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Diffusion‐compensated tofts model suggests contrast leakage through aneurysm wall
Author(s) -
Cantrell Charles G.,
Vakil Parmede,
Jeong Yong,
Ansari Sameer A.,
Carroll Timothy J.
Publication year - 2017
Publication title -
magnetic resonance in medicine
Language(s) - English
Resource type - Journals
SCImago Journal Rank - 1.696
H-Index - 225
eISSN - 1522-2594
pISSN - 0740-3194
DOI - 10.1002/mrm.26607
Subject(s) - contrast (vision) , leakage (economics) , univariate , diffusion mri , diffusion , aneurysm , magnetic resonance imaging , materials science , nuclear magnetic resonance , mathematics , computer science , physics , radiology , medicine , thermodynamics , statistics , artificial intelligence , multivariate statistics , economics , macroeconomics
Purpose The purpose of this study was to investigate the diffusional transport of contrast agent and its effects on kinetic modeling of dynamic contrast enhanced (DCE) images. Methods We performed simulations of our diffusion‐compensated model and compared these results to human intracranial aneurysms (IAs). We derive an easy‐to‐use parameterization of diffusional effects that can provide an accurate estimate of diffusion corrected contrast agent leakage rates (k trans ). Finally, we performed re‐ansalysis of an existing data set to determine whether diffusion‐corrected kinetic parameters improve the identification of high‐risk IAs, thereby providing a new MRI‐based imaging metric of IA stability based on wall integrity. Results Probability distributions of simulated versus measured data show contrast leakage away from the aneurysm wall. Parameterization of diffusional effects on k trans showed high correlation with long‐chain methods in both surrounding tissue and near the aneurysm wall ( r 2 = 0.91 and r 2 = 0.90, respectively). Finally, size, k trans , and ( k t r a n s − kD Ct r a n s) showed significant univariate relationships with rupture risk ( P < 0.05). Conclusions We report the first evidence of diffusion‐compensated permeability modeling in intracranial aneurysms and propose a parameterization of diffusional effects on k trans . Furthermore, a comparison of measured versus simulated data suggests that contrast leakage occurs across the aneurysm wall. Magn Reson Med 78:2388–2398, 2017. © 2017 International Society for Magnetic Resonance in Medicine.