Institute of Psychology, University of Graz, Graz, Austria.
Institute of Medical Engineering, Graz University of Technology, Graz, Austria.
Eur J Neurosci. 2024 Sep;60(6):5400-5412. doi: 10.1111/ejn.16502. Epub 2024 Aug 28.
Arterial spin labelling (ASL) is the only non-invasive technique that allows absolute quantification of perfusion and is increasingly used in brain activation studies. Contrary to the blood oxygen level-dependent (BOLD) effect ASL measures the cerebral blood flow (CBF) directly. However, the ASL signal has a lower signal-to-noise ratio (SNR), than the BOLD signal, which constrains its utilization in neurofeedback studies. If successful, ASL neurofeedback can be used to aid in the rehabilitation of health conditions with impaired blood flow, for example, stroke. We provide the first ASL-based neurofeedback study incorporating a double-blind, sham-controlled design. A pseudo-continuous ASL (pCASL) approach with background suppression and 3D GRASE readout was combined with a real-time post-processing pipeline. The real-time pipeline allows to monitor the ASL signal and provides real-time feedback on the neural activity to the subject. In total 41 healthy adults (19-56 years) divided into three groups underwent a neurofeedback-based emotion imagery training of the left anterior insula. Two groups differing only in the explicitness level of instruction received real training and a third group received sham feedback. Only those participants receiving real feedback with explicit instruction showed significantly higher absolute CBF values in the trained region during neurofeedback than participants receiving sham feedback. However, responder analyses of percent signal change values show no differences in activation between the three groups. Persisting limitations, such as the lower SNR, confounding effects of arterial transit time and partial volume effects still impact negatively the implementation of ASL neurofeedback.
动脉自旋标记 (ASL) 是唯一允许对灌注进行绝对定量的非侵入性技术,并且越来越多地用于脑激活研究。与血氧水平依赖 (BOLD) 效应不同,ASL 直接测量脑血流 (CBF)。然而,ASL 信号的信噪比 (SNR) 比 BOLD 信号低,这限制了它在神经反馈研究中的应用。如果成功,ASL 神经反馈可用于帮助康复血流量受损的健康状况,例如中风。我们提供了第一项基于 ASL 的神经反馈研究,该研究采用了双盲、假对照设计。结合背景抑制和 3D GRASE 读取的伪连续 ASL (pCASL) 方法与实时后处理管道相结合。实时管道允许监测 ASL 信号,并为受试者提供有关神经活动的实时反馈。共有 41 名健康成年人(19-56 岁)分为三组,接受了左前岛叶的神经反馈为基础的情绪想象训练。两组仅在接受指令的明确程度上有所不同,接受了真实训练,第三组接受了假反馈。只有接受真实反馈和明确指导的参与者在神经反馈过程中在训练区域显示出显著更高的绝对 CBF 值,而接受假反馈的参与者则没有。然而,对信号变化百分比值的响应者分析显示三组之间的激活没有差异。持续存在的限制,如较低的 SNR、动脉传输时间的混杂效应和部分容积效应,仍然对 ASL 神经反馈的实施产生负面影响。