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The Journal of Neuroscience, September 15, 2002, 22(18):7850-7855
BRIEF COMMUNICATION
Dopamine Replacement Therapy Reverses Abnormal Synchronization of
Pallidal Neurons in the 1-Methyl-4-Phenyl-1,2,3,6-Tetrahydropyridine
Primate Model of Parkinsonism
Gali
Heimer,
Izhar
Bar-Gad,
Joshua A.
Goldberg, and
Hagai
Bergman
Department of Physiology, the Interdisciplinary Center for Neural
Computation and the Eric Roland Center for Neurodegenerative Diseases,
The Hebrew University-Hadassah Medical School, Jerusalem, 91120 Israel
 |
ABSTRACT |
Previous physiological studies have revealed changes in firing
rates and synchronization of pallidal neurons in the
1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP) primate model of
Parkinson's disease. Several primate and human studies have
demonstrated that dopamine replacement therapy (DRT) reverses the
changes in the pallidal firing rates; however, the effects of DRT on
pallidal synchronization have never been explored. To do so, we
recorded the simultaneous activity of pallidal neurons of a vervet
monkey before and after induction of severe parkinsonism by systemic
MPTP treatment. We subsequently recorded the pallidal activity before
and after daily administration of oral DRT. We extended the time scale
of our correlation studies to ±5 sec to allow detection of
long-duration synchronized neuronal activity. After MPTP treatment,
firing rates decreased in the external segment of the globus pallidus
(GPe) and increased in the internal segment
(GPi). A reversal of these rate changes occurred during the "on" periods of DRT. The percentage of correlated pairs increased from 16.7% in the normal state to 46.9% after MPTP
treatment and was restored to nearly normal values (25% correlated
pairs) under the influence of DRT. These changes in rate and
correlation were observed at both the population level and at the level
of units recorded continuously before, during, and after the clinical transition from "off" to "on" periods. We conclude that changes in both pallidal discharge rates and synchronization are correlated with the clinical manifestations of parkinsonism and its
pharmacological treatment.
Key words:
Parkinson's disease; globus pallidus; basal ganglia; monkeys; cross-correlations; L-3,4-dihydroxyphenylalanine
 |
INTRODUCTION |
Many previous studies have reported
changes in the activity of globus pallidus (GP) neurons in
1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-treated monkeys
compared with healthy ones. Firing rates of the internal segment of the
GP (GPi) cells are increased, whereas the
external segment of the GP (GPe) cells display
decreased firing rates (Miller and DeLong, 1987 ; Filion and Tremblay,
1991 ). Single-electrode recordings performed on human parkinsonian
patients during surgical interventions designed to relieve parkinsonian
symptoms indicate trends in firing rates similar to those found in
primates (Hutchison et al., 1994 ; Merello et al., 1999 ).
Changes in firing synchronization have also been reported in
parkinsonian subjects. Whereas in normal monkeys, activity within the
basal ganglia is mostly independent, synchronous oscillations are found
in MPTP monkeys (Nini et al., 1995 ; Raz et al., 2000 ) and in human
parkinsonian patients (Hurtado et al., 1999 ; Levy et al., 2000 ).
Many electrophysiological studies have indicated that the changes of
pallidal firing rates are reversed after administration of dopamine
replacement therapy (DRT) in humans (Hutchinson et al., 1997 ; Merello
et al., 1999 ; Levy et al., 2001 ) and primates (Filion et al., 1991 ;
Papa et al., 1999 ) (but see Boraud et al., 1998 ). However, all of these
studies were confined to the activity of single neurons. In this study,
we used multiple electrode recording to examine the effect of DRT on
neuronal synchronization in the two segments of the pallidum.
 |
MATERIALS AND METHODS |
Animals and behavioral paradigm. A vervet monkey
(Cercopithecus aethiops aethiops; female; weight, 3.8 kg)
was trained to perform a button-pressing task. The monkey's health was
monitored by a veterinarian, and its fluid consumption, diet, and
weight were observed daily. All procedures were in accordance with the National Institutes of Health Guide for the Care and Use of
Laboratory Animals (1996) and with the Hebrew University
guidelines for the use and care of laboratory animals in research and
were approved and supervised by the Institutional Animal Care and Use Committee.
