| Literature DB >> 30911988 |
Francesco Mungai1, Giovanni Battista Verrone1, Michele Pietragalla2, Valentina Berti3, Gloria Addeo1, Isacco Desideri4, Luigi Bonasera5, Vittorio Miele1.
Abstract
The aim of this study is to find a correlation between tumoral heterogeneity of squamous cell carcinoma of the oropharynx and human papillomavirus (HPV) status and to determine whether analysis of texture features of primary lesion on contrast-enhanced CT (CECT) images can be useful in predicting the HPV positivity. Fifty patients with diagnosis of oropharyngeal carcinoma and pre-treatment CECT were included; tumoral heterogeneity of each lesion was evaluated by extracting quantitative texture parameters of first and higher orders. T test and logistic regression were conducted to evaluate the effects of different textural characteristics. There were 35 HPV+ and 15 HPV- lesions. Statistically significant (p < 0.05) differences were seen in multiple higher-order extracted parameters. The logistic regression model correctly classified lesions with an accuracy of 95.2%. CT texture analysis of primary oropharyngeal cancer may be used as a tool for predicting the HPV status.Entities:
Keywords: Computed tomography; Head and neck imaging; Human papillomavirus; Oropharyngeal cancer; Texture analysis
Mesh:
Year: 2019 PMID: 30911988 DOI: 10.1007/s11547-019-01028-6
Source DB: PubMed Journal: Radiol Med ISSN: 0033-8362 Impact factor: 3.469