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Evaluation of the Risk of Grade 3 Oral and Pharyngeal Dysphagia Using Atlas-Based Method and Multivariate Analyses of Individual Patient Dose Distributions
- Source :
- International journal of radiation oncology, biology, physics. 93(3)
- Publication Year :
- 2015
-
Abstract
- Purpose The study aimed to apply the atlas of complication incidence (ACI) method to patients receiving radical treatment for head and neck squamous cell carcinomas (HNSCC), to generate constraints based on dose-volume histograms (DVHs), and to identify clinical and dosimetric parameters that predict the risk of grade 3 oral mucositis (g3OM) and pharyngeal dysphagia (g3PD). Methods and Materials Oral and pharyngeal mucosal DVHs were generated for 253 patients who received radiation (RT) or chemoradiation (CRT). They were used to produce ACI for g3OM and g3PD. Multivariate analysis (MVA) of the effect of dosimetry, clinical, and patient-related variables was performed using logistic regression and bootstrapping. Receiver operating curve (ROC) analysis was also performed, and the Youden index was used to find volume constraints that discriminated between volumes that predicted for toxicity. Results We derived statistically significant dose-volume constraints for g3OM over the range v28 to v70. Only 3 statistically significant constraints were derived for g3PD v67, v68, and v69. On MVA, mean dose to the oral mucosa predicted for g3OM and concomitant chemotherapy and mean dose to the inferior constrictor (IC) predicted for g3PD. Conclusions We have used the ACI method to evaluate incidences of g3OM and g3PD and ROC analysis to generate constraints to predict g3OM and g3PD derived from entire individual patient DVHs. On MVA, the strongest predictors were radiation dose (for g3OM) and concomitant chemotherapy (for g3PD).
- Subjects :
- Male
Mucositis
Organs at Risk
Cancer Research
medicine.medical_specialty
Multivariate analysis
medicine.medical_treatment
Youden's J statistic
Antineoplastic Agents
Risk Assessment
medicine
Computer Graphics
Dosimetry
Humans
Radiology, Nuclear Medicine and imaging
Radiation
Receiver operating characteristic
business.industry
Incidence
Dose-Response Relationship, Radiation
Radiotherapy Dosage
Chemoradiotherapy
Middle Aged
medicine.disease
Surgery
Radiation therapy
Radiography
Oncology
ROC Curve
Head and Neck Neoplasms
Concomitant
Multivariate Analysis
Carcinoma, Squamous Cell
Female
Radiology
Fluorouracil
Radiotherapy, Intensity-Modulated
Cisplatin
business
Deglutition Disorders
Subjects
Details
- ISSN :
- 1879355X
- Volume :
- 93
- Issue :
- 3
- Database :
- OpenAIRE
- Journal :
- International journal of radiation oncology, biology, physics
- Accession number :
- edsair.doi.dedup.....8c4b093896e6332aff88554e15d5336d