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Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors

Pretreatment computed tomography (CT) imaging is an essential component of the particle therapy treatment planning chain. Treatment planning and optimization with charged particles require accurate and precise estimations of ion beam range in tissues, characterized by the stopping power ratio (SPR)....

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Autores principales: Longarino, Friderike K., Tessonnier, Thomas, Mein, Stewart, Harrabi, Semi B., Debus, Jürgen, Stiller, Wolfram, Mairani, Andrea
Formato: Online Artículo Texto
Lenguaje:English
Publicado: John Wiley and Sons Inc. 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8803296/
https://www.ncbi.nlm.nih.gov/pubmed/34724327
http://dx.doi.org/10.1002/acm2.13465
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author Longarino, Friderike K.
Tessonnier, Thomas
Mein, Stewart
Harrabi, Semi B.
Debus, Jürgen
Stiller, Wolfram
Mairani, Andrea
author_facet Longarino, Friderike K.
Tessonnier, Thomas
Mein, Stewart
Harrabi, Semi B.
Debus, Jürgen
Stiller, Wolfram
Mairani, Andrea
author_sort Longarino, Friderike K.
collection PubMed
description Pretreatment computed tomography (CT) imaging is an essential component of the particle therapy treatment planning chain. Treatment planning and optimization with charged particles require accurate and precise estimations of ion beam range in tissues, characterized by the stopping power ratio (SPR). Reduction of range uncertainties arising from conventional CT‐number‐to‐SPR conversion based on single‐energy CT (SECT) imaging is of importance for improving clinical practice. Here, the application of a novel imaging and computational methodology using dual‐layer spectral CT (DLCT) was performed toward refining patient‐specific SPR estimates. A workflow for DLCT‐based treatment planning was devised to evaluate SPR prediction for proton, helium, and carbon ion beam therapy planning in the brain. DLCT‐ and SECT‐based SPR predictions were compared in homogeneous and heterogeneous anatomical regions. This study included eight patients scanned for diagnostic purposes with a DLCT scanner. For each patient, four different treatment plans were created, simulating tumors in different parts of the brain. For homogeneous anatomical regions, mean SPR differences of about 1% between the DLCT‐ and SECT‐based approaches were found. In plans of heterogeneous anatomies, relative (absolute) proton range shifts of 0.6% (0.4 mm) in the mean and up to 4.4% (2.1 mm) at the distal fall‐off were observed. In the investigated cohort, 12% of the evaluated organs‐at‐risk (OARs) presented differences in mean or maximum dose of more than 0.5 Gy (RBE) and up to 6.8 Gy (RBE) over the entire treatment. Range shifts and dose differences in OARs between DLCT and SECT in helium and carbon ion treatment plans were similar to protons. In the majority of investigated cases (75th percentile), SECT‐ and DLCT‐based range estimations were within 0.6 mm. Nonetheless, the magnitude of patient‐specific range deviations between SECT and DLCT was clinically relevant in heterogeneous anatomical sites, suggesting further study in larger, more diverse cohorts. Results indicate that patients with brain tumors may benefit from DLCT‐based treatment planning.
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spelling pubmed-88032962022-02-04 Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors Longarino, Friderike K. Tessonnier, Thomas Mein, Stewart Harrabi, Semi B. Debus, Jürgen Stiller, Wolfram Mairani, Andrea J Appl Clin Med Phys Radiation Oncology Physics Pretreatment computed tomography (CT) imaging is an essential component of the particle therapy treatment planning chain. Treatment planning and optimization with charged particles require accurate and precise estimations of ion beam range in tissues, characterized by the stopping power ratio (SPR). Reduction of range uncertainties arising from conventional CT‐number‐to‐SPR conversion based on single‐energy CT (SECT) imaging is of importance for improving clinical practice. Here, the application of a novel imaging and computational methodology using dual‐layer spectral CT (DLCT) was performed toward refining patient‐specific SPR estimates. A workflow for DLCT‐based treatment planning was devised to evaluate SPR prediction for proton, helium, and carbon ion beam therapy planning in the brain. DLCT‐ and SECT‐based SPR predictions were compared in homogeneous and heterogeneous anatomical regions. This study included eight patients scanned for diagnostic purposes with a DLCT scanner. For each patient, four different treatment plans were created, simulating tumors in different parts of the brain. For homogeneous anatomical regions, mean SPR differences of about 1% between the DLCT‐ and SECT‐based approaches were found. In plans of heterogeneous anatomies, relative (absolute) proton range shifts of 0.6% (0.4 mm) in the mean and up to 4.4% (2.1 mm) at the distal fall‐off were observed. In the investigated cohort, 12% of the evaluated organs‐at‐risk (OARs) presented differences in mean or maximum dose of more than 0.5 Gy (RBE) and up to 6.8 Gy (RBE) over the entire treatment. Range shifts and dose differences in OARs between DLCT and SECT in helium and carbon ion treatment plans were similar to protons. In the majority of investigated cases (75th percentile), SECT‐ and DLCT‐based range estimations were within 0.6 mm. Nonetheless, the magnitude of patient‐specific range deviations between SECT and DLCT was clinically relevant in heterogeneous anatomical sites, suggesting further study in larger, more diverse cohorts. Results indicate that patients with brain tumors may benefit from DLCT‐based treatment planning. John Wiley and Sons Inc. 2021-11-01 /pmc/articles/PMC8803296/ /pubmed/34724327 http://dx.doi.org/10.1002/acm2.13465 Text en © 2021 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
Longarino, Friderike K.
Tessonnier, Thomas
Mein, Stewart
Harrabi, Semi B.
Debus, Jürgen
Stiller, Wolfram
Mairani, Andrea
Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors
title Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors
title_full Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors
title_fullStr Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors
title_full_unstemmed Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors
title_short Dual‐layer spectral CT for proton, helium, and carbon ion beam therapy planning of brain tumors
title_sort dual‐layer spectral ct for proton, helium, and carbon ion beam therapy planning of brain tumors
topic Radiation Oncology Physics
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8803296/
https://www.ncbi.nlm.nih.gov/pubmed/34724327
http://dx.doi.org/10.1002/acm2.13465
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