Hongpyo Lee1, Yoonho Nam2, Min-Oh Kim1, Dongyeob Han1, and Dong-Hyun Kim1
1School of Electrical and Electronic Engineering, Yonsei University, Seoul, Korea, Republic of, 2Department of Radiology, Seoul St. Mary Hospital, College of Medicine, The Catholic University of Korea, Seoul, Korea, Republic of
Synopsis
Recently, myelin water fraction was investigated
using multi-echo GRE data. Generally, to ensure phase consistency among the
echoes, multi-echo acquisitions use unipolar gradients. However, these unipolar
gradient multi-echo sequences reduce acquisition efficiency and increase echo
spacing. Bipolar gradients would be preferential however, k-space
misregistration induced by readout gradient delays and eddy-currents make phase
errors, so severe artifacts occur in myelin water imaging. In this abstract, we
present a MWI using bipolar gradient multi-echo GRE sequence with k-space shift
correction. Compared
to unipolar MWF, k-space shift corrected bipolar MWF yields a reduction in ΔTE, which leads to
improved SNR and more accurate quantification.Introduction
Recently,
myelin water fraction (MWF) was investigated using multi-echo GRE data
1,2.
Generally, to ensure phase consistency among the echoes, multi-echo
acquisitions use unipolar gradients. However, these unipolar gradient
multi-echo sequences reduce acquisition efficiency and increase echo spacing. To
overcome this, bipolar gradient can be used to improve the acquisition
efficiency and reduce echo spacing. However, in bipolar gradient system, k-space
misregistration induced by readout gradient delays and eddy-currents can induce
phase errors
3. Thus, myelin water imaging using bipolar gradients
has not been proposed due to its severe artifacts. In this work, we present a MWF
using bipolar gradient multi-echo GRE sequence with a k-space shift correction
3.
Methods
[k-space
shift correction] Gradient delays and eddy currents result in delays of echo
acquisition. These make k-space misregistration and lead to phase discrepancy
between odd echoes and even echoes. To compensate for the k-space
misregistration, all echoes (even and odd echoes) are used to estimate the
k-space shift distance. The detailed procedure is as follows: 1. Signals from
each echo is 1D Fourier transformed. 2. Calculate cross-correlation between the
odd and even echoes 3. K-space shift is estimated from the slope of the
cross-correlation signal’s phase using linear regression. 4. The shift distance
is obtained from the estimated phase slope by shift = slope*base-resolution/(2*pi).
The shift distance is calculated for each channel, and then averaged.
[Data
acquisition and processing] A healthy volunteer was scanned using both unipolar
and bipolar sequences at 3T (Tim Trio, Siemens Medical Solutions, Erlangen,
Germany) with a 4 channel head coil. For MWI, multi-echo 3D GRE sequence was
used. The imaging parameters were as follows: matrix size: 128x128x32, spatial
resolution 2x2x3mm3, TR = 84ms, TE1 = 1.65 ms, ΔTE = 1.04 ms for bipolar gradient and 2.08 ms for unipolar gradient, #
of echoes = 30 for bipolar gradient and 16 for unipolar gradient, flip angle = 30°, BW = 1560 Hz/Px. The total scan time was 5 min 44 sec. After k-space
shift correction, a three-pool complex model which includes frequency offset
terms (Δf) was fitted to each voxel to estimate MWF2.
Results
Fig.1
shows the result of the k-space shift correction. Fig.1 (top) plots the
magnitude of the first two k-space echo data projected along the readout axis.
The k-space misalignment introduces a linear phase discrepancy between even
echoes and odd echoes as shown in Fig.1 (bottom). After correction, this
discrepancy is corrected. Also, Fig.2 shows the phase at a chosen voxel (yellow
arrow) with respect to echo time in bipolar gradient sequence. The phase was
proportional to the echo time after correction. Fig.3 shows the MWF with 30
bipolar echoes fitted with and without correction of the k-space shift. Without
the k-space shift correction, the fitting failed to obtain correct MWF and Δfmy-ex map.
Fig.4 shows the result of MWF with unipolar and bipolar gradient GRE data. When
the bipolar multi-echo GRE is used, quantification and SNR is improved.
Discussion and Conclusion
In this
study, we demonstrated that MWF with bipolar gradient can be performed by
correcting k-space shift. The improved scan efficiency of the bipolar sequence may
translate into a reduction in the scanning time. Compared to unipolar MWF,
bipolar MWF yields a reduction in ΔTE,
which leads to improved SNR and more accurate quantification.
Acknowledgements
No acknowledgement found.References
1.
Sati P, et al. Micrto-compartment specific T2*
relaxation in the brain. Neuroimage, 2013;77:268-278
2. Nam Y,
et al. Improved Estimation of Myelin Water Fraction using Complex Model Fitting.
Neuroimage, 2015;116:214-221
3. Wenmiao L, et al.
Water-Fat separation with Bipolar Multiecho Sequences. Magn Reson Med.
2008;60:198-209