SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL...

104
SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS by Ian A. Prescott A thesis submitted in conformity with the requirements for the degree of Master of Science Graduate Department of Physiology University of Toronto © Copyright by Ian Prescott (2009)

Transcript of SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL...

Page 1: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS

by

Ian A. Prescott

A thesis submitted in conformity with the requirements

for the degree of Master of Science

Graduate Department of Physiology

University of Toronto

© Copyright by Ian Prescott (2009)

Page 2: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

ii

SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott, Department of Physiology, University of Toronto.

ABSTRACT

Parkinson’s disease (PD) is characterized by the loss of dopamine in the basal ganglia

and leads to paucity of movements, rigidity of the limbs, and rest tremor. Synaptic

plasticity was characterized in the substantia nigra pars reticulata (SNr), a basal ganglia

output structure, in 18 PD patients undergoing implantation of deep brain stimulating

electrodes. Field evoked potentials (fEPs) in SNr were measured with one

microelectrode using single pulses from a second microelectrode ~ 1 mm away. High

frequency stimulation (HFS – 4 trains of 2s at 100Hz) in the SNr failed to induce a

lasting change in test fEPs amplitudes in patients OFF medication. Following L-Dopa,

HFS induced a potentiation of the fEPs that lasted more than 150s. Our findings suggest

that extrastriatal dopamine modulates activity dependent synaptic plasticity at basal

ganglia output neurons. Dopamine medication state clearly impacts fEP amplitude, and

the lasting nature of the increase is reminiscent of LTP-like changes, indicating that

aberrant synaptic plasticity may play a role in the pathophysiology of PD.

Page 3: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

iii

ACKNOWLEDGEMENTS First, I would like to thank Dr. Bill Hutchison and Dr. Jonathan Dostrovsky for

their mentorship, guidance and support during my Master’s programme. I extend my

gratitude to Dr. Robert Chen, Dr. Melanie Woodin and Dr. Damien Shin for their helpful

academic advice, as well as Dr. Andres Lozano and Dr. Mojgan Hodaie for their time

and patience in the operating room.

I would like to acknowledge the financial support of Ontario Graduate

Scholarship in Science and Technology (OGSST) and the Vision Science Research

Program (VSRP) at Toronto Western Hospital. The work was also supported by the

Parkinson Society Canada Pilot Project (WDH) and the Canadian Institute for Health

Research (JOD).

I would also like to thank my fellow lab mates Luka Srejic and Arun Sundaram

for their collegial help and encouragement.

Page 4: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

iv

LIST OF FIGURES Fig. 1 Direct and Indirect Pathways of the Basal Ganglia ....................................................5

Fig. 2 Centre-Surround Model of Basal Ganglia Function ..................................................11

Fig. 3 Basal Ganglia Dysfunction in PD as Predicted by the Rate Model ..........................18

Fig. 4 Mechanisms for Changes in Synaptic Transmission during LTP .............................28

Fig. 5 Microelectrode Apparatus .........................................................................................47

Fig. 6 Example Neuronal Traces .........................................................................................48

Fig. 7 HFS Stimulation Protocol .........................................................................................50

Fig. 8 Field Amplitude Test Locations ................................................................................54

Fig. 9 Depth Profile of SNr in PD Patient while ON Medication .......................................55

Fig. 10 Post Stimulus Time Histograms of SNr Neuronal Firing in PD .............................57

Fig. 11 Firing Rate of a SNr Cell during fEP Amplitude Measures ....................................58

Fig. 12 Paired Pulse Measures .............................................................................................60

Fig. 13 L-DOPA treatment of a Parkinsonian Patient Restores Plasticity ..........................62

Fig. 14 L-DOPA treatment of a Parkinsonian Patient Enhances Plasticity .........................63

Fig. 15 Dopamine Enhances Synaptic Plasticity, Population Data .....................................65

Fig. 16 Plasticity at Basal Ganglia Output...........................................................................70

Fig. 17 Aberrant Plasticity in L-Dopa-Induced dyskinesia .................................................78

LIST OF TABLES Tbl. 1 Patient Characteristics ...............................................................................................43

Page 5: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

v

Abbreviations cAMP – Cyclic Adenosine Monophosphate CRE – Ca2+/cAMP responsive element CREB - Ca2+/cAMP responsive element binding protein DBS – Deep Brain Stimulation EPSC – Excitatory Post Synaptic Current fEP – Field Evoked Potential GABA – Gamma-Aminobutyric Acid GPe – External Segment of the Globus Pallidus GPi – Internal Segment of the Globus Pallidus HFS – High Frequency Stimulation L-Dopa - Levodopa LFS – Low Frequency Stimulation LIDs – Levodopa-Induced Dyskinesia LTD – Long Term Depression LTP – Long Term Potentiation MEP – Motor Evoked Potential MSN – Medium Spiny Neurons PAS – Paired Associative Stimulation PD – Parkinson’s Disease PPN – Pedunculopontine Nucleus SC – Superior Colliculus STN – Subthalamic Nucleus SM - Sensorimotor SNARE – soluble N-ethylmaleimide attachment protein receptor SNc – Substantia Nigra Pars Compacta SNr – Substantia Nigra Pars Reticulata UPDRS – Unified Parkinson’s Disease Rating Scale

Page 6: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

vi

1 INTRODUCTION........................................................................................................ 1

1.1 General Introduction ........................................................................................ 1 1.2 Basal Ganglia ..................................................................................................... 3

1.2.1 Direct Pathway .......................................................................................... 6 1.2.2 Indirect Pathway ....................................................................................... 7

1.2.2.1 Substantia nigra pars reticulata .......................................................... 8 1.2.3 Additional Models of Basal Ganglia Function ..................................... 10

1.2.3.1 Centre-Surround ................................................................................. 10 1.2.3.2 Connectivity Model ............................................................................. 12

1.2.4 Movement Disorders ............................................................................... 12 1.3 Parkinson’s Disease ........................................................................................ 13

1.3.1 Etiology .................................................................................................... 14 1.3.2 Models of Parkinson’s Disease ............................................................... 16

1.3.2.1 Rate Model ........................................................................................... 16 1.3.2.2 Oscillatory Model ................................................................................ 19

1.3.3 Current Treatments ................................................................................ 20 1.3.3.1 Dopamine Therapy ............................................................................. 20 1.3.3.2 Deep Brain Stimulation ...................................................................... 22

1.4 Synaptic Plasticity ........................................................................................... 24 1.4.1 Long-term potentiation .......................................................................... 25

1.4.1.1 LTP Mechanisms ................................................................................ 26 1.4.2 Long-term Depression ............................................................................ 30

1.4.2.1 LTD Mechanisms ................................................................................ 30 1.4.3 GABAergic Plasticity .............................................................................. 32 1.4.4 Synaptic Plasticity in the Basal Ganglia ............................................... 34 1.4.5 Measuring Plasticity in Human Subjects .............................................. 37 1.4.6 LTP and LTD as Models for Behaviour ............................................... 38

2 OBJECTIVE & HYPOTHESIS ............................................................................ 39 2.1 Objectives......................................................................................................... 39 2.2 Hypotheses ....................................................................................................... 40

3 METHODS .............................................................................................................. 41 3.1 Patients ............................................................................................................. 41 3.2 Surgery ............................................................................................................. 44 3.3 Intraoperative Microelectrode Field Evoked Potentials & Neuronal Recordings ................................................................................................................... 45 3.4 Stimulation....................................................................................................... 49 3.5 Analysis of Neuronal Activity ........................................................................ 51 3.6 Statistics ........................................................................................................... 52

4 RESULTS ................................................................................................................ 53 4.1 fEP Test Sites ................................................................................................... 53 4.2 Field Potential Characteristics ....................................................................... 55 4.3 Paired Pulse Response .................................................................................... 59 4.4 DA Modulation of Synaptic Plasticity in the SNr in PD Patients ............... 61

5 DISCUSSION .......................................................................................................... 66 5.1 Inhibitory Nature of the Field ........................................................................ 66

Page 7: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

vii

5.2 Dopamine and GABA Release ....................................................................... 67 5.3 Dopamine and Plasticity at the Basal Ganglia Output ................................ 68 5.4 Plasticity and Motor Behaviour ..................................................................... 71 5.5 Possible Mechanism for Dopaminergic Modulation of Plasticity in SNr .. 72 5.6 Applicability of Findings to the GPi .............................................................. 74

6 CONCLUSION ....................................................................................................... 76 7 FUTURE STUDIES ................................................................................................ 76

Page 8: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

1

1 INTRODUCTION 1.1 General Introduction

Parkinson’s disease (PD) is a hypokinetic movement disorder characterized by the

loss of dopaminergic projections from the substantia nigra pars compacta (SNc) to

various targets, including the striatum, the input of the basal ganglia. Reduced

dopaminergic input to the striatum is thought to ultimately result in increased neuronal

firing of the inhibitory basal ganglia output and disturbed firing patterns with increased

synchronization (Albin et al., 1989;Brown, 2003;DeLong, 1990;Levy et al., 2002). Such

changes bring about bradykinesia, rigidity, tremor, and postural instability, although the

underlying mechanisms leading to these symptoms are still poorly understood. Currently,

levodopa (L-Dopa) administration is the most common and effective therapeutic

treatment. However, long-term L-Dopa treatment is not without its own serious side

effects. Abnormal involuntary movements (dyskinesias) are motor complications that

develop following prolonged treatment in the majority of PD patients (Obeso et al.,

2000a;Obeso et al., 2000b).

