Won Beom Jung1,2, Soowon Lee3, Geun Ho Im1, Taeyi You1, Eunjoon Kim4,5, and Seong-Gi Kim1,6
1Center for Neuroscience Imaging Research (CNIR), Institute for Basic Science (IBS), Suwon, Korea, Republic of, 2Medical Imaging AI Research Center, Canon Medical Systems Korea, Seoul, Korea, Republic of, 3Graduate School of Medical Science and Engineering,, Korea Advanced Institute of Science and Technology (KAIST), Daejeon, Korea, Republic of, 4Department of Biological Sciences, Korea Advanced Institute for Science and Technology (KAIST), Daejeon, Korea, Republic of, 5Center for Synaptic Brain Dysfunctions, Institute for Basic Science (IBS), Daejeon, Korea, Republic of, 6Department of Biomedical Engineering, Sungkyunkwan University, Suwon, Korea, Republic of
Synopsis
Keywords: fMRI (task based), Animals
The fMRI mapping with
selective modulation of local neural population at the manipulated region is a
powerful approach that can causally link circuit-specific interactions to behavioral
performance. However, most fMRI studies combined with chemogenetics were conducted
in the resting state, which is difficult to elucidate whether and how
differences in functional activity by neuromodulation induce behavioral
changes. Here, we demonstrated the effects of fMRI-guided focal chemogenetic
modulation on both somatosensory-evoked network and its relevant behaviors in
mice.
Purpose
Concurrent cell
type/circuit-specific modulations and fMRI in animals can provide valuable
insights into understanding the causal relationships between neuronal activity
and brain-wide network. The neural modulation can be achieved via optogenetics1
and chemogenetics2. These strategies are employed to light-sensitive
ion channels or designer receptors exclusively by designer drugs (DREADDs),
respectively. fMRI combined with optogenetics typically required chronic
intracranial fiber implants to deliver light pulses, which can often cause
image artifacts of distortion and signal drops in fMRI studies3.
Alternatively, chemogenetics offers the advantage of not requiring fiber
implants, and enabling sustained neural modulation with a single drug
administration. Most chemogenetic fMRI studies were conducted at rest4,5.
However, since resting-state fMRI does not measure functional afferent/efferent
circuit processes6, it is difficult to reflect how differences in functional
activity due to neuromodulation induce behavioral changes. Therefore, we investigated the effects
of fMRI-guided chemogenetic modulation on both somatosensory-evoked network and
its relevant behaviors in mice.Materials & Methods
To
causally link brain-wide networks to behavioral performance, three different
studies were designed: 1) fMRI-guided detection on aberrant somatosensory circuit,
2) sensory-evoked fMRI combined with chemogenetic silencing in the aberrant
functional region, and 3) behavior tests.
All
BOLD-fMRI experiments were performed on 15.2T using single-shot GE-EPI sequence
(TR/TE=1000/11.5ms, spatial resolution=132×132×500μm3) under dexmedetomidine-isoflurane anesthesia7. Sensory-sensitized
transgenic mice (HT) with autism
spectrum disorder (ASD)-risk C456Y heterozygous mutation in the Grin2b gene8 and naïve C57BL/6 mice (WT) were used.
First,
we asked which brain regions exhibit abnormal functional activity in HT mice
(n=11) compared to WT controls (n=10). For somatosensory activation, the right whisker-pad
was electrically stimulated with current intensity of 0.9-mA, pulse width of
0.5-ms, and frequency of 4-Hz. Functional trial consisted of a 30-s
prestimulus, 20-s stimulus, 30-s interstimulus, 20-s stimulus, and 30-s post
stimulus period, and 15 fMRI trials were obtained for signal averaging (Fig.1A).
Next,
we investigated whether functional normalization or rescue in HT mice using chemogenetic
modulation of the aberrant
brain region could be observed in somatosensory-evoked fMRI. To inhibit the
excitatory neuronal activity, AAV-CaMKIIα-hM4D(Gi)-mCherry (DREAD virus, ≥ 8.6×1012vg/mL) were injected into
the relevant brain region determined from the fMRI-guided experiments. Three-four
weeks after the DREAD virus injection, somatosensory-evoked fMRI was repeated before
and after 10-mins of clozapine-n-oxide (CNO, 5mg/kg, n=11 each group) or dimethyl
sulfoxide (DMSO, as control for CNO) injection intraperitoneally (Fig.2A).
Finally, to
examine whether fMRI findings directly reflect the somatosensory behaviors,
three different behavioral tests were performed; Von Frey Test (VFT), thermal
place preference test (TPT), and electric foot shock test (EFS) respectively to
the evaluate mechanical thresholds for somatosensory stimuli, degrees of thermal
place avoidance response, and freezing responses to electrical stimuli.
To estimate the regional specificity of
sensory-evoked BOLD changes, fMRI data were spatially normalized onto the mouse
brain atlas space9. Time-series data were extracted based on the
somatosensory-related ROIs10 (Fig.1B.i) and then the signal changes
over the stimulus duration were averaged.Results
Animal-wise averaged fMRI maps (Fig.1B.ii-iii) and
ROI-based fMRI signals (Fig.1C) show that stimulation
of the whisker-pad showed stable positive response in the somatosensory
pathway, whereas hyperactive fMRI responses were clearly observed in four
regions including ACC, PAG, ipsilateral S1, and M1 in sensory-sensitized HT
mice (Fig.1D). Among them, ACC
was found to be the most aberrant region determined by a minimum redundancy
maximum relevance (MRMR)-based feature selection (Fig.1E).
With this fMRI-guided regional detection, somatosensory-evoked fMRI was
combined with chemogenetic silencing of ACC (Fig.2A). Before CNO injection, the
hyperactive regions including ACC were reproducibly observed in HT mice
(Fig.2B.i-ii and 2D.i). However, after ACC silencing, HT mice showed a
significant DREADD-mediated normalization of fMRI activities within the somatosensory
circuit, similar to those levels of WT mice (Fig.2B.iii-iv, 2C, and 2D.ii). We
did not observe the similar effects with DMSO injection, confirming that the normalization
of fMRI response was well driven by DREADD treatment (Fig.2E).
In the behavioral tests (Fig.3), most somatosensory performances
including mechanical thresholds for stimuli (VFT) and freezing responses to
electrical stimuli (EFS) were significantly returned to a normal level during
chemogenetic silencing of ACC in HT mice. The degree of thermal place avoidance
response (TPT) was not significant, but slightly changed.
These two independent
experiments, fMRI mapping and behavioral tests, indicate that functional
circuit-evoked fMRI combined with chemogenetics can measure the behavior-modulating
network changes. Discussion & Conclusion
We
examined the effects of chemogenetic circuit-specific silencing on the
hyperactivities of the somatosensory network and relevant behaviors using
ASD-risk mutant HT mice. The ACC, known for vast top-down modulatory function10,
was determined as a potential hub involved in the hyperactivities in the genetic
model. Chemogenetic inhibition of ACC lead to normalization of the responses in
both somatosensory fMRI and behavior experiments in HT mice. Sensory fMRI with
chemogenetic manipulation is a valuable tool for monitoring the modulation of
aberrant brain networks leading to change the behavioral performance. The main
benefit of the tonic activation of DREADD receptors via chemogenetics over
optogenetics is to perform prolonged inactivation of ACC, which circumvents the
need for optic fiber placement and possible heating issues11.
Therefore, our findings underscore the potential utility of task-fMRI-guided
chemogenetic approaches to observe changes in the functional network directly
linking to behaviors and furthermore to facilitate translatable manipulation
for disease treatment.Acknowledgements
This work was supported by IBS-R015-D1.
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