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

被引:79
作者
Ding, Yuqin [1 ,2 ]
Tan, Qinxuan [1 ,2 ]
Mao, Wei [1 ,2 ]
Dai, Chenchen [1 ,2 ]
Hu, Xiaoyi [3 ]
Hou, Jun [4 ]
Zeng, Mengsu [1 ,2 ]
Zhou, Jianjun [1 ,2 ]
机构
[1] Fudan Univ, Dept Radiol, Zhongshan Hosp, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[2] Shanghai Inst Med Imaging, 180 Fenglin Rd, Shanghai 200032, Peoples R China
[3] Fudan Univ, Zhongshan Hosp, Dept Urol, Shanghai 200032, Peoples R China
[4] Fudan Univ, Zhongshan Hosp, Dept Pathol, Shanghai 200032, Peoples R China
关键词
Renal neoplasms; Diffusion-weighted MRI; Intravoxel incoherent motion; Diffusion kurtosis imaging; Differential diagnosis; INTRAVOXEL INCOHERENT MOTION; NON-GAUSSIAN DIFFUSION; CELL CARCINOMA; PARTIAL NEPHRECTOMY; MONOEXPONENTIAL MODEL; PATHOLOGICAL LESIONS; CORTICAL TUMORS; WEIGHTED MRI; MASSES; FAT;
D O I
10.1007/s00330-019-06240-6
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
Objective 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. Methods 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. Results 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. Conclusion IVIM parameters are the best, while DWI and DKI parameters have similar performance in differentiating malignant and benign renal tumors.
引用
收藏
页码:6930 / 6939
页数:10
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