Location: Main Auditorium,
Toronto Western Hospital
**Note change of day, time and location for this
seminar**
David Terman, Mathematical Biosciences Institute
& Ohio State University A data-driven computational model of subthalamic
nucleus deep brain stimulation
The delivery of high-frequency
stimulation has become a widely used therapeutic
option for the treatment of Parkinson's disease
(PD). The mechanisms underlying the effectiveness
of deep brain stimulation (DBS), however, remain
unclear. Studies have shown that pathological rhythmicity
emerges in certain subsets of cells within the basal
ganglia in Parkinsonism. Therefore, DBS for PD may
work by eliminating such pathological signals. Recent
experimental results, however, suggest that neurons
directly downstream from stimulated regions may
in fact be activated by DBS. These results support
the alternative idea that DBS works by replacing
pathological rhythms with regularized firing activity.
Here, we present a computational implementation
of this idea. Our simulations and analysis demonstrate
a mechanism by which pathological oscillatory inhibition
from the internal segment of the globus pallidus
(GPi) to thalamocortical (TC) cells could compromise
the fidelity of TC relay of excitatory signals,
whereas elimination of the pathological oscillations
within this inhibitory signal could restore TC cells'
relay capabilities. We use GPi spike trains recorded
from normal control monkeys and from parkinsonian
monkeys with or without DBS of the subthalamic nucleus
region as the source of inhibitory inputs to our
model TC cells. Our results show that there is a
significant decline in the ability of the TC cells
to relay the excitatory stimuli when they are exposed
to GPi signals recorded under parkinsonian conditions
in the absence of DBS or with sub-therapeutic DBS,
defined by its failure to induce a therapeutic effect
on motor symptoms, relative to GPi data recorded
from normal monkeys. Moreover, relay effectiveness
is restored to non-parkinsonian levels by GPi signals
recorded under parkinsonian conditions in the presence
of therapeutic DBS, which induced a measurable improvement
in motor symptoms.
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