Characterization of fast and slow diffusion from diffusion‐weighted MRI of pediatric Crohn's disease
Open Access
- 24 August 2012
- journal article
- research article
- Published by Wiley in Journal of Magnetic Resonance Imaging
- Vol. 37 (1) , 156-163
Abstract
Purpose: To characterize fast and slow diffusion components in diffusion‐weighted magnetic resonance imaging (DW‐MRI) of pediatric Crohn's disease (CD). Overall diffusivity reduction as measured by the apparent diffusion coefficient (ADC) in patients with CD has been previously demonstrated. However, the ADC reduction may be due to changes in either fast or slow diffusion components. In this study we distinguished between the fast and slow diffusion components in the DW‐MRI signal decay of pediatric CD.Materials and Methods: We acquired MRI from 24 patients, including MR enterography (MRE) and DW‐MRI with 8 b‐values (0–800 s/mm2). We characterized fast and slow diffusivity by intravoxel incoherent motion (IVIM) model parameters (f, D*, D), and overall diffusivity by ADC values. We determined which model best described the DW‐MRI signal decay. We assessed the influence of the IVIM model parameters on the ADC. We evaluated differences in model parameter values between the enhancing and nonenhancing groups.Results: The IVIM model described the observed data significantly better than the ADC model (P = 0.0088). The ADC was correlated with f (r = 0.67, P = 0.0003), but not with D (r = 0.39, P = 0.062) and D* (r = −0.39, P = 0.057). f values were significantly lower (P < 0.003) and D* values were significantly higher (P = 0.03) in the enhancing segments, while D values were not significantly different between the groups (P = 0.14).Conclusion: For this study population the IVIM model provides a better description of the DW‐MRI signal decay than the ADC model. The reduced ADC is related to changes in the fast diffusion rather than to changes in the slow diffusion. J. Magn. Reson. Imaging 2013;37:156–163.Keywords
This publication has 24 references indexed in Scilit:
- The Utility of Biomarkers in the Diagnosis and Therapy of Inflammatory Bowel DiseaseGastroenterology, 2011
- Comparison of Biexponential and Monoexponential Model of Diffusion Weighted Imaging in Evaluation of Renal LesionsInvestigative Radiology, 2011
- Active Crohn's Disease in the small bowel: Evaluation by diffusion weighted imaging and quantitative dynamic contrast enhanced MR imagingJournal of Magnetic Resonance Imaging, 2011
- New MRI modalities for assessment of inflammatory bowel disease: Figure 1Gut, 2010
- Diffusion-weighted magnetic resonance without bowel preparation for detecting colonic inflammation in inflammatory bowel diseaseGut, 2010
- Evaluation of Diffusion-weighted MR Imaging for Detection of Bowel Inflammation in Patients with Crohn's DiseaseAcademic Radiology, 2009
- Free‐breathing diffusion‐weighted imaging for the assessment of inflammatory activity in Crohn's diseaseJournal of Magnetic Resonance Imaging, 2009
- Multimodel InferenceSociological Methods & Research, 2004
- Encoding of anisotropic diffusion with tetrahedral gradients: A general mathematical diffusion formalism and experimental resultsMagnetic Resonance in Medicine, 1996
- A new look at the statistical model identificationIEEE Transactions on Automatic Control, 1974