Chuanjun Tong1, Yijuan Zou1, Ying Xia1, Weishuai Li1, and Zhifeng Liang1
1Center for Excellence in Brain Science and Intelligence Technology (Institute of Neuroscience), CAS, Shanghai, China
Synopsis
Keywords: Task/Intervention Based fMRI, fMRI, neurovascular coupling
Motivation: Previous study found brain-state dependent astrocytic calcium signals are related to positive and negative BOLD-fMRI signals. However, causal evidences regarding the contribution of astrocytes to BOLD signals is lacking.
Goal(s): We aimed to provide causal evidences for the bidirectional contribution of astrocytic calcium activity on BOLD-fMRI signals.
Approach: We applied simultaneous calcium imaging and awake mouse fMRI to detect distinct astrocytic signals (task-aligned vs. spontaneous) coupled to BOLD signals in three conditions, including no manipulation, activation and inhibition of S1BF astrocytes.
Results: We found whisker stimulation-evoked astrocyte activity mainly contributes to positive BOLD signals, while state-specific astrocyte activity contributes to negative BOLD signals.
Impact: We provide casual evidences that astrocytes
bidirectionally regulated BOLD signals. Moreover, our results challenge the prevailing
interpretation of the BOLD signal solely as an indicator of neuronal activity
by highlighting the impact of arousal-specific involvement of astrocytes in
neurovascular coupling.
Introduction
Astrocytes play important roles in the regulation of BOLD signals through
the neurovascular coupling1–3. Recently, Wang et al.4
reported that sensory stimulation evoked astrocytic calcium signals were
correlated with positive BOLD signals, while state-specific astrocytic calcium
signals were correlated with negative BOLD signal in anesthetized rats. However,
the causal evidence regarding the contribution of astrocytic calcium activity
to the BOLD signal is lacking. In this study, we combined (1) awake mice fMRI
with neuronal and astrocytic calcium recording, (2) astrocytic manipulation and
(3) video monitoring of behavioral states to elucidate the mechanism of the bidirectional
contributions on BOLD responses from stimulus-evoked and state-specific astrocytic
calcium signals.Methods
Seven mice were used in each awake mouse
fMRI experiment. The
viruses used for labeling S1BF neuronal, astrocytic signal or
activation/inhibition of the S1BF astrocytes were shown in Main Figures
(Fig.1-4), respectively. Optical fiber and head holder implantation were
performed one week after virus injection. The spectrally resolved fiber
photometry system was shown in Fig. 1, which was used for recording
fluorescence signals during the fMRI scanning.
All MRI data were collected using multiband
EPI sequence with following parameters: TR=750 ms, TE=15 ms, flip angle=46.8°, bandwidth=300 kHz,
field of view=15×10.5 mm2, matrix size=100×70, slice thickness=0.48
mm, 1200 volumes per scan, and 38 axial slices per volume. A
T2-weighted structural image was acquired for co-registration with following
parameters: TR=3400 ms, TE=33 ms, field of view=16×16 mm2, matrix
size=256×256, slice thickness=0.5 mm, 30 axial slices, RARE factor=8, and
number of averages=2. Each
simultaneous fiber photometry and fMRI session included 5 or 8 EPI scans with
whisker stimulations and the same number of EPI scans in resting state. In addition,
two custom-made MR-compatible video cameras (25 fps) was placed inside the bore
to record the mouse spontaneous behaviors.
After basic preprocessing procedures of
fMRI data, including rigid-body and nonlinear spatial coregistration and 0.4-mm
spatial smoothing, the BOLD signals were further regressed by “6 rp+6 Δrp+10
PCs” nuisance signals to minimize the effects of scanner drift, motion and
other non-neural physiological noises adopted from our previous study5, in
which “6 rp+6 Δrp” nuisance signals represented 6 head motion parameters and
their 1st order first derivatives, and “10 PCs” were the first 10
principal components from the BOLD signals of non-brain tissue, e.g., the
muscles.Results
Fig. 1 showed
the timeline of simultaneous fiber photometry and fMRI in awake mice. Gradient air
pressure test showed that 16-psi whisker stimulation was sufficient to evoke
robust S1BF neural and astrocytic activation (Fig. 1D-E). Combined with spontaneous
behavioral monitoring by MR-compatible cameras during fMRI scanning
(Fig. 2), we found whisker stimulation accompanied with body movement caused
larger astrocytic calcium signal compared with whisker stimulation only (Fig.
2D-E). Such larger astrocytic calcium signal coupled to delayed negative BOLD
response (Fig. 2E-F).
Thus, we hypothesized that stimulation evoked astrocytic
calcium signals contribute to positive BOLD response, while spontaneous state-specific
astrocytic calcium signals contribute to negative BOLD response (Fig. 3).
To validate our hypotheses, we firstly examined how the calcium elevation
in S1BF astrocytes contributes to BOLD signals by elevating astrocyte calcium
with a chemogenetic method, i.e., GfaABC1D-hM3Dq + clozapine (Fig. 4). We found
whisker stimulation evoked higher astrocytic and positive BOLD responses in the
task-aligned condition. However, in the concurrent (task-aligned and
spontaneous) condition, whisker stimulation evoked more apparent increases of ipsilateral
neuronal, astrocytic responses by chemogenetic activation of S1BF astrocytes,
but no significant increases of ipsilateral positive BOLD signals (Fig. 4C). In
the resting state, higher spontaneous astrocytic signal fluctuations induced higher ipsilateral
neuronal responses but lower ipsilateral BOLD signal dynamics for both positive
and delayed negative ones (Fig. 4D).
Moreover, we performed a loss-of-function
experiment by selectively suppressing calcium elevation in S1BF astrocytes
using the IP3R2flox mice. Injection of GfaABC1D-Cre into the S1BF of
the IP3R2flox mice suppressed astrocyte calcium transients and then we found whisker stimulation evoked lower astrocytic and BOLD responses in both
task-aligned only and concurrent conditions (Fig. 5B). In the resting state, inhibition
of S1BF astrocytes reduced the amplitude of ipsilateral spontaneous BOLD signal
dynamics (Fig. 5C).Conclusion
In this study, we revealed the coupling between evoked
and state-dependent astrocyte calcium signal to positive and negative BOLD signal respectively,
and provided causal evidences through the activation and inhibition of S1BF astrocytic
signals. These results demonstrated that evoked astrocyte calcium mainly
contributes to positive BOLD signal and state-specific astrocyte calcium
contributes to negative BOLD signal. Our results made great sense on
understanding astrocytes serve distinct roles in directly sensing neuronal
activity and feedback to arousal transients through different neurovascular
coupling process.
Acknowledgements
This work was supported by the National
Science and Technology Innovation 2030 Major Program (2021ZD0200100 to ZL),
Strategic Priority Research Program of Chinese Academy of Sciences
(XDBS01030100 to ZL), Pioneer Hundreds of Talents Program from the Chinese
Academy of Sciences (to ZL), Shanghai Municipal Science and Technology Major
Project (2018SHZDZX05 to ZL), the National Natural
Science Foundation of China (82171899 to ZL), Lingang
Laboratory (LG202104-02-06 to ZL), Postdoctoral Innovative
Talents Support Program (BX20230383 to CT).References
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