Robust Multi-TE ASL-Based Blood-Brain Barrier Integrity Measurements

被引:21
|
作者
Mahroo, Amnah [1 ]
Buck, Mareike Alicja [1 ,2 ]
Huber, Joern [1 ]
Breutigam, Nora-Josefin [1 ]
Mutsaerts, Henk J. M. M. [3 ]
Craig, Martin [4 ,5 ,6 ]
Chappell, Michael [4 ,5 ,6 ,7 ]
Guenther, Matthias [1 ,2 ,8 ]
机构
[1] Fraunhofer Inst Digital Med MEVIS, MR Phys, Bremen, Germany
[2] Univ Bremen, MR Imaging & Spect, Bremen, Germany
[3] Amsterdam Univ Med Ctr, Dept Radiol & Nucl Med, Amsterdam Neurosci, Amsterdam, Netherlands
[4] Univ Nottingham, Sch Med, Mental Hlth & Clin Neurosci, Nottingham, England
[5] Univ Nottingham, Sir Peter Mansfield Imaging Ctr, Sch Med, Nottingham, England
[6] Univ Oxford, Wellcome Ctr Integrat Neuroimaging, Nuffield Dept Clin Neurosci, Oxford, England
[7] Univ Nottingham, Nottingham Biomed Res Ctr, Queens Med Ctr, Nottingham, England
[8] Mediri GmbH, Heidelberg, Germany
基金
英国工程与自然科学研究理事会; 欧盟地平线“2020”; 英国惠康基金;
关键词
blood-brain barrier (BBB); arterial spin labelling (ASL) MRI; T2; relaxation; exchange time; permeability; multi-TE ASL; WATER EXCHANGE; TRANSIT-TIME; IMAGING TECHNIQUES; ARTERIAL; PERFUSION; PERMEABILITY; QUANTIFICATION; CAPILLARY; MODEL; IMPLEMENTATION;
D O I
10.3389/fnins.2021.719676
中图分类号
Q189 [神经科学];
学科分类号
071006 ;
摘要
Multiple echo-time arterial spin labelling (multi-TE ASL) offers estimation of blood-tissue exchange dynamics by probing the T2 relaxation of the labelled spins. In this study, we provide a recipe for robust assessment of exchange time (Texch) as a proxy measure of blood-brain barrier (BBB) integrity based on a test-retest analysis. This includes a novel scan protocol and an extension of the two-compartment model with an "intra-voxel transit time" (ITT) to address tissue transit effects. With the extended model, we intend to separate the underlying two distinct mechanisms of tissue transit and exchange. The performance of the extended model in comparison with the two-compartment model was evaluated in simulations. Multi-TE ASL sequence with two different bolus durations was used to acquire in vivo data (n = 10). Cerebral blood flow (CBF), arterial transit time (ATT) and Texch were fitted with the two models, and mean grey matter values were compared. Additionally, the extended model also extracted ITT parameter. The test-retest reliability of Texch was assessed for intra-session, inter-session and inter-visit pairs of measurements. Intra-class correlation coefficient (ICC) and within-subject coefficient of variance (CoV) for grey matter were computed to assess the precision of the method. Mean grey matter Texch and ITT values were found to be 227.9 +/- 37.9 ms and 310.3 +/- 52.9 ms, respectively. Texch estimated by the extended model was 32.6 +/- 5.9% lower than the two-compartment model. A significant ICC was observed for all three measures of Texch reliability (P < 0.05). Texch intra-session CoV, inter-session CoV and inter-visit CoV were found to be 6.6%, 7.9%, and 8.4%, respectively. With the described improvements addressing intra-voxel transit effects, multi-TE ASL shows good reproducibility as a non-invasive measure of BBB permeability. These findings offer an encouraging step forward to apply this potential BBB permeability biomarker in clinical research.
引用
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页数:14
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