Synopsis
Multi-b values DWI are feasible and useful in
the noninvasive tissue characterization of renal tumors. DDC and f
may provide additional information and could lead to improved differentiation
with better sensitivity and specificity between central
renal cell carcinoma (RCC) from renal pelvic urothelial carcinoma compared with conventional
diffusion parameters.
Purpose
To quantitatively compare and evaluate the potential of various diffusion parameters
obtained from monoexponential, biexponential, and stretched exponential
Diffusion-weighted imaging models in differentiating between central renal cell carcinoma (RCC) and renal pelvic urothelial
carcinoma, with pathologic examination as the reference standardIntroduction
As the renal pelvic urothelial carcinoma grows, centripetal infiltration into the renal parenchyma is common1. Differentiating renal pelvic urothelial carcinoma from central RCC is important because of the differences in surgical management and prognosis. Prior studies suggested
that biexponential and stretched exponential DWI models might provide more
accurate information about water diffusion2.The purpose of this study was to quantitatively evaluate the potential clinical value of various diffusion parameters
obtained frommonoexponential, biexponential, and stretched exponential DWI
models in differentiating those two tumors.
Materials and Methods
The institutional review board approved this
retrospective study and waived the informed consent requirement. 47 patients with either
pathologic analysis-confirmed central renal cell
carcinoma (n=29) or renal pelvic urothelial carcinoma (n=18) were assessed by using multi-b values
DWI(0~1700 sec/mm2)on 3-T MRI. An isotropic
apparent diffusion coefficient (ADC) was calculated from diffusion weighted images by using a monoexponential
model. A pseudo-ADC (ADCfast), true ADC (ADCslow), and perfusion fraction (f)
were calculated from diffusion weighted images by using a biexponential model.
A water molecular diffusion heterogeneity index (α) and distributed diffusion
coefficient (DDC) were calculated from diffusion-weighted images by using a
stretched exponential model. All parameters were compared between central RCC and renal pelvic urothelial
carcinoma by using the
Student’s
t test or Mann–Whitney U test depending on homogeneity of variance. Receiver-operating
characteristic (ROC) analyses were performed to determine the optimal
thresholds, the sensitivities, and specificities for differentiation.Results
ADC, ADCslow, ADCfast, f and DCC values were significantly lower in the renal
pelvic urothelial carcinoma group than
in the central RCC group (All P <0.05). α value were slightly higher in the renal pelvic urothelial carcinoma group than in the central RCC group(P <0.05) (Fig.1). The AUC
values for DDC (0.950), f (0.921) and ADC (0.906)
were significantly greater than those for ADCslow (0.679), ADCfast (0.789) and α
(0.818) in this differentiation (Fig.2). The AUC, sensitivity, specificity and the
cutoff value, respectively, for differentiating RCC from renal pelvic urothelial carcinoma for DDC, f were
as follows: DDC, 0.950, 86.2%, 94.4%, and 1.425×10-3 mm2/s;
f, 0.921, 86.2%, 88.9%, and 0.273.Discussion and conclusion
In this study, the preliminary data from our study demonstrate that multi-b values DWI are feasible and useful in
the noninvasive tissue characterization of renal tumors. DDC and f
may provide additional information and could lead to improved differentiation
with better sensitivity and specificity between central
renal cell carcinoma (RCC) from renal pelvic urothelial carcinoma compared with conventional
diffusion parameters.Acknowledgements
No acknowledgement found.References
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2. Bai Y, Lin Y, Tian J, et al. Grading of Gliomas by Using Monoexponential,
Biexponential, and Stretched Exponential Diffusion-weighted MR Imaging and
Diffusion Kurtosis MR Imaging. RADIOLOGY. 2016;278: 496-504.