Sensors (Apr 2023)

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

  • Daehun Kang,
  • Myung-Ho In,
  • Hang Joon Jo,
  • Maria A. Halverson,
  • Nolan K. Meyer,
  • Zaki Ahmed,
  • Erin M. Gray,
  • Radhika Madhavan,
  • Thomas K. Foo,
  • Brice Fernandez,
  • David F. Black,
  • Kirk M. Welker,
  • Joshua D. Trzasko,
  • John Huston,
  • Matt A. Bernstein,
  • Yunhong Shu

DOI
https://doi.org/10.3390/s23094329
Journal volume & issue
Vol. 23, no. 9
p. 4329

Abstract

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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.

Keywords