Surgical procedures. After training, an 18 mm Cilux
recording chamber was attached to the skull over a trephine hole to
allow access to the GP. The recording chamber was tilted 50°
laterally in the coronal plan, with its center targeted at stereotaxic
coordinates A12, H1, and L9 (Contreras et al., 1981 ). The coordinates
of the chamber were adjusted and subsequently verified with magnetic resonance imaging (Biospec Bruker 4.7 tesla animal system, fast spin
echo sequence; effective echo time, 80 msec; repetition time, 2.5 sec;
13 coronal slices 2 mm wide). All surgical and magnetic resonance
imaging procedures were performed under general anesthesia (induced and
maintained by ketamine hydrochloride 13 mg/kg and xylazine 0.5 mg/kg
i.m.).
Recording procedures and data collection. During recording
sessions, the monkey's head was immobilized, and eight glass-coated tungsten microelectrodes (impedance 0.3-1.2 M at 1000 Hz), confined within a cylindrical guide (1.65 mm inner diameter), were advanced separately (EPS; Alpha-Omega Engineering, Nazareth, Israel) into the
GP. The penetrations covered most of the pallidal volume. The recording
boundaries extended from 2 to 4 mm anterior and from 4 to 7 mm
lateral to the center of the chamber.
Each electrode signal was amplified with a gain of 5000-20,000 and
bandpass filtered with a 300-6000 Hz four-pole Butterworth filter
(MCP+; Alpha-Omega Engineering, Nazareth, Israel). This electrical
activity was sorted and classified on-line using a template-matching
algorithm (MSD; Alpha-Omega Engineering). The sampling rate of spike
detection pulses and behavioral events was 12 kHz (AlphaMap,
Alpha-Omega Engineering).
Cells were selected for recording only as a function of their isolation
quality and optimal signal-to-noise ratio. Only stable and well
isolated (as judged by stable spike waveforms and stable firing rates)
units were included in this study (minimum stable recording time of 4 min). The average stable recording time was 25 ± 10.6 min
(mean ± SD). The classification of each recorded cell to the
external and internal pallidum was determined according to several
criteria: the depth of the electrode (depths from the first pallidal
unit of GPe and GPi cells
included in the study were 0.5 ± 0.4 and 2.5 ± 0.8 mm,
mean ± SD, respectively); other anatomical structures identified
along the electrode trajectory; the firing pattern of the cell (which
served as a criterion only in the normal state); and shape of the cell
spikes. If the subclassification into GPe and
GPi was in doubt, the units were classified as GP.
MPTP and DRT. Parkinsonism was induced by five intramuscular
injections of 0.4 mg/kg of the MPTP-HCl neurotoxin (Aldrich, Milwaukee, WI) over a period of 4 d. The monkey developed severe parkinsonism 5 d after initiation of MPTP treatment, and
recordings were resumed 4 d after the last injection. After
14 d of recordings in the parkinsonian state, we initiated daily
DRT with starting doses of 0.5 × 25/250 mg of Dopicar
[L-3,4-dihydroxyphenylalanine (L-DOPA) and carbidopa; MSD, Netherlands] in the
morning and 5 mg of Parlodel (bromocryptine; Sandoz, Basel,
Switzerland) divided equally between morning and evening. The drugs
were administered orally as crushed powder dissolved in liquid, and the
doses were slowly increased and adjusted to achieve optimal clinical
response. Maximal doses attained were 1.5 × 25/250 mg of Dopicar
with 2.5 mg of Parlodel in the morning and 1 × 25/250 mg of
Dopicar with 2.5 mg of Parlodel in the evening. The clinical state was
assessed daily in the home cage using a modified primate parkinsonism
and dyskinesia scale (Imbert et al., 2000 ). During the recordings, DRT-"off" periods were defined as the periods before the morning dose (at least 12 hr after the evening dose). The clinical definition of the "off-on" transition was based on observation of limbs and tail movements, resumption of task performance, or appearance of
involuntary dyskinetic movements (at the stage when these had already developed).
Recordings during the DRT state started 3 d after onset of
treatment (21 d after the last MPTP injection). Each day, we recorded for 10-30 min in the off period. We then administered the medications while keeping the electrodes in position, and subsequently resumed the
recordings. In many cases, this protocol allowed for recording of a
given unit before, during, and after administration of DRT. In other
cases, when units were lost during the oral administration of the
drugs, it still enabled us to record the activity of other cells in the
immediate vicinity of the cells studied before DRT. Although we
recorded the ongoing discharge changes of cells in response to the
medication, we included only the stable segments before and after these
transients in the analysis. Periods of complete cessation of
GPi discharge were excluded from the analysis because of the inability to characterize the firing patterns and neuronal synchronization of cells that were virtually inactive.
