Christin Y. Sander1, John Arsenault2, Bruce R. Rosen1, Joseph B Mandeville1, and Wim Vanduffel1
1Radiology, Massachusetts General Hospital, Boston, MA, United States, 2Radiology, Massachusetts General Hospital, Charlestown, MA, United States
Synopsis
Deep brain
stimulation (DBS) through implantable neurostimulation electrodes that affect
dopaminergic control is an important symptomatic therapy in movement disorders,
and has been shown to affect reinforcement learning and motivation. In this study, we employ concurrent DBS in the ventral tegemental area during simultaneous PET/fMRI to understand dopaminergic signature of DBS.PURPOSE
Deep
brain stimulation (DBS) through implantable neurostimulation electrodes that
affect dopaminergic control is an important symptomatic therapy in movement
disorders, and has been shown to affect reinforcement learning and motivation1.
Despite its success, the neurophysiological mechanisms underlying the efficacy
of DBS remain a subject of debate. Performed concurrently with DBS, PET/MR functional imaging can track dopaminergic
output together with functional activation and thus integrate local
neurochemical modulation with function simultaneously. This approach has the
potential to shed light on the underlying molecular mechanisms of DBS for the
evaluation of existing and novel brain targets.
METHODS
A microstimulation DBS electrode
was implanted unilaterally in the right ventral tegmental area (VTA) of a
non-human primate (NHP, baboon), as shown in Figure 1. Following recovery from
surgery, the animal underwent 7 imaging sessions with simultaneous PET/MRI
during electrode stimulation. Stimulation was performed with 200 ms pulses at
100 Hz, applied every 8 s for 0.95 min at 2 microelectrodes (out of a bundle of
23 implanted microwires). This ON stimulation period was interleaved with 0.85
min of rest and repeated for a total of 10 min at a time. Variations of
stimulation patterns were carried out in order to determine their effects on
imaging signals. The radiotracer [11C]raclopride was administered as
a bolus + infusion to detect within-scan changes in dopamine at D2/D3 receptors
due to stimulation. Dynamic PET data were acquired and analyzed with the simplified
reference tissue kinetic model2, in which the binding parameter was
allowed to change during stimulation blocks. Occupancy values were calculated
as the percent change from baseline binding potential (BPND). At the
start of fMRI acquisition with gradient-echo echo-planar-imaging, iron oxide
(Feraheme) was administered to increase detection power. fMRI data were
analyzed with the GLM. Data from multiple imaging sessions were analyzed as a
group using a mixed effects model.
RESULTS
fMRI results showed a
robust positive CBV change (corresponding to negative signal changes shown in
Figure 2) in the nucleus accumbens on the side of the DBS electrode implant
(right side), both in single sessions as well as in the group analysis. Average
signal magnitudes were 2.3% ± 0.3% for the activated
region seen in Figure 2. Alterations in stimulation patterns affected fMRI
magnitude, with longer, continuous stimulations of 3x10 min showing a maximum magnitude
of 4.12% ± 0.4% and stimulation
patterns of 10 min ON and OFF blocks showed a maximum magnitude of 2.67% ± 0.3%. In the group analysis, BPND decreases
from baseline were observed during stimulation, in part of the right putamen
(Figure 2) with an average value of 0.21 ± 0.14. Baseline BPND in the same region were
4.4 ± 0.5 on average. Changes
in BPND translate to an average receptor occupancy of 4.6% ± 2.5%. Figure 3 shows a representative time-activity curve
from a single session, during which stimulation occurred in four blocks of 10
min, with 10 min rest in between. Subtle changes in the timecourse can be seen
in the ROI that corresponds to the area of change in Figure 2 on the side with
the DBS implant but less so on the contralateral side.
DISCUSSION
This study shows the feasibility
of doing concurrent DBS with combined PET and fMRI acquisitions. The group
analysis shows that signal changes from fMRI and [11C]raclopride-PET
occur in similar regions of the basal ganglia, along dopaminergic projections
from the VTA. While fMRI signal changes are significant at a single session
level, PET signal changes due to stimulation are much smaller and their
magnitudes are within the limit of detectability, given the noise in the time
activity curves for small regions. Given observed fMRI signal change magnitudes
of 2.3%, occupancy changes as predicted by a neurovascular coupling model3
are expected to be small (6%), which is within the range of our results. If
dopamine at D2/D3 receptors is driving the fMRI response, we would expect to
see negative CBV signal changes due to agonist binding at D2/D33. It
is thus especially interesting that our results show a consistent positive CBV
change. This suggests that dopamine at postsynaptic D2/D3 receptors is not the
only driving force behind the fMRI signal. Rather, dopamine binding to D1
receptors or non-dopaminergic contributions may also play a role4,5.
Further exploration of DBS parameter space, including optimization of electrode
selection, applied current, and stimulation paradigm, can start to clarify the
magnitude of dopamine efflux in the basal ganglia due to DBS of the VTA
and the relationship of dopamine efflux to fMRI signal in this paradigm.
Acknowledgements
No acknowledgement found.References
[1]Arsenault et al., Current
Biology, 2014. [2]Lammertsma et al. NeuroImage 1996. [3]Sander et al., Neuropsychopharmacology, 2015. [4]Mandeville et al., NeuroImage, 2013. [5]Choi et
al., NeuroImage, 2006.