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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
- Source :
- Technology in Cancer Research & Treatment, Technology in Cancer Research & Treatment, Vol 20 (2021)
- Publication Year :
- 2021
-
Abstract
- 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, Δϕn, and the volume change, ΔVROI, 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 sg>, weight change ΔW, ΔVROI, and Δϕn, were analyzed using the ranked-Pearson correlation. Results: No statistically significant correlation was found for age, gender and ΔW. sg> was found to have clinically important correlation with functional MDADI (ρ = −0.39, P = 0.081). ΔVROI 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). Δϕn 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.
- Subjects :
- Adult
Male
Cancer Research
medicine.medical_specialty
Decision support system
dysphagia
medicine.medical_treatment
Radiation Dosage
Risk Assessment
Xerostomia
adaptive radiation therapy
Salivary Glands
030218 nuclear medicine & medical imaging
03 medical and health sciences
0302 clinical medicine
Quality of life (healthcare)
medicine
Humans
Medical physics
Patient Reported Outcome Measures
RC254-282
in-vivo dosimetry
Aged
Aged, 80 and over
decision support informetric
business.industry
Radiotherapy Planning, Computer-Assisted
Head and neck cancer
Process (computing)
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Middle Aged
medicine.disease
Dysphagia
Radiation therapy
Oncology
Head and Neck Neoplasms
030220 oncology & carcinogenesis
Pharyngeal Muscles
Quality of Life
Female
Original Article
head and neck cancer
Metric (unit)
Dose Fractionation, Radiation
medicine.symptom
business
Deglutition Disorders
Adaptive radiation therapy
Subjects
Details
- ISSN :
- 15330338
- Volume :
- 20
- Database :
- OpenAIRE
- Journal :
- Technology in cancer researchtreatment
- Accession number :
- edsair.doi.dedup.....35676b056ac5cae3f3ac7c4bb77997d9