Data analysis. We performed quantitative analysis of firing
rates and correlated activity of the pallidal cells. Statistical tests
were accepted as significant at a value of p < 0.001 unless specified otherwise. The same threshold was applied in the
analysis of neural activity for all clinical states.
Only cross-correlograms of pairs recorded by different electrodes were
included to avoid possible artifacts caused by a shadowing effect of
high-discharge cells recorded from the same electrode (Bar-Gad et al.,
2001 ). The correlograms were calculated for ±5000 msec offset, using 1 msec bins and recording edge correction. We tested the null hypothesis
of independent activity (i.e., flat cross-correlogram) by searching
either for significant peaks and troughs or for significant periodic
oscillations. Baseline firing rate and SD were estimated using the
first and last 500 msec of the ±5000 msec cross-correlogram. A peak or
trough was considered significant if its probability (normalized to the
total number of bins) was <0.001 and it was within an offset of ±250
msec from zero. The significance of the oscillatory phenomena was
assessed using the Fourier transform of the cross-correlograms (power
spectra). The SD of each power spectrum was calculated over the range
of 1-200 Hz. A correlogram was considered to have significant periodic oscillations if the peak in the power spectrum crossed a threshold of
p = 0.001 and was within the range of 3-30 Hz (Raz et
al., 2000 ).
Histology. After the last recording session (98 d after the
last MPTP injection), the monkey was killed with a lethal dose of
pentobarbital and perfused through the heart with saline followed by a
4% paraformaldehyde solution. The brain of the monkey was removed, 50 µm serial sections were cut on a freezing microtome, and every 12th
section was processed for Nissl or tyrosine hydroxylase immunocytochemistry.
 |
RESULTS |
Clinical states
The first signs of parkinsonism appeared on the third day of the
MPTP treatment, in the form of bradykinesia, flexed posture, and lower
limb dystonia. Akinesia and freezing developed on day 4, and tremor and
rigidity appeared on day 5. By this day, the monkey had lost the
ability to perform the behavioral paradigm and to self-feed. This
clinical state of severe parkinsonism remained stable during all days
of recording in the L-DOPA-naive MPTP monkey, with an
average parkinsonism score of 30.0/36.
DRT commenced 18 d after the last MPTP injection. The first
response to the therapy was observed after the third dose of medication (24 hr after initiation of treatment). The latency of on periods varied
from day to day between 0.5 and 3 hr, and the duration exceeded 2 hr.
The clinical effects of DRT included an increase in amount and velocity
of movements, straightening of posture, and regained ability to
self-feed and to partially perform the task. In addition, there was an
increase in amplitude and duration of the action tremor (Vidailhet et
al., 1999 ). After 6 weeks of daily DRT, the monkey began to exhibit
peak-dose dyskinesia. The average parkinsonian scores in the off and on
periods were 31.2/36 (not significantly different from the MPTP
L-DOPA-naive state) and 2.9/36, respectively. Postmortem
examination revealed an almost complete loss of tyrosine hydroxylase
staining throughout the striatum and that the vast majority of
dopaminergic neurons of the substantia nigra were lost.
Neuronal firing rates
After MPTP treatment, firing rates decreased significantly in the
GPe and increased in the
GPi cells (Table
1A). The rate changes
in GPi were significant only at a value of
p < 0.05, probably because of the smaller number of
cells. During DRT-off periods, these changes were augmented in the
GPe and maintained in the GPi. The rate changes were reversed in both
pallidal segments during the on periods (Table 1A,
Fig. 1A).

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Figure 1.
Summary of changes in firing rates and correlation
in each clinical state. A, Changes in neuronal firing
rates in the GPe and GPi proceed in opposite
directions in response to dopamine depletion and replacement. After
induction of parkinsonism, neuronal firing rates decrease in the
GPe and increase in the GPi, and the
reverse occurs in response to DRT. The y-axis is the
ratio between mean firing rates of GPe and GPi
neurons. MPTP, MPTP-treated L-DOPA-naive
parkinsonian monkey; DRT-off, off periods (before morning
dose) of MPTP monkey undergoing daily DRT; DRT-on, on
periods of MPTP monkey after DRT. B, Neuronal
synchronization increases after dopamine depletion and decreases in
response to dopamine replacement. Neurons from both pallidal segments
are pooled. The y-axis is the percentage of correlated
pairs. Clinical state definitions are the same as in
A.
