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Differentiation of Clear Cell Renal Cell Carcinoma From Other Renal Cortical Tumors by Use of a Quantitative Multiparametric MRI Approach.
- Source :
-
AJR. American journal of roentgenology [AJR Am J Roentgenol] 2017 Mar; Vol. 208 (3), pp. W85-W91. Date of Electronic Publication: 2017 Jan 17. - Publication Year :
- 2017
-
Abstract
- Objective: The purpose of this study was to develop a quantitative multiparametric MRI approach to differentiating clear cell renal cell carcinoma (RCC) from other renal cortical tumors.<br />Materials and Methods: This retrospective study included 119 patients with 124 histopathologically confirmed renal cortical tumors who underwent preoperative MRI including DWI, contrast-enhanced, and chemical-shift sequences before nephrectomy. Two radiologists independently assessed each tumor volumetrically, and apparent diffusion coefficient values, parameters from multiphasic contrast-enhanced MRI (peak enhancement, upslope, downslope, AUC), and chemical-shift indexes were calculated. Univariate and multivariable logistic regression analyses were performed to identify parameters associated with clear cell RCC.<br />Results: Interreader agreement was excellent (intraclass correlation coefficient, 0.815-0.994). The parameters apparent diffusion coefficient (reader 1 AUC, 0.804; reader 2, 0.807), peak enhancement (reader 1 AUC, 0.629; reader 2, 0.606), and downslope (reader 1 AUC, 0.575; reader 2, 0.561) were significantly associated with discriminating clear cell RCC from other renal cortical tumors. The combination of all three parameters further increased diagnostic accuracy (reader 1 AUC, 0.889; reader 2, 0.907; both p ≤ 0.001), yielding sensitivities of 0.897 for reader 1 and 0.897 for reader 2, and specificities of 0.762 for reader 1 and 0.738 for reader 2 in the identification of clear cell RCC. With maximized sensitivity, specificities of 0.429 and 0.262 were reached for readers 1 and 2, respectively.<br />Conclusion: A quantitative multiparametric approach statistically significantly improves diagnostic performance in differentiating clear cell RCC from other renal cortical tumors.
- Subjects :
- Adult
Aged
Aged, 80 and over
Diagnosis, Differential
Female
Humans
Image Enhancement methods
Male
Middle Aged
Reproducibility of Results
Sensitivity and Specificity
Algorithms
Carcinoma, Renal Cell diagnostic imaging
Image Interpretation, Computer-Assisted methods
Kidney Neoplasms diagnostic imaging
Magnetic Resonance Imaging methods
Pattern Recognition, Automated methods
Subjects
Details
- Language :
- English
- ISSN :
- 1546-3141
- Volume :
- 208
- Issue :
- 3
- Database :
- MEDLINE
- Journal :
- AJR. American journal of roentgenology
- Publication Type :
- Academic Journal
- Accession number :
- 28095036
- Full Text :
- https://doi.org/10.2214/AJR.16.16652