Department of Radiology, Mayo Clinic, Rochester, MN 55905, USA.
Department of Physiology, Hanyang University, Seoul 04763, Republic of Korea.
Sensors (Basel). 2023 Apr 27;23(9):4329. doi: 10.3390/s23094329.
In blood-oxygen-level-dependent (BOLD)-based resting-state functional (RS-fMRI) studies, usage of multi-echo echo-planar-imaging (ME-EPI) is limited due to unacceptable late echo times when high spatial resolution is used. Equipped with high-performance gradients, the compact 3T MRI system (C3T) enables a three-echo whole-brain ME-EPI protocol with smaller than 2.5 mm isotropic voxel and shorter than 1 s repetition time, as required in landmark fMRI studies. The performance of the ME-EPI was comprehensively evaluated with signal variance reduction and region-of-interest-, seed- and independent-component-analysis-based functional connectivity analyses and compared with a counterpart of single-echo EPI with the shortest TR possible. Through the multi-echo combination, the thermal noise level is reduced. Functional connectivity, as well as signal intensity, are recovered in the medial orbital sulcus and anterior transverse collateral sulcus in ME-EPI. It is demonstrated that ME-EPI provides superior sensitivity and accuracy for detecting functional connectivity and/or brain networks in comparison with single-echo EPI. In conclusion, the high-performance gradient enabled high-spatial-temporal resolution ME-EPI would be the method of choice for RS-fMRI study on the C3T.
在血氧水平依赖(BOLD)的静息态功能磁共振成像(RS-fMRI)研究中,由于使用高空间分辨率时无法接受的晚回声时间,多回波平面回波成像(ME-EPI)的使用受到限制。配备高性能梯度的紧凑型 3T MRI 系统(C3T)可实现三回波全脑 ME-EPI 协议,体素各向同性小于 2.5mm,重复时间短于 1s,这是标志性 fMRI 研究所必需的。通过信号方差减少以及基于感兴趣区、种子和独立成分分析的功能连接分析,全面评估了 ME-EPI 的性能,并与使用最短 TR 的单回波 EPI 进行了比较。通过多回波组合,可以降低热噪声水平。在 ME-EPI 中,内侧眶沟和前横向 collateral 沟的功能连接以及信号强度得到恢复。结果表明,与单回波 EPI 相比,ME-EPI 在检测功能连接和/或脑网络方面具有更高的灵敏度和准确性。总之,高性能梯度实现的高时空分辨率 ME-EPI 将成为 C3T 上 RS-fMRI 研究的首选方法。