Institute of Biomedical Engineering, National Taiwan University, Taipei, Taiwan.
Institute of Applied Physics, National Chengchi University, Taipei, Taiwan.
Sci Rep. 2017 Dec 5;7(1):17019. doi: 10.1038/s41598-017-16976-0.
Ultrafast functional magnetic resonance imaging (fMRI) can measure blood oxygen level dependent (BOLD) signals with high sensitivity and specificity. Here we propose a novel method: simultaneous multi-slice inverse imaging (SMS-InI) - a combination of simultaneous multi-slice excitation, simultaneous echo refocusing (SER), blipped controlled aliasing in parallel imaging echo-planar imaging (EPI), and regularized image reconstruction. Using a 32-channel head coil array on a 3 T scanner, SMS-InI achieves nominal isotropic 5-mm spatial resolution and 10 Hz sampling rate at the whole-brain level. Compared with traditional inverse imaging, we found that SMS-InI has higher spatial resolution with lower signal leakage and higher time-domain signal-to-noise ratio with the optimized regularization parameter in the reconstruction. SMS-InI achieved higher effective resolution and higher detection power in detecting visual cortex activity than InI. SMS-InI also detected subcortical fMRI signals with the similar sensitivity and localization accuracy like EPI. The spatiotemporal resolution of SMS-InI was used to reveal that presenting visual stimuli with 0.2 s latency between left and right visual hemifield led to 0.2 s relative hemodynamic response latency between the left and right visual cortices. Together, these results indicate that SMS-InI is a useful tool in measuring cortical and subcortical hemodynamic responses with high spatiotemporal resolution.
超快速功能磁共振成像(fMRI)可以高灵敏度和特异性地测量血氧水平依赖(BOLD)信号。在这里,我们提出了一种新方法:同时多切片逆成像(SMS-InI)——它结合了同时多切片激发、同时回波重聚(SER)、平行成像回波平面成像(EPI)中的闪烁控制消隐以及正则化图像重建。在 3T 扫描仪上使用 32 通道头部线圈阵列,SMS-InI 可实现全脑水平的名义各向同性 5mm 空间分辨率和 10Hz 的采样率。与传统的逆成像相比,我们发现 SMS-InI 具有更高的空间分辨率、更低的信号泄漏和更高的时域信噪比,且在重建中具有优化的正则化参数。SMS-InI 在检测视觉皮层活动方面具有更高的有效分辨率和更高的检测功率,优于 InI。SMS-InI 还具有与 EPI 相似的灵敏度和定位准确性,可以检测皮质下 fMRI 信号。SMS-InI 的时空分辨率用于揭示在左、右视觉半视野之间呈现视觉刺激时,左、右视觉皮层之间的相对血流动力学响应延迟约为 0.2s。综上所述,这些结果表明 SMS-InI 是一种非常有用的工具,可以用于测量具有高时空分辨率的皮质和皮质下的血流动力学反应。