Jiayue Cherry Cao1, Kun-Han Lu2, Robert Phillips3, Terry L. Powley1,3, and Zhongming Liu1,2
1Biomedical Engineering, Purdue University, West Lafayette, IN, United States, 2Electrical and Computer Engineering, Purdue University, West Lafayette, IN, United States, 3Psychological Science, Purdue University, West Lafayette, IN, United States
Synopsis
Blood oxygen level dependent (BOLD) fMRI reports
brain activity by measuring the vascular response to neural activity mediated
through neurovascular coupling. Theoretical modeling of neurovascular coupling
suggests its effect as a low-pass filter that cuts off at <0.2Hz. However, recent
evidence suggests that BOLD fluctuations may also contain high frequency
components. From a different perspective to address the origin of
high-frequency BOLD signals in the rat brain, we examined the BOLD and local
field potential (LFP) responses to visceral stimulation (electrical stimulation
of the stomach or the vagus nerve), in comparison with the corresponding
responses to commonly used sensory stimulation, such as forepaw stimulation. We report herein that
visceral (forestomach and vagal nerve) stimulation can induce high-frequency
(up to 0.8Hz) BOLD responses. The neuronal origins of such responses are
different from those underlying the responses to forepaw stimulation, and
likely modulate hemodynamic fluctuations through a more rapid mechanism of
vascular control.
Purpose
Blood
oxygen level dependent (BOLD) fMRI reports brain activity by measuring the
vascular response to neural activity mediated through neurovascular coupling. Theoretical
modeling of neurovascular coupling suggests its effect as a low-pass filter
that cuts off at <0.2Hz. Therefore, the BOLD signal is widely assumed to be
too slow to follow any faster fluctuation in neural activity. In contrast, a recent
study has shown that high-field fMRI may detect fast but small BOLD signals
capable of following neural responses to visual stimuli oscillating at up to
0.75Hz [1]. However, such findings have rarely been observed or replicated,
despite numerous studies with similar sensory-stimulation paradigms. From a
different perspective to address the origin of high-frequency BOLD signals in
the rat brain, we examined the BOLD and local field potential (LFP) responses
to visceral stimulation (electrical stimulation of the stomach or the vagus
nerve), in comparison with the corresponding responses to sensory (forepaw)
stimulation. We asked whether the BOLD signal could follow neural activity
given visceral versus forepaw stimuli that were modulated at relatively higher frequencies
ranging from 0.05 to 0.8Hz.Method
Six animals were recorded with fMRI or LFP while
receiving electrical stimulation at the forestomach (n=5), the vagus nerve
(n=1), and/or the forepaw (n=1). Animals were surgically implanted a patch or
cuff electrode for forestomach stimulation or vagus nerve stimulation (VNS). FMRI
data were acquired with a 2-D single-shot gradient-echo echo-planar imaging
sequence (EPI, 0.5s repetition time, 15ms echo time, 41.8° flip angle, 0.6×0.6×1
mm3 voxel size) in a 7-tesla small-animal MRI system (BioSpec 70/30,
Bruker), while the animals were anesthetized with continuous dexmedetomidine
(SC-infusion, 0.015 mg/Kg/h) and isoflurane (0.1-0.5% mixed in O2). During
fMRI, electrical current stimulation was delivered to various targets with a
30s (or 40s) ON/OFF block-design paradigm; in each ON block, a pulse train was delivered
periodically to effectively modulate the stimuli at 0.05, 0.2, 0.4, or 0.8Hz. Separately
from MRI, LFP was recorded from the right forelimb region of the primary
somatosensory cortexregion (S1FL) of one animal with a 32-channel electrode (NeuroNexus) connected to a broadband amplifier (Tucker-Davis
Technologies) with a 25kHz sampling rate. After the standard preprocessing, the
fMRI data were analyzed with spatially independent component analysis (ICA) to
denoise the data and yield functional networks. This allowed us to examine the
fMRI responses to visceral or somatosensory stimuli in the levels of voxels,
regions, and networks. After skipping the transient stimulation artifacts, the LFP
data were analyzed to obtain the spectrogram that expressed the signal power as
a function of time (0.5s increments) and frequency (1.49Hz increments).Results
When the forestomach was stimulated with bursts
of current-pulse stimuli that repeated in 1s-ON-1.5s-OFF cycles, we observed
0.4Hz BOLD fluctuations phase-locked to every burst of pulses at the
retrosplenial cortex (Fig. 1A), as
well as the parabranchial nucleus, hypothalamus, somatosensory cortex, and
striatum (Fig. 1B). Surprisingly, such
high-frequency BOLD responses at S1FL (the major cortical region corresponding
to the forepaw stimulation) were more observable with forestomach stimulation
than with forepaw stimulation when both were modulated at 0.4Hz (Fig. 2). Accompanying this difference
in the BOLD response, the LFP response at S1FL was observed for every pulse in
a train of forepaw stimuli, but only for the first pulse in a train of
forestomach stimuli. In addition to the forestomach stimulation, high-frequency
(up to 0.8Hz) BOLD responses were also observed during VNS in the ventral
brainstem, as well as the parabranchial nucleus, retrosplenial cortex and
somatosensory cortex (Fig. 3).Conclusion
Here we report, for the first time, that
visceral (forestomach and vagal nerve) stimulation can induce high-frequency (up
to 0.8Hz) BOLD responses. The neuronal origins of such responses are different
from those underlying the responses to somatosensory stimulation, and likely modulate
hemodynamic fluctuations through a more rapid mechanism of vascular control.Acknowledgements
This study was funded by National
Institutes of Health’s SPARC - Stimulating Peripheral Activity to Relieve
Conditions - program (OT2OD023847).References
[1]
Laura D. Lewis, et al., “Fast fMRI can detect oscillatory neural activity in
humans.” PNAS 113(43), E6679–E6685, (2016).