THI NGOC ANH DINH1 and Seong Gi Kim1
1Department of Biomedical Engineering, Sungkyunkwan University, Center for Neuroscience Imaging Research, Institute for Basic Science (IBS), Suwon-si, Korea, Republic of
Synopsis
Mouse fMRI has been increasingly used in the MRI community. Here, we
developed an awake mouse fMRI protocol and compared BOLD fMRI responses responding
to visual stimulation of 5 Hz and 10 Hz, obtained during awake and anesthetized
conditions. Our 9.4-T BOLD-fMRI showed activities in all visual
areas including LGN, superior colliculus, and V1, and can be
well-explained by electrophysiology literature.
Introduction
Mouse fMRI has been increasingly interested in the MRI community due to
abundant transgenic models and available animal-dedicated MRI scanners and has
been successfully conducted under anesthesia1,2,3. In our fMRI study
(ISMRM 2019, program #362), ketamine/xylazine
mixture (glutamate receptor antagonist) was successfully adopted for visual
stimulation. However, anesthetic agents affect neural activity and hemodynamic
responses, consequently, the choice of anesthesia will make a great impact on
fMRI responses1,2. Therefore, it’s ideal to perform experiments under an awake
condition. Our specific goals are i) to develop an awake mouse fMRI protocol, and
ii) to compare fMRI responses obtained during wakefulness vs. ketamine/xylazine
anesthesia.Methods
Animal Preparation
Fourteen male C57BL/6N mice (8-10 weeks old) were used with approval; seven
for awake fMRI, two for corticosterone measurements during habituation and five
for anesthetized fMRI. MR-compatible head fixation and body restraint apparatus
were designed for minimizing head and body motions. The head fixation (Fig. 1)
was bonded to the dorsal skull after skin removal under ketamine/xylazine
anesthesia. After 7-day recovery, mice were habituated for 10 days: 7 days in
the mock scanner with 110–120dB EPI sound and 3 remaining days in the 9.4T
scanner. Seven mice were performed for 2-hour fMRI scanning in wakefulness. In
another two mice, 40µl tail vein blood was collected from each mouse at 4 days
before, immediately after the 1st day, 5th day and 10th
day of habituation. For anesthetized fMRI, ketamine/xylazine3 was
used.
Functional Imaging
Data Acquisition
fMRI was conducted on 9.4T/30cm Bruker scanner using single-shot GE-EPI
sequence with TR/TE=1000/20ms, flip-angle=50°, spatial resolution=156×156×500μm3,
and 9 coronal contiguous slices without gap. For visual stimulation, two 0.5mm
diameter optic fibers were placed bilaterally 2cm away from both eyes of the animal,
and connected to white cold LED driver (Thorlabs DC2000). Stimulus parameters
were illuminance of ~10lux, pulse duration of 10ms, and two different
frequencies of 5Hz and 10Hz. Each fMRI trial consisted of 30s offs–10s on–40s off–10s
on–30s off (Fig. 1). Six to eight trials were obtained for each frequency.
Data Analysis
Data were processed with Matlab and AFNI. Frame-wise
displacement (FD) was calculated to evaluate animal motions before
preprocessing. If the FD value exceeded the threshold of 1 voxel size or changed
synchronously with the stimulus period, the trial was excluded from further analysis.
The preprocessing included slice timing correction, motion correction, temporal
detrending, temporal normalization from baseline and trial averaging. Then data
were normalized to an EPI template, standard GLM analysis was applied to
identify significant BOLD responses. Regions of interest (ROI) were defined on
EPI images based on Allen Mouse Brain Atlas (Fig. 1), which were the dorsal
lateral geniculate nucleus (LGd), superior colliculus (SCs), lateral posterior
nucleus of the thalamus (LP), primary visual cortex (V1), and higher-order visual
area (V2). The group activation maps were generated using a one-sample t-test with
0.2mm FWHM Gaussian kernel spatial smoothing (p<0.05; FWE corrected).Results
Since awake fMRI induces stress, habituation
is critical for reducing stress. Corticosterone levels were ~10ng/ml before
started, 30ng/ml on the 5th day and 15ng/ml after the 10th day
of habituation (n=2), suggesting the stress level is reduced by habituation,
but still modest. Among seven mice, one was excluded because of large motion.
