Comparison of Biexponential and Monoexponential Model of Diffusion-Weighted Imaging for Distinguishing between Common Renal Cell Carcinoma and Fat Poor Angiomyolipoma

被引:46
作者
Ding, Yuqin [1 ]
Zeng, Mengsu [1 ]
Rao, Shengxiang [1 ]
Chen, Caizhong [1 ]
Fu, Caixia [2 ]
Zhou, Jianjun [1 ]
机构
[1] Fudan Univ, Shanghai Inst Med Imaging, Zhongshan Hosp, Dept Radiol, Shanghai 200032, Peoples R China
[2] Siemens Shenzhen Magnet Resonance Ltd, Shenzhen 518057, Peoples R China
关键词
Intravoxel incoherent motion; Diffusion-weighted imaging; DWI; Renal cell carcinoma; Angiomyolipoma; INTRAVOXEL INCOHERENT MOTION; MINIMAL FAT; SUBTYPE DIFFERENTIATION; PRELIMINARY-EXPERIENCE; TUMORS; LESIONS; MASSES; MRI; CLASSIFICATION; COEFFICIENTS;
D O I
10.3348/kjr.2016.17.6.853
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 compare the diagnostic accuracy of intravoxel incoherent motion (IVIM)-derived parameters and apparent diffusion coefficient (ADC) in distinguishing between renal cell carcinoma (RCC) and fat poor angiomyolipoma (AML). Materials and Methods: Eighty-three patients with pathologically confirmed renal tumors were included in the study. All patients underwent renal 1.5T MRI, including IVIM protocol with 8 b values (0-800 s/mm(2)). The ADC, diffusion coefficient (D), pseudodiffusion coefficient (D*), and perfusion fraction (f) were calculated. One-way ANOVA was used for comparing ADC and IVIM-derived parameters among clear cell RCC (ccRCC), non-ccRCC and fat poor AML. The diagnostic performance of these parameters was evaluated by using receiver operating characteristic (ROC) analysis. Results: The ADC were significantly greater in ccRCCs than that of non-ccRCCs and fat poor AMLs (each p < 0.010, respectively). The D and D* among the three groups were significantly different (all p < 0.050). The f of non-ccRCCs were less than that of ccRCCs and fat poor AMLs (each p < 0.050, respectively). In ROC analysis, ADC and D showed similar area under the ROC curve (AUC) values (AUC = 0.955 and 0.964, respectively, p = 0.589) in distinguishing between ccRCCs and fat poor AMLs. The combination of D > 0.97 x 10(-3) mm(2)/s, D* < 28.03 x 10(-3) mm(2)/s, and f < 13.61% maximized the diagnostic sensitivity for distinguishing non-ccRCCs from fat poor AMLs. The final estimates of AUC (95% confidence interval), sensitivity, specificity, positive predictive value, negative predictive value and accuracy for the entire cohort were 0.875 (0.719-0.962), 100% (23/23), 75% (9/12), 88.5% (23/26), 100% (9/9), and 91.4% (32/35), respectively. Conclusion: The ADC and D showed similar diagnostic accuracy in distinguishing between ccRCCs and fat poor AMLs. The IVIM-derived parameters were better than ADC in discriminating non-ccRCCs from fat poor AMLs.
引用
收藏
页码:853 / 863
页数:11
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