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Pharyngeal Constrictor Dose-Volume Histogram Metrics and Patient- Reported Dysphagia in Head and Neck Radiotherapy
被引:5
|作者:
Paetkau, O.
[1
]
Weppler, S.
[2
]
Kwok, J.
[3
]
Quon, H. C.
[1
,2
]
da Rocha, C. Gomes
[1
,4
,5
]
Smith, W.
[6
]
Tchistiakova, E.
[1
]
Kirkby, C.
[1
]
机构:
[1] Univ Calgary, Dept Phys & Astron, 2500 Univ Dr NW, Calgary, AB T2N 1N4, Canada
[2] Tom Baker Canc Clin, Calgary, AB, Canada
[3] Univ Calgary, Dept Oncol, Div Radiat Oncol, Calgary, AB, Canada
[4] Univ Calgary, Hotchkiss Brain Inst, Calgary, AB, Canada
[5] Univ Calgary, Inst Quantum Sci & Technol, Calgary, AB, Canada
[6] Varian Med Syst, Siemens Healthineers Co, Palo Alto, CA USA
关键词:
Dose constraints;
head and neck radiotherapy;
patient-reported dysphagia;
pharyngeal constrictors;
QUALITY-OF-LIFE;
RADIATION-THERAPY;
CANCER;
ORGANS;
RISK;
DELINEATION;
VALIDATION;
CARCINOMA;
TOXICITY;
OUTCOMES;
D O I:
10.1016/j.clon.2024.01.002
中图分类号:
R73 [肿瘤学];
学科分类号:
100214 ;
摘要:
Aims: Head and neck radiotherapy long-term survival continues to improve and the management of long-term side-effects is moving to the forefront of patient care. Dysphagia is associated with dose to the pharyngeal constrictors and can be measured using patient-reported outcomes to evaluate its effect on quality of life. The aim of the present study was to relate pharyngeal constrictor dose-volume parameters with patient-reported outcomes to identify prognostic dose constraints. Materials and methods:<bold> </bold>A 64-patient training cohort and a 24-patient testing cohort of oropharynx and nasopharynx cancer patients treated with curative-intent chemoradiotherapy were retrospectively examined. These patients completed the MD Anderson Dysphagia Inventory outcome survey at 12 months post-radiotherapy to evaluate late dysphagia: a composite score lower than 60 indicated dysphagia. The pharyngeal constrictor muscles were subdivided into four substructures: superior, middle, inferior and cricopharyngeal. Dose-volume histogram (DVH) metrics for each of the structure combinations were extracted. A decision tree classifier was run for each DVH metric to identify dose constraints optimising the accuracy and sensitivity of the cohort. A 60% accuracy threshold and feature selection method were used to ensure statistically significant DVH metrics were identified. These dose constraints were then validated on the 24-patient testing cohort. Results: Existing literature dose constraints only had two dose constraints performing above 60% accuracy and sensitivity when evaluated on our training cohort. We identified two well-performing dose constraints: the pharyngeal constrictor muscle D63% < 55 Gy and the superior-middle pharyngeal constrictor combination structure V31Gy < 100%. Both dose constraints resulted in >= 73% mean accuracy and >= 80% mean sensitivity on the training and testing patient cohorts. In addition, a pharyngeal constrictor muscle mean dose <57 Gy resulted in a mean accuracy >= 74% and mean sensitivity >= 60%. Conclusion:<bold> </bold>Mid-dose pharyngeal constrictor muscle and substructure combination dose constraints should be used in the treatment planning process to reduce late patient-reported dysphagia.
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页码:173 / 182
页数:10
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