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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....
Autores principales: | , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
John Wiley and Sons Inc.
2022
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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. |
format | Online Article Text |
id | pubmed-9540875 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2022 |
publisher | John Wiley and Sons Inc. |
record_format | MEDLINE/PubMed |
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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