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Multiparametric Analysis of Tumor Morphological and Functional MR Parameters Potentially Predicts Local Failure in Pharynx Squamous Cell Carcinoma Patients
- Source :
- The Journal of Medical Investigation. 68(3-4):354-361
- Publication Year :
- 2021
- Publisher :
- Tokushima University Faculty of Medicine, 2021.
-
Abstract
- Purpose : To predict local control / failure by a multiparametric approach using magnetic resonance (MR)-derived tumor morphological and functional parameters in pharynx squamous cell carcinoma (SCC) patients. Materials and Methods : Twenty-eight patients with oropharyngeal and hypopharyngeal SCCs were included in this study. Quantitative morphological parameters and intratumoral characteristics on T2-weighted images, tumor blood flow from pseudo-continuous arterial spin labeling, and tumor diffusion parameters of three diffusion models from multi-b-value diffusion-weighted imaging as well as patients' characteristics were analyzed. The patients were divided into local control / failure groups. Univariate and multiparametric analysis were performed for the patient group division. Results : The value of morphological parameter of 'sphericity' and intratumoral characteristic of 'homogeneity' was revealed respectively significant for the prediction of the local control status in univariate analysis. Higher diagnostic performance was obtained with the sensitivity of 0.8, specificity of 0.75, positive predictive value of 0.89, negative predictive value of 0.6 and accuracy of 0.79 by multiparametric diagnostic model compared to results in the univariate analysis. Conclusion : A multiparametric analysis with MR-derived quantitative parameters may be useful to predict local control in pharynx SCC patients. J. Med. Invest. 68 : 354-361, August, 2021.
- Subjects :
- medicine.medical_specialty
Magnetic Resonance Spectroscopy
General Biochemistry, Genetics and Molecular Biology
medicine
Humans
Basal cell
Multiparametric Magnetic Resonance Imaging
Retrospective Studies
Univariate analysis
medicine.diagnostic_test
business.industry
Multiparametric Analysis
Squamous Cell Carcinoma of Head and Neck
Pharynx
Univariate
Magnetic resonance imaging
General Medicine
Blood flow
Magnetic Resonance Imaging
medicine.anatomical_structure
Diffusion Magnetic Resonance Imaging
Treatment Outcome
Head and Neck Neoplasms
Radiology
business
Subjects
Details
- Language :
- English
- ISSN :
- 13496867
- Volume :
- 68
- Issue :
- 3-4
- Database :
- OpenAIRE
- Journal :
- The Journal of Medical Investigation
- Accession number :
- edsair.doi.dedup.....83d6d9cdb5d67428c0c52a35ca5b3e48