In addition to its dopaminergic nigrostriatal projections, the SNc also sends

ventrally projecting dendrites to the SNr (Cheramy et al., 1981;Geffen et al., 1976;Korf et

al., 1976;Robertson et al., 1991). However, little is known of the effects of dopamine

released from these ventral SNc projections, either in animal models or humans, despite

the fact that basal ganglia output structures seem intimately tied to dyskinesia. Deep brain

stimulation (DBS) in the subthalamic nucleus (STN), a basal ganglia structure that sends

glutamatergic projections to the SNr and GPi, has proven remarkably efficacious as a

Page 9: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

2

treatment of PD and L-Dopa induced dyskinesia (Kleiner-Fisman et al., 2006;Perlmutter

and Mink, 2006). While STN DBS does not provide a greater degree of benefit for PD

symptoms than optimal therapy with L-Dopa (Krack et al., 2003;Pahwa et al., 2005), it

does lessen the time a patient spends in the “OFF” state when the benefit from an

individual dose of medication has diminished, and permits the reduction of dopaminergic

medications and their adverse side effects including dyskinesia (Jaggi et al.,

2004;Kleiner-Fisman et al., 2006;Moro et al., 1999). DBS appears to mimic the effect of

beneficial lesions instead of exacerbating the hyperactivity in the basal ganglia output

neurons; however, the mechanism of action remains unclear.

Neurophysiological studies in corticostriatal slice suggest that abnormal

involuntary movements such as dyskinesia are the result of alterations to synaptic

plasticity at the basal ganglia input. Long term potentiation (LTP) at the corticostriatal

synapse can be induced with high frequency stimulation (HFS) and reversed with low

frequency stimulation (LFS) in healthy adult Wister rats (Picconi et al., 2003;Picconi et

al., 2008). LTP is absent in dopamine lesioned (6-OHDA) rats, but can be restored with

chronic L-Dopa treatment. Additionally, several paired associative stimulation (PAS)

studies have shown that motor evoked potential (MEP) amplitudes in the motor cortex of

PD patients are modulated by dopaminergic medication state and that these changes are

LTP-like in nature (Morgante et al., 2006;Ueki et al., 2006). PAS increased MEP

amplitude in controls but not in patients OFF medication irrespective of their dyskinesia

state. L-Dopa administration restored the potentiation of MEP amplitudes by PAS in non-

dyskinetic but not dyskinetic patients (Morgante et al., 2006). These findings indicate

that LTP-like plasticity is absent from the motor cortex in a dopamine deprived state and,

Page 10: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

3

taken together, these studies in cortex and striatum suggest that a lack of LTP-like

plasticity caused by the absence of dopamine may play an important role in mediating the

disabling motor symptoms of PD. However, to this point, a suitable methodology for

direct measurement of synaptic plasticity in the human central nervous system has been

lacking (Cooke and Bliss, 2006).

The aim of this study was to characterize synaptic plasticity at the basal ganglia

output during in-vivo recordings in PD patients undergoing implantation of DBS

electrodes in the STN. Employing a novel methodology for evoking and measuring field

evoked potentials (fEPs) in SNr using a pair of microelectrodes, we found that the

amplitude of these positive fEPs was modulated both by tetanizing trains and L-dopa,

implicating extrastriatal dopamine actions in the pathophysiology of PD.

1.2 Basal Ganglia

The basal ganglia consist of a group of interconnected subcortical nuclei that

function in critical motivation, motor planning, and procedural learning functions

(Graybiel et al., 1994;Hikosaka et al., 2000;Yin et al., 2006). Neural circuits within these

nuclei form an integral part of the extrapyramidal motor system, and dysfunction of these

circuits is associated with many prominent neurological disorders including Parkinson’s

disease and Huntington’s disease (Albin et al., 1989;DeLong, 1990), as well as

psychiatric disorders such as obsessive-compulsive disorder (Aouizerate et al., 2004).

These subcortical nuclei, organized in a network fashion of stimulatory and

inhibitory connections and mediated by a range of neurotransmitters, are responsible for

Page 11: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

4

the processing of cortical input. The primary structures are the substantia nigra pars

compacta (SNc) and pars reticulata (SNr), the striatum, the internal and external segments

of the globus pallidus (GPi and GPe), and the subthalamic nucleus (STN).

The most prominent model of basal ganglia motor circuit function was originally

proposed by (Albin et al., 1989) and (DeLong, 1990) and termed the rate model. Derived

from studying human movement disorders, this model is based on the segregation of

information processing into direct and indirect pathways, which act in opposing ways to

control movement (Figure 1). It describes two parallel cortico-basal ganglia-thalamo-

cortical loops that diverge within the striatum and are differentially modulated by

dopamine.

Page 12: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

5

Figure 1 Direct and Indirect Pathways of the Basal Ganglia. In the direct pathway, transiently inhibitory projections from the striatum project to tonically active inhibitory neurons of the SNr and GPi, which project in turn to the VA/VL complex of the thalamus. In this pathway the striatum receives transiently excitatory projections from the cortex and substantia nigra. In the indirect pathway, transiently active inhibitory projections from the striatum project to the tonically active inhibitory neurons of the GPe. The influence of the nigral input the striatum is inhibitory in this pathway. The GPe projects to the STN which also receives an excitatory input from the cortex. The STN in turn projects to the GPi, where it transiently acts to oppose the disinhibition of the direct pathway,

Page 13: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

6

1.2.1 Direct Pathway

Sensorimotor cortex (SM) activation results in excitation of the input structure of

the basal ganglia, the striatum, via glutamatergic corticostriatal projections. In the direct

pathway, the striatum, in turn, sends inhibitory gamma-aminobutyric acid (GABA)

projections to the output nuclei of the basal ganglia, the internal segment of the globus

pallidus and the substantia nigra pars reticulata (Figure 1). The direct pathway of the

basal ganglia is so termed because it directly links the input and output of the basal

ganglia with a single GABAergic projection. These output nuclei then send GABAergic

efferents to the ventrolateral thalamus, a structure responsible for motor control

(Dostrovsky et al., 2002;Parent and Hazrati, 1995a). Thus, SM cortical activity results in

excitation of striatal neurons, inhibition of the GPi and SNr, and disinhibition of the

motor thalamus since diminished output nuclei activity results in less inhibitory drive to

the thalamus

In addition to glutamatergic afferents from the cortex, the striatum also receives

dopaminergic projections from the SNc. Dopamine released in this region binds to the

dopamine D1 and D2 receptors, which are anatomically and functionally segregated

(Wooten, 2001) and involved in the direct and indirect pathways respectively. In the

direct pathway, binding of dopamine to D1 receptors has an excitatory effect on striatal

medium spiny neurons projecting to the output nuclei of the basal ganglia (Figure 1).

The D1 receptor subtype is a G-protein coupled receptor, and its activation

stimulates adenylate cyclase which in turn activates cyclic adenosine monophosphate

(cAMP) and associated cAMP-dependent protein kinases (Missale et al., 1998).

Page 14: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

7

The GPi and SNr also send efferent projections to targets such as the superior

colliculus (SC), involved in oculomotor control (Sparks and Mays, 1990a) (Hikosaka et

al., 2000) and the pedunculopontine nucleus (PPN), a structure increasingly thought to be

involved in movement control (Pahapill and Lozano, 2000;Weinberger et al., 2008a).

1.2.2 Indirect Pathway

As its name implies, the indirect pathway connects the input of the basal ganglia

to the output via two secondary structures: the GPe and STN. In addition to the

striatonigral projections of the direct pathway, the striatum sends GABAergic efferents to

the GPe, which has inhibitory GABA projections to the STN (Figure 1). STN excitation

results in activation of glutamatergic efferents to the GPe and GPi (Kita et al.,

2004;Nambu et al., 2000). Thus, in this pathway, SM activation excites inhibitory striatal

projections to the GPe, which results in less GPe imposed inhibition on the STN,

allowing the STN to excite the output nuclei of the basal ganglia, thereby inhibiting the

premotor centres. Therefore the indirect pathway acts to inhibit movements and is in

opposition to the direct pathway.

As in the direct pathway, dopamine plays an important role in regulating activity

of the indirect pathway. However, unlike the direct pathway, dopamine has an inhibitory

effect on striatal medium spiny neurons projecting to the GPe. Binding of dopamine to

D2 receptors on striatal neurons that project to GPe results in cessation of GABA release.

Like its D1 counterpart, the D2 receptor subunit is a metabotropic G-protein coupled

Page 15: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

8

receptor. In contrast with D1, activation of D2 receptors inhibits the formation of cAMP

by inhibiting adenylate cyclase (Missale et al., 1998)

One can thereby envisage that under normal conditions, the direct pathway serves

to inhibit the GPi/SNr and facilitate movement, while the indirect pathway tends to

prevent or slow movement. Cooperatively the two pathways are thought to regulate

thalamocortical neurons and allow movement to be controlled (Parent and Hazrati,

1995a).

1.2.2.1 Substantia nigra pars reticulata

The substantia nigra is a brain structure located in the mesencephalon that plays

an important role in reward, addiction, and movement. Substantia nigra is Latin for

"black substance", as parts of the substantia nigra appear darker than neighbouring areas

due to high levels of melanin in the dopaminergic pars compacta neurons (Francois et al.,

1984).

