Christin Y. Sander1, John Arsenault1,2, Bruce R Rosen1, Wim Vanduffel1,2, and Joseph B Mandeville1
1Athinoula A. Martinos Center for Biomedical Imaging, Department of Radiology, Massachusetts General Hospital, Harvard Medical School, Charlestown, MA, United States, 2Laboratory of Neuro- and Psychophysiology, Katholieke Universiteit, Leuven, Belgium
Synopsis
In this study, deep
brain stimulation with chronically implanted electrodes in the unilateral
ventral tegmental area of a monkey was performed. The purpose was to determine
stimulation paradigms for a range of inter-stimulation intervals that would
enable the simultaneous observation of brain activity using fMRI and endogenous
dopamine release using [11C]raclopride-PET. While long inter-stimulation
intervals produced a unilateral focal CBV response in the striatum but no
change in [11C]raclopride binding, short intervals produced a more widespread
CBV response and displacement of [11C]raclopride. This study shows the effect
of stimulation parameters on brain activity, neurotransmitter release and its limits
of detectability.
Introduction
Deep
brain stimulation (DBS) along the mesocorticolimbic system is an emerging
therapy for neuropsychiatric disorders, such as addiction, schizophrenia or
ADHD and can modulate reinforcement learning and motivation1. The
neurotransmitter dopamine plays an equally important role in these disorders and
is a major driving factor of the functions of the mesolimbic system. Recently,
it has been reported that DBS evoked fMRI responses are insensitive to
stimulation frequencies in rodents2. However, other stimulation
parameters and their relationship to brain activity or neurotransmitter release
are not well understood and are challenging to measure non-invasively in vivo. The
goal of this study was to investigate the effect of inter-stimulation intervals
on brain activity, using fMRI, and simultaneously evaluate its dopaminergic
signature, using receptor-specific PET imaging of the D2/D3 receptor system.
Methods
A female baboon with a
chronic microstimulation implant in the right ventral tegmental area (VTA) was scanned
under anesthesia (1.5% isoflurane) in 14 sessions on a human-sized integrated
3T PET/MR system with both fMRI and PET data acquired continuously during the
session. Stimulation was applied through a constant current of 1 mA at two microwires
(out of a bundle of 23 microwires) at a frequency of 100 Hz, in pulse trains of
200 ms of stimulation duration (=20 pulses) at a time. Stimulation trains were
repeated every 1 to 32 seconds over a period of 5 to 20 minutes. Before
stimulation, the D2/D3 receptor-specific radiotracer [11C]raclopride
was administered as a bolus plus infusion until steady state was reached at
30-40 min. Ferumoxytol was used as a contrast agent to increase fMRI detection
power and gradient-echo EPI data were acquired continuosly during the PET
acquisition. fMRI data were analyzed with the GLM and converted into cerebral
blood volume (CBV) changes3. PET data were analyzed with a 2-tisse
tissue kinetic model, cerebellum as the reference region and a time-dependent
binding term. Binding potential (BPND)
was used as the outcome measure, from which occupancy was calculated.Results
fMRI data
from all stimulation sessions showed robust positive responses in CBV in the
right (implanted) hemisphere, with largest CBV responses recorded in nucleus
accumbens and caudate on the right side (Figure 1A-B). Inter-stimulation
intervals between 8 and 32 seconds showed focal CBV responses in the nucleus
accumbens and caudate in both single session and group analyses. Short inter-stimulation
intervals of 1 and 2 seconds showed distributed activation with large CBV
changes in right caudate (4.5%), nucleus accumbens (3.3%), putamen (2.8%),
thalamus (2.4%) and prefrontal cortex. Whereas the right caudate showed the
largest CBV increase with shorter inter-stimulation intervals, the right nucleus
accumbens showed the largest CBV response of 4.5% at 16 seconds inter-stimulation
intervals in a U-shaped response (Figure 2). For the 8 to 32 second inter-stimulation
intervals, corresponding PET data showed decreases <10% in baseline BPND in subregions of the striatum,
which were not significant in group analyses (Figure 1C). For the 1 to 2 second
inter-stimulation intervals applied four times in one session, a 1.3 absolute
change in BPND was
observed, equivalent to 35% occupancy, during stimulation periods in the right
caudate, corresponding to the area with largest fMRI activation (Figure 1D). Two
other PET datasets with short inter-stimulation intervals had to be excluded due
to motion artifacts during stimulation periods.Discussion
This study shows that the
interval between repeated microstimulation can affect not only the magnitude
but also the spatial distribution of fMRI. While shorter inter-stimulation
intervals show a more distributed fMRI pattern with the largest response in
caudate, longer inter-stimulation intervals show a more focal pattern with the
largest response in nucleus accumbens. Using [11C]raclopride-PET, changes
in specific binding that are larger than normal test-retest variability were
only detected with inter-stimulation intervals of 1-2 seconds, not with longer inter-stimulation
intervals. Literature results from cyclic voltammetry show that a
stimulation-evoked dopamine response lasts for a duration of approximately 2
seconds. Since our PET images have time bins of 1 minute, the longer inter-stimulation
interval may be too short to give a reliable signal change in PET due to temporal
averaging within PET time bins. While [11C]raclopride has good
sensitivity for the putamen and caudate, it only exhibits about half the
specific binding in the nucleus accumbens due to its moderate affinity. Hence,
the larger signal changes observed in the caudate may facilitate the
detectability of dopaminergic release with [11C]raclopride.Acknowledgements
This work was supported by the MGH ECOR Fund for Medical
Discovery and NIH grants R90DA023427, P41EB015896, S10RR026666, S10RR022976,
S10RR019933 and S10RR017208.
References
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JT et al. Role of the Primate Ventral Tegmental Area in Reinforcement and
Motivation. Current Biology 2014, 24(12),
1347–1353. 2. Albaugh DL et al.
Functional Magnetic Resonance Imaging of Electrical and Optogenetic Deep Brain
Stimulation at the Rat Nucleus Accumbens. Nature Publishing Group, July
2016, 1–13. 3. Mandeville JB et al. Dynamic
functional imaging of relative cerebral blood volume during rat forepaw
stimulation. MRM 1998, 39(4), 615–624. 4. Schluter EW et al. Real-time
dopamine measurement in awake monkeys. PLoS
ONE, 2014, 9(6).