Zhongwei Chen1,2, Rong Xue1, Jing An3, Kaibao Sun1,2, Zhentao Zuo1, Peng Zhang1, and Danny JJ Wang4
1State Key Laboratory of Brain and Cognitive Science, Institute of Biophysics, Chinese Academy of Sciences, Beijing, China, People's Republic of, 2Graduate School, University of Chinese Academy of Sciences, Beijing, China, People's Republic of, 3Siemens Shenzhen Magnetic Resonance Ltd, Shenzhen, China, People's Republic of, 4Laboratory of FMRI Technology (LOFT), Department of Neurology, University of California Los Angeles, Los Angeles, CA, United States
Synopsis
Multi-phase
passband steady state free precession (SSFP) cine fMRI can achieve a spatial
resolution of a few mm3 and a temporal sampling rate of 50ms at 7 Tesla
, while maintaining low geometric distortion and signal dropout. In this study,
the feasibility and accuracy of the technique are demonstrated by two visual event-related functional MRI experiments.Purpose
We present
a new cognitive application of a self-developed multi-phase segmented passband balanced
steady state free precession (b-SSFP) cine fMRI technique. Compared to standard
gradient-echo echo-planar imaging (GE-EPI), one unique advantage of multi-phase segmented b-SSFP
fMRI is that it provides an ultra-fast temporal sampling rate on the order of about
10-20Hz. In this study, a self-improved multi-phase passband cine b-SSFP technique
was introduced with a sampling rate of 50 ms per volume and a spatial
resolution of a few mm3, which can be applied to a visual event-related
functional MRI (ER-fMRI).(1,2)
Methods
ER-fMRI
experiments were performed on a 7 Tesla Siemens Magnetom whole-body system (Erlangen, Germany) with
a volume excitation 24-channel receive Nova Medical head coil. ER-fMRI was
performed with a 16 Hz-flashing counter-phased checkerboard (duration 62.5ms)
as tvisual stimuli. In Exp.1, a TTL trigger was
sent to the stimulus computer at the beginning of each trial and the
checkerboard was presented with a time delay of 0, 100, 200 or 300ms (d0,
d100, d200, d300 respectively) relative to the TTL trigger pulse (Fig.1). In Exp. 2, visual stimuli were presented in the left and
right visual field sequentially in each trial, one immediately at the TTL
trigger and the other on the opposite visual field with a delay of 100ms,
200ms, or 300ms (d100, d200, d300 respectively) relative to d0 (Fig.1). Each experiment was carried out
on 9 subjects.
Results
A general linear
model (GLM) was employed to detect the spatial localizations of the initial dip
and subsequent positive hemodynamic response function (HRF). The activation maps
of the positive and negative HRF activations from a representative subject are
plotted in Fig.2a (Family Wise Error
(FWE) corrected t-test, p<0.05). A significant initial dip was detected in
each subject. The averaged and smoothed HRF curve (with
standard deviation) is displayed as percentage signal changes of the subsequent
time series of b-SSFP images for the stimuli without delay relative to the TTL
trigger (d0 condition), as representative, shown in Fig.2b.
In Exp.1, the HRF curves from visual stimulation with four different delays
(d0, d100, d200, d300) relative to the TTL trigger pulse are displayed in Fig. 3a respectively. The BOLD response functions of Exp.2 are shown in Fig.3b, in which the HRFs of 4 stimulus conditions (d0, d100, d200,
d300) are presented. Each condition contained two semi-screen stimuli sequentially
presented in the left and right fields respectively with one of the 4 temporal
delays between them. Fig.3c shows
the average estimated fMRI delay with error bars of standard deviation between
HRFs of each condition in Exp.1 and 2. Repeated measures ANOVA of estimated HRF
delays of fMRI revealed a significant statistical difference across four delay
conditions in Exp.1 (p=0.00006) and Exp.2 (p=0.00009), and the post-hoc test
showed that there were significant differences between each pair of two
conditions (p<0.00001). Repeated measures ANOVA also showed significant
difference in HRF delays between Exp.1 and Exp.2 (p<0.0001).
Discussion
In this study, a new fMRI technique was presented by
combining passband b-SSFP with multiphase cine acquisitions to achieve a
temporal sampling rate of a few tens milliseconds and a spatial resolution of a
few cubic millimeters. The technique inherits the advantages of passband
b-SSFP, such as high SNR efficiency and relatively low magnetic susceptibility
artifacts, and further capitalizes on the unique advantage of b-SSFP for steady
state imaging to allow for a high temporal sampling rate. The resultant HRF
curve provides reliable estimate of the initial dip, and is able to discern a
stimulus delay as short as 100ms. In other words, the multiphase b-SSFP
technique is able to differentiate 100ms, 200ms and 300ms delays of visual
stimulus presentation.
Conclusion
In conclusion, multi-phase b-SSFP offers a promising
approach for high fidelity fMRI with millisecond temporal sampling rate and
millimeter spatial resolution, especially at ultrahigh magnetic fields. With
accelerated imaging speed, the technique may find a range of applications in
cognitive and clinical neuroscience in the future.
Acknowledgements
The work is supported in part by the Ministry of Science
and Technology of China (MOST) grants (2012CB825500), National Nature Science
Foundation of China grant (91132302), Chinese Academy of Sciences Strategic
Priority Research Program B grants (XDB02010001, XDB02050001), and US NIH
grants (R01-EB014922, R01-NS081077).References
(1)Chen Z, et al.
ISMRM. 2014; p4202. ( 2) K L.Miller. FMRI using balanced
steady-state free precession (SSFP). Neuroimaging. 2011;62:713-719.