffrey J.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2019
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6693221/
https://www.ncbi.nlm.nih.gov/pubmed/31412952
http://dx.doi.org/10.1186/s13014-019-1348-3
_version_ 1783443669628485632
author Hrinivich, William T.
McNutt, Todd R.
Meyer, Jeffrey J.
author_facet Hrinivich, William T.
McNutt, Todd R.
Meyer, Jeffrey J.
author_sort Hrinivich, William T.
collection PubMed
description BACKGROUND: Heterogeneous target doses are a common by-product from attempts to improve normal tissue sparing in radiosurgery treatment planning. These regions of escalated dose within the target may increase tumor control probability (TCP). Purposely embedding hot spots within tumors during optimization may also increase the TCP. This study discusses and compares five optimization approaches that not only eliminate homogeneity constraints, but also maximize heterogeneity and internal dose escalation. METHODS: Co-planar volumetric modulated arc therapy (VMAT) plans were produced for virtual spherical targets with 2–8 cm diameters, minimum target dose objectives of 25 Gy, and objectives to minimize normal tissue dose. Five other sets of plans were produced with additional target dose objectives: 1) minimum dose-volume histogram (DVH) objective on 10% of the target 2) minimum dose objective on a sub-structure within the target, and 3–5) minimum generalized equivalent uniform dose (gEUD) objectives assuming three different volume-effect parameters. Plans were normalized to provide equivalent maximum OAR dose and were compared in terms of target D0.1 cc, ratio of V12.5 Gy to PTV volume (R50%), monitor units per 5 Gy fraction (MU), and mean multi-leaf collimator (MLC) segment size. All planning approaches were also applied to a clinical patient dataset and compared. RESULTS: Mean ± standard deviation metrics achievable using the baseline and experimental approaches 1–5) included D0.1 cc: 27.7 ± 0.8, 64.6 ± 10.5, 56.5 ± 10.3, 48.9 ± 5.7, 44.8 ± 5.0, and 37.4 ± 4.5 Gy. R50%: 4.64 ± 3.27, 5.15 ± 2.32, 4.83 ± 2.64, 4.42 ± 1.83, 4.45 ± 1.88, and 4.21 ± 1.75. MU: 795 ± 27, 1988 ± 222, 1766 ± 259, 1612 ± 112, 1524 ± 90, and 1362 ± 146. MLC segment size: 4.7 ± 1.6, 2.3 ± 0.7, 2.6 ± 0.8, 2.7 ± 0.7, 2.7 ± 0.8, and 2.8 ± 0.8 cm. CONCLUSIONS: The DVH-based approach provided the highest embedded doses for all target diameters and patient example with modest increases in R50%, achieved by decreasing MLC segment size while increasing MU. These results suggest that embedding doses > 220% of tumor margin dose is feasible, potentially improving TCP for solid tumors.
format Online
Article
Text
id pubmed-6693221
institution National Center for Biotechnology Information
language English
publishDate 2019
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-66932212019-08-16 Radiation treatment planning with embedded dose escalation Hrinivich, William T. McNutt, Todd R. Meyer, Jeffrey J. Radiat Oncol Research BACKGROUND: Heterogeneous target doses are a common by-product from attempts to improve normal tissue sparing in radiosurgery treatment planning. These regions of escalated dose within the target may increase tumor control probability (TCP). Purposely embedding hot spots within tumors during optimization may also increase the TCP. This study discusses and compares five optimization approaches that not only eliminate homogeneity constraints, but also maximize heterogeneity and internal dose escalation. METHODS: Co-planar volumetric modulated arc therapy (VMAT) plans were produced for virtual spherical targets with 2–8 cm diameters, minimum target dose objectives of 25 Gy, and objectives to minimize normal tissue dose. Five other sets of plans were produced with additional target dose objectives: 1) minimum dose-volume histogram (DVH) objective on 10% of the target 2) minimum dose objective on a sub-structure within the target, and 3–5) minimum generalized equivalent uniform dose (gEUD) objectives assuming three different volume-effect parameters. Plans were normalized to provide equivalent maximum OAR dose and were compared in terms of target D0.1 cc, ratio of V12.5 Gy to PTV volume (R50%), monitor units per 5 Gy fraction (MU), and mean multi-leaf collimator (MLC) segment size. All planning approaches were also applied to a clinical patient dataset and compared. RESULTS: Mean ± standard deviation metrics achievable using the baseline and experimental approaches 1–5) included D0.1 cc: 27.7 ± 0.8, 64.6 ± 10.5, 56.5 ± 10.3, 48.9 ± 5.7, 44.8 ± 5.0, and 37.4 ± 4.5 Gy. R50%: 4.64 ± 3.27, 5.15 ± 2.32, 4.83 ± 2.64, 4.42 ± 1.83, 4.45 ± 1.88, and 4.21 ± 1.75. MU: 795 ± 27, 1988 ± 222, 1766 ± 259, 1612 ± 112, 1524 ± 90, and 1362 ± 146. MLC segment size: 4.7 ± 1.6, 2.3 ± 0.7, 2.6 ± 0.8, 2.7 ± 0.7, 2.7 ± 0.8, and 2.8 ± 0.8 cm. CONCLUSIONS: The DVH-based approach provided the highest embedded doses for all target diameters and patient example with modest increases in R50%, achieved by decreasing MLC segment size while increasing MU. These results suggest that embedding doses > 220% of tumor margin dose is feasible, potentially improving TCP for solid tumors. BioMed Central 2019-08-14 /pmc/articles/PMC6693221/ /pubmed/31412952 http://dx.doi.org/10.1186/s13014-019-1348-3 Text en © The Author(s). 2019 Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.
spellingShingle Research
Hrinivich, William T.
McNutt, Todd R.
Meyer, Jeffrey J.
Radiation treatment planning with embedded dose escalation
title Radiation treatment planning with embedded dose escalation
title_full Radiation treatment planning with embedded dose escalation
title_fullStr Radiation treatment planning with embedded dose escalation
title_full_unstemmed Radiation treatment planning with embedded dose escalation
title_short Radiation treatment planning with embedded dose escalation
title_sort radiation treatment planning with embedded dose escalation
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC6693221/
https://www.ncbi.nlm.nih.gov/pubmed/31412952
http://dx.doi.org/10.1186/s13014-019-1348-3
work_keys_str_mv AT hrinivichwilliamt radiationtreatmentplanningwithembeddeddoseescalation
AT mcnutttoddr radiationtreatmentplanningwithembeddeddoseescalation
AT meyerjeffreyj radiationtreatmentplanningwithembeddeddoseescalation