Utility of the Apparent Diffusion Coefficient for Distinguishing Clear Cell Renal Cell Carcinoma of Low and High Nuclear Grade

被引:117
作者
Rosenkrantz, Andrew B. [1 ]
Niver, Benjamin E. [1 ]
Fitzgerald, Erin F. [1 ]
Babb, James S. [1 ]
Chandarana, Hersh [1 ]
Melamed, Jonathan [2 ]
机构
[1] NYU, Langone Med Ctr, Dept Radiol, New York, NY 10016 USA
[2] NYU, Langone Med Ctr, Dept Pathol, New York, NY 10016 USA
关键词
apparent diffusion coefficient (ADC); clear cell renal cell carcinoma; diffusion-weighted imaging; Fuhrman nuclear grade; renal MRI; PROGNOSTIC-SIGNIFICANCE; MORPHOLOGIC PARAMETERS; MULTIVARIATE-ANALYSIS; PARTIAL NEPHRECTOMY; ASTROCYTIC TUMORS; CEREBRAL GLIOMAS; PROSTATE-CANCER; FUHRMAN GRADE; WEIGHTED MRI; CELLULARITY;
D O I
10.2214/AJR.10.4688
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. The purpose of our study was to assess the utility of the apparent diffusion coefficient (ADC) in distinguishing low-grade and high-grade clear cell renal cell carcinoma (ccRCC). MATERIALS AND METHODS. The cases of 57 patients with pathologically proven ccRCC who underwent preoperative MRI, including diffusion-weighted imaging, were retrospectively assessed. ADC values were obtained from ADC maps calculated using b-value combinations of 0 and 400 s/mm(2) and of 0 and 800 s/mm(2) (hereafter referred to as ADC-400 and ADC-800). Lesions were also evaluated for an array of conventional MRI features. A single expert uropathologist reviewed all slides to determine nuclear grade. The utility of ADC for detecting high-grade ccRCC, alone and in combination with conventional MRI features, was assessed using receiver operating characteristic (ROC) analysis and binary logistic regression. RESULTS. ADC-400 and ADC-800 were significantly lower among high-grade than among low-grade ccRCC (2.24 +/- 0.50 mm(2)/s vs 1.59 +/- 0.57 mm(2)/s for ADC-400, p < 0.001; 1.85 +/- 0.40 mm(2)/s vs 1.28 +/- 0.48 mm(2)/s for ADC-800; p < 0.001). The area under the ROC curve for identifying high-grade ccRCC using ADC-400 and ADC-800 was 0.801 and 0.824 respectively (p = 0.606), with optimal thresholds, sensitivity, and specificity as follows: ADC-400: 2.17 mm(2)/s, 88.5%, 64.5% and ADC-800: 1.20 mm(2)/s, 65.4%, 96.0%. Using multivariate logistic regression, only necrosis (p = 0.0229) and perinephric fat invasion (p = 0.0160) were retained among conventional imaging features as independent risk factors for high-grade ccRCC. The accuracy of the logistic regression model for predicting high-grade ccRCC was significantly improved by inclusion of either ADC-400 (p = 0.0143) or ADC-800 (p = 0.015). CONCLUSION. ADC is significantly lower in high-grade ccRCC compared with low-grade ccRCC and increases the accuracy for detecting high-grade ccRCC compared with conventional MRI features alone.
引用
收藏
页码:W344 / W351
页数:8
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