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|
Stable continuous recordings before and after the clinical influence of
DRT were obtained in 29 GPe and six
GPi cells (Fig. 2).
The average firing rate after DRT in the continuously recorded GPe cells increased by a factor of 2.8 (44.7 spikes/sec). Of these GPe cells, 26 (89.7%)
increased their firing rate significantly (p < 0.005, Student's t test), whereas only two cells (6.9%)
decreased their firing rate significantly in the on period. The average firing rate after DRT in the continuously recorded
GPi cells decreased by a factor of 2.4 (27 spikes/sec). Among these GPi cells, five (83.3%)
decreased their firing rate significantly (p < 0.005, Student's t test), and the remaining one did not
change its firing rate significantly in the on period.

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Figure 2.
Discharge rates of five continuously recorded
pallidal neurons during the clinical off-on transition, demonstrating
an increase in discharge rate of GPe units and a decrease
in GPi units. DRT was administered orally 35 min before
onset of recording (solid arrow); clinical off-on
transition began after 14 min of recording (open arrow).
All units were recorded continuously through minutes 0-52, except for
unit 6, which was recorded through minutes 8-46. The
x-axis is time in minutes; y-axis is the
firing rate of each unit in spikes/sec.
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Neuronal synchronization
While most of the pallidal pairs were uncorrelated in the normal
state, there was a significant increase in the neuronal correlation after MPTP treatment. This increase in correlation was augmented in the
DRT-off periods and reversed to near normal levels in the on periods
(Table 1B, Fig. 1B). The pattern of
correlation also varied between the states, with a notable increase in
proportion of oscillatory correlograms after MPTP. However, the
fraction of oscillatory correlated pairs did not return to normal
values during on periods (Table 1C). The ratio of positive
(peaks) to negative (troughs) nonflat cross-correlograms (Fig.
3E) ranged from 2.2 to 3.5 throughout all clinical states.

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Figure 3.
Examples of changes in neuronal synchronization in
response to DRT. A, B, Simultaneous
recording from the GPe of the MPTP monkey undergoing daily
DRT in off period (A) and the same cells in on
period 26 min later (B). The recordings show
synchronized bursts in the off period but not in the on period. The
x-axis is time in seconds. C,
D, Temporal magnification of 2 sec from the
traces shown in A and B,
respectively. E, F, Cross-correlogram
matrices of the units shown in A and B,
demonstrating long-range cross-correlations in the off period
(E) that are flattened in the on period
(F). The x-axis is the offset of
the cross-correlogram in seconds; y-axis is the
conditional firing rate in spikes/sec. Un x, y
corresponds to unit number y in electrode number
x. E, Inset, Demonstrates
how the cross-correlogram of units 2.1 and 4.1 crosses confidence lines
when calculated for ±5 sec offset and does not cross the confidence
lines when calculated for ±0.5 sec offset. x- and
y-axes are the same as for E and
F.
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Separate analysis of GPe pairs and
GPi pairs revealed differences in correlation
level and pattern in the two nuclei (Table 1B,C). In
the GPi, there was a vast increase in percentage
of correlated pairs in the MPTP compared with the normal state but no
further change in the percentage of correlated pairs in the DRT-off
periods. In the GPe, however, the increase in the
percentage of correlated pairs in the MPTP state compared with the
normal state was moderate, with a greater increase in synchronization in the DRT-off periods. The decrease in percentage of correlated pairs
in DRT-on periods was noted both among GPe pairs
and GPi pairs (Table 1B). In
addition, although the vast majority of correlated
GPi pairs were oscillatory, a significant portion
of the correlated GPe pairs exhibited
nonoscillatory correlation (Table 1C).
