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Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach

PURPOSE: To determine the dosimetric limitations of daily online adaptive pancreas stereotactic body radiation treatment by using an automated dose escalation approach. METHODS AND MATERIALS: We collected 108 planning and daily computed tomography (CT) scans from 18 patients (18 patients × 6 CT scan...

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Autores principales: Rhee, Dong Joo, Beddar, Sam, Jaoude, Joseph Abi, Sawakuchi, Gabriel, Martin, Rachael, Perles, Luis, Yu, Cenji, He, Yulun, Court, Laurence E., Ludmir, Ethan B., Koong, Albert C., Das, Prajnan, Koay, Eugene J., Taniguichi, Cullen, Niedzielski, Joshua S.
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Elsevier 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926193/
https://www.ncbi.nlm.nih.gov/pubmed/36798731
http://dx.doi.org/10.1016/j.adro.2022.101164
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author Rhee, Dong Joo
Beddar, Sam
Jaoude, Joseph Abi
Sawakuchi, Gabriel
Martin, Rachael
Perles, Luis
Yu, Cenji
He, Yulun
Court, Laurence E.
Ludmir, Ethan B.
Koong, Albert C.
Das, Prajnan
Koay, Eugene J.
Taniguichi, Cullen
Niedzielski, Joshua S.
author_facet Rhee, Dong Joo
Beddar, Sam
Jaoude, Joseph Abi
Sawakuchi, Gabriel
Martin, Rachael
Perles, Luis
Yu, Cenji
He, Yulun
Court, Laurence E.
Ludmir, Ethan B.
Koong, Albert C.
Das, Prajnan
Koay, Eugene J.
Taniguichi, Cullen
Niedzielski, Joshua S.
author_sort Rhee, Dong Joo
collection PubMed
description PURPOSE: To determine the dosimetric limitations of daily online adaptive pancreas stereotactic body radiation treatment by using an automated dose escalation approach. METHODS AND MATERIALS: We collected 108 planning and daily computed tomography (CT) scans from 18 patients (18 patients × 6 CT scans) who received 5-fraction pancreas stereotactic body radiation treatment at MD Anderson Cancer Center. Dose metrics from the original non-dose-escalated clinical plan (non-DE), the dose-escalated plan created on the original planning CT (DE-ORI), and the dose-escalated plan created on daily adaptive radiation therapy CT (DE-ART) were analyzed. We developed a dose-escalation planning algorithm within the radiation treatment planning system to automate the dose-escalation planning process for efficiency and consistency. In this algorithm, the prescription dose of the dose-escalation plan was escalated before violating any organ-at-risk (OAR) dose constraint. Dose metrics for 3 targets (gross target volume [GTV], tumor vessel interface [TVI], and dose-escalated planning target volume [DE-PTV]) and 9 OARs (duodenum, large bowel, small bowel, stomach, spinal cord, kidneys, liver, and skin) for the 3 plans were compared. Furthermore, we evaluated the effectiveness of the online adaptive dose-escalation planning process by quantifying the effect of the interfractional dose distribution variations among the DE-ART plans. RESULTS: The median D(95%) dose to the GTV/TVI/DE-PTV was 33.1/36.2/32.4 Gy, 48.5/50.9/40.4 Gy, and 53.7/58.2/44.8 Gy for non-DE, DE-ORI, and DE-ART, respectively. Most OAR dose constraints were not violated for the non-DE and DE-ART plans, while OAR constraints were violated for the majority of the DE-ORI patients due to interfractional motion and lack of adaptation. The maximum difference per fraction in D(95%), due to interfractional motion, was 2.5 ± 2.7 Gy, 3.0 ± 2.9 Gy, and 2.0 ± 1.8 Gy for the TVI, GTV, and DE-PTV, respectively. CONCLUSIONS: Most patients require daily adaptation of the radiation planning process to maximally escalate delivered dose to the pancreatic tumor without exceeding OAR constraints. Using our automated approach, patients can receive higher target dose than standard of care without violating OAR constraints.
