Cargando…

A component method to delineate surgical spine implants for proton Monte Carlo dose calculation

PURPOSE: Metallic implants have been correlated to local control failure for spinal sarcoma and chordoma patients due to the uncertainty of implant delineation from computed tomography (CT). Such uncertainty can compromise the proton Monte Carlo dose calculation (MCDC) accuracy. A component method i...

Descripción completa

Detalles Bibliográficos
Autores principales: Chang, Chih‐Wei, Charyyev, Serdar, Harms, Joseph, Slopsema, Roelf, Wolf, Jonathan, Refai, Daniel, Yoon, Tim, McDonald, Mark W., Bradley, Jeffrey D., Leng, Shuai, Zhou, Jun, Yang, Xiaofeng, Lin, Liyong
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9859997/
https://www.ncbi.nlm.nih.gov/pubmed/36210177
http://dx.doi.org/10.1002/acm2.13800
_version_ 1784874475540447232
author Chang, Chih‐Wei
Charyyev, Serdar
Harms, Joseph
Slopsema, Roelf
Wolf, Jonathan
Refai, Daniel
Yoon, Tim
McDonald, Mark W.
Bradley, Jeffrey D.
Leng, Shuai
Zhou, Jun
Yang, Xiaofeng
Lin, Liyong
author_facet Chang, Chih‐Wei
Charyyev, Serdar
Harms, Joseph
Slopsema, Roelf
Wolf, Jonathan
Refai, Daniel
Yoon, Tim
McDonald, Mark W.
Bradley, Jeffrey D.
Leng, Shuai
Zhou, Jun
Yang, Xiaofeng
Lin, Liyong
author_sort Chang, Chih‐Wei
collection PubMed
description PURPOSE: Metallic implants have been correlated to local control failure for spinal sarcoma and chordoma patients due to the uncertainty of implant delineation from computed tomography (CT). Such uncertainty can compromise the proton Monte Carlo dose calculation (MCDC) accuracy. A component method is proposed to determine the dimension and volume of the implants from CT images. METHODS: The proposed component method leverages the knowledge of surgical implants from medical supply vendors to predefine accurate contours for each implant component, including tulips, screw bodies, lockers, and rods. A retrospective patient study was conducted to demonstrate the feasibility of the method. The reference implant materials and samples were collected from patient medical records and vendors, Medtronic and NuVasive. Additional CT images with extensive features, such as extended Hounsfield units and various reconstruction diameters, were used to quantify the uncertainty of implant contours. RESULTS: For in vivo patient implant estimation, the reference and the component method differences were 0.35, 0.17, and 0.04 cm(3) for tulips, screw bodies, and rods, respectively. The discrepancies by a conventional threshold method were 5.46, 0.76, and 0.05 cm(3), respectively. The mischaracterization of implant materials and dimensions can underdose the clinical target volume coverage by 20 cm(3) for a patient with eight lumbar implants. The tulip dominates the dosimetry uncertainty as it can be made from titanium or cobalt–chromium alloys by different vendors. CONCLUSIONS: A component method was developed and demonstrated using phantom and patient studies with implants. The proposed method provides more accurate implant characterization for proton MCDC and can potentially enhance the treatment quality for proton therapy. The current proof‐of‐concept study is limited to the implant characterization for lumbar spine. Future investigations could be extended to cervical spine and dental implants for head‐and‐neck patients where tight margins are required to spare organs at risk.
format Online
Article
Text
id pubmed-9859997
institution National Center for Biotechnology Information
language English
publishDate 2022
publisher John Wiley and Sons Inc.
record_format MEDLINE/PubMed
spelling pubmed-98599972023-01-24 A component method to delineate surgical spine implants for proton Monte Carlo dose calculation Chang, Chih‐Wei Charyyev, Serdar Harms, Joseph Slopsema, Roelf Wolf, Jonathan Refai, Daniel Yoon, Tim McDonald, Mark W. Bradley, Jeffrey D. Leng, Shuai Zhou, Jun Yang, Xiaofeng Lin, Liyong J Appl Clin Med Phys Radiation Oncology Physics PURPOSE: Metallic implants have been correlated to local control failure for spinal sarcoma and chordoma patients due to the uncertainty of implant delineation from computed tomography (CT). Such uncertainty can compromise the proton Monte Carlo dose calculation (MCDC) accuracy. A component method is proposed to determine the dimension and volume of the implants from CT images. METHODS: The proposed component method leverages the knowledge of surgical implants from medical supply vendors to predefine accurate contours for each implant component, including tulips, screw bodies, lockers, and rods. A retrospective patient study was conducted to demonstrate the feasibility of the method. The reference implant materials and samples were collected from patient medical records and vendors, Medtronic and NuVasive. Additional CT images with extensive features, such as