1. Using the CT features to differentiate invasive pulmonary adenocarcinoma from pre-invasive lesion appearing as pure or mixed ground-glass nodules
- Author
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Shi Zf, Liang J, Hai Xu, Xu Xq, Wei Zhang, Tong-Fu Yu, and Mei Yuan
- Subjects
Adult ,Male ,medicine.medical_specialty ,Multivariate analysis ,Lung Neoplasms ,Invasive Lesion ,Pulmonary adenocarcinoma ,Adenocarcinoma ,Sensitivity and Specificity ,Lesion ,Diagnosis, Differential ,Risk Factors ,Medicine ,Humans ,Radiology, Nuclear Medicine and imaging ,Aged ,Retrospective Studies ,Univariate analysis ,Receiver operating characteristic ,Full Paper ,business.industry ,General Medicine ,Middle Aged ,Female ,Radiology ,Tomography ,medicine.symptom ,business ,Tomography, X-Ray Computed - Abstract
To differentiate pre-invasive lesion from invasive pulmonary adenocarcinoma (IPA) appearing as ground-glass nodules (GGNs) using CT features.149 GGNs were enrolled in this study, with 74 pure GGNs (p-GGNs) and 75 mixed GGNs (m-GGNs). Firstly, univariate analysis was used to analyse the difference of CT features between pre-invasive lesion and IPA. Then, multivariate analysis was conducted to identify variables that could independently differentiate pre-invasive lesion from IPA. Receiver operating characteristic curve analysis was performed to evaluate the differentiating value of identified variables.In the p-GGNs, multivariate analysis showed that the amount of blood vessels was an independent risk factor. Using the amount of blood vessels "≥1" as the diagnostic criterion, we could diagnose IPA with a sensitivity of 100%. Using the amount of blood vessels "=0" as the diagnostic criterion, we could diagnose pre-invasive lesions with a specificity of 100%. In the m-GGNs, multivariate analysis showed that the volume of solid portion (VSolid) and pleural indentation were two independent risk factors. One further model was constructed using these two variables: model = 2.508 × (VSolid + 1.407) × (pleural indentation - 1.016). Using the new model, improved diagnostic ability was achieved compared with using VSolid or pleural indentation alone.The amount of blood vessels through the p-GGNs would be an important criterion during clinical management, while VSolid and pleural indentation seemed important for m-GGNs. Moreover, the new model could further improve the differentiating value for m-GGNs.CT features are useful in differentiating pre-invasive lesion from IPA appearing as GGNs.
- Published
- 2015