Comparison of the Diagnostic Value of Monoexponential, Biexponential, and Stretched Exponential Diffusion weighted MRI in Differentiating Tumor Stage and Histological Grade of Bladder Cancer

被引:22
作者
Wang, Yanchun [1 ]
Hu, Daoyu [1 ]
Yu, Hao [1 ]
Shen, Yaqi [1 ]
Tang, Hao [1 ]
Kamel, Ihab R. [2 ]
Li, Zhen [1 ]
机构
[1] Huazhong Univ Sci & Technol, Dept Radiol, Tongji Hosp, Tongji Med Coll, 1095 Jiefang Ave, Wuhan 430030, Hubei, Peoples R China
[2] Johns Hopkins Univ Hosp, Dept Radiol, Baltimore, MD 21287 USA
基金
中国国家自然科学基金;
关键词
Monoexponential model; biexponential model; stretched exponential model; magnetic resonance imaging; bladder cancer; PERFUSION;
D O I
10.1016/j.acra.2018.04.016
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
Rationale and Objectives: We aimed to determine the utility of various diffusion parameters obtained from monoexponential, biexponential, and stretched exponential diffusion-weighted imaging (DWI) models in differentiating tumor stage and grade of bladder cancer. Materials and Methods: Forty-five patients with pathologically confirmed bladder cancer underwent multi-b-value DWI. An apparent diffusion coefficient (ADC) was calculated from DWI by using a monoexponential model. A true diffusion coefficient (D), perfusion-related pseudo-diffusion coefficient (D*), and perfusion fraction (f) were calculated from DWI by using a biexponential model. A water molecular diffusion heterogeneity index (a) and distributed diffusion coefficient (DDC) were calculated from DWI by using a stretched exponential model. All parameters were compared between different stages and grades by using the Mann-Whitney U test. Receiver operating characteristic and intrareader correlation coefficient analysis were used for statistical evaluations. Results: ADC, 0, f, and DDC values were significantly higher in the non muscle-invasive vs muscle-invasive bladder cancers (P =.000,.000,.002, and.000, respectively) and in low-grade vs high-grade ones (P =.000,.000,.018, and.000, respectively). D* value was significantly lower in the low-grade bladder cancers compared to high-grade ones (P =.012). The areas under the receiver operating characteristic curve of ADC, D, and DDC values were 0.945, 0.912, and 0.946 in staging bladder cancers; 0.866, 0.862, and 0.856 in grading bladder cancers, respectively. Conclusion: Biexponential and stretched exponential DWI models may provide more parameters in staging and grading bladder cancers and show a slight difference between DDC and ADC values in staging bladder cancers. These two DWI models, as well as the monoexponential models, were very helpful in staging and grading bladder cancers.
引用
收藏
页码:239 / 246
页数:8
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