Yuanyuan Chen1, Miao Sha1, Xin Zhao1, Xu Yan2,3, Weiwei Wang1, Xiong Zhang1, Hongyan Ni3, and Dong Ming1
1Tianjin University, Tianjin, China, People's Republic of, 2MR Collaboration NE Asia, Siemens Healthcare, Shanghai, China, People's Republic of, 3Tianjin First Central Hospital, Tianjin, China, People's Republic of
Synopsis
The use of simultaneous
multiband radiofrequency (RF) pulses to accelerate volume coverage along the
slice direction is becoming increasingly popular. In this work, we attempt to
evaluate the impact on parameter calculations of parallel imaging in
combination with multiband excitation for DTI applications. The image quality
as well as the indexes was compared. This experiment shows that the accelerated
multiband sequence are highly reproducible in voxel-based analysis for
different parallel imaging factors, with no significant differences (p < 0.001).
In addition, the parallel imaging factor may have an influence on SNR and
distortion of the diffusion images.Purpose
The use of simultaneous multiband
radiofrequency (RF) pulses to accelerate volume coverage along the slice
direction is becoming increasingly popular.1-3 To obtain higher
resolution or higher signal noise ratio (SNR) maps, longer acquisition times and
more brain volumes are necessary; in this context slice acceleration
acquisition techniques are of great importance in diffusion tensor imaging (DTI),
and for advanced encoding-intensive models such as diffusion spectrum imaging (DSI).
However, there is limited agreement about the optimal protocol parameters for
slice accelerated multiband acquisitions.4 In this work, we attempt
to evaluate the impact on parameter calculations of parallel imaging in
combination with multiband excitation for DTI applications.
Methods
Human brain experiments were performed on 8
subjects using a 3.0T MAGNETOM Trio (Siemens AG, Erlangen, Germany) with
32-channel head coil. Multiband RF pulses were generated for
simultaneous multi-slice excitation and echo refocusing.
Imaging parameters were as follows: TR / TE = 4000ms / 70ms, FOV=220 mm, matrix
size = 110 × 110, voxel size = 2mm3, 52 slices, b-value = 1000 with
30 directions and 1 baseline. The slice-accelerated factor is set as 2, with
two different in-plane parallel imaging (GRAPPA) factors: 1) iPAT = 1, NEX = 2,
total time =2’44 × 2; 2) iPAT = 2, NEX = 4, total time = 3’00 × 4. All DWIs
were processed in FSL including eddy current correction, motion correction and
DTI indexe fitting, fractional anisotropy (FA) and mean diffusivity (MD) maps were
calculated. Firstly, FA and MD from protocol IPAT 1 NEX 2 were compared with those
from protocol IPAT 2 NEX 2. Voxel-based analysis and 2-sample T-test was
applied here for quantitative comparison. Then the paired T-tests were
conducted between 2 repeated acquisitions for iPAT 1 and iPAT2 protocols respectively.
Results
In figure
1, iPAT1 data showed higher SNR in DW and FA images (b = 1000) than iPAT2,
especially for DW images in the central brain regions such as the basal
ganglia, while its geometric distortion was more severe than iPAT2 (shown in B0
image). The voxel-based T-tests show the differences of FA and MD between iPAT1
and iPAT2 in Figure 2, with p < 0.001 and cluster size > 30. The iPAT1
data showed significantly higher FA and lower MD than iPAT2 data in basal
ganglia region. The reproducibility evaluation showed that the FA and MD maps
of both iPAT1 and iPAT 2 data show no significant differences (p< 0.001) between
the two independent acquisitions.
Discussion
This experiment shows that the DTI indices
based on slice accelerated multiband sequence are highly reproducible in
voxel-based analysis for different parallel imaging factors, with no significant
differences (p < 0.001). In addition, the parallel imaging factor may have an
influence on SNR and distortion of the diffusion images. In detail, the IPAT1
data showed higher SNR especially at center brain region than IPAT2, however,
it is more sensitive to susceptibility and eddy current distortion than IPAT 2.
We expect the differences may be more significant with high b-value
applications, such as DSI or other multiple b-value models. Because SNR may
become an important factor in this applications, the choice of different
parallel imaging factor should be considered depending on the application focus.
The slice accelerated multiband sequence can significantly shorten the acquisition
time and increase spatial resolution, which shows great impacts on neural
studies. In this study, we evaluate the influence of parallel imaging based on
the multiband sequence and hope the finding will guide our future applications
of the sequence.
Acknowledgements
This
paper was supported by National
Natural Science Foundation of China (No. 81571762, 81222021, 31500865), National Key Technology R&D Program of the Ministry of Science
and Technology of China (No. 2012BAI34B02), the Tianjin Bureau of Public Health
Foundation (11KG108), the Tianjin Research Program of Application
Foundation and Advanced Technology(13JCQNJC14400).References
[1] Larkman, JMRI 2001 [2] Breuer MRM 2005 [3]
Moeller,MRM 2010 [4] Angus Z. Lau, MRI 2014.