The pars reticulata of the substantia nigra (SNr), along with the internal segment

of the globus pallidus (GPi), are the major output nuclei of the basal ganglia. These cell

groups are primarily composed of GABAergic neurons and they integrate inputs from all

upstream basal ganglia structures (striatum, GPe, and STN). From rodents to primates

(including humans), the SNr and GPi innervate thalamic and brain stem nuclei connected

to motor, prefrontal, parietal and temporal associative cortical areas (see review by

Deniau et al., (2007) thereby allowing the basal ganglia access to control of motor,

cognitive, and emotional/motivational processes (Bar-Gad et al., 2003;Francois et al.,

Page 16: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

9

1984;Francois et al., 2002;Takakusaki et al., 2003). As mentioned above, the SNr also

projects to the superior colliculus, which is implicated in orienting behaviour and

oculomotor functions (Hikosaka et al., 2000;Nakamura and Hikosaka, 2006a;Nakamura

and Hikosaka, 2006b;Sparks and Mays, 1990b), and to regions of the pontine tegmentum,

controlling postural tone and locomotion (Grofova and Zhou, 1998;Pahapill and Lozano,

2000;Takakusaki et al., 2004;Weinberger et al., 2008b). Although the precise input–

output relationships of SNr neurons remain to be clarified, the spatial distribution of

neurons within the SNr and the topographic organization of cortico-striato-nigral

projections suggest that the neuronal architecture of SNr provides a mechanism allowing

defined corticostriatal inputs to be directed to specific and functionally associated sites in

the thalamus, superior colliculus and tegmentum (Deniau et al., 2007).

Inactivation studies have tested how altered SNr activity contributes to

parkinsonian motor signs. Interestingly, intra-SNr injections of muscimol, a GABAA

receptor agonist, in the centrolateral region of the SNr improved limb akinesia and

bradykinesia in MPTP monkeys whereas injections in the medial region induced saccadic

eye movements (Wichmann et al., 2001). Additional results from this group have

demonstrated that, while neuronal responses in this region do not always respond directly

to passive or active movements, 21% of neurons show movement-related responses.

Further, a large proportion of neurons show responses that may be related to memory,

attention, and movement preparation (Wichmann and Kliem, 2004). Finally, additional

confirmation of the role of the SNr in movement comes from recent clinical DBS studies.

SNr stimulation in PD patients has been shown to significantly improve gait and balance

(Chastan et al., 2009).

Page 17: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

10

1.2.3 Additional Models of Basal Ganglia Function

1.2.3.1 Centre-Surround

Mink has proposed a model in which the basal ganglia functions through a centre-

surround mechanism (Figure 2). This hypothesis is similar to the rate model in that it

supports the view that the basal ganglia can be separated into segregated direct and

indirect circuits (Mink, 2003). This model posits that the role of the indirect pathway is to

broadly inhibit basal ganglia output, while direct pathway activation is more specific and

leads to a focused facilitation and surround inhibition of motor programs in thalamus,

brainstem and cortex. The anatomical basis for this model is based on the observance of a

broad divergence of a single STN neuron onto many GPi/SNr neurons. When voluntary

movement is generated, cortical motor areas send a corollary signal to the STN which

causes widespread excitation of the GPi and SNr and subsequent inhibition of motor

pattern generators for competing postures and movements. Simultaneously, the motor

cortex sends signals to the striatum which filters and transforms those signals in a

context-dependent manner and then focally inhibits GPi and SNr to remove tonic

inhibition from motor pattern generators involved in the desired movement. The output of

the basal ganglia acts to focally select desired motor mechanisms and broadly inhibit

competing motor mechanisms to allow movement to proceed without interference (Mink,

1996).

Page 18: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

11

Figure 2 Centre-Surround Model of Basal Ganglia Function. Excitatory (green) and inhibitory (red) projections are shown. Relative neuronal efferent activity is shown by thick (high) and thin (low) lines. Input to the striatum or the globus pallidus internal segment (GPi) or the substantia nigra pars reticulata (SNr) can either inhibit (grey) or excite (white) efferent inhibitory neurons. The action of subthalamic nucleus (STN) is also shown. Adapted from (Mink, 2003).

Page 19: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

12

1.2.3.2 Connectivity Model

Using computational network models of the STN and GPe in the indirect

pathway, Terman et al. (2002) highlighted the role of the coupling architecture in the

network, and associated synaptic conductances, in modulating activity patterns displayed

within the network (Terman et al., 2002). In this connectivity model, depending on the

arrangements and strengths of synaptic connections within and between cellular

populations, different cell firing patterns emerge. These patterns can include clustering,

propagating waves, and repetitive spiking. The network can be switched from irregular

uncorrelated spiking to correlated rhythmic patterns by increasing striatal input while at

the same time weakening intrapallidal inhibition (Bevan et al., 2002;Terman et al., 2002).

Therefore, altering the dopamine level could have profound effects on network activity

since it could directly alter striatal activity. A shortcoming of this model is that it is

limited to a small sub-circuit of the basal ganglia, and as such, fails to predict how

changes in synaptic weights (e.g. caused by changes in DA levels) would affect the

output of the basal ganglia.

1.2.4 Movement Disorders

Much of the insight into basal ganglia function has been provided from studying

human neurological diseases that involve the basal ganglia. Movement disorders that

result from basal ganglia damage and/or dysfunction are often dramatic and, depending

on the site of the lesion, can cause extreme slowness of movement and rigidity, or

Page 20: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

13

uncontrollable involuntary postures and movements (Mink, 1996). These diseases include

degenerative diseases like Parkinson’s or Huntington’s disease, destructive lesions

resulting from vascular accidents like hemiballismus, and a variety of conditions of

unknown cause that may arise through, for example, changes in synaptic communication.

1.3 Parkinson’s Disease

First described by James Parkinson in 1817, Parkinson’s disease is a progressive

neurological disease that affects multiple brain systems that regulate motor function,

mood, perception and cognition (Cummings, 1999;Parkinson, 1817). Affecting in excess

of 3% of people over the age of 65 worldwide (Zhang and Roman, 1993), PD has a mean

age of onset of approximately 60 years (Hughes et al., 1993) with 90-95% of PD cases

first manifesting symptoms after age 40 (Lang and Lozano, 1998a).

PD is characterized by the loss of dopaminergic projections from the SNc to

various targets, including the striatum, the input of the basal ganglia. Reduced

dopaminergic input to the striatum is thought to result in increased neuronal firing of the

inhibitory basal ganglia output and disturbed firing patterns with increased

synchronization (Albin et al., 1989;Brown, 2003;DeLong, 1990;Levy et al., 2002). It is

estimated that 60-70 % of dopaminergic neurons are lost by the onset of symptoms (Kish

et al., 1988;Lang and Lozano, 1998a).

The main symptoms of PD include: i) tremor at rest; ii) slowness of movement

(bradykinesia); iii) paucity of movement (akinesia); iv) muscular rigidity; and, v)

abnormally flexed posture with postural instability (Lang and Lozano, 1998a;Lang and

Page 21: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

14

Lozano, 1998b). The manifestation of PD symptoms can be highly variable from one

individual to the next. Some may have severe bradykinesia with minimal rigidity, others

may have the opposite and still others may have both equally. The diagnosis of PD is

made on the basis of clinical criteria that evaluate the presence and asymmetry of these

symptoms and a good response to levodopa. However, definitive diagnosis of PD can

only be made through a post-mortem neuropathological examination, as there is no

biological marker to date that unequivocally confirms the presence of the disease (Lang

and Lozano, 1998b).

1.3.1 Etiology

The pathogenesis of PD remains unknown, but pathological, genetic and

epidemiologic evidence suggests that several etiologies may result in the PD phenotype.

Lewy bodies are eosinophilic hyaline inclusions that have been suggested to be

pathogenic because they are consistently observed post-mortem in selectively vulnerable

neuronal populations (Lang and Lozano, 1998a). However, some have argued that Lewy

body formation is not specific to PD and the pervasiveness of Lewy bodies has been

found to increase in non-PD brains with age (Gibb and Lees, 1988). This would seem to

argue against a causal relationship to PD, but it’s possible that Lewy bodies in non-PD

brains are a precursor to disease.

Excitotoxic mechanisms have also been implicated in SNc degeneration.

Excessive N-methyl-d-aspartate (NMDA) receptor activation can trigger, through a

cascade of events, augmented intracellular calcium concentrations, mitochondrial DNA

Page 22: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

15

damage, and eventually cell death (Dawson and Dawson, 2004). These models are

consistent with findings of selective preservations of SNc dopamine neurons that are

capable of buffering changes in intracellular calcium levels (Damier et al., 1999;Lang and

Lozano, 1998a).

Other PD-pathogenic models propose that dysfunction in the electron transport

chain in mitochondria leads to reduced energy production and eventually to cell death.

This predisposes dopamine neurons to toxic insults or genetic deficiency and increases

the vulnerability of these neurons to apoptosis (Lang and Lozano, 1998a). These models

are supported by evidence that 1-Methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP), a

neurotoxin known to selectively kill dopamine neurons, inhibits complex 1 of the

electron transport chain (Beal, 2003). Furthermore, PD subjects show a 30-40 % decrease

in complex 1 activity in SNc (Mann et al., 1992).

Evidence supporting a genetic etiology for PD is derived from genotyping

kindreds with rare inherited forms of the disease. Certain gene mutations are associated

with PD, i.e. α-synuclein, LRRK2, parkin, DJ-1 and PINK. Autosomal dominant

mutations in α-synuclein lead to aggregation of α-synuclein proteins and is thought to be

the precursor for Lewy body formation (Cookson, 2005). Also inherited in an autosomal

dominant manner, LRRK2 is a protein kinsase and overactivity of protein kinases can

mediate neurotoxicity (Klein and Lohmann-Hedrich, 2007). Parkin is an E3 ubiquitin

ligase and a parkin mutation is thought to impair the ubiquitin-proteosome-mediated

hydrolysis of damaged or misfolded proteins (Cookson, 2005;Eriksen et al., 2005).

Therefore mutations in the parkin gene might cause accumulation of proteins, some of

which may be neurotoxic, and may also be causal for Lewy body formation. The gene

Page 23: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

16

product functions of DJ-1 and PINK remain unclear but both appear to protect against

mitochondrial damage (Martella et al., 2009). Mutations in DJ-1 or PINK would render

dopamine neurons susceptible to mitochondrial damage, leading to cell death.

