Mahroo Amnah, Buck Mareike Alicja, Huber Jörn, Breutigam Nora-Josefin, Mutsaerts Henk J M M, Craig Martin, Chappell Michael, Günther Matthias
MR Physics, Fraunhofer Institute for Digital Medicine MEVIS, Bremen, Germany.
MR-Imaging and Spectroscopy, University of Bremen, Bremen, Germany.
Front Neurosci. 2021 Dec 3;15:719676. doi: 10.3389/fnins.2021.719676. eCollection 2021.
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 data ( = 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 ( < 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.
多回波时间动脉自旋标记(multi-TE ASL)通过探测标记自旋的T2弛豫来估计血液与组织的交换动力学。在本研究中,我们基于重测分析提供了一种稳健评估交换时间(Texch)的方法,将其作为血脑屏障(BBB)完整性的替代指标。这包括一种新颖的扫描方案以及对两室模型的扩展,引入“体素内传输时间”(ITT)以解决组织传输效应。通过扩展模型,我们旨在分离组织传输和交换这两种潜在且不同的机制。在模拟中评估了扩展模型与两室模型相比的性能。使用具有两种不同团注持续时间的多回波时间动脉自旋标记序列来获取数据( = 10)。用这两种模型拟合脑血流量(CBF)、动脉传输时间(ATT)和Texch,并比较灰质的平均数值。此外,扩展模型还提取了ITT参数。对测量的会话内、会话间和访视间的Texch重测可靠性进行了评估。计算灰质的组内相关系数(ICC)和受试者内变异系数(CoV)以评估该方法的精度。发现灰质的平均Texch和ITT值分别为227.9 ± 37.9毫秒和310.3 ± 52.9毫秒。扩展模型估计的Texch比两室模型低32.6 ± 5.9%。对于Texch可靠性的所有三个指标均观察到显著的ICC( < 0.05)。发现Texch的会话内CoV、会话间CoV和访视间CoV分别为6.6%、7.9%和8.4%。通过所描述的解决体素内传输效应的改进方法,多回波时间动脉自旋标记作为一种无创测量BBB通透性的方法显示出良好的可重复性。这些发现为在临床研究中应用这种潜在的BBB通透性生物标志物迈出了令人鼓舞的一步。