Comparison of diffusion-weighted imaging mono-exponential mode with diffusion kurtosis imaging for predicting pathological grades of clear cell renal cell carcinoma

被引:12
作者
Cao, Jinfeng [1 ,2 ]
Luo, Xin [1 ,2 ]
Zhou, Zhongmin [3 ]
Duan, Yanhua [4 ]
Xiao, Lianxiang [4 ]
Sun, Xinru [1 ,2 ]
Shang, Qun [1 ,2 ]
Gong, Xiao [1 ,2 ]
Hou, Zhenbo [5 ]
Kong, Demin [1 ,2 ]
He, Bing [1 ,2 ]
机构
[1] Zibo Cent Hosp, Dept Radiol, Zibo, Shandong, Peoples R China
[2] Zibo Key Lab Precis Neuroimaging, Zibo, Shandong, Peoples R China
[3] Zibo Cent Hosp, Dept Nephrol, Zibo, Shandong, Peoples R China
[4] Shandong Univ, Shandong Med Imaging Res Inst, Dept Radiol, Jinan, Shandong, Peoples R China
[5] Zibo Cent Hosp, Dept Pathol, Zibo, Shandong, Peoples R China
关键词
Clear cell renal cell carcinoma; Diffusion-weighted imaging; Mono-exponential mode; Diffusion kurtosis imaging; INTRAVOXEL INCOHERENT MOTION; GAUSSIAN WATER DIFFUSION; NUCLEAR GRADE; HUMAN KIDNEY; DIFFERENTIATION; QUANTIFICATION; PERFORMANCE; UTILITY; MARKER; TISSUE;
D O I
10.1016/j.ejrad.2020.109195
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
Purpose: To evaluate the role of diffusion kurtosis imaging (DKI1) in the characterization of clear cell renal cell carcinoma (ccRCC(2)) compared with standard diffusion-weighted imaging (DWI3). Methods: 89 patients with histologically proven ccRCC were evaluated by DKI and DWI on a 3-T scanner. All ccRCCs were classified as grade 1-4 according to the Fuhrman classification system. The apparent diffusion coefficient (ADC(4)), fractional anisotropy (FA(5)), mean diffusivity (MD6), mean kurtosis (MK7), axial kurtosis (Ka(8)) and radial kurtosis (Kr-9) values were recorded. The differences in DWI and DKI parameters were evaluated by independent-sample t test and a receiver operating characteristic (ROC10) analysis was performed. The DeLong test was performed to compare the ROCs. Results: Compared to normal renal parenchyma, ADC and MD values of ccRCC decreased and MK, Ka, and Kr values increased (p < 0.05). ADC and MD values of ccRCC decreased with the increase in pathological grade, while MK, Ka, and Kr values were increased (p < 0.05). ADC could discriminate G1 vs G3, G1 vs G4, G2 vs G3, G2 vs G4, and G3 vs G4 (p < 0.05) except for G1 vs G2 (p > 0.05). Ka and Kr could discriminate G1 vs G2, G1 vs G3, G1 vs G4, G2 vs G4, and G3 vs G4 (p < 0.05) except for G2 vs G3 (p > 0.05). MD and MK could discriminate G1 vs G2, G1 vs G3, G1 vs G4, G2 vs G3, G2 vs G4, and G3 vs G4 (p < 0.05). The AUC of MK was the highest. The DeLong test showed that there were significant differences regarding ROCs between ADC/MK, ADC/Ka, ADC/Kr in grading G1/G2, and ADC/MK, MK/Ka in grading G3/G4 (p < 0.05). Conclusion: DKI was superior compared to the mono-exponential mode of DWI in grading ccRCC.
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页数:8
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