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Multiparametric Analysis of Tumor Morphological and Functional MR Parameters Potentially Predicts Local Failure in Pharynx Squamous Cell Carcinoma Patients

Authors :
Yukie Shimizu
Akihiro Homma
Kohsuke Kudo
Osamu Sakai
Koichi Yasuda
Satoshi Kano
Rikiya Onimaru
Daisuke Yoshida
Hiroki Shirato
Takatsugu Mizumachi
Noriyuki Fujima
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.

Details

Language :
English
ISSN :
13496867
Volume :
68
Issue :
3-4
Database :
OpenAIRE
Journal :
The Journal of Medical Investigation
Accession number :
edsair.doi.dedup.....83d6d9cdb5d67428c0c52a35ca5b3e48