Finally, epidemiological studies have reported that living in a rural area, drinking

well water, farming, and exposure to pesticides may be risk factors for developing PD

(Priyadarshi et al., 2001), suggesting there are environmental factors found in rural

environments that may cause PD.

Despite a large body of work, PD remains an incurable, progressive, idiopathic

movement disorder with several suspected or implicated etiologies, the hallmark of which

is loss of dopamine neurons from the basal ganglia.

1.3.2 Models of Parkinson’s Disease

1.3.2.1 Rate Model

As mentioned above, the rate model of basal ganglia activity is based on the

segregation of information processing into direct and indirect pathways, which act in

opposing ways to control movement (Figure 1). Originally proposed by (Albin et al.,

1989) and (DeLong, 1990), the rate model was derived from studying animal models of

movement disorders and describes two parallel cortico-basal ganglia-thalamo-cortical

loops that diverge within the striatum and are differentially modulated by dopamine. In

PD, the rate model postulates that with the loss of dopaminergic input to the striatum,

there is a reduced drive in the direct pathway from the striatum to the output nuclei of the

basal ganglia, and an increased drive in the indirect pathway through GPe and STN.

Page 24: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

17

These alterations in activity result in the increased activity of basal ganglia output nuclei,

ultimately resulting in the excess inhibition of thalamic and cortical activity which

impairs voluntary movements (Figure 2). This model predicts that parkinsonian

symptoms should be improved by the ablation or inactivation of the STN and GPi. When

this was proven to be the case in MPTP-treated monkeys (Aziz et al., 1992;Bergman et

al., 1990), these structure became key targets for DBS therapy (discussed in more detail

below).

However, the rate model appears incomplete as it fails to explain why a

pallidotomy, which reduces the inhibitory basal ganglia output to the thalamus, improves

symptoms for both hypokinetic and hyperkinetic movement disorders (Marsden and

Obeso, 1994). Additionally, anatomical studies in the basal ganglia have revealed i) a

subpopulation of MSNs that co-express D1 and D2 receptors (Surmeier et al., 1996), and

ii) striatal neurons projecting to the GPi and SNr can also send axon collaterals to the

GPe (Kawaguchi et al., 1990), suggesting that the direct and indirect pathways are not

completely segregated.

Furthermore, dopamine can have dramatic effects in regions of the basal ganglia

other than the striatum. Indeed, nigral dopamine depletion has been shown to impair

motor performance independent of striatal dopamine neurotransmission, while increased

nigral dopamine release can counteract striatal dopamine impairments (Andersson et al.,

2006).

Page 25: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

18

Figure 3 Basal Ganglia dysfunction in Parkinson’s disease as predicted by the rate model. In PD, the dopaminergic inputs provided by the SNc are diminished (thinner arrows), making it difficult to generate the transient inhibition from the striatum. This ultimately results in an increased activity in the output nuclei leading to increased inhibition on the glutamatergic excitation of the motor cortex and a subsequent reduction in movement, observed in patients as bradykinesia.

Page 26: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

19

1.3.2.2 Oscillatory Model

Popularized by Brown’s group in London, the oscillatory model of PD postulates

that excessive and oscillatory synchronization of neuronal activity occurs in the basal

ganglia in PD and that this activity has a predilection for the beta frequency band centred

around 20 Hz (Brown, 2003). This hypothesis has gained strength on the support of intra-

operative recordings in PD patients that demonstrate locking of neuronal discharges in

the STN to beta oscillatory local field potentials (Kuhn et al., 2005;Weinberger et al.,

2006;Weinberger et al., 2009). How this synchronization ultimately impairs motor

function is unclear but one idea is the “noisy signal hypothesis”. In the parkinsonian state,

only partial processing is possible in the basal ganglia as the synchronous activity

effectively acts as a disruptive ‘noisy signal’ and is worse than a fixed and unfamiliar

patterning of activity when passed on to other processing units like the cortex (Brown and

Eusebio, 2008).

Since this model’s inception, it has become clear that beta synchrony may relate

to some but not all elements of motor impairment in Parkinson's disease, and the jury is

still out on its quantitative importance and the means by which it might disturb motor

processing (Eusebio and Brown, 2009). One thing that seems reasonably clear, however,

is that beta synchrony is a good biomarker of the conventional akinetic-rigid state in both

patients (Hammond et al., 2007) and many animal models of parkinsonism (Costa et al.,

2006;Mallet et al., 2008b;Mallet et al., 2008a;Sharott et al., 2005).

An unresolved question is whether there is something particularly important about

certain frequencies of pathologically synchronized oscillation or whether it is the

Page 27: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

20

oscillatory synchronization per se, rather than the precise frequency that is more relevant.

Most patients show evidence of synchronization in the beta frequency band, but this tells

us more about the resonance frequencies of circuits in the absence of dopaminergic input

than whether synchronization with a lower or higher frequency might be just as

pathogenic if it were to occur. Indeed, one report suggests that within certain limits (8–35

Hz), changes in synchronization rather than frequency correlate better with levodopa-

induced improvement in bradykinesia and rigidity (Kühn et al., 2009). At even higher

frequencies, however, there seems to be no antikinetic effect, but rather a possible

favouring of movement (Brown, 2003).

1.3.3 Current Treatments

1.3.3.1 Dopamine Therapy

The dopamine precursor levodopa (L-Dopa) was discovered in the 1960’s

(Cotzias et al., 1967) and remains the most effective drug for controlling PD

symptomatology. L-Dopa is typically administered orally in combination with a dopa-

decarboxylase inhibitor (such as benserazide or carbidopa) to prevent its metabolism

prior to crossing the blood brain barrier (Boshes, 1981). Once across this barrier, L-Dopa

is internalized by residual nigral dopaminergic neurons and converted to dopamine by

aromatic L-amino-acid dopa-decarboxylase. Once converted and packaged in vesicles,

dopamine can be released to stimulate dopamine receptors on post-synaptic striatal cells

(Thanvi and Lo, 2004) and restore some semblance of its original function. L-Dopa

significantly improves bradykinesia and akinesia (Vingerhoets et al., 1997) and also

Page 28: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

21

improves, to varying degrees, rigidity and tremor, hypometria, the performance of

complex tasks, and the generation of internally cued movements (Beckley et al.,

1995;Benecke et al., 1987;Burleigh-Jacobs et al., 1997;Yuill, 1976).

An unfortunate side effect of L-Dopa usage is that patients typically develop

severe and uncontrollable motor fluctuations, called dyskinesias, after prolonged

exposure (Obeso et al., 2000a;Obeso et al., 2000b). L-Dopa-induced dyskinesias are

observed in the majority of patients who have been treated for 5–10 years with L-Dopa

(Schrag and Quinn, 2000). These motor complications are difficult to treat and become a

major contributor to disability in some patients. Why long-term use of L-Dopa results in

dyskinesias remains unclear (Dunnett, 2003). Dyskinesias could be the result of strong

compensatory processes by which the striatum adapts to disruption of the nigral

dopaminergic projections to the striatum (Zigmond et al., 1990), such as increasing

presynaptic dopamine release and the sensitivity of postsynaptic dopamine receptors on

striatal neurons (Ungerstedt, 1971;Zigmond et al., 1990). In this scenario, dyskinesias

would arise when agonist drugs or L-Dopa interact with sensitized receptors. However,

dyskinesias can develop independent of the level of denervation and receptor sensitivity

(Dunnett, 2003). Alternatively, dyskinesia may be the result of an aberrant form of

synaptic plasticity in striatal neurons, related to L-Dopa acting on the dopaminergic

regulation of plasticity at corticostriatal synapses (Calabresi et al., 2007;Centonze et al.,

1999;Picconi et al., 2003;Picconi et al., 2005), a hypothesis that will be expanded upon in

later sections.

One strategy to reduce the risk for motor complications is the use of dopamine

receptor agonists which have been proven safe and effective as initial therapy in early

Page 29: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

22

stages of Parkinson's disease. However, it is still controversial whether the use of these

agonists must be started early, as opposed to initiation only after the L-Dopa

complications develop (Ahlskog, 2003). Dopamine agonists such as bromocriptine,

pergolide and apomorphine have a longer half life than levodopa and bind at post-

synaptic receptor sites independently of the dopamine terminal (Junghanns et al., 2004),

thereby reducing receptor sensitivity and the development of motor complications.

However, dopamine agonists are not without their own adverse effects, including nausea,

hypotension, hallucinations and edema.

1.3.3.2 Deep Brain Stimulation

Surgical treatment of PD using deep brain stimulation (DBS) can provide

additional help for selected patients whose symptoms are not controlled sufficiently by

medication. DBS has progressively replaced brain lesioning, such as thalamotomies and

pallidotomies, over the last 20 years (Limousin and Martinez-Torres, 2008). DBS in the

ventro-intermediate nucleus of the thalamus was the target for these early procedures, and

was performed contralateral to thalamotomies to reduce morbidity of bilateral

procedures, primarily on speech and balance (Benabid et al., 1987).

The procedure involves implantation of an electrode into the target region using

stereotactic neurosurgical techniques (detailed in (Lemaire et al., 2007). The electrode

lead is then connected with an extension wire to a programmable pulse generator that is

implanted below the clavicle. The stimulation parameters are programmed to achieve

maximal clinical benefit using non-invasive radio-telemetry. The clear advantage of DBS

Page 30: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

23

over lesioning is that there is minimal destruction of brain tissue and the electrode can be

potentially removed or repositioned without creating permanent damage (Lozano and

Mahant, 2004).

