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Updated: Feb 15, 2026

Magnetic Resonance Imaging Quantification of Pulmonary Perfusion using Calibrated Arterial Spin Labeling
Published on: May 30, 2011
Diffusion sensitivity of 3D-GRASE in arterial spin labeling perfusion
Xiang He1, Kenneth Wengler2, Mark E Schweitzer1
1Department of Radiology, Stony Brook University, Stony Brook, New York, USA.
Purpose:
To evaluate the role of true diffusion and flow-related pseudodiffusion in cerebral blood flow (CBF) quantification using arterial spin labeling (ASL) with single-shot or segmented 3D gradient and spin echo (GRASE) readouts.
Theory:
The extended phase graph (EPG) algorithm, originally designed to model the effects of T1 /T2 relaxation and true diffusion in MRI acquisitions utilizing multiple refocusing RF pulses, was augmented (aEPG). This augmentation accounted for flow-related pseudodiffusion attenuation of intravascular MRI signal in the k-space domain during 3D-GRASE acquisition, which leads to blur along the partition direction in the image domain. Blurring of ASL signal into neighboring voxels can lead to underestimation of CBF in small, high-flow structures such as cortical gray matter (GM).
Methods:
The diffusion sensitivity of 3D-GRASE was evaluated through aEPG simulations and in vivo experiments in 13 healthy subjects. The CBF estimation bias for different postlabeling delays, crusher gradient strengths, and segmentation factors along the partition (PAR) and phase-encoding (PE) directions was numerically assessed by simulations and experimentally validated.
Results:
In vivo experiments demonstrated systematic underestimation of mean GM CBF measured with segmented 3D-GRASE. The GM CBF underestimation depended on ASL preparation and imaging parameters; it reached up to 25% at low-segmentation schemes (1PAR × 2PE ) but was considerably lower at high-segmentation schemes (4PAR × 2PE or 8PAR × 2PE ). Theoretical predictions showed that conventional T1 /T2 relaxation and true diffusion may account for at most ∼25% of GM CBF estimation bias, whereas the pseudodiffusion effect constituted the major fraction in a typical ASL experiment.
Conclusion:
The pseudodiffusion effect leads to considerable estimation bias in ASL-based CBF quantification using 3D-GRASE readouts. This bias can be substantially reduced by increasing the segmentation factors. Magn Reson Med 80:736-747, 2018. Published 2018. This article is a U.S. Government work and is in the public domain in the USA.
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