Volumetric analysis of intravoxel incoherent motion imaging for assessment of solitary pulmonary lesions

被引:28
作者
Yuan, Mei [1 ]
Zhong, Yan [1 ]
Zhang, Yu-Dong [1 ]
Yu, Tong-Fu [1 ]
Li, Hai [2 ]
Wu, Jiang-Fen [3 ]
机构
[1] Nanjing Med Univ, Dept Radiol, Affiliated Hosp 1, 300 Guangzhou Rd, Nanjing 210009, Jiangsu, Peoples R China
[2] Nanjing Med Univ, Dept Pathol, Affiliated Hosp 1, Nanjing, Jiangsu, Peoples R China
[3] Nanjing Univ Aeronaut & Astronaut, Dept Biomed Engn, Nanjing, Jiangsu, Peoples R China
关键词
Non-small-cell lung carcinoma; diffusion magnetic resonance imaging; histogram analysis; APPARENT DIFFUSION-COEFFICIENT; RENAL-CELL CARCINOMA; LUNG-CANCER; HISTOGRAM ANALYSIS; PROSTATE-CANCER; AGGRESSIVENESS ASSESSMENT; TARGETED THERAPY; NODULES; DIFFERENTIATION; BENIGN;
D O I
10.1177/0284185117698863
中图分类号
R8 [特种医学]; R445 [影像诊断学];
学科分类号
1002 ; 100207 ; 1009 ;
摘要
Background: Differentiating between malignant and benign solitary pulmonary lesions (SPLs) is challenging. Purpose: To determine diagnostic performance of intravoxel incoherent motion-based diffusion-weighted imaging (DW-IVIM) in distinguishing malignant from benign SPLs, using histogram analysis derived whole-tumor and single-section region of interest (ROI). Material and Methods: This retrospective study received institutional review board approval. A total of 129 patients with diagnosed SPLs underwent DW-IVIM and apparent diffusion coefficient (ADC). ADC, slow diffusion coefficient (D), fast diffusion coefficient (D*), and perfusion fraction (f) were calculated separately by outlining whole-tumor and single-section ROI. Inter-observer reliability was assessed by inter-class correlation coefficient (ICC). ADC and DW-IVIM parameters were analyzed using independent-sample T-test. Receiver operating characteristic (ROC) analysis was constructed to determine diagnostic performance. Multiple logistic regression was performed to identify independent factors associated with malignant SPLs. Results: There were 48 benign SPLs found in 35 patients and 94 patients with lung cancer (LC). ICC for whole-tumor ROI (range, 0.89-0.95) was higher than that for single-section ROI (range, 0.61-0.71). Mean ADC and D were significantly lower in the malignant group. ADC and D 10th showed significantly higher AUC values than did mean ADC and D. D showed significantly higher diagnostic accuracy in mean, 10th, and 25th percentiles than ADC values (all Ps < 0.05). D 10th was found to be an independent factor in discriminating LCs with an odds ratio of -1.217. Conclusion: Volumetric analysis had higher reproducibility and diagnostic accuracy than did single-section. Further, compared to ADC, D value differentiated benign SPLs from LCs more accurately.
引用
收藏
页码:1448 / 1456
页数:9
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