SoHyun Han1,2, HyungJoon Cho3, Kâmil Uludaǧ1,2, and Seong-Gi Kim1,2
1Center for Neuroscience Imaging Research, Suwon, Korea, Republic of, 2Department of Biomedical Engineering, Sungkyunkwan University, Suwon, Korea, Republic of, 3Department of Biomedical Engineering, Ulsan National Institute of Science and Technology, Ulsan, Korea, Republic of
Synopsis
Spatial-specificity is important for high spatial-resolution-fMRI
to determine neuronal activity laminar-profiles. GE-BOLD-signals have low
specificity because the highest signals originate from draining-veins at the
surface of the cortex, not from capillaries nearby active neurons. However, SE-BOLD-signal
has been proposed to be a better indicator of the location of neural activity. In
this study, double SE-EPI-sequence was developed to achieve increased sensitivity
in SE-BOLD-fMRI and demonstrated its feasibility for fMRI with 0.8-mm in-plane
resolution. The results confirm that dSE-BOLD has higher specificity than GE-BOLD
and better sensitivity than conventional-SE-BOLD and its potential to probe the
function of cortical-circuits with high specificity.
Introduction
High spatiotemporal
resolution fMRI permits investigations of mesoscopic cortical functional units such
as columns & laminae. Since the size of these small structures is at a
range of submillimeter, spatial specificity of fMRI-signals becomes critical. Generally,
gradient-echo (GE)-BOLD-signal is the most popular method due to its high SNR
and ease of implementation. However, the GE-BOLD-signal peaks at the surface of
the cortex due to the high density of draining veins1-2, which is
distal to the neural activation-sites. For this reason, GE-BOLD may not be
optimal for mapping submillimeter functional structures. On the other hand, spin-echo
(SE)-BOLD-signal is expected to have higher spatial accuracy3-4.
However, the SE-BOLD-signal suffers from lower sensitivity compared to GE-BOLD-signal,
especially at high spatial resolution5. In this work, we introduce a
new method called double spin-echo (dSE)-EPI to improve sensitivity of SE-BOLD-contrast
by averaging two spin-echoes from three RF-pulses6-7. We demonstrate
the feasibility of dSE-EPI for fMRI by comparing image-quality and tSNR with
respect to corresponding conventional SE-EPI. To investigate laminar-specificity
of SE-BOLD-fMRI, we additionally compared SE-BOLD and GE-BOLD-fMRI in the
primary sensory&motor cortices during fist clenching with touching and
found that SE-BOLD-fMRI improved laminar specificity. Conclusively, by
acquiring multi-shot dSE-EPI, in-plane resolution of 0.8 mm was achieved, and its
feasibility and spatial superiority were demonstrated. The proposed method can
be advantageous for high spatial resolution UHF-fMRI studies in the pursuit of
resolving mesoscopic functional units.Methods
Seven subjects were
participated in this study. All procedures followed the guidelines of the IRB
of Sungkyunkwan University. All measurements were performed on a 7T-scanner
(MAGNETOM-Terra, Siemens-Healthineers), equipped with a 32-channel head-coil
(NOVA-Medical). A schematic diagram of double spin-echo (dSE)-EPI is shown in
Fig1. The terms 2 and 2 are echo-times of the first and second primary
SEs, respectively. A 3.8-min unilateral fist-clenching with touching
stimulation paradigm (initial 20-s resting and 8-blocks of alternating 6-s
clenching and 20-s resting) was used for all fMRI experiments. First, BOLD-fMRI
was obtained with dSE and conventional-SE acquisitions with 1.5-mm isotropic resolution, Rin-plane=3,
FOV=150×150-mm2, 12-slices. TE1/TE2=40/65-ms
for dSE, while 52-ms for conventional-SE. Second, to demonstrate superior
specificity of SE-BOLD compared to GE-BOLD, six subjects were investigated with 1×1 mm2 in-plane resolution, Rin-plane=3,
FOV=140×140-mm2, 24-slices(slice-thickness=1.5-mm), TE=25/50-ms
for GE/SE, and the number of runs=1/5 for GE/SE. Third, 0.8-mm in-plane
resolution with dSE-EPI was acquired with Rin-plane=9(for each-shot;
effective Rin-plane=3 by 3-shots), FOV=112×112-mm2, 10-slices(slice-thickness=1.5-mm),
TE = 25 ms for GE, TE1/TE2=37/64-ms. For all experiments,
TR=2000-ms, partial-Fourier=6/8 were used.Results
To investigate
fMRI sensitivity gain by the dSE-sequence, SE-BOLD-fMRI acquired by the dSE-sequence
with TE1/TE2 of 40/65-ms was compared with that obtained
by the single SE-sequence with TE of 52-ms. SNR, tSNR and z-score maps were
compared in Fig2A. The averaged signal of two echoes from dSE clearly had
higher SNR and tSNR than that of conventional-SE. Fig2B shows the cumulative
plot of the number of activated voxels as a function of z-score value. The
number of activated voxels was higher for the averaged two-echoes BOLD of dSE
than single SE-BOLD with TE of 40, 52, and 65-ms. Fig2C showed that time
courses of the averaged signal of two-echoes from dSE was less fluctuated, compared
with those of conventional-SE. To evaluate spatial specificity of BOLD signals
to the parenchyma, GE-EPI and SE-EPI fMRI were compared. Functional maps
overlaid on T1-weighted images are shown in Fig 3A. In the case of
GE-EPI, the percent signal changes peaked near the CSF area and it was very
difficult to separate M1 and S1 activation areas. However, in the case of
SE-EPI, there was no significant activation at CSF, allowing to clearly
distinguish M1 and S1 activation. The cortical profiles of the percent signal
change are shown as a function of cortical depth in Fig3B. The functional activation
of GE-BOLD-fMRI was highest at the cortical surface and decreased monotonically
with increasing cortical depth. On the other hand, in the case of SE-EPI, the
percent signal change at the cortical surface was reduced and two distinct
peaks(in S1 and M1) were observed in middle layers as indicated by green
arrows. The cortical depth profiles of M1 and S1 across all participants are shown
in Fig4; individual cortical profiles for each subject were plotted with dotted-lines
and averaged cortical profiles were with solid-lines. The peak of SE-BOLD
changes(blue-colored) has ~ 1.25 mm and ~ 0.75 mm deep from the surface of the
cortex er within gray matter for M1 and S1, respectively, but the peak was
shown in the vicinity of cortical surface in case of GE-BOLD (red-colored). Fig5
shows the results from multi-shot dSE-sequence using 0.8-mm in-plane spatial
resolution. The trend of activation pattern and cortical profile from GE-EPI
and multi-shot dSE-EPI are almost identical as shown in Fig3.Discussion and Conclusion
We proposed and
demonstrated the feasibility of dSE-EPI sequence at UHF to achieve better
sensitivity in SE-preparation and achieved 0.8-mm in-plane resolution. The
results confirm that dSE-BOLD has higher spatial specificity compared to
GE-BOLD and better sensitivity than conventional-SE-BOLD. dSE-BOLD may play an
important role in investigating functioning of mesoscopic cortical-circuits with
high specificity.Acknowledgements
This work was supported by the Institute of Basic
Science under grant IBS-R015-D1.References
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