Intravoxel incoherent motion modeling in the kidneys: Comparison of mono-, bi-, and triexponential fit
van Baalen, Sophie, Leemans, Alexander, Dik, Pieter, Lilien, Marc R., ten Haken, Bennie, Froeling, Martijn
DOI: https://doi.org/10.1002/jmri.25519
Journal of Magnetic Resonance Imaging 43 (1), p. 228–239
Abstract
Purpose: To evaluate if a three-component model correctly describes the diffusion signal in the kidney and whether it can provide complementary anatomical or physiological information about the underlying tissue. Materials and Methods: Ten healthy volunteers were examined at 3T, with T 2-weighted imaging, diffusion tensor imaging (DTI), and intravoxel incoherent motion (IVIM). Diffusion tensor parameters (mean diffusivity [MD] and fractional anisotropy [FA]) were obtained by iterative weighted linear least squares fitting of the DTI data and mono-, bi-, and triexponential fit parameters (D 1, D 2, D 3, f fast2, f fast3, and f interm) using a nonlinear fit of the IVIM data. Average parameters were calculated for three regions of interest (ROIs) (cortex, medulla, and rest) and from fiber tractography. Goodness of fit was assessed with adjusted R 2 (R 2 adj) and the Shapiro-Wilk test was used to test residuals for normality. Maps of diffusion parameters were also visually compared. Results: Fitting the diffusion signal was feasible for all models. The three-component model was best able to describe fast signal decay at low b values (b < 50), which was most apparent in R 2 adj of the ROI containing high diffusion signals (ROI rest), which was 0.42 ± 0.14, 0.61 ± 0.11, 0.77 ± 0.09, and 0.81 ± 0.08 for DTI, one-, two-, and three-component models, respectively, and in visual comparison of the fitted and measured S 0. None of the models showed significant differences (P > 0.05) between the diffusion constant of the medulla and cortex, whereas the f fast component of the two and three-component models were significantly different (P < 0.001). Conclusion: Triexponential fitting is feasible for the diffusion signal in the kidney, and provides additional information. Level of Evidence: 2. Technical Efficacy: Stage 1. J. MAGN. RESON. IMAGING 2017;46:228–239.