TY - JOUR
T1 - Comparison of the Diagnostic Value of Monoexponential, Biexponential, and Stretched Exponential Diffusion-weighted MRI in Differentiating Tumor Stage and Histological Grade of Bladder Cancer
AU - Wang, Yanchun
AU - Hu, Daoyu
AU - Yu, Hao
AU - Shen, Yaqi
AU - Tang, Hao
AU - Kamel, Ihab R.
AU - Li, Zhen
N1 - Funding Information:
This work was supported by the National Natural Science Foundation of China (grants 81771801 , 81271529 , 81571642 ) and the Youth Foundation of China (grants 81501447 ).
Funding Information:
This work was supported by the National Natural Science Foundation of China (grants 81771801, 81271529, 81571642) and the Youth Foundation of China (grants 81501447).
Publisher Copyright:
© 2018 The Association of University Radiologists
PY - 2019/2
Y1 - 2019/2
N2 - 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 (α) 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, D, 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.
AB - 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 (α) 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, D, 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.
KW - Monoexponential model
KW - biexponential model
KW - bladder cancer
KW - magnetic resonance imaging
KW - stretched exponential model
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U2 - 10.1016/j.acra.2018.04.016
DO - 10.1016/j.acra.2018.04.016
M3 - Article
C2 - 29753491
AN - SCOPUS:85046723963
SN - 1076-6332
VL - 26
SP - 239
EP - 246
JO - Academic radiology
JF - Academic radiology
IS - 2
ER -