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Differentiating between malignant and benign renal tumors: do IVIM and diffusion kurtosis imaging perform better than DWI?

Authors :
Ding, Yuqin
Tan, Qinxuan
Mao, Wei
Dai, Chenchen
Hu, Xiaoyi
Hou, Jun
Zeng, Mengsu
Zhou, Jianjun
Source :
European Radiology; Dec2019, Vol. 29 Issue 12, p6930-6939, 10p, 3 Diagrams, 3 Charts, 2 Graphs
Publication Year :
2019

Abstract

<bold>Objective: </bold>To quantitatively compare the diagnostic values of conventional diffusion-weighted imaging (DWI), intravoxel incoherent motion (IVIM), and diffusion kurtosis imaging (DKI) in differentiating between malignant and benign renal tumors.<bold>Methods: </bold>Multiple b value DWIs and DKIs were performed in 180 patients with renal tumors, which were divided into clear cell renal cell carcinoma (ccRCC), non-ccRCC, and benign renal tumor group. The apparent diffusion coefficient (ADC), true diffusivity (D), pseudo-diffusion coefficient (D*), perfusion fraction (f), mean kurtosis (MK), and mean diffusivity (MD) maps were calculated. The diagnostic efficacy of various diffusion parameters for predicting malignant renal tumors was compared.<bold>Results: </bold>The ADC, D, and MD values of ccRCCs were higher, while D*, f, and MK values were lower than those of benign renal tumors (all p < 0.025). The D* and f values of non-ccRCCs were lower than those of benign renal tumors (p = 0.002 and p < 0.001, respectively). The difference of ADC, D, MD, and MK values between non-ccRCCs and benign renal tumors was not statistically significant (p > 0.05). The ADC, D, MD, and f values of ccRCCs were higher, while MK values were lower than those of non-ccRCCs (all p < 0.001). The AUC values of ADC, D, D*, f, MK, and MD were 0.849, 0.891, 0.708, 0.656, 0.862, and 0.838 for differentiating ccRCCs from benign renal tumors, respectively. The AUC values of D* and f were 0.772 and 0.866 for discrimination between non-ccRCCs and benign renal tumors, respectively.<bold>Conclusion: </bold>IVIM parameters are the best, while DWI and DKI parameters have similar performance in differentiating malignant and benign renal tumors.<bold>Key Points: </bold>• The D value is the best parameter for differentiating ccRCC from benign renal tumors. • The f value is the best parameter for differentiating non-ccRCC from benign renal tumors. • Conventional DWI and DKI have similar performance in differentiating malignant and benign renal tumors. [ABSTRACT FROM AUTHOR]

Details

Language :
English
ISSN :
09387994
Volume :
29
Issue :
12
Database :
Complementary Index
Journal :
European Radiology
Publication Type :
Academic Journal
Accession number :
139479350
Full Text :
https://doi.org/10.1007/s00330-019-06240-6