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An efficient calculation method for pharmacokinetic parameters in brain permeability study using dynamic contrast‐enhanced MRI
Author(s) -
Wang Chunhao,
Yin FangFang,
Chang Zheng
Publication year - 2016
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.25659
Subject(s) - contrast (vision) , dynamic contrast enhanced mri , computer science , permeability (electromagnetism) , algorithm , mathematics , mathematical optimization , magnetic resonance imaging , chemistry , artificial intelligence , medicine , biochemistry , membrane , radiology
Purpose To develop an efficient method for calculating pharmacokinetic (PK) parameters in brain DCE‐MRI permeability studies. Methods A linear least‐squares fitting algorithm based on a derivative expression of the two‐compartment PK model was proposed to analytically solve for the PK parameters. Noise in the expression was minimized through low‐pass filtering. Simulation studies were conducted in which the proposed method was compared with two existing methods in terms of accuracy and efficiency. Five in vivo brain studies were demonstrated for potential clinical application. Results In the simulation studies using chosen parameter values, the calculated percent difference of K trans by the proposed method was <5.0% with a temporal resolution (Δ t ) < 5 s, and the accuracies of all parameter results were better or comparable to existing methods. When analyzed within certain parameter intensity ranges, the proposed method was more accurate than the existing methods and improved the efficiency by a factor of up to 458 for a Δ t = 1 s and up to 38 for a Δ t = 5 s. In the in vivo study, the calculated parameters using the proposed method were comparable to those using the existing methods with improved efficiencies. Conclusions An efficient method was developed for the accurate and efficient calculation of parameters in brain DCE‐MRI permeability studies. Magn Reson Med 75:739–749, 2016. © 2015 Wiley Periodicals, Inc.