Improved Resting-State Functional MRI Using Multi-Echo Echo-Planar Imaging on a Compact 3T MRI Scanner with High-Performance Gradients

被引:3
|
作者
Kang, Daehun [1 ]
In, Myung-Ho [1 ]
Jo, Hang Joon [1 ,2 ]
Halverson, Maria A. [1 ]
Meyer, Nolan K. [1 ,3 ]
Ahmed, Zaki [1 ]
Gray, Erin M. [1 ]
Madhavan, Radhika [4 ]
Foo, Thomas K. [4 ]
Fernandez, Brice [5 ]
Black, David F. [1 ]
Welker, Kirk M. [1 ]
Trzasko, Joshua D. [1 ]
Huston III, John [1 ]
Bernstein, Matt A. [1 ]
Shu, Yunhong [1 ]
机构
[1] Mayo Clin, Dept Radiol, Rochester, MN 55905 USA
[2] Hanyang Univ, Dept Physiol, Seoul 04763, South Korea
[3] Mayo Clin, Mayo Clin Grad Sch Biomed Sci, Rochester, MN 55905 USA
[4] GE Global Res, Niskayuna, NY 12309 USA
[5] GE Healthcare, F-78530 Buc, France
基金
美国国家卫生研究院;
关键词
fMRI; BOLD; resting state; multi-echo EPI; compact; 3T; gradient system; slew rate; BOLD-CONTRAST SENSITIVITY; TASK-BASED FMRI; BRAIN; NOISE; EPI; COMPENSATION; NONLINEARITY; ENHANCEMENT; SIGNALS;
D O I
10.3390/s23094329
中图分类号
O65 [分析化学];
学科分类号
070302 ; 081704 ;
摘要
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.
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页数:19
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