Cargando…

An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy

BACKGROUND: The “gold standard” approach for defining an internal target volume (ITV) is using 10 gross tumor volume (GTV) phases delineated over the course of one respiratory cycle. However, different sites have adopted several alternative techniques which compress all temporal information into one...

Descripción completa

Detalles Bibliográficos
Autores principales: Mohatt, Dennis J., Keim, John M., Greene, Mathew C., Patel-Yadav, Ami, Gomez, Jorge A., Malhotra, Harish K.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: BioMed Central 2017
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5670725/
https://www.ncbi.nlm.nih.gov/pubmed/29100548
http://dx.doi.org/10.1186/s13014-017-0907-8
_version_ 1783276094180294656
author Mohatt, Dennis J.
Keim, John M.
Greene, Mathew C.
Patel-Yadav, Ami
Gomez, Jorge A.
Malhotra, Harish K.
author_facet Mohatt, Dennis J.
Keim, John M.
Greene, Mathew C.
Patel-Yadav, Ami
Gomez, Jorge A.
Malhotra, Harish K.
author_sort Mohatt, Dennis J.
collection PubMed
description BACKGROUND: The “gold standard” approach for defining an internal target volume (ITV) is using 10 gross tumor volume (GTV) phases delineated over the course of one respiratory cycle. However, different sites have adopted several alternative techniques which compress all temporal information into one CT image set to optimize work flow efficiency. The purpose of this study is to evaluate alternative target segmentation strategies with respect to the 10 phase gold standard. METHODS: A Quasar respiratory motion phantom was employed to simulate lung tumor movement. Utilizing 4DCT imaging, a gold standard ITV was created by merging 10 GTV time resolved image sets. Four alternative planed ITV’s were compared using free breathing (FB), average intensity projection (AIP), maximum image projection (MIP), and an augmented FB (FB-Aug) set where the ITV included structures from FB plus max-inhale/exhale image sets. Statistical analysis was performed using the Dice similarity coefficient (DSC). Seventeen patients previously treated for lung SBRT were also included in this retroactive study. RESULTS: PTV’s derived from the FB image set are the least comparable with the 10 phase benchmark (DSC = 0.740-0.408). For phantom target motion greater than 1 cm, FB and AIP ITV delineation exceeded the 10 phase benchmark by 2% or greater, whereas MIP target segmentation was found to be consistently within 2% agreement with the gold standard (DSC > 0.878). Clinically, however, the FB-Aug method proved to be most favorable for tumor movement up to 2 cm (DSC = 0.881 ± 0.056). CONCLUSION: Our results indicate the range of tumor motion dictates the accuracy of the defined PTV with respect to the gold standard. When considering delineation efficiency relative to the 10 phase benchmark, the FB-Aug technique presents a potentially proficient and viable clinical alternative. Among various techniques used for image segmentation, a judicious balance between accuracy and efficiency is inherently required to account for tumor trajectory, range and rate of mobility.
format Online
Article
Text
id pubmed-5670725
institution National Center for Biotechnology Information
language English
publishDate 2017
publisher BioMed Central
record_format MEDLINE/PubMed
spelling pubmed-56707252017-11-15 An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy Mohatt, Dennis J. Keim, John M. Greene, Mathew C. Patel-Yadav, Ami Gomez, Jorge A. Malhotra, Harish K. Radiat Oncol Research BACKGROUND: The “gold standard” approach for defining an internal target volume (ITV) is using 10 gross tumor volume (GTV) phases delineated over the course of one respiratory cycle. However, different sites have adopted several alternative techniques which compress all temporal information into one CT image set to optimize work flow efficiency. The purpose of this study is to evaluate alternative target segmentation strategies with respect to the 10 phase gold standard. METHODS: A Quasar respiratory motion phantom was employed to simulate lung tumor movement. Utilizing 4DCT imaging, a gold standard ITV was created by merging 10 GTV time resolved image sets. Four alternative planed ITV’s were compared using free breathing (FB), average intensity projection (AIP), maximum image projection (MIP), and an augmented FB (FB-Aug) set where the ITV included structures from FB plus max-inhale/exhale image sets. Statistical analysis was performed using the Dice similarity coefficient (DSC). Seventeen patients previously treated for lung SBRT were also included in this retroactive study. RESULTS: PTV’s derived from the FB image set are the least comparable with the 10 phase benchmark (DSC = 0.740-0.408). For phantom target motion greater than 1 cm, FB and AIP ITV delineation exceeded the 10 phase benchmark by 2% or greater, whereas MIP target segmentation was found to be consistently within 2% agreement with the gold standard (DSC > 0.878). Clinically, however, the FB-Aug method proved to be most favorable for tumor movement up to 2 cm (DSC = 0.881 ± 0.056). CONCLUSION: Our results indicate the range of tumor motion dictates the accuracy of the defined PTV with respect to the gold standard. When considering delineation efficiency relative to the 10 phase benchmark, the FB-Aug technique presents a potentially proficient and viable clinical alternative. Among various techniques used for image segmentation, a judicious balance between accuracy and efficiency is inherently required to account for tumor trajectory, range and rate of mobility. BioMed Central 2017-11-03 /pmc/articles/PMC5670725/ /pubmed/29100548 http://dx.doi.org/10.1186/s13014-017-0907-8 Text en © The Author(s). 2017 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
Mohatt, Dennis J.
Keim, John M.
Greene, Mathew C.
Patel-Yadav, Ami
Gomez, Jorge A.
Malhotra, Harish K.
An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
title An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
title_full An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
title_fullStr An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
title_full_unstemmed An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
title_short An investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
title_sort investigation into the range dependence of target delineation strategies for stereotactic lung radiotherapy
topic Research
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5670725/
https://www.ncbi.nlm.nih.gov/pubmed/29100548
http://dx.doi.org/10.1186/s13014-017-0907-8
work_keys_str_mv AT mohattdennisj aninvestigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT keimjohnm aninvestigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT greenemathewc aninvestigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT patelyadavami aninvestigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT gomezjorgea aninvestigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT malhotraharishk aninvestigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT mohattdennisj investigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT keimjohnm investigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT greenemathewc investigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT patelyadavami investigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT gomezjorgea investigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy
AT malhotraharishk investigationintotherangedependenceoftargetdelineationstrategiesforstereotacticlungradiotherapy