Stable recordings of 94 pallidal pairs (42 cells, 8 recording days)
were maintained during and after the off-on transition. Analysis of
correlation in these pairs showed a similar reversal of abnormal
correlation from 77.7% correlated pairs in the off period to 26.6% in
the on period (p < 0.001, 2 test). An origin-based
subclassification of the 94 pairs showed that of the 62 GPe-GPe and
GPe-GP pairs, 47 (75.8%) were correlated before
medication and only 22 (35.5%) were correlated after DRT. Among the
six GPi-GPi and
GPi-GP pairs, five (83.3%) were correlated before medication and none after. A similar reduction in correlation was observed among the seven
GPe-GPi pairs, from six
correlated pairs before DRT to none after. Examples of typical
cross-correlation matrices in consecutive off and on periods are shown
in Figure 3, E and F.
 |
DISCUSSION |
In this study, we used simultaneous multiple electrode recording
to calculate the neuronal correlation during DRT of an MPTP monkey. In
contrast to the ultrafast intramuscular apomorphine used in most
previous studies, we used the customary oral medications (L-DOPA combined with a postsynaptic dopamine agonist)
administered in clinical practice. In addition, the continuous
recording of many cells before, during, and after the clinical off-on
transition served to avoid potential selection bias of cells in two
different clinical states. Our main findings are that (1) dopamine
depletion decreases the neuronal firing rates in
GPe and increases the neuronal firing rates in
GPi, (2) dopamine depletion increases neuronal synchronization in both pallidal segments, and (3) DRT reverses all of
the above changes.
Clinical effects of MPTP and DRT
The monkey developed the full clinical spectrum of MPTP-induced
parkinsonism (Burns et al., 1983 ; Bergman et al., 1994 ). The responses
of the monkey to DRT resembled the common effects (both therapeutic and
adverse) seen in human patients. As in other primate studies (Bedard et
al., 1986 ; Pearce et al., 1995 ), the doses required (in milligrams per
kilogram) to achieve the optimal therapeutic response were higher than
the doses used in most human patients. This could be a result of either
the acute effect of MPTP (achieving a state of severe parkinsonism
within a few days) or species differences, such as the higher metabolic
rate of 3 kg monkeys, differences in gut absorption, activities of
metabolic enzymes, and penetration of the blood-brain barrier. The
appearance of dyskinesia in the monkey after only a few weeks of DRT
compared with several years in parkinsonian patients has also been
reported (Bedard et al., 1986 ; Pearce et al., 1995 ) and can be
attributed to the same factors.
Because changes in both discharge rates and correlation appeared to
proceed in the same direction in the optimal DRT state and after the
development of dyskinesia, we considered the two states together in the
present analysis. The higher number of observations in the grouped data
serves better for the purpose of comparing the dopamine-depleted animal
with the animal with DRT. The differences between optimal and
dyskinetic DRT should be further investigated in future studies.
Changes in firing rates
The classic model of the basal ganglia (Albin et al., 1989 ;
DeLong, 1990 ) predicts that striatal dopamine depletion will result in
overactivity of GPi neurons and reduced activity
of GPe neurons. Early MPTP primate
electrophysiological studies have verified the predictions of the model
in the dopamine-depleted state (Miller and DeLong, 1987 ; Filion and
Tremblay, 1991 ). However, these observations have not been fully
confirmed by recent studies (Boraud et al., 1998 ; Wichmann et al.,
1999 ; Raz et al., 2000 ).
In the same manner, the prediction of the model that DRT will cause a
reversal of pallidal rate changes has been verified by some but not all
studies. Apomorphine injections have been reported to result in
increased GPe activity and reduced
GPi activity (Filion et al., 1991 ; Hutchinson et
al., 1997 ). Other primate (Papa et al., 1999 ) and human (Levy et al.,
2001 ) studies restricted to GPi neurons alone
have confirmed the predicted decrease in GPi
neuronal firing rate. However, a third study examining the effect of
chronic L-DOPA treatment in MPTP monkeys demonstrated a
significant decrease in GPi firing rates but did
not find a significant increase in GPe firing
rates in response to DRT (Boraud et al., 1998 ). Similarly, metabolic
studies of animal models of parkinsonism challenge the prediction of
decreased striatal inhibition of GPe after DRT
(Mitchell et al., 1992 ; Herrero et al., 1996 ; Vila et al., 1997 ).
Our study verified the predicted rate changes in both segments of the
pallidum in the dopamine-depleted and the dopamine-replacement state
(Fig. 1A, Table 1A). The
conflicting earlier results, especially regarding
GPe activity, might be caused by differences in
recording techniques or individual responses to MPTP. Moreover,
metabolic studies could be influenced by other factors (such as firing
pattern and synchronization) in addition to firing rates.
The overshooting of the firing rates beyond normal values in both
pallidal segments during DRT-on periods, as well as total firing
cessation of some GPi cells, has been described
before (Papa et al., 1999 ; Obeso et al., 2000 ). We ascribe this
overshooting to the unregulated manner (temporally and spatially) in
which dopamine is introduced to the circuitry during DRT. We further believe that these rate disturbances might serve as part of the neuronal substrate of L-DOPA-induced dyskinesia.