While thalamic DBS provided a positive effect on tremor, it provided a limited

effect on other cardinal PD symptoms (Limousin and Martinez-Torres, 2008). This

limited effectiveness led to the application of the DBS procedure on new targets, the STN

and GPi. The GPi was chosen based on the noted similarities of the effect of a lesion and

HFS to the thalamus and the familiarity on the effect of pallidotomies (Laitinen et al.,

1992). The STN was chosen based on research on MPTP-treated monkeys; these animals

exhibited excessive STN activity (Bergman et al., 1994) and improvement of

parkinsonian symptoms with lesions or STN HFS (Aziz et al., 1992;Bergman et al.,

1990).

STN has increasingly become the preferred target for DBS for PD as it has been

found to have a positive effect on a wide range of symptoms. OFF motor symptoms can

show a dramatic improvement of 40%-60% (Limousin and Martinez-Torres, 2008) while

bradykinesia, rigidity, tremor, and axial symptoms also improve (Kleiner-Fisman et al.,

2003;Krack et al., 2003;Schupbach et al., 2005). L-Dopa-induced-dyskinesias also

improve over time, mostly due to a reduction in medication dosage in the range of 30% to

50% (Limousin and Martinez-Torres, 2008).

While the therapeutic benefits of DBS are clear, its mechanism of action remains

debatable. It is unclear whether the therapeutic effects are local or system-wide, or even

whether the effects are related to inhibition or excitation. Several studies have reported

inhibition of neuronal activity locally during HFS in the GPi (Dostrovsky et al., 2000)

Page 31: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

24

and STN (Filali et al., 2004) of humans, and GPi in primates (Boraud et al., 1996). Other

studies have examined the effect of HFS on downstream targets, and the findings suggest

an activation of efferent axons either directly or through activation of local cell bodies to

axon initial segments (Anderson et al., 2003;Hashimoto et al., 2003). Recent work has

shown that HFS affects other properties of firing patterns such as oscillatory and burst

activity (Brown et al., 2004;Dorval et al., 2008;Kuhn et al., 2006;Xu et al., 2008)

suggesting that DBS may suppress the proposed pathological patterns of activity in the

basal ganglia.

Presently, there is no surgical alternative to DBS. Dopaminergic cell transplant

and intraputaminal delivery of glial cell line-derived neurotrophic factor have shown

some improvement in a limited patient set, but these procedures have been stopped

because of side effects, such as worsening dyskinesia, and inconsistencies of the

treatment effect (Gill et al., 2003). Other forms of restorative treatment, in particular gene

therapy, are under investigation (Kaplitt et al., 2007). These approaches might someday

replace DBS for many patients.

1.4 Synaptic Plasticity

Neurons connect to one another via synapses, which are the primary site of

information transmission in the nervous system. Information storage, including memory

and behavioural adaptation, is believed to emerge from changes in neuronal transmission,

both over short- and long-term time frames, a property known as synaptic plasticity. The

earliest hypotheses on mechanisms of information storage date back to the late 19th

century, where theorists proposed that increased utilization of circuits either strengthened

Page 32: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

25

existing circuits or promoted the formation of new circuits (Tanzi, 1893). Hebb famously

put forward the modern formulation of this theory stating that “when an axon of cell A is

near enough to excite a cell B and repeatedly or persistently takes part in firing it, some

growth process or metabolic change takes place in one or both cells such that A's

efficiency, as one of the cells firing B, is increased” (Hebb, 1949).

We now know that synaptic plasticity takes many forms and occurs in many

regions of the central nervous system. Plastic change can occur and decay rapidly and

involves post-translational modifications of synaptic proteins while being protein-

synthesis independent (Raymond, 2007). Additionally, some forms of plasticity can be

dependent on protein synthesis but independent of gene transcription, while other forms

can be more persistent and depend on both gene transcription and protein synthesis

(Raymond, 2007). It is a highly regulated process emerging from complex interactions

occurring not just at the synapse, but also on a molecular, cellular, and system level.

1.4.1 Long-term potentiation

The central nervous system uses short- and long-term changes in synaptic strength

in neuronal circuits to process large amounts of information. One such change, or

activity-dependent modification, is long term potentiation (LTP). Studied extensively in

the hippocampus, LTP is a sustained increase in synaptic strength that is elicited

following short trains of high frequency or patterned stimulation. LTP has long been

thought to play a crucial role in memory formation and learning as a result of its

properties (rapid generation, input specificity, associativity, and long lasting nature)

Page 33: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

26

(Bliss and Lomo, 1973;Nicoll et al., 1988) and the observation that LTP-like activity

occurs in brains of animals learning a behavioural task (Berger, 1984;Moser et al., 1994).

Further evidence for a link between LTP and learning and memory is provided by studies

where pharmacological blockade of LTP disrupts behavioural learning (Davis et al.,

1992).

1.4.1.1 LTP Mechanisms

Classically, activity-dependent LTP occurs at glutamatergic synapses containing

the NMDA receptor. This receptor is permeable to Ca2+, but is blocked by physiological

concentrations of Mg2+. Depolarization expels Mg2+ from the NMDA receptor channel

which in turn allows Na2+ and Ca2+ ions to pass into the postsynaptic cell (Nicoll, 1998).

The Ca2+ ions that enter the cell serve as a second messenger and activate postsynaptic

protein kinases (Nicoll and Malenka, 1999). Through a cascade of events, these kinases

can act postsynaptically to cause insertion of new AMPA receptors into the postsynaptic

spine, thereby increasing the postsynaptic cell’s sensitivity to glutamate (Malenka and

Bear, 2004). These changes occur rapidly, are post-translational in nature, and can last for

hours to days (Malenka and Bear, 2004) (Figure 4).

Ultimately, the changes resulting from the interactions of various signal

transduction pathways can be translated into even longer-term effects by downstream

changes in gene expression. This late phase of LTP is initiated by transcription factors

such as CREB, which mediates gene expression through a Ca2+/cAMP responsive

element (CRE) on target genes (Squire and Kandel, 1999). CREB is continuously

Page 34: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

27

expressed but can only bind CRE and influence transcription upon its phosphorylation

(Gonzalez and Montminy, 1989;Montminy and Bilezikjian, 1987;Yamamoto et al.,

1988). Phosphorylation of CREB occurs via multiple pathways; activated PKA can

rapidly phosphorylate CREB (Gonzalez and Montminy, 1989), as can multiple Ca2+

/calmodulin-dependent kinases (CaMKs) (Bito et al., 1996;Dash et al., 1991;Kasahara et

al., 2001). Functionally, by altering gene expression, this late phase LTP can produce

additional transcriptional regulators and even aid new synapse construction (Engert and

Bonhoeffer, 1999) (Figure 4).

Page 35: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

28

Figure 4 Mechanisms responsible for long-lasting changes in synaptic transmission during LTP. A) Depolarization removes the Mg2+ block from the NMDA receptor and allows Ca2+ entry. Ca2+ activates postsynaptic protein kinases which, through a cascade of events, can act to insert new AMPA receptor into the postsynaptic terminal. B) The late component of LTP alters gene expression. PKA or CaMKs phosphorylate and activate CREB, a transcriptional regulator, which can turn on specific genes that can alter synapse structure and affect the activity of various transcriptional regulators. (Adapted from Squire and Kandel, 1999)

In addition to postsynaptic changes, presynaptic changes can cause increased or

decreased synaptic activity. By altering the release properties of vesicles carrying

neurotransmitter, the synapse has an additional site and mechanism for regulation. Best

understood in the gill withdrawal response of Aplysia, presynaptic facilitation can

produce enhanced synaptic activity independent of the postsynaptic LTP response

discussed above. A tail shock activates sensory neurons which in turn excite serotonergic

Page 36: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

29

interneurons (Abrams, 1985). Serotonin release activates adenyl cyclase and produces

cAMP (Abrams, 1985). cAMP then activates PKA which phosphorylates key targets

involved with exocytosis, such as P/Q-type voltage-activated Ca2+ channels (to enhance

Ca2+ influx), synapsins (to enhance vesicle trafficking), and soluble N-ethylmaleimide

attachment protein receptor (SNARE) (to enhance vesicle docking, priming, and fusion)

(Arias-Montano et al., 2007). As in the general LTP mechanism discussed above,

prolonged serotonergic stimulation and subsequent PKA activation can result in changes

in gene expression during presynaptic facilitation (Pittenger and Kandel, 2003). PKA

activates CREB, and it can also activate another kinase, p42 MAPK (Martin et al., 1997).

Both CREB and p42 MAPK can move to the nucleus of the presynaptic cell and bind /

phosphorylate key targets which have various downstream effects, including alterations

of PKA activity and synapse growth.

Another cAMP-dependent presynaptic form of LTP has been described in the

hippocampus at mossy fiber synapses, the junction between the axons of dentate gyrus

granule cells and the proximal apical dendrites of CA3 pyramidal cells. Similar to the gill

withdrawal response in Aplysia, mossy fiber LTP involves a PKA-dependent, long-

lasting modification of the presynaptic release machinery, ultimately causing an

increased probability of transmitter release as well as the recruitment of new or

previously silent release sites (Reid et al., 2004;Tong et al., 1996). This form of LTP does

not require the activation of NMDARs. Rather, it relies on an activity dependent rise in

intracellular calcium concentration in presynaptic terminals and it appears that activation

of presynaptic kainate receptors by endogenous glutamate plays a role in facilitating

mossy fiber LTP (Contractor et al., 2001;Lauri et al., 2003;Schmitz et al., 2003).

Page 37: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

30

1.4.2 Long-term Depression

For changes in synaptic plasticity to be useful, processes other than LTP must

exist that serve to selectively weaken synapses. Long-term depression (LTD) has been

described as one such way to decrease synaptic strength. Like LTP, LTD has been

studied extensively in the CA1 region of the hippocampus. Much study has also focused

on LTD at Purkinje cells of the cerebellum. While the LTD mechanisms are not simply

the mechanistic reversal of LTP, the net effect at excitatory synapses is the internalization

of AMPA receptors on the postsynaptic membrane, thereby decreasing the postsynaptic

cell’s sensitivity to glutamate (Malinow and Malenka, 2002). Although some collective

processes exist, molecular, biochemical, electrophysiological and pharmacological

studies all point to several distinct induction and maintenance mechanisms for this form

of synaptic plasticity (Braunewell and Manahan-Vaughan, 2001).