77% of trials (65/84 total trials in 6 animals) passed the motion criteria. Fig.
2A shows the group-level BOLD-fMRI activation maps of 5Hz stimulus for awake
and anesthetized mice. Most ROIs (Fig. 1) were robustly activated in both
conditions except V1. Time courses from ROIs show detailed temporal characteristics
(Fig. 2B). LGd, LP, and SCs for both conditions had similar responses. Unlike
the anesthetized, the
response in V1 for the wakefulness increased sharply, followed by a quick
decay, leading to negative BOLD change during the stimulation period. When
stimulus frequency increased to 10Hz (Fig. 2C), activities in awake mice were
increased in subcortical areas compared to the anesthetized, but fully
suppressed in cortical areas. This observation in V1 is quite
unexpected. BOLD time courses of all ROIs were normalized to compare dynamic
response between two conditions (Fig. 3). The peak response of awake mice was
apparently 1–3s earlier in all regions compared to the anesthetized (Fig. 3).Discussion & Conclusion
We have successfully developed an awake fMRI protocol by designing the restraint
apparatus and habituation steps. For both awake and anesthetized conditions, BOLD-fMRI
activities were observed in all visual pathway-related areas. The
most interesting observation is V1 activity; under anesthesia, the BOLD
activity is prolonged and spreads a larger area, while the awake BOLD response is
biphasic/negative. This observation can be explained by electrophysical studies4,5.
During wakefulness, inhibition is much stronger than excitation and has
extremely broad spatial selectivity, resulting in a brief and spatially selective
BOLD response. Under the wakefulness, the temporal frequency tuning of LGd, LP and
SCs were shifted toward higher frequency, while V1 had no significant
differences. Since our fMRI observations concur with the published
electrophysiology data4,5,6,7,8, our awake fMRI system is
well-acceptable for neuroscience research. Based on this preliminary result,
further studies will be conducted with the awake mouse model for filling the
gap between macroscopic fMRI and microscopic electrophysiology studies.Acknowledgements
This work was supported by IBS-R015-D1.References
- Schlegel F,
Schroeter A, Rudin M. The hemodynamic response to somatosensory stimulation in
mice depends on the anesthetic used: implications on analysis of mouse fMRI
data. Neuroimage. 2015 Aug 1; 116:40-9.
- Petrinovic MM,
Hankov G, Schroeter A, Bruns A, Rudin M, Von Kienlin M, Künnecke B, Mueggler T.
A novel anesthesia regime enables neurofunctional studies and imaging genetics
across mouse strains. Scientific reports. 2016 Apr 15; 6:24523.
- Shim HJ, Jung
WB, Schlegel F, Lee J, Kim S, Lee J, Kim SG. Mouse fMRI under ketamine and
xylazine anesthesia: Robust contralateral somatosensory cortex activation in
response to forepaw stimulation. Neuroimage. 2018 Aug 15; 177:30-44.
- Haider B,
Häusser M, Carandini M. Inhibition dominates sensory responses in the awake
cortex. Nature. 2013 Jan;493(7430):97.
- Vaiceliunaite A,
Erisken S, Franzen F, Katzner S, Busse L. Spatial integration in mouse primary
visual cortex. Journal of neurophysiology. 2013 May 29;110(4):964-72
- Durand S, Iyer
R, Mizuseki K, de Vries S, Mihalas S, Reid RC. A comparison of visual response
properties in the lateral geniculate nucleus and primary visual cortex of awake
and anesthetized mice. Journal of Neuroscience. 2016 Nov 30;36(48):12144-56.
- De Franceschi G,
Solomon SG. Visual response properties of neurons in the superficial layers of
the superior colliculus of awake mouse. The Journal of physiology. 2018
Dec;596(24):6307-32.
- Gao YR, Ma Y,
Zhang Q, Winder AT, Liang Z, Antinori L, Drew PJ, Zhang N. Time to wake up:
Studying neurovascular coupling and brain-wide circuit function in the
un-anesthetized animal. Neuroimage. 2017 Jun 1; 153:382-98.