Changes in synchronization
Previous primate (Nini et al., 1995 ; Raz et al., 2000 ) and human
(Hurtado et al., 1999 ; Levy et al., 2000 ) studies have shown an
increase in neuronal synchronization in the basal ganglia of parkinsonian subjects. Our results confirm the increase in neuronal synchronization after induction of parkinsonism and show that this
increased level of synchronization is maintained in the off periods of
chronic DRT and reversed during DRT-on periods. The co-occurrence of
the decrease in synchronization with clinical improvement supports the
notion that abnormal synchronization plays a key role in the
pathophysiology of parkinsonism. However, current methods fall short in
evaluating the precise temporal relationships between the clinical and
neuronal changes (Ben Shaul et al., 2001 ), and future studies on this
subject are necessary.
The relatively higher proportion of correlated pairs that we found in
the normal state compared with previous works (Nini et al., 1995 ; Raz
et al., 2000 ) might result from slow mutual processes (Walters et al.,
2000 ; Wichmann et al., 2002 ) that could not be revealed by
short-time-scale cross-correlograms. Indeed, when checking our data in
the normal state for significant correlations using the previously
applied calculation of ±500 msec offset correlograms, we found only
7.5% (45 of 599) correlated pairs (Fig. 3E,
inset). These results are not significantly different from
previous reports and corroborate our claim that using a longer offset
in the correlogram calculation results in a higher detection rate of correlation.
Changes in correlated activity in the various states of dopamine
depletion and replacement differed for the two segments of the
pallidum. Whereas in the GPi, correlation was
greatly increased after induction of parkinsonism but did not change
thereafter during the DRT-off state, in the GPe,
there was a significant additional increase in correlation in the
DRT-off state. This, along with a similar additional decrease in the
GPe discharge rates during DRT-off, with no
corresponding change in the GPi, might imply that
the chronic effect of DRT is more prominent in the external pallidum.
Such chronic effects of DRT on circuitry and neural properties could
also play a role in the generation of L-DOPA-induced
dyskinesia. The similarity between the percentage of correlated pairs
in the total pallidal population and the percentage of correlated pairs
within the GPe is probably related to the predominance of GPe neurons among the
nonclassified GP neurons in our database.
The fact that the firing rate changes in response to DRT shift in
opposite directions in GPe and
GPi implies that the accompanying changes in
correlation are not a byproduct of discharge rate changes. In contrast
to previous primate and human reports (Raz et al., 2000 ; Levy et al.,
2002 ), we found that a significant portion of correlated activity was
nonoscillatory and wide-ranged (Table 1C, Fig.
3A,E). This discrepancy can be explained by the wider time
scale used in the present study and provides strong evidence that
abnormal pallidal synchronization is not a mere byproduct of the
appearance of oscillations in the circuitry.
We conclude that abnormal neuronal synchronization in output nuclei of
the basal ganglia is correlated with the clinical signs of parkinsonism
and that the desynchronization of pallidal output might be a key factor
in therapeutic manipulations of Parkinson's disease such as DRT and
deep brain surgeries.
 |
FOOTNOTES |
Received March 25, 2002; revised June 24, 2002; accepted July 1, 2002.
This Center of Excellence (8006/00) research was supported by the
Israel Science Foundation. It was also supported by the United
States-Israel Binational Science Foundation, the German-Israel Binational Foundation, and the Joint German-Israel Research Program. V. Sharkansky provided technical support. We thank G. Goelman (Hadassah
Hospital, Jerusalem) for assistance with the magnetic resonance imaging
and S. Haber (University of Rochester) for help with the histological
studies. We thank E. Vaadia and S. Hocherman for critical reading.
Correspondence should be addressed to Gali Heimer, Department of
Physiology, The Hebrew University-Hadassah Medical School, P.O. Box
12272, Jerusalem, 91120 Israel. E-mail:
galih{at}md.huji.ac.il.
 |
REFERENCES |
-
Albin RL,
Young AB,
Penney JB
(1989)
The functional anatomy of basal ganglia disorders.
Trends Neurosci
12:366-375[Web of Science][Medline].
-
Bar-Gad I,
Ritov Y,
Bergman H
(2001)
Failure in identification of overlapping spikes from multiple neuron activity causes artificial correlations.