1.4.2.1 LTD Mechanisms

LTD is best understood in terms of two mechanism; LTD triggered by NMDAR

activation, and LTD triggered by mGluR activation. Whereas NMDAR dependent LTP in

the CA1 region requires brief high frequency stimulation, NMDAR dependent LTD in

this region is induced by much longer trains (>900 stimuli) of low frequency stimulation

(0.5-5 Hz) (Malenka and Bear, 2004). Inhibition of NMDARs blocks LTD (Dudek and

Bear, 1992), and activation of NMDARs induces it (Cummings et al., 1996;Kandler et

al., 1998;Li et al., 2004). As mentioned above in the LTP discussion, NMDARs allow

Page 38: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

31

Ca2+ entry in to the cell. Furthermore, intracellular uncaging of Ca2+ via photolysis is

sufficient to induce LTD (Yang et al., 1999). Therefore, Ca2+ entering the postsynaptic

cell through the NMDAR as a trigger for LTD emerged as a model. Like LTP, however,

the quantitative characteristics of the postsynaptic Ca2+ signal required to trigger LTD

remain to be determined (Malenka and Bear, 2004). Once inside the postsynaptic cell,

Ca2+ activates protein phosphatases. These phosphatases act to dephosphorylate key

targets, including PKC and PKA substrates (Hrabetova and Sacktor, 2001;Kameyama et

al., 1998;van Dam et al., 2002) and AMPARs (Lee et al., 1998;Lee et al., 2000). This

dephosphorylation ultimately leads to either lower AMPAR channel opening probability

(Banke et al., 2000) or rapid internalization of AMPARs (Banke et al., 2000;Beattie et al.,

2000;Carroll et al., 1999;Lee et al., 2002).

Mechanistically distinct forms of mGluR-dependent LTD are also found in the

CA1 region of the hippocampus (Oliet et al., 1997), as well as in Purkinje cells of the

cerebellum (Ito et al., 1982). In these cases, glutamate binds and activates mGluRs on the

postsynaptic membrane, a G-protein coupled receptor capable of inducing signal

transduction cascades. mGluR activation produces several second messengers which in

turn activate PKC. PKC then phosphorylates key substrates on certain AMPA receptors

leading to endocytosis of AMPA receptors comprised of the subunits GluR2 and GluR3

(Chung et al., 2003;Wang and Linden, 2000).

A presynaptically expressed form of mGluR-dependent LTP has also been

described in the hippocampus. Treatment with the mGluR agonist DHPG [(RS)-3,5-

dihydroxyphenylglycine] causes a long-lasting increase in paired-pulse ratios (paired

pulse facilitation) and decrease in the success rate of dendritically recorded EPSCs

Page 39: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

32

without affecting their potency (Fitzjohn et al., 2001). The phenomena of paired-pulse

facilitation and depression are well known forms of synaptic plasticity. They are

expressed in electrophysiological experiments as changes in the amplitude of a test EPSC

evoked by a second presynaptic spike that follows the first (conditioning) one in the

paired-pulse paradigm (Zucker and Regehr, 2002).

Further experiments found that presynaptic vesicle release was reduced under

these conditions (Zakharenko et al., 2002), while the postsynaptic sensitivity to AMPA

and glutamate remained unaltered (Rammes et al., 2003;Tan et al., 2003).

1.4.3 GABAergic Plasticity

Like excitatory connections, many recent studies have indicated that activity-

dependent forms of synaptic plasticity, such as LTP and LTD, can play a role in the

establishment and regulation of functional inhibitory synaptic connections (Gaiarsa,

2004). As described above, long term changes in the strength of synaptic efficacy at

excitatory synapses can be accounted for by at least three non exclusive mechanisms: i)

modifications in the probability of transmitter release, ii) modifications in the number or

properties of receptors at functional synapses, and iii) modifications in the number of

functional synapses through either pre- or post-synaptic mechanisms as a result of

changes in gene expression. Of these mechanisms, the first two have also been

characterized at inhibitory GABAergic synapses and will be covered below.

Changes in the probability of transmitter release have been reported at

GABAergic synapses (Caillard et al., 1999a;Caillard et al., 1999b), with modifications

Page 40: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

33

occurring in the number of functional releasing sites. One study showed that ~30% of

postsynaptic GABAA receptors are associated with non-functional presynaptic terminals

in hippocampal cultures (Kannenberg et al., 1999), suggesting the existence of

presynaptically silent GABAergic synapses. Such a scenario might indicate a presynaptic

mechanism of switching on or off neurotransmitter release (Gaiarsa et al., 2002).

Changes in the properties of receptors via alterations in postsynaptic intracellular

Ca2+ levels (and subsequent signal transduction cascades) have also been reported at

GABAergic synapses (Gaiarsa et al., 2002). In the CA1 region of the adult hippocampus,

HFS induces NMDA-dependent LTP of GABAergic synapses (Wang and Stelzer, 1996).

The suggested mechanism involves an increase in the efficacy of postsynaptic GABAA

receptors, induced by activation of the Ca2+-sensitive phosphatase calcineurin (Lu et al.,

2000).

Similarly, changes in the number of available GABA receptors have been shown

to affect the synaptic efficacy at inhibitory synapses. In an experimental model of

temporal lobe epilepsy, a direct relationship between the number of synaptic GABAA

receptors and the quantal size at potentiated GABAergic synapses has been found in the

adult dentate gyrus (Nusser et al., 1998). Insertion of new GABAA receptors is thought to

underlie the increase in amplitude of IPSCs. Additional evidence of this mechanism

occurring at GABAergic synapses comes from cultured hippocampal cells. Blocking

clathrin-dependent endocytosis of GABAA receptors in these cells causes a large increase

in quantal size (Kittler et al., 2000).

In summary, several mechanisms for the induction and maintenance of long-term

plasticity have been reported at inhibitory synapses in different brain regions. Not

Page 41: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

34

surprisingly, all of these forms of plasticity, like their excitatory counterparts, are

triggered by changes in intracellular Ca2+ concentrations.

1.4.4 Synaptic Plasticity in the Basal Ganglia

While the hippocampus has long been the focus of plasticity studies, many other

brain regions have been shown to undergo plastic changes, including the basal ganglia.

To this point, the majority of work on synaptic plasticity in the basal ganglia has been

directed at the glutamatergic corticostriatal synapse, primarily because of the positioning

of the striatum as a major input structure of the basal ganglia. Notably, this synapse is

also under the neuromodulatory control of dopamine. Resultantly, much work has been

focused on the hypothesis that dopamine plays a key role in long-lasting changes in

neural responses occurring in this region (see review by (Wickens, 2009)).

Indeed, evidence from the Calabresi laboratory strongly supports a role of

synaptic plasticity in PD pathology and/or symptomatology, brought about by changes in

striatal dopamine levels as a result of the disease’s progression. This group reported that

corticostriatal LTD could not be induced in slices prepared from 6-OHDA dopamine-

depleted rats, but could be restored by bath application of exogenous dopamine, or co-

application of both D1 and D2 receptor agonists (Calabresi et al., 1992;Calabresi et al.,

1994). Furthermore, LTD could be prevented from occurring at the corticostriatal

synapse in normal slices by pretreatment with either D1 or D2 antagonists (Calabresi et

al., 1992;Calabresi et al., 1994). These long-lasting reductions in synaptic strength are

thought to be initiated postsynaptically but expressed presynaptically via a 2nd messenger,

Page 42: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

35

here an endocannabinoid that travels from the postsynaptic cell and activates presynaptic

CB1 receptors (Kreitzer and Malenka, 2008).

The basic model that has emerged is that HFS in or near the dorsolateral striatum

stimulates both glutamatergic and dopaminergic fibers while also activating L-type Ca2+

channels. HFS-induced elevations of glutamate activate postsynaptic mGluRs, while

increases in dopamine activate D2 receptors. Activation of mGluRs and L-type Ca2+

channels leads to endocannabinoid production and release (Hashimotodani et al., 2005)

while D2 receptor activation serves to enhance the production of endocannabinoids

(Giuffrida et al., 1999). Endocannabinoids are then released from striatal MSNs and

activate CB1 receptors of the excitatory presynaptic cell leading to the induction of

presynaptic inhibition of neurotransmitter release and LTD (Ronesi et al., 2004).

A study using intrastriatal microstimulation obtained results that indicated HFS

could induce robust LTD at indirect-pathway MSNs, but not at direct-pathway MSNs

(Kreitzer and Malenka, 2007). Further, the same study found that direct activation of

mGluRs gave rise to an endocannabinoid-mediated inhibition in indirect pathway but not

direct pathway MSNs, suggesting that indirect-pathway MSNs more readily release

endocannabinoids. Furthermore, the study found that LTD at this synapse is not induced

by depolarization or application of mGluR agonist alone. However, application of a

mGluR agonist in the presence of a D2 agonist is sufficient to induce LTD (Kreitzer and

Malenka, 2007). Thus, dopamine mediates a form of long-lasting inhibition at indirect-

pathway synapses, consistent with i) dopamine as an inhibitor of indirect-pathway

function (Albin et al., 1989), and ii) dopamine as a signal that gates synaptic plasticity

(Schultz, 2002).

