Ying Chu1 and Jürgen Finsterbusch1
1Department of Systems Neuroscience, University Medical Center Hamburg-Eppendorf, Hamburg, Germany
Synopsis
Combined fMRI
T2*-weighted imaging of the human brain and cervical spinal cord has been
accelerated by simultaneous multi-slice (SMS) imaging of the brain volume. The
implementation has been tested and evaluated in phantoms and in vivo and shows
a very similar performance to non-accelerated and brain-only measurements. With
the much shorter acquisition times achievable it could help to improve brain
volume coverage of cortico-spinal fMRI.
Introduction
Combined
functional magnetic resonance imaging (fMRI) of the brain and cervical spinal
cord1 allows to assess the functional connectivity between the two regions, e.g.,
in pain processing2 or motor execution. However, volume coverage and temporal
resolution were limited because simultaneous multi-slice (SMS)3 imaging could not
be used for such measurements due to the two different slice groups involved and
the low SMS performance of typical neck coils used for the spinal cord slices.
Here, a partial-SMS acceleration for the brain volume has been implemented and
tested that may help to overcome these limitations.Method
Experiments
were performed on a 3T whole-body MR system (PrismaFit, Siemens Healthineers)
using a 64-channel head-neck coil with a spherical and a flat water phantom and
in vivo. Healthy volunteers were investigated after their informed consent was
obtained. EPI acquisitions of the brain volume (60 slices) were performed using
a square FOV of 220mm, an in-plane resolution of 2.0×2.0mm2, and a slice
thickness of 2mm without gap; for the spinal cord volume (12 slices), the FOV was
136mm, the in-plane resolution 1.2x1.2mm2, and the slice thickness 3.5mm
without a gap (cf. Fig. 1). 7/8 partial Fourier and GRAPPA with an acceleration
factor of 2 and 36 reference lines was used for both volumes. The brain and
spinal cord volumes were acquired with a TE of 24ms and 27ms, respectively,
yielding a minimum TR of 4177ms without SMS acceleration, 2524ms with brain SMS
for an acceleration factor of 2, and 1975ms with brain SMS for an acceleration factor
of 3. The minimum TRs with a flip angle of 75° were used for the water phantom
measurements. In vivo, a fixed TR of 4177ms with a flip angle of 86° was used
for all acquisitions.
A dynamic
update of the frequency and first order shim values was performed between the two
volumes as described previously1 for all acquisitions. The
isocenter was positioned close to the spinal cord volume (see Fig. 1a) which
improved the overall shim.
The image
reconstruction pipeline was modified to ignore the SMS part of the
reconstruction for spinal cord slices while brain slices passed the full
pipeline including the SMS functionality.
To evaluate the performance of the partial SMS
acceleration in the brain, the images were compared to data obtained for the
brain volume only with the same SMS acceleration factors.Results
The
localizers and brain and spinal cord example EPI images are shown in Figure 1, the
latter two were obtained in a single measurement covering both volumes ("combined")
with an SMS acceleration factor of 3 for the brain volume.
Figures 2 and
3 summarize results of SNR measurements in the phantoms and in vivo,
respectively. No impact of the SMS acceleration of the brain is observed in the
spinal cord (Fig. 2a and 3a) indicating that the SMS acquisition and
reconstruction for the brain slices does not interfere with the non-accelerated
spinal cord slices and the chosen reconstruction bypass for the spinal cord
slices only opts out SMS functionality. Comparing single-volume and "combined"
measurements for brain slices reveals no relevant difference in lower slices,
neither without, nor with SMS acceleration which indicates that the partial
acceleration of the "combined" measurements provides the same performance as a
full-SMS single volume acquisition. This also holds true for upper slices in vivo; only
in the phantom experiments, a difference is observed in upper slices which,
however, is related to coil elements that were inactive during the single-volume
acquisitions.
MR images and
SNR maps of several slices in the brain volume are shown in Fig. 4, which
shows that combined fMRI with an SMS factor of 3 for the brain volume has a very
good image quality that is comparable to that of a single-volume acquisition, both
without and with SMS. However, the minimum TR achievable is reduced from 4177ms
to 1975ms. The SNR maps even seem to indicate a better SNR with SMS which, most
likely, is related to noise filtering performed during the SMS reconstruction.Conclusion
In this
study, simultaneous multi-slice acceleration of combined T2*-weighted
acquisitions of the human brain and cervical spinal cord was implemented and
tested for the brain volume ("partial-SMS"). The results show a similar image
quality compared to both single-volume measurements covering the brain only and
non-accelerated combined acquisitions and demonstrate the good performance of the
implemented approach. With the full image reconstruction being performed on-the-fly
and a reduction of the image acquisition time by more than 50%, it may help to
improve the temporal resolution and/or brain volume coverage of cortico-spinal
fMRI.Acknowledgements
This research was supported by the German Research Foundation DFG (SFB936/A6).References
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Science.2017;358:105-108.
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