Wen-Ju Pan1, Lauren Daley1, Harrison Watters1, Lisa Meyer-Baese1, and Shella Keilholz1
1Emory University/Georgia Institute of Technology, Atlanta, GA, United States
Synopsis
Keywords: fMRI Acquisition, fMRI
Motivation: To identify the best sequence for future multimodal studies, the simultaneous fMRI and cortical optical imaging in mice were used for evaluation of consistency of neuronal activation with EPI or ZTE scans.
Goal(s): The goal of this work is to establish a general framework for simultaneous fMRI and wide-field optical imaging.
Approach: ZTE and EPI were evaluated during sensory stimulation and at rest with simultaneously wide field optical imaging.
Results: High quality images were obtained from 7 mice, 4 with calcium indicators and three with voltage indicators. The localized neuronal activations at cortex have great consistency with both EPI and ZTE scans.
Impact: The validation opens a pathway for further imaging cell-specific fluorescence activities. The integration of these
two complementary neuroimaging modalities opens a broad range of future
applications for systems level neuroscience and preclinical studies of pathological
brain function.
INTRODUCTION
Functional MRI is most commonly based on detection of the
BOLD signal using echo-planar imaging (EPI). Recently, distortion-free zero echo
time sequences, such as MBSWIFT or ZTE, have been introduced and successfully
applied to obtain functional contrast1,2. Both types of fMRI signal reflect
some aspect of the hemodynamic response to activity, making them difficult to
interpret. Optical fluorescence imaging, in contrast, can capture signals
directly related to neuronal activity and can provide important insight into how
different types of activity are reflected by hemodynamics. We have optimized
important aspects of these multimodal studies, including the cranial window
method for optical access, surface coil, rodent cradle and MRI-comparable
optical system3,4. The main goal of the current
stage of this work is to validate our approach and establish a general
framework that allows concurrent wide-field cortical neuronal activities
recorded during a whole-brain fMRI study.METHODS
Seven mice were used in the simultaneous fMRI and optical
imaging setup, including 4 with neuronal calcium fluorescence (GCaMP6f) and 3 with
neuronal voltage indicators (2 VSFPB and 1 JEDI). The cranial window for
optical imaging was created weeks prior to imaging and the mice were recovered
completely4.
EPI and ZTE fMRI:
All mice were imaged on the recently upgraded Bruker-BioSpin 9.4T scanner with AVANCE
NEO console and Paravision360v3.4. EPI
and ZTE were set to the same spatial resolution of ~ 345um isotropic voxels with
whole brain coverage and temporal sampling rate of 2s per brain volume scan. The
FOV saturation pulses were applied at the brain sides for minimizing non-brain
signal pickup. Single-shot gradient echo EPI: TR=2000ms/TE=15ms for 18 axial
slices. ZTE: TR: 0.673ms, flip angle 3.7°, bandwidth 187.5kHz,
oversampling 4, matrix size 72×72×72, field-of-view 25×25×25 mm3, polar
under sampling factor 5.64, and number of projections 2460. The 10min scan
sessions were conducted alternating between ZTE and EPI for right forepaw
electric stimulation (10 cycles of 20s on with 3.85Hz 1ms 0.5mA and 40 off),
interleaved with 10min resting state scans under 1% isoflurane. The 2D-TOF
angiography were conducted to image cortical vessel structure for registration
with optical images. The ECG, respiration pillow signals and temperature
signals were sampled every 10ms and recorded during each fMRI session. A slim
and curved surface coil with compact match/tuning circuits was customized to
fit the implanted window piece, allowing closely positioning to the mice head for
sensitivity3.
Optical imaging: The
optical imaging system was designed to fit inside the magnet with a long tube
lens4, shown in figure 1., slightly
different from the recent pioneering work5. The wavelength was 466/40nm
for fluorescence excitation, and the emitted 525/50nm were detected in a camera
at 50Hz in 16bit with image matrix 110×110. Meanwhile, the green light
pulses were illuminated alternatively at 50Hz and the reflection signals were
detected with the same camera. In addition, NIR illuminated the cortex and
detected by another camera at 50Hz over a beam split.
Data analysis: Both
fMRI and optical data were preprocessed and registered to Allen atlas with a
strategy of tissue boundary landmarks6. The green reflection light was
used for both imaging total hemoglobin absorption of CVB signals and regression
of fluorescence to minimize the influence of hemoglobin absorption and purify
neuronal calcium or voltage signal detection. The block designs were convolved
with the hemodynamic response function and correlated with the fMRI time
courses to detect a stimulation response. RESULTS
Five of the 7 animals were evaluated in this initial
analysis. As a demonstrated in figure 2, the forelimb area of the contralateral
hemisphere was primarily activated by forepaw stimulation in both methods of
fMRI. Some negative responses in other somatosensory areas, including the mouth
area, nose area and part of barrel cortex were detected by both EPI and ZTE.
Further analysis are continuing to allow us
to take advantage of both whole brain fMRI studies and neuronal genetic
fluorescence indicators.DISCUSSION/CONCLUSION
Relative to EPI-based fMRI, ZTE-fMRI has great advantages for whole brain
coverage without signal dropout/distortion. The extrinsic neuronal calcium or membrane voltage
sensors in optical fluorescence may provide a great opportunity to image a
specific neuronal activities. However, the green fluorescent signals may be
largely modulated by hemoglobin absorption when the slow frequencies of primary
interest for fMRI are examined. The setup with simultaneous same-wavelength
reflection light may be helpful to regress out both slow hemodynamics and
shared physiological variation, i.e. breath/cardiac pulses.
The integration of these two complementary neuroimaging
modalities opens a broad range of future applications for systems level
neuroscience and preclinical studies of pathological brain function.Acknowledgements
This work was supported by NIH grants: r01mh111416, r01ns078095, and
r01eb029857.References
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