Page 43: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

36

In contrast, LTD at direct-pathway MSNs can be blocked by increased dopamine

(Shen et al., 2008), consistent with its role in potentiation of direct-pathway function

(Albin et al., 1989). In accordance with such potentiation, it has also been shown that

Dopamine D1 receptors are involved in striatal LTP (Calabresi et al., 2000), while

dopamine depletion has been shown to block striatal LTP (Centonze et al., 1999).

Whereas D1 and D2 receptors appear to act synergistically to enable LTD, they seem to

operate in opposition during induction of LTP (Centonze et al., 1999); corticostriatal LTP

is blocked by D1 receptor antagonists (Kerr and Wickens, 2001) and lost in mice lacking

the D1 receptor (Centonze et al., 2003), whereas LTP can be blocked using a D2 receptor

agonist and enhanced using a D2 receptor antagonist (Calabresi et al., 1997).

As mentioned above, since PD is primarily characterized by the degeneration of

nigral dopaminergic projections to the striatum, much work has focused on characterizing

the changes induced on striatal neuronal plasticity caused by such disruptions. Notably,

corticostriatal LTP is lost in nigral lesioned 6-OHDA rats but can be restored by chronic

(Picconi et al., 2003) or long-term low-dose (Picconi et al., 2008) L-Dopa treatment. L-

Dopa has long been on the frontline of treatment for PD sufferers, but an unfortunate

consequence of its use is the development of dyskinesias, severe involuntary movements,

in the vast majority of these patients (Obeso et al., 2000a). Interestingly, after the

induction of LTP at corticostriatal synapses, LFS can depotentiate LTP. This

depotentiation is selectively lost in rats that developed a dyskinetic response to L-Dopa

treatment (Picconi et al., 2003;Picconi et al., 2008). Hence, it is conceivable that

pharmacological modulation of corticostriatal synaptic plasticity might prove useful in

the treatment of motor symptoms observed in PD (Picconi et al., 2005).

Page 44: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

37

1.4.5 Measuring Plasticity in Human Subjects

To this point, one experimental paradigm, paired associative stimulation (PAS),

has proven successful in inducing LTP-like changes in human subjects. Developed by

Stefan, PAS measures changes in motor cortex excitability by using low-frequency

median nerve stimulation paired with transcranial magnetic stimulation of the

sensorimotor system of the motor cortex (Stefan et al., 2000). LFS with an interstimulus

interval of at 10 ms decreases motor cortex excitability while at intervals above 25 ms

enhances motor cortex excitability (Wolters et al., 2003). These changes in excitability

are long lasting, region specific, and are blocked by NMDAR or L-type voltage-gated

channel antagonist (Stefan et al., 2002).

This same protocol has been used to demonstrate that PD patients, both dyskinetic

and non-dyskinetic alike, have deficient LTP-like effects in the human motor cortex

(Morgante et al., 2006). Interestingly, this study also found that treatment with L-Dopa

restores potentiation of motor evoked potentials in non-dyskinetic patients but not in

dyskinetic patients. Such results further indicate that PD is associated with aberrant

plasticity and that changes in dopamine levels are intricately tied to changes in plasticity.

Page 45: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

38

1.4.6 LTP and LTD as Models for Behaviour

It should be noted that both LTP and LTD are experimental phenomena which are

used to demonstrate the repertoire of long-lasting changes of which individual synapses

are capable. It has been near impossible for researchers to demonstrate identical synaptic

modifications due to the same mechanisms underlying some form of LTP or LTD

occurring in vivo in response to experience (Malenka and Bear, 2004). However, given

the ubiquity of the assorted forms of LTP and LTD at both excitatory and inhibitory

synapses throughout the brain, and the computational advantage they afford, it seems

certain that the brain takes advantage of its circuits’ capability to express long-lasting

activity-dependent modifications as at least one of the fundamental mechanisms by which

experiences modify neuronal behaviour.

Page 46: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

39

2 OBJECTIVE & HYPOTHESIS

2.1 Objectives

The progressive loss of SNc neurons that characterizes PD pathology leads to

impaired levels of dopamine at the basal ganglia input. However, as touched on in the

opening paragraphs of the Introduction, the SNc also sends ventrally projecting dendrites

to the SNr (Cheramy et al., 1981;Geffen et al., 1976;Korf et al., 1976;Robertson et al.,

1991), and little is known of the effects of dopamine released from these ventral SNc

projections. Alterations in dopamine levels have been shown to be coupled to changes in

synaptic plasticity at the corticostriatal synapse; this study set out to determine if similar

processes were ongoing at basal ganglia output structures, specifically, the extent to

which dopamine modulates synaptic plasticity in the SNr.

During the course of initial intra-operative mapping sessions it was determined

that stimulation in the SNr evoked a positive extracellular field potential in SNr. Since

the SNr receives projections from a variety a structures, both excitatory and inhibitory, it

became clear that determining the nature of this extracellular field would be important,

since it would be alterations in this field’s amplitude which would tell us something about

the plastic properties of basal ganglia output neurons.

To summarize, the two objectives of this study were: i) to determine the nature of

the positive field evoked potential (fEP) we observe in substantia nigra pars reticulata

(SNr) recordings, and ii) to determine the relationship between dopamine and synaptic

plasticity by measuring changes in fEP amplitude following stimulation in PD patients

ON and OFF dopaminergic medication.

Page 47: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

40

2.2 Hypotheses

1 The positive field (fEP) we observe in our recordings of basal ganglia output

neurons is a GABA-mediated field IPSP.

2 Dopamine enhances synaptic plasticity in basal ganglia output neurons.

Page 48: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

41

3 METHODS

3.1 Patients

Using intraoperative microelectrode recordings, we studied 18 patients undergoing

stereotactic surgery for implantation of bilateral STN-DBS electrodes. Patients undergo

STN DBS surgery for the treatment of the cardinal signs of PD: akinesia and

bradykinesia, rigidity and tremor. PD patients are selected for surgery based on clinical

evaluations of each patient’s response to levodopa and the degree to which they suffer

from levodopa-induced dyskinesias (Lang and Lozano, 1998a). The clinical

characteristics of the patients and their daily doses of anti-PD medications are shown in

Table 1. The group, consisting of 14 men and 4 women, had a mean age (± SD) of 58.9 ±

6.8 years and mean disease duration (± SD) of 13.3 ± 4.4 years. Six patients were most

affected on their right side, while nine patients were most affected on their left side.

Three patients were severely affected bilaterally. Patients normally underwent a

minimum of 12 hours of anti-PD medication withdrawal before microelectrode mapping

for DBS implantation, and were awake with local anesthesia for measures of synaptic

plasticity in SNr following completion of the electrophysiological mapping of the STN.

The UPDRS III ON and OFF motor scores given in Table 1 were obtained during patient

work-up for DBS and were taken at an earlier time point. The OFF measures were taken

following 12 hours of anti-PD medication withdrawal while the ON measures were

performed following a dose 20% greater than patients’ normal morning dose. The normal

morning dose is typically 15-25% of the daily dose. Six patients were studied first in the

“OFF” state following 12 hour withdrawal and then in the “ON” state after oral

Page 49: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

42

administration of 100 mg of levodopa (Sinemet 100/25®) in the contralateral

hemisphere. An additional 6 patients were studied only in the OFF state in order to avoid

the occurrence of severe dyskinesia during surgery. In 4 cases the patient was given one

tablet of Sinemet 100/25® immediately before the procedure as it was deemed medically

necessary for the patient (Patients 4, 6, 8, and 9 in Table 1). UPDRS motor scores

indicate that all patients had some degree of motor improvement when ON L-Dopa with

an average improvement (± SD) of 61.5 ± 13.0 % in the ON state. The experiments were

approved by the University Health Network and University of Toronto Research Ethics

Boards. Patients provided written informed consent prior to the procedure.

Page 50: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

43

Table 1 Patient Characteristics

Case Age/Sex/ Worst Side

Disease duration (years)

Medication (Daily Dose)

L-DOPA equivalence

(mg/day)

UPDRS III (OFF/ON)

% Imprv Tests

1 61/M/L 16 L-DOPA 800mg, Pramipexole 2mg,

Amantadine 200mg 1000 40 / 20.5 49 OFF & ON

2 68/M/R 21 L-DOPA 1100mg,

Pergolide 2mg, Selegiline 10mg

1300 31.5 / 13 59 OFF

3 65/M/R 7 L-DOPA 675mg, Pramipexole 2mg 875 48 / 19 60 OFF & ON

4 63/M/L 11 L-DOPA 1400mg,

Amantadine 100mg, Cabergoline 2mg

1500 46 / 16.5 64 ON (2)

5 57/M/L 10 L-DOPA 1500mg 1500 33 / 6 82 OFF 6 54/F/L 10 L-DOPA 300mg,

Ropinirole 16mg 566.66 41 / 18 56 ON 7 57/F/B 9 L-DOPA 1450mg 1450 48 / 18.5 61 OFF

8 70/F/L 15 L-DOPA 412.5mg, Amantidine 100mg, Pramipexole 3mg

712.5 43.5 / 20.5 53 ON (2)

9 66/F/B 15 L-DOPA 1150mg Ropinirole 15mg 1400 40 / 13 67 ON

10 56/M/L 24 L-DOPA 1150mg Tolcapone 300mg Amantidine 200mg

1500 44 / 17.5 60 OFF

11 61/M/L 11 L-DOPA 1100mg 1100 40 / 10 75 OFF (2) 12 58/M/B 13 L-DOPA 1600mg

Entacapone 800mg 1920 32.5 / 24 26 OFF & ON

13 62/M/R 13 L-DOPA 825mg Pramipexole 2.25mg 1150 28.5 / 10 65 OFF

14 54/M/L 17 L-DOPA 650mg

Entacapone 800mg Ropinirole 20mg

1300 19.5 / 7.5 62 OFF & ON

15 62/M/R 9 L-DOPA 1950mg Amantidine 200mg 1950 27.5 / 4.5 84 OFF & ON

16 46/M/R 10 L-DOPA 1450mg Entacapone 200mg 1530 NA NA OFF & ON

17 57/M/L 15 L-DOPA 1600mg Entacapone 800mg 1920 48 / 20.5 57 ON *

18 44/M/R 14 L-DOPA 500mg

Pramipexole 2.25mg Amantidine 300mg

825 52.5 / 18.5 65 ON **

Mean 58.9 ± 6.8 13.3 ± 4.4

===========

1301 ± 409 39.0 ± 8.9 /

15.1 ± 5.5 61.5 ± 13.0

Page 51: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

44

3.2 Surgery

The surgical procedure for stereotactic, microelectrode-guided STN localization

and placement of DBS electrodes (Medtronic Model 3387, Minneapolis, MN) for PD has

been described elsewhere in detail (Hutchison et al., 1998) and will be reviewed briefly

here. Patients’ antiparkinson medications are withheld a minimum of 12 hours before the

surgery. A stereotactic frame is affixed to the patient’s head after local anesthetic is

applied. Pre-operative MR images are obtained and axial images are used to determine

the x-, y- and z co-ordinates of the anterior and posterior commissures with respect to the

stereotactic frame. The pre-operative target is chosen to be the ventral border of STN.

