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Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement

PURPOSE: Pancreatic cancer is the fourth leading cause of cancer‐related death with a 10% 5‐year overall survival rate (OS). Radiation therapy (RT) in addition to dose escalation improves the outcome by significantly increasing the OS at 2 and 3 years but is hindered by the toxicity of the duodenum....

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Autores principales: Hooshangnejad, Hamed, Han‐Oh, Sarah, Shin, Eun Ji, Narang, Amol, Rao, Avani Dholakia, Lee, Junghoon, McNutt, Todd, Hu, Chen, Wong, John, Ding, Kai
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/PMC9540875/
https://www.ncbi.nlm.nih.gov/pubmed/35394064
http://dx.doi.org/10.1002/mp.15665
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author Hooshangnejad, Hamed
Han‐Oh, Sarah
Shin, Eun Ji
Narang, Amol
Rao, Avani Dholakia
Lee, Junghoon
McNutt, Todd
Hu, Chen
Wong, John
Ding, Kai
author_facet Hooshangnejad, Hamed
Han‐Oh, Sarah
Shin, Eun Ji
Narang, Amol
Rao, Avani Dholakia
Lee, Junghoon
McNutt, Todd
Hu, Chen
Wong, John
Ding, Kai
author_sort Hooshangnejad, Hamed
collection PubMed
description PURPOSE: Pancreatic cancer is the fourth leading cause of cancer‐related death with a 10% 5‐year overall survival rate (OS). Radiation therapy (RT) in addition to dose escalation improves the outcome by significantly increasing the OS at 2 and 3 years but is hindered by the toxicity of the duodenum. Our group showed that the insertion of hydrogel spacer reduces duodenal toxicity, but the complex anatomy and the demanding procedure make the benefits highly uncertain. Here, we investigated the feasibility of augmenting the workflow with intraoperative feedback to reduce the adverse effects of the uncertainties. MATERIALS AND METHODS: We simulated three scenarios of the virtual spacer for four cadavers with two types of gross tumor volume (GTV) (small and large); first, the ideal injection; second, the nonideal injection that incorporates common spacer placement uncertainties; and third, the corrective injection that uses the simulation result from nonideal injection and is designed to compensate for the effect of uncertainties. We considered two common uncertainties: (1) “Narrowing” is defined as the injection of smaller spacer volume than planned. (2) “Missing part” is defined as failure to inject spacer in the ascending section of the duodenum. A total of 32 stereotactic body radiation therapy (SBRT) plans (33 Gy in 5 fractions) were designed, for four cadavers, two GTV sizes, and two types of uncertainties. The preinjection scenario for each case was compared with three scenarios of virtual spacer placement from the dosimetric and geometric points of view. RESULTS: We found that the overlapping PTV space with the duodenum is an informative quantity for determining the effective location of the spacer. The ideal spacer distribution reduced the duodenal V33Gy for small and large GTV to less than 0.3 and 0.1cc, from an average of 3.3cc, and 1.2cc for the preinjection scenario. However, spacer placement uncertainties reduced the efficacy of the spacer in sparing the duodenum (duodenal V33Gy: 1.3 and 0.4cc). The separation between duodenum and GTV decreased by an average of 5.3 and 4.6 mm. The corrective feedback can effectively bring back the expected benefits from the ideal location of the spacer (averaged V33Gy of 0.4 and 0.1cc). CONCLUSIONS: An informative feedback metric was introduced and used to mitigate the effect of spacer placement uncertainties and maximize the benefits of the EUS‐guided procedure.
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spelling pubmed-95408752022-10-14 Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement Hooshangnejad, Hamed Han‐Oh, Sarah Shin, Eun Ji Narang, Amol Rao, Avani Dholakia Lee, Junghoon McNutt, Todd Hu, Chen Wong, John Ding, Kai Med Phys COMPUTATIONAL AND EXPERIMENTAL DOSIMETRY PURPOSE: Pancreatic cancer is the fourth leading cause of cancer‐related death with a 10% 5‐year overall survival rate (OS). Radiation therapy (RT) in addition to dose escalation improves the outcome by significantly increasing the OS at 2 and 3 years but is hindered by the toxicity of the duodenum. Our group showed that the insertion of hydrogel spacer reduces duodenal toxicity, but the complex anatomy and the demanding procedure make the benefits highly uncertain. Here, we investigated the feasibility of augmenting the workflow with intraoperative feedback to reduce the adverse effects of the uncertainties. MATERIALS AND METHODS: We simulated three scenarios of the virtual spacer for four cadavers with two types of gross tumor volume (GTV) (small and large); first, the ideal injection; second, the nonideal injection that incorporates common spacer placement uncertainties; and third, the corrective injection that uses the simulation result from nonideal injection and is designed to compensate for the effect of uncertainties. We considered two common uncertainties: (1) “Narrowing” is defined as the injection of smaller spacer volume than planned. (2) “Missing part” is defined as failure to inject spacer in the ascending section of the duodenum. A total of 32 stereotactic body radiation therapy (SBRT) plans (33 Gy in 5 fractions) were designed, for four cadavers, two GTV sizes, and two types of uncertainties. The preinjection scenario for each case was compared with three scenarios of virtual spacer placement from the dosimetric and geometric points of view. RESULTS: We found that the overlapping PTV space with the duodenum is an informative quantity for determining the effective location of the spacer. The ideal spacer distribution reduced the duodenal V33Gy for small and large GTV to less than 0.3 and 0.1cc, from an average of 3.3cc, and 1.2cc for the preinjection scenario. However, spacer placement uncertainties reduced the efficacy of the spacer in sparing the duodenum (duodenal V33Gy: 1.3 and 0.4cc). The separation between duodenum and GTV decreased by an average of 5.3 and 4.6 mm. The corrective feedback can effectively bring back the expected benefits from the ideal location of the spacer (averaged V33Gy of 0.4 and 0.1cc). CONCLUSIONS: An informative feedback metric was introduced and used to mitigate the effect of spacer placement uncertainties and maximize the benefits of the EUS‐guided procedure. John Wiley and Sons Inc. 2022-04-18 2022-07 /pmc/articles/PMC9540875/ /pubmed/35394064 http://dx.doi.org/10.1002/mp.15665 Text en © 2022 The Authors. Medical Physics published by Wiley Periodicals LLC on behalf of 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 COMPUTATIONAL AND EXPERIMENTAL DOSIMETRY
Hooshangnejad, Hamed
Han‐Oh, Sarah
Shin, Eun Ji
Narang, Amol
Rao, Avani Dholakia
Lee, Junghoon
McNutt, Todd
Hu, Chen
Wong, John
Ding, Kai
Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
title Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
title_full Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
title_fullStr Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
title_full_unstemmed Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
title_short Demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
title_sort demonstrating the benefits of corrective intraoperative feedback in improving the quality of duodenal hydrogel spacer placement
topic COMPUTATIONAL AND EXPERIMENTAL DOSIMETRY
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC9540875/
https://www.ncbi.nlm.nih.gov/pubmed/35394064
http://dx.doi.org/10.1002/mp.15665
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