J Neurosci Methods
107:1-13[Web of Science][Medline].
-
Bedard PJ,
Di Paolo T,
Falardeau P,
Boucher R
(1986)
Chronic treatment with L-DOPA, but not bromocriptine induces dyskinesia in MPTP-parkinsonian monkeys: correlation with [3H]spiperone binding.
Brain Res
379:294-299[Web of Science][Medline].
-
Ben Shaul Y,
Bergman H,
Ritov Y,
Abeles M
(2001)
Trial to trial variability in either stimulus or action causes apparent correlation and synchrony in neuronal activity.
J Neurosci Methods
111:99-110[Web of Science][Medline].
-
Bergman H,
Wichmann T,
Karmon B,
DeLong MR
(1994)
The primate subthalamic nucleus. II. Neuronal activity in the MPTP model of parkinsonism.
J Neurophysiol
72:507-520[Abstract/Free Full Text].
-
Boraud T,
Bezard E,
Guehl D,
Bioulac B,
Gross C
(1998)
Effects of L-DOPA on neuronal activity of the globus pallidus externalis (GPe) and globus pallidus internalis (GPi) in the MPTP-treated monkey.
Brain Res
787:157-160[Web of Science][Medline].
-
Burns RS,
Chiueh CC,
Markey SP,
Ebert MH,
Jacobowitz DM,
Kopin IJ
(1983)
A primate model of parkinsonism: selective destruction of dopaminergic neurons in the pars compacta of the substantia nigra by N-methyl-4-phenyl-1,2,3,6-tetrahydropyridine.
Proc Natl Acad Sci USA
80:4546-4550[Abstract/Free Full Text].
-
Contreras CM,
Mexicano G,
Guzman-Flores CA
(1981)
Stereotaxic brain atlas of the green monkey (Cercopithecus aethiops aethiops).
Bol Estud Med Biol
31:383-428[Medline].
-
DeLong MR
(1990)
Primate models of movement disorders of basal ganglia origin.
Trends Neurosci
13:281-285[Web of Science][Medline].
-
Filion M,
Tremblay L
(1991)
Abnormal spontaneous activity of globus pallidus neurons in monkeys with MPTP-induced parkinsonism.
Brain Res
547:142-151[Web of Science][Medline].
-
Filion M,
Tremblay L,
Bedard PJ
(1991)
Effects of dopamine agonists on the spontaneous activity of globus pallidus neurons in monkeys with MPTP-induced parkinsonism.
Brain Res
547:152-161[Web of Science][Medline].
-
Herrero MT,
Levy R,
Ruberg M,
Luquin MR,
Villares J,
Guillen J,
Faucheux B,
Javoy Agid F,
Guridi J,
Agid Y,
Obeso JA,
Hirsch EC
(1996)
Consequence of nigrostriatal denervation and L-dopa therapy on the expression of glutamic acid decarboxylase messenger RNA in the pallidum.
Neurology
47:219-224[Abstract/Free Full Text].
-
Hurtado JM,
Gray CM,
Tamas LB,
Sigvardt KA
(1999)
Dynamics of tremor-related oscillations in the human globus pallidus: a single case study.
Proc Natl Acad Sci USA
96:1674-1679[Abstract/Free Full Text].
-
Hutchison WD,
Lozano AM,
Davis KD,
Saint Cyr JA,
Lang AE,
Dostrovsky JO
(1994)
Differential neuronal activity in segments of globus pallidus in Parkinson's disease patients.
NeuroReport
5:1533-1537[Web of Science][Medline].
-
Hutchinson WD,
Levy R,
Dostrovsky JO,
Lozano AM,
Lang AE
(1997)
Effects of apomorphine on globus pallidus neurons in parkinsonian patients.
Ann Neurol
42:767-775[Web of Science][Medline].
-
Imbert C,
Bezard E,
Guitraud S,
Boraud T,
Gross CE
(2000)
Comparison of eight clinical rating scales used for the assessment of MPTP-induced parkinsonism in the macaque monkey.
J Neurosci Methods
96:71-76[Web of Science][Medline].
-
Levy R,
Hutchison WD,
Lozano AM,
Dostrovsky JO
(2000)
High-frequency synchronization of neuronal activity in the subthalamic nucleus of parkinsonian patients with limb tremor.
J Neurosci
20:7766-7775[Abstract/Free Full Text].
