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Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research

PURPOSE: Widely used cone beam computed tomography (CBCT)-guided irradiators in preclinical radiation research are limited to localize soft tissue target because of low imaging contrast. Knowledge of target volume is a fundamental need for radiation therapy (RT). Without such information to guide ra...

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Autores principales: Xu, Xiangkun, Deng, Zijian, Dehghani, Hamid, Iordachita, Iulian, Lim, Michael, Wong, John W., Wang, Ken Kang-Hsin
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2021
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602741/
https://www.ncbi.nlm.nih.gov/pubmed/34411639
http://dx.doi.org/10.1016/j.ijrobp.2021.08.010
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author Xu, Xiangkun
Deng, Zijian
Dehghani, Hamid
Iordachita, Iulian
Lim, Michael
Wong, John W.
Wang, Ken Kang-Hsin
author_facet Xu, Xiangkun
Deng, Zijian
Dehghani, Hamid
Iordachita, Iulian
Lim, Michael
Wong, John W.
Wang, Ken Kang-Hsin
author_sort Xu, Xiangkun
collection PubMed
description PURPOSE: Widely used cone beam computed tomography (CBCT)-guided irradiators in preclinical radiation research are limited to localize soft tissue target because of low imaging contrast. Knowledge of target volume is a fundamental need for radiation therapy (RT). Without such information to guide radiation, normal tissue can be overirradiated, introducing experimental uncertainties. This led us to develop high-contrast quantitative bioluminescence tomography (QBLT) for guidance. The use of a 3-dimensional bioluminescence signal, related to cell viability, for preclinical radiation research is one step toward biology-guided RT. METHODS AND MATERIALS: Our QBLT system enables multiprojection and multispectral bioluminescence imaging to maximize input data for the tomographic reconstruction. Accurate quantification of spectrum and dynamic change of in vivo signal were also accounted for the QBLT. A spectral-derivative method was implemented to eliminate the modeling of the light propagation from animal surface to detector. We demonstrated the QBLT capability of guiding conformal RT using a bioluminescent glioblastoma (GBM) model in vivo. A threshold was determined to delineate QBLT reconstructed gross target volume (GTV(QBLT)), which provides the best overlap between the GTV(QBLT) and CBCT contrast labeled GBM (GTV), used as the ground truth for GBM volume. To account for the uncertainty of GTV(QBLT) in target positioning and volume delineation, a margin was determined and added to the GTV(QBLT) to form a QBLT planning target volume (PTV(QBLT)) for guidance. RESULTS: The QBLT can reconstruct in vivo GBM with localization accuracy within 1 mm. A 0.5-mm margin was determined and added to GTV(QBLT) to form PTV(QBLT), largely improving tumor coverage from 75.0% (0 mm margin) to 97.9% in average, while minimizing normal tissue toxicity. With the goal of prescribed dose 5 Gy covering 95% of PTV(QBLT), QBLT-guided 7-field conformal RT can effectively irradiate 99.4 ± 1.0% of GTV. CONCLUSIONS: The QBLT provides a unique opportunity for investigators to use biologic information for target delineation, guiding conformal irradiation, and reducing normal tissue involvement, which is expected to increase reproducibility of scientific discovery.
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spelling pubmed-86027412021-12-01 Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research Xu, Xiangkun Deng, Zijian Dehghani, Hamid Iordachita, Iulian Lim, Michael Wong, John W. Wang, Ken Kang-Hsin Int J Radiat Oncol Biol Phys Article PURPOSE: Widely used cone beam computed tomography (CBCT)-guided irradiators in preclinical radiation research are limited to localize soft tissue target because of low imaging contrast. Knowledge of target volume is a fundamental need for radiation therapy (RT). Without such information to guide radiation, normal tissue can be overirradiated, introducing experimental uncertainties. This led us to develop high-contrast quantitative bioluminescence tomography (QBLT) for guidance. The use of a 3-dimensional bioluminescence signal, related to cell viability, for preclinical radiation research is one step toward biology-guided RT. METHODS AND MATERIALS: Our QBLT system enables multiprojection and multispectral bioluminescence imaging to maximize input data for the tomographic reconstruction. Accurate quantification of spectrum and dynamic change of in vivo signal were also accounted for the QBLT. A spectral-derivative method was implemented to eliminate the modeling of the light propagation from animal surface to detector. We demonstrated the QBLT capability of guiding conformal RT using a bioluminescent glioblastoma (GBM) model in vivo. A threshold was determined to delineate QBLT reconstructed gross target volume (GTV(QBLT)), which provides the best overlap between the GTV(QBLT) and CBCT contrast labeled GBM (GTV), used as the ground truth for GBM volume. To account for the uncertainty of GTV(QBLT) in target positioning and volume delineation, a margin was determined and added to the GTV(QBLT) to form a QBLT planning target volume (PTV(QBLT)) for guidance. RESULTS: The QBLT can reconstruct in vivo GBM with localization accuracy within 1 mm. A 0.5-mm margin was determined and added to GTV(QBLT) to form PTV(QBLT), largely improving tumor coverage from 75.0% (0 mm margin) to 97.9% in average, while minimizing normal tissue toxicity. With the goal of prescribed dose 5 Gy covering 95% of PTV(QBLT), QBLT-guided 7-field conformal RT can effectively irradiate 99.4 ± 1.0% of GTV. CONCLUSIONS: The QBLT provides a unique opportunity for investigators to use biologic information for target delineation, guiding conformal irradiation, and reducing normal tissue involvement, which is expected to increase reproducibility of scientific discovery. 2021-08-16 2021-12-01 /pmc/articles/PMC8602741/ /pubmed/34411639 http://dx.doi.org/10.1016/j.ijrobp.2021.08.010 Text en https://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/ (https://creativecommons.org/licenses/by-nc-nd/4.0/) )
spellingShingle Article
Xu, Xiangkun
Deng, Zijian
Dehghani, Hamid
Iordachita, Iulian
Lim, Michael
Wong, John W.
Wang, Ken Kang-Hsin
Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research
title Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research
title_full Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research
title_fullStr Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research
title_full_unstemmed Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research
title_short Quantitative Bioluminescence Tomography-guided Conformal Irradiation for Preclinical Radiation Research
title_sort quantitative bioluminescence tomography-guided conformal irradiation for preclinical radiation research
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC8602741/
https://www.ncbi.nlm.nih.gov/pubmed/34411639
http://dx.doi.org/10.1016/j.ijrobp.2021.08.010
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