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.
引用
收藏
页码:173 / 182
页数:10
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