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spelling pubmed-99261932023-02-15 Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach Rhee, Dong Joo Beddar, Sam Jaoude, Joseph Abi Sawakuchi, Gabriel Martin, Rachael Perles, Luis Yu, Cenji He, Yulun Court, Laurence E. Ludmir, Ethan B. Koong, Albert C. Das, Prajnan Koay, Eugene J. Taniguichi, Cullen Niedzielski, Joshua S. Adv Radiat Oncol Scientific Article PURPOSE: To determine the dosimetric limitations of daily online adaptive pancreas stereotactic body radiation treatment by using an automated dose escalation approach. METHODS AND MATERIALS: We collected 108 planning and daily computed tomography (CT) scans from 18 patients (18 patients × 6 CT scans) who received 5-fraction pancreas stereotactic body radiation treatment at MD Anderson Cancer Center. Dose metrics from the original non-dose-escalated clinical plan (non-DE), the dose-escalated plan created on the original planning CT (DE-ORI), and the dose-escalated plan created on daily adaptive radiation therapy CT (DE-ART) were analyzed. We developed a dose-escalation planning algorithm within the radiation treatment planning system to automate the dose-escalation planning process for efficiency and consistency. In this algorithm, the prescription dose of the dose-escalation plan was escalated before violating any organ-at-risk (OAR) dose constraint. Dose metrics for 3 targets (gross target volume [GTV], tumor vessel interface [TVI], and dose-escalated planning target volume [DE-PTV]) and 9 OARs (duodenum, large bowel, small bowel, stomach, spinal cord, kidneys, liver, and skin) for the 3 plans were compared. Furthermore, we evaluated the effectiveness of the online adaptive dose-escalation planning process by quantifying the effect of the interfractional dose distribution variations among the DE-ART plans. RESULTS: The median D(95%) dose to the GTV/TVI/DE-PTV was 33.1/36.2/32.4 Gy, 48.5/50.9/40.4 Gy, and 53.7/58.2/44.8 Gy for non-DE, DE-ORI, and DE-ART, respectively. Most OAR dose constraints were not violated for the non-DE and DE-ART plans, while OAR constraints were violated for the majority of the DE-ORI patients due to interfractional motion and lack of adaptation. The maximum difference per fraction in D(95%), due to interfractional motion, was 2.5 ± 2.7 Gy, 3.0 ± 2.9 Gy, and 2.0 ± 1.8 Gy for the TVI, GTV, and DE-PTV, respectively. CONCLUSIONS: Most patients require daily adaptation of the radiation planning process to maximally escalate delivered dose to the pancreatic tumor without exceeding OAR constraints. Using our automated approach, patients can receive higher target dose than standard of care without violating OAR constraints. Elsevier 2023-02-02 /pmc/articles/PMC9926193/ /pubmed/36798731 http://dx.doi.org/10.1016/j.adro.2022.101164 Text en © 2023 The Authors 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/).
spellingShingle Scientific Article
Rhee, Dong Joo
Beddar, Sam
Jaoude, Joseph Abi
Sawakuchi, Gabriel
Martin, Rachael
Perles, Luis
Yu, Cenji
He, Yulun
Court, Laurence E.
Ludmir, Ethan B.
Koong, Albert C.
Das, Prajnan
Koay, Eugene J.
Taniguichi, Cullen
Niedzielski, Joshua S.
Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
title Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
title_full Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
title_fullStr Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
title_full_unstemmed Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
title_short Dose Escalation for Pancreas SBRT: Potential and Limitations of using Daily Online Adaptive Radiation Therapy and an Iterative Isotoxicity Automated Planning Approach
title_sort dose escalation for pancreas sbrt: potential and limitations of using daily online adaptive radiation therapy and an iterative isotoxicity automated planning approach
topic Scientific Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9926193/
https://www.ncbi.nlm.nih.gov/pubmed/36798731
http://dx.doi.org/10.1016/j.adro.2022.101164
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