-
Levy R,
Dostrovsky JO,
Lang AE,
Sime E,
Hutchison WD,
Lozano AM
(2001)
Effects of apomorphine on subthalamic nucleus and globus pallidus internus neurons in patients with Parkinson's disease.
J Neurophysiol
86:249-260[Abstract/Free Full Text].
-
Levy R,
Hutchison WD,
Lozano AM,
Dostrovsky JO
(2002)
Synchronized neuronal discharge in the basal ganglia of parkinsonian patients is limited to oscillatory activity.
J Neurosci
22:2855-2861[Abstract/Free Full Text].
-
Merello M,
Balej J,
Delfino M,
Cammarota A,
Betti O,
Leiguarda R
(1999)
Apomorphine induces changes in GPi spontaneous outflow in patients with Parkinson's disease.
Mov Disord
14:45-49[Web of Science][Medline].
-
Miller WC,
DeLong MR
(1987)
Altered tonic activity of neurons in the globus pallidus and subthalamic nucleus in the primate MPTP model of parkinsonism.
In: The basal ganglia II (Carpenter MB,
Jayaraman A,
eds), pp 415-427. New York: Plenum.
-
Mitchell IJ,
Boyce S,
Sambrook MA,
Crossman AR
(1992)
A 2-deoxyglucose study of the effects of dopamine agonists on the parkinsonian primate brain: implications for the neural mechanisms that mediate dopamine agonist-induced dyskinesia.
Brain
115:809-824[Abstract/Free Full Text].
-
Nini A,
Feingold A,
Slovin H,
Bergman H
(1995)
Neurons in the globus pallidus do not show correlated activity in the normal monkey, but phase-locked oscillations appear in the MPTP model of parkinsonism.
J Neurophysiol
74:1800-1805[Abstract/Free Full Text].
-
Obeso JA,
Rodriguez-Oroz MC,
Rodriguez M,
Lanciego JL,
Artieda J,
Gonzalo N,
Olanow CW
(2000)
Pathophysiology of the basal ganglia in Parkinson's disease.
Trends Neurosci
23:S8-S19[Web of Science][Medline].
-
Papa SM,
DeSimone R,
Fiorani M,
Oldfield EH
(1999)
Internal globus pallidus discharge is nearly suppressed during levodopa-induced dyskinesias.
Ann Neurol
46:732-738[Web of Science][Medline].
-
Pearce RK,
Jackson M,
Smith L,
Jenner P,
Marsden CD
(1995)
Chronic L-DOPA administration induces dyskinesias in the 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine-treated common marmoset (Callithrix jacchus).
Mov Disord
10:731-740[Web of Science][Medline].
-
Raz A,
Vaadia E,
Bergman H
(2000)
Firing patterns and correlations of spontaneous discharge of pallidal neurons in the normal and the tremulous 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine vervet model of parkinsonism.
J Neurosci
20:8559-8571[Abstract/Free Full Text].
-
Vidailhet M,
Bonnet AM,
Marconi R,
Durif F,
Agid Y
(1999)
The phenomenology of L-dopa-induced dyskinesias in Parkinson's disease.
Mov Disord
14 [Suppl 1]:13-18.
-
Vila M,
Levy R,
Herrero MT,
Ruberg M,
Faucheux B,
Obeso JA,
Agid Y,
Hirsch EC
(1997)
Consequences of nigrostriatal denervation on the functioning of the basal ganglia in human and nonhuman primates: an in situ hybridization study of cytochrome oxidase subunit I mRNA.
J Neurosci
17:765-773[Abstract/Free Full Text].
-
Walters JR,
Ruskin DN,
Allers KA,
Bergstrom DA
(2000)
Pre- and postsynaptic aspects of dopamine-mediated transmission.
Trends Neurosci
23:S41-S47[Web of Science][Medline].
-
Wichmann T,
Bergman H,
Starr PA,
Subramanian T,
Watts RL,
DeLong MR
(1999)
Comparison of MPTP-induced changes in spontaneous neuronal discharge in the internal pallidal segment and in the substantia nigra pars reticulata in primates.
Exp Brain Res
125:397-409[Web of Science][Medline].
-
Wichmann T,
Kliem MA,
Soares JC
(2002)
Slow oscillatory discharge in the primate basal ganglia.
J Neurophysiol
87:1145-1148[Abstract/Free Full Text].
Copyright © 2002 Society for Neuroscience 0270-6474/02/22187850-06$05.00/0
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