Chan Hong Moon1, Jung-Hwan Kim1,2, and Kyongtae Ty Bae1,2
1Radiology, University of Pittsburgh, Pittsburgh, PA, United States, 2Bioengineering, University of Pittsburgh, Pittsburgh, PA, United States
Synopsis
Compound signal, BOLD
(e.g., de-oxygenation, CBF and CBV) has different neuronal specificity depending
on the major source. At high-field such as 7T, stimulus-evoked BOLD (fMRI) is
known to be more localized to cortex region mainly due to suppression of short
T2* signals in large draining vessels. It is question whether
spontaneous-evoked BOLD during resting status (rsfMRI) can be localized to
neural response and the correlation with fMRI activation. In this study, we
investigated BOLD source during resting status in primary motor cortex using
high-resolution 7T, and additionally the advantage of 7T rsfMRI in small-scale
brain connectivity. Introduction
Although it is known that high-field magnet >=
7T increases BOLD signal and better localize neuronal-specific signal in
cortical region [1,2], source of BOLD during resting-state fMRI (rsfMRI) and sensitivity/specificity
to small signaled neuronal activation, e.g., spontaneous baseline function is unclear.
In addition, it is question how the increased and better localized BOLD signal
at 7T affects on brain baseline connection during resting status compared to
those at 3T. Small-scale connectivity research (e.g., within same functional
domain) is relatively rare compared to large-scale connectivity study, possibly
due to low BOLD sensitivity and specificity. In this study, we investigated
source of rsfMRI BOLD (comparing with stimulus-evoked fMRI) and possible
detection of small-scaled connectivity in primary motor cortex by using
high-resolution fMRI at 7T.
Methods
All
MRI was performed with a whole-body 7T and 3T scanner (Siemens Medical Imaging,
Erlangen, Germany) equipped with multi-channel RF coil (1-ch Tx & 8-ch Rx
@7T; 12-ch Rx @3T). All procedures followed the guidelines of approved IRB. Three healthy volunteers were included in
the study.
Functional task: The subject was asked to stay without motion
with eye closed over all fMRI procedure. Localization of
primary motor cortex was performed by functional mapping with right-hand motor
task (20-s
hand-grasping & 10-s resting; 3 times repetition) commanded via a speaker in magnet room. RsfMRI experiment was carried out without
any task for whole brain and also primary motor cortex area, at low- and
high-resolution; ~200 volumes for ~6 min, 3 times repetition. Those
activations of fMRI vs. rsfMRI were compared at 7T vs. 3T and low- vs.
high-resolution.
Functional/anatomy MRI: Localization of primary motor cortex was
performed by functional mapping of right-hand motor task. Imaging orientation
was axial or oblique-tilted axial, respectively for inter-hemispheric and
small-scale within primary motor cortex connectivity study with corresponding
appropriate filed of view. Gradient echo EPI sequence that is sensitive to BOLD
signal was used for all functional studies; TR/TE = 2,000/20(<30 @3T) msec.
Spatial in-plane resolution was 1.6×1.6 mm2 and 2.7×2.7 mm2
for high- and low-resolution EPI image covering two hemispheres, respectively.
Slice thickness was 2 mm for 20 slices. For primary motor cortex
high-resolution functional MRI, 1×1×2 mm3 resolution images were acquired at 7T
only. After
acquisition of functional EPI data, high-resolution anatomy images were
acquired with T1-weighted MPRAGE or T2*-weighted GRE sequence at 0.5×0.5×2 mm3
for primary motor cortex (Fig. 4D) and 2×2×2 mm3 for whole brain, respectively.
Imaging and data analysis: All fMRI data series was co-registered to the first
time point image by affine rigid body transformation. Independent component analysis (ICA) method (FSL,
http://www.fmrib.ox.ac.uk/fsl/) was applied to get the activation maps as well
as the activation time-course. The high-frequency component of fMRI data was filtered
out with cutoff frequency of 0.08 Hz. The activation patterns were compared for
fMRI vs. rsfMRI, 3T vs. 7T, and high vs. low-resolution, with regard to spatial
distribution and functional connectivity.
Results
Activation
patterns of task-evoked fMRI and spontaneous-evoked rsfMRI were well coincident
to each other (Fig. 1).
High-resolution rsfMRI BOLD could detect the activation map in motor cortex
gyrus at 7T (Fig. 2B) but failed at
3T (Fig. 2C). Hemispheric connection
of baseline motor function was well detected in all rsfMRI data, but the
separation of the connectivity between left and right hemisphere was
consistently observed under high-signal BOLD at 7T from all subjects (Fig. 3). However, it was showed that the
signals of fMRI and rsfMRI were dominant in surrounding drain vessels even at
7T (Fig. 4A,B).
Conclusion
RsfMRI BOLD activation source at 7T are dominated
by draining blood vessel artifacts, but located always near the activated grey
mater region. A large-scale connection between two hemispheres can be
decomposed to smaller-scale functional connection by using rsfMRI at 7T. Effect
of draining artifacts and BOLD signal on detectability of small-scale brain
connectivity needs to be further studied.
Acknowledgements
The work was supported
by NIH R21 NS064448-01A1.References
1. Moon et al, Neural
interpretation of blood oxygenation level-dependent fMRI maps at submillimeter
columnar resolution, JNS, 2013 27(26):6892-902.
2. Zhao et al, Cortical layer-dependent BOLD and CBV responses
measured by spin-echo and gradient-echo fMRI: insights into hemodynamic
regulation, NeuroImage, 2007 30(4):1149-60.