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18FDG positron emission tomography mining for metabolic imaging biomarkers of radiation-induced xerostomia in patients with oropharyngeal cancer
- Source :
- Clinical and Translational Radiation Oncology, Vol 29, Iss, Pp 93-101 (2021), Web of Science, Clinical and Translational Radiation Oncology
- Publication Year :
- 2021
- Publisher :
- Elsevier BV, 2021.
-
Abstract
- Highlights • Head and neck cancers radiotherapy (RT) leads to inevitable injury to parotid glands. • We sought to quantify delta-changes of 18FDG-PET metrics in these parotid glands. • Parotid PET delta-changes and clinical variables could predict xerostomia severity.<br />Purpose Head and neck cancers radiotherapy (RT) is associated with inevitable injury to parotid glands and subsequent xerostomia. We investigated the utility of SUV derived from 18FDG-PET to develop metabolic imaging biomarkers (MIBs) of RT-related parotid injury. Methods Data for oropharyngeal cancer (OPC) patients treated with RT at our institution between 2005 and 2015 with available planning computed tomography (CT), dose grid, pre- & first post-RT 18FDG-PET-CT scans, and physician-reported xerostomia assessment at 3–6 months post-RT (Xero 3–6 ms) per CTCAE, was retrieved, following an IRB approval. A CT-CT deformable image co-registration followed by voxel-by-voxel resampling of pre & post-RT 18FDG activity and dose grid were performed. Ipsilateral (Ipsi) and contralateral (contra) parotid glands were sub-segmented based on the received dose in 5 Gy increments, i.e. 0–5 Gy, 5–10 Gy sub-volumes, etc. Median and dose-weighted SUV were extracted from whole parotid volumes and sub-volumes on pre- & post-RT PET scans, using in-house code that runs on MATLAB. Wilcoxon signed-rank and Kruskal-Wallis tests were used to test differences pre- and post-RT. Results 432 parotid glands, belonging to 108 OPC patients treated with RT, were sub-segmented & analyzed. Xero 3–6 ms was reported as: non-severe (78.7%) and severe (21.3%). SUV- median values were significantly reduced post-RT, irrespective of laterality (p = 0.02). A similar pattern was observed in parotid sub-volumes, especially ipsi parotid gland sub-volumes receiving doses 10–50 Gy (p
- Subjects :
- Imaging biomarkers
medicine.medical_treatment
R895-920
Radiation-induced xerostomia
Xerostomia
030218 nuclear medicine & medical imaging
Medical physics. Medical radiology. Nuclear medicine
03 medical and health sciences
0302 clinical medicine
Text mining
stomatognathic system
medicine
Radiology, Nuclear Medicine and imaging
In patient
Original Research Article
skin and connective tissue diseases
FDG-PET
Head and neck cancer
RC254-282
Radiotherapy
medicine.diagnostic_test
business.industry
Metabolic imaging
Neoplasms. Tumors. Oncology. Including cancer and carcinogens
Cancer
medicine.disease
3. Good health
Parotid gland
Radiation therapy
stomatognathic diseases
medicine.anatomical_structure
Oncology
Predictive model
Positron emission tomography
030220 oncology & carcinogenesis
sense organs
Nuclear medicine
business
Subjects
Details
- ISSN :
- 24056308
- Volume :
- 29
- Database :
- OpenAIRE
- Journal :
- Clinical and Translational Radiation Oncology
- Accession number :
- edsair.doi.dedup.....45043eeeed03268502f8b074dd707c26
- Full Text :
- https://doi.org/10.1016/j.ctro.2021.05.011