extended Hounsfield units and various reconstruction diameters, were used to quantify the uncertainty of implant contours. RESULTS: For in vivo patient implant estimation, the reference and the component method differences were 0.35, 0.17, and 0.04 cm(3) for tulips, screw bodies, and rods, respectively. The discrepancies by a conventional threshold method were 5.46, 0.76, and 0.05 cm(3), respectively. The mischaracterization of implant materials and dimensions can underdose the clinical target volume coverage by 20 cm(3) for a patient with eight lumbar implants. The tulip dominates the dosimetry uncertainty as it can be made from titanium or cobalt–chromium alloys by different vendors. CONCLUSIONS: A component method was developed and demonstrated using phantom and patient studies with implants. The proposed method provides more accurate implant characterization for proton MCDC and can potentially enhance the treatment quality for proton therapy. The current proof‐of‐concept study is limited to the implant characterization for lumbar spine. Future investigations could be extended to cervical spine and dental implants for head‐and‐neck patients where tight margins are required to spare organs at risk. John Wiley and Sons Inc. 2022-10-09 /pmc/articles/PMC9859997/ /pubmed/36210177 http://dx.doi.org/10.1002/acm2.13800 Text en © 2022 The Authors. Journal of Applied Clinical Medical Physics published by Wiley Periodicals, LLC on behalf of The American Association of Physicists in Medicine. https://creativecommons.org/licenses/by/4.0/This is an open access article under the terms of the http://creativecommons.org/licenses/by/4.0/ (https://creativecommons.org/licenses/by/4.0/) License, which permits use, distribution and reproduction in any medium, provided the original work is properly cited.
spellingShingle Radiation Oncology Physics
Chang, Chih‐Wei
Charyyev, Serdar
Harms, Joseph
Slopsema, Roelf
Wolf, Jonathan
Refai, Daniel
Yoon, Tim
McDonald, Mark W.
Bradley, Jeffrey D.
Leng, Shuai
Zhou, Jun
Yang, Xiaofeng
Lin, Liyong
A component method to delineate surgical spine implants for proton Monte Carlo dose calculation
title A component method to delineate surgical spine implants for proton Monte Carlo dose calculation
title_full A component method to delineate surgical spine implants for proton Monte Carlo dose calculation
title_fullStr A component method to delineate surgical spine implants for proton Monte Carlo dose calculation
title_full_unstemmed A component method to delineate surgical spine implants for proton Monte Carlo dose calculation
title_short A component method to delineate surgical spine implants for proton Monte Carlo dose calculation
title_sort component method to delineate surgical spine implants for proton monte carlo dose calculation
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9859997/
https://www.ncbi.nlm.nih.gov/pubmed/36210177
http://dx.doi.org/10.1002/acm2.13800
work_keys_str_mv AT changchihwei acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT charyyevserdar acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT harmsjoseph acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT slopsemaroelf acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT wolfjonathan acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT refaidaniel acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT yoontim acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT mcdonaldmarkw acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT bradleyjeffreyd acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT lengshuai acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT zhoujun acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT yangxiaofeng acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT linliyong acomponentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT changchihwei componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT charyyevserdar componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT harmsjoseph componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT slopsemaroelf componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT wolfjonathan componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT refaidaniel componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT yoontim componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT mcdonaldmarkw componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT bradleyjeffreyd componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT lengshuai componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT zhoujun componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT yangxiaofeng componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation
AT linliyong componentmethodtodelineatesurgicalspineimplantsforprotonmontecarlodosecalculation