Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric

Purpose/Objective(s): The additional personnel and imaging procedures required for Adaptive Radiation Therapy (ART) pose a challenge for a broad implementation. We hypothesize that a change in transit fluence during the treatment course is correlated with the change of quality of life and thus can b...

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Main Authors: Seng Boh Lim PhD, Nancy Lee MD, Kaveh Zakeri MD, Peter Greer PhD, Todsaporn Fuangrod PhD, Frederick Coffman PhD, Laura Cerviño PhD, D. Michael Lovelock PhD
Format: Article
Language:English
Published: SAGE Publishing 2021-06-01
Series:Technology in Cancer Research & Treatment
Online Access:https://doi.org/10.1177/15330338211027906
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spelling doaj-bd27e1bd98f647b3a0d9f6ab80ed4ddd2021-06-30T22:34:42ZengSAGE PublishingTechnology in Cancer Research & Treatment1533-03382021-06-012010.1177/15330338211027906Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support MetricSeng Boh Lim PhD0Nancy Lee MD1Kaveh Zakeri MD2Peter Greer PhD3Todsaporn Fuangrod PhD4Frederick Coffman PhD5Laura Cerviño PhD6D. Michael Lovelock PhD7 Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA Department of Radiation Oncology, Memorial Sloan Kettering Cancer Center, New York, NY, USA University of Newcastle, New South Wales, Australia HRH Princess Chulabhorn College of Medical Science, Chulabhorn Royal Academy, Bangkok, Thailand School of Health Professions, Rutgers University, Newark, NJ, USA Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USA Department of Medical Physics, Memorial Sloan Kettering Cancer Center, New York, NY, USAPurpose/Objective(s): The additional personnel and imaging procedures required for Adaptive Radiation Therapy (ART) pose a challenge for a broad implementation. We hypothesize that a change in transit fluence during the treatment course is correlated with the change of quality of life and thus can be used as a replanning trigger. Materials/Methods: Twenty-one head and neck cancer (HNC) patients filled out an MD Anderson Dysphagia Inventory (MDADI) questionnaire, before-and-after the radiotherapy treatment course. The transit fluence was measured by the Watchdog (WD) in-vivo portal dosimetry system. The patients were monitored with daily WD and weekly CBCTs. The region of interest (ROI) of each patient was defined as the outer contour of the patient between approximate spine levels C1 to C4, essentially the neck and mandible inside the beam’s eye view. The nth day integrated transit fluence change, Δϕ n , and the volume change, ΔV ROI , of the ROI of each patient was calculated from the corresponding WD and CBCT measurements. The correlation between MDADI scores and age, gender, planning mean dose to salivary glands <D sg >, weight change ΔW, ΔV ROI , and Δϕ n , were analyzed using the ranked-Pearson correlation. Results: No statistically significant correlation was found for age, gender and ΔW. <D sg > was found to have clinically important correlation with functional MDADI (ρ = −0.39, P = 0.081). ΔV ROI was found to have statistically significant correlation of 0.44, 0.47 and 0.44 with global, physical and functional MDADI ( P -value < 0.05). Δϕ n was found to have statistically significant ranked-correlation (−0.46, −0.46 and −0.45) with physical, functional and total MDADI ( P -value < 0.05). Conclusion: A transit fluence based decision support metric (DSM) is statistically correlated with the dysphagia risk. It can not only be used as an early signal in assisting clinicians in the ART patient selection for replanning, but also lowers the resource barrier of ART implementation.https://doi.org/10.1177/15330338211027906
collection DOAJ
language English
format Article
sources DOAJ
author Seng Boh Lim PhD
Nancy Lee MD
Kaveh Zakeri MD
Peter Greer PhD
Todsaporn Fuangrod PhD
Frederick Coffman PhD
Laura Cerviño PhD
D. Michael Lovelock PhD
spellingShingle Seng Boh Lim PhD
Nancy Lee MD
Kaveh Zakeri MD
Peter Greer PhD
Todsaporn Fuangrod PhD
Frederick Coffman PhD
Laura Cerviño PhD
D. Michael Lovelock PhD
Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric
Technology in Cancer Research & Treatment
author_facet Seng Boh Lim PhD
Nancy Lee MD
Kaveh Zakeri MD
Peter Greer PhD
Todsaporn Fuangrod PhD
Frederick Coffman PhD
Laura Cerviño PhD
D. Michael Lovelock PhD
author_sort Seng Boh Lim PhD
title Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric
title_short Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric
title_full Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric
title_fullStr Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric
title_full_unstemmed Can the Risk of Dysphagia in Head and Neck Radiation Therapy Be Predicted by an Automated Transit Fluence Monitoring Process During Treatment? A First Comparative Study of Patient Reported Quality of Life and the Fluence-Based Decision Support Metric
title_sort can the risk of dysphagia in head and neck radiation therapy be predicted by an automated transit fluence monitoring process during treatment? a first comparative study of patient reported quality of life and the fluence-based decision support metric
publisher SAGE Publishing
series Technology in Cancer Research & Treatment
issn 1533-0338
publishDate 2021-06-01
description Purpose/Objective(s): The additional personnel and imaging procedures required for Adaptive Radiation Therapy (ART) pose a challenge for a broad implementation. We hypothesize that a change in transit fluence during the treatment course is correlated with the change of quality of life and thus can be used as a replanning trigger. Materials/Methods: Twenty-one head and neck cancer (HNC) patients filled out an MD Anderson Dysphagia Inventory (MDADI) questionnaire, before-and-after the radiotherapy treatment course. The transit fluence was measured by the Watchdog (WD) in-vivo portal dosimetry system. The patients were monitored with daily WD and weekly CBCTs. The region of interest (ROI) of each patient was defined as the outer contour of the patient between approximate spine levels C1 to C4, essentially the neck and mandible inside the beam’s eye view. The nth day integrated transit fluence change, Δϕ n , and the volume change, ΔV ROI , of the ROI of each patient was calculated from the corresponding WD and CBCT measurements. The correlation between MDADI scores and age, gender, planning mean dose to salivary glands <D sg >, weight change ΔW, ΔV ROI , and Δϕ n , were analyzed using the ranked-Pearson correlation. Results: No statistically significant correlation was found for age, gender and ΔW. <D sg > was found to have clinically important correlation with functional MDADI (ρ = −0.39, P = 0.081). ΔV ROI was found to have statistically significant correlation of 0.44, 0.47 and 0.44 with global, physical and functional MDADI ( P -value < 0.05). Δϕ n was found to have statistically significant ranked-correlation (−0.46, −0.46 and −0.45) with physical, functional and total MDADI ( P -value < 0.05). Conclusion: A transit fluence based decision support metric (DSM) is statistically correlated with the dysphagia risk. It can not only be used as an early signal in assisting clinicians in the ART patient selection for replanning, but also lowers the resource barrier of ART implementation.
url https://doi.org/10.1177/15330338211027906
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