Coordinates of the tentative target are 12 mm lateral to the midline, 2 to 4 mm posterior

to the mid-commissural point and 3 mm below the AC-PC line (Hutchison and Lozano,

2000). Patients lie in a supine position on the operating room table and 5 cm incisions are

made 3 cm lateral to the midline. Burr holes are then drilled at the coronal suture and the

underlying dura mater is opened to allow the microelectrodes access to the brain. Surgical

fibrin glue (Tisseel, Baxter) is used to cover the dural opening and prevent cerebrospinal

fluid loss during the surgery. A Leksell arc is attached to the head frame and set to the

coordinates of the target. A cannula is inserted into the brain to a depth of 10 mm above

target and the inner stylet is removed. Two microelectrodes, enclosed in individual steel

guide tubes and spaced 600 to 800 μm apart, are then inserted into the cannula and driven

by submillimeter increments into the brain by independent manual hydraulic microdrives.

Page 52: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

45

3.3 Intraoperative Microelectrode Field Evoked Potentials & Neuronal Recordings

Dual gold and platinum plated parylene-C insulated tungsten microelectrodes

were used during surgery. Microelectrode tip length was approximately 25 μm and

impedances ranged from 0.2-0.4 MΩ at 1000 Hz. As mentioned above and shown in

Figure 5, microelectrodes were spaced 600-800 μm apart and were driven by

submillimeter increments through a steel tube guide tube into the brain by independent

manual hydraulic microdrives (Figure 5). Recordings were amplified 5,000-10,000 times

and filtered at 10 to 5,000 Hz (analog Butterworth filters: high-pass, one pole; low-pass,

two poles) using two Guideline System GS3000 amplifiers (Axon Instruments, Union

City, CA). Microelectrode data were sampled and digitized at 12 kHz with a CED 1401

(Cambridge Electronic Design [CED], Cambridge, UK) and EMG of ipsi- and

contralateral wrist and foot flexor and extensor muscles was sampled at 500 Hz to

monitor any dyskinetic movements.

Neuronal activity was continuously recorded along linear tracks from ventral

thalamus, through zona incerta and STN, to dorsal SNr (example traces are shown in

Figure 6a). Target nuclei were localized via characteristic neuronal discharge patterns

described elsewhere in detail (Hutchison et al., 1998). Briefly, after passing through

thalamus, typically consisting of bursting cells, and the quieter zona incerta, entry into

STN was marked by an increase in background activity and large amplitude, irregularly

firing spikes. Exit from STN was noted by a decrease in noticeable background activity.

If the length of the track within STN was longer than 5 mm the track was considered to

run through the middle of the STN and was sufficient for a site of implantation.

Page 53: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

46

Otherwise, further tracks were recorded until the middle of the nucleus was found. The

SNr was identified by the presence of neurons with a significantly higher discharge rate

and more regular firing pattern (vs. STN). The SNr neurons also displayed

characteristically low thresholds (2–4 uA) for microstimulation-induced inhibition of

firing (Dostrovsky et al., 2000;Lafreniere-Roula et al., 2009). An example of a typical

trajectory is shown in Figure 8. All recording sites were deemed to be near the region of

the soma and the spike amplitude was continuously monitored in order to confirm

stability of electrode position.

Since the primary goal of the microelectrode recordings was to confirm the

location of STN, in order to improve clinical benefit to PD patients from DBS

implantation, the number of SNr recording sites that could be tested for plasticity

responses per patient and the length of time spent at each recording site was limited by

the clinical aim of the surgery.

Page 54: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

47

Figure 5 Microelectrode Apparatus. Schematic of the two microelectrodes that are inserted into the brain of patients with PD during DBS surgery (A). Each microelectrode is encased in its own guide tube (B), allowing for independent manipulation of microelectrode depth (C). Microelectrodes are separated by approximately 600 um. One microelectrode can be replaced with a macroelectrode (bottom C) for stimulation purposes. (modified from Levy et al J Neurosurg 60: 277, 2007)

A B C

Page 55: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

48

Figure 6 Example of neuronal traces. A) Raw traces showing examples of typical cell firing found in different basal ganglia structures. Top trace shows a thalamic bursting cell. Each burst typically contains two to six spikes in quick succession. Bursts can occur at various intervals but typically occur between 3-6 Hz during recordings. The 2nd trace shows an STN cell. This cell fires fast (20-40 Hz) and slightly irregular. Third trace shows a SNr cell. This cell fires very fast (typically > 50Hz) and in a highly regular manner. Adapted from (Hutchison et al., 1998). B) An example of an SNr cell recorded during stimulation at 1 Hz from the 2nd electrode (B, top trace). The stimulas artefact (3 large vertical lines) is visible, as are the fEPs (arrow). The bottom plot is an example of wavemark data. The spikes were extracted from the raw recording and assigned to a template corresponding to the shape of the action potential. All of the spikes in this example were classified as belonging to a single template.

Example of SNr with fEPs

Wavemark of Spike from above example

Thalamic Bursting Cell

STN

Snr

B

A

Page 56: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

49

3.4 Stimulation

fEPs were recorded from one electrode while stimulating with single pulses (100

uA, 0.3 ms biphasic pulse width) from a second electrode separated mediolaterally by 0.5

– 1.0 mm at the same dorsoventral level within the SNr. Depth profiles were examined in

some cases by moving the stimulating electrode in 250 um increments above and below

the recording site for up to a 3 mm separation. Paired pulse response (PPR) curves were

constructed in 6 patients using a variety of paired pulse interstimulus intervals (20, 30,

50, 100, & 200ms) by comparing the ratio of the peak amplitude of the 2nd fEP to the 1st

fEP.

After obtaining a stable baseline of peak fEP amplitudes at 1 Hz, high frequency

stimulation (HFS) was given, consisting of four 100 Hz trains, 2 seconds in length,

repeated 4 times every 10 seconds (100 uA, 0.3ms pulse width). Blocks of 10 pulses were

tested every 30 sec for at least 2 minutes, or until a stable plateau had occurred.

Plasticity was quantified using fEP amplitudes in both OFF and ON dopaminergic

medication states, with the first side being done after 12 hours off medication and the

second side following administration of Sinemet 100/25®. Typically, 25 to 30 minutes

had elapsed between the time of administration (Sinemet 100/25® was given as

recording began on the “ON” track) and SNr testing. The sites where synaptic plasticity

was tested are shown in Figure 8 and were determined by track reconstruction using

neurophysiological landmarks and a customized brain atlas-based program.

Page 57: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

50

10s

Bas

elin

e (X

2)

Pos

t-HFS

stim

uli

(test

ed e

very

30s

im

med

iate

ly

follo

win

g H

FS)

Hig

h Fr

eque

ncy

Stim

ulat

ion

Stan

dard

Hig

h Fr

eque

ncy

Stim

ulat

ion

Prot

ocol

(HFS

)

30s

2s10

s

Bas

elin

e (X

2)

Pos

t-HFS

stim

uli

(test

ed e

very

30s

im

med

iate

ly

follo

win

g H

FS)

Hig

h Fr

eque

ncy

Stim

ulat

ion

Stan

dard

Hig

h Fr

eque

ncy

Stim

ulat

ion

Prot

ocol

(HFS

)

30s

2s10

s10

s

Bas

elin

e (X

2)B

asel

ine

(X2)

Pos

t-HFS

stim

uli

(test

ed e

very

30s

im

med

iate

ly

follo

win

g H

FS)

Hig

h Fr

eque

ncy

Stim

ulat

ion

Hig

h Fr

eque

ncy

Stim

ulat

ion

Stan

dard

Hig

h Fr

eque

ncy

Stim

ulat

ion

Prot

ocol

(HFS

)

30s

30s

2s2s

Figu

re 7

HFS

Stim

ulat

ion

Prot

ocol

. Bas

elin

e st

imul

atio

n co

nsis

ts o

f 10

sec

onds

of

1 H

z st

imul

atio

n re

peat

ed tw

ice.

Hig

h fr

eque

ncy

stim

ulat

ion

is th

en a

pplie

d. 2

sec

onds

of 1

00 H

z st

imul

atio

n is

app

lied

and

repe

ated

eve

ry 1

0 se

cond

s a

tota

l of 4

tim

es. F

ollo

win

g H

FS, 1

0 se

cond

trai

ns o

f 1 H

z st

imul

atio

n ar

e re

sum

ed a

nd re

peat

ed e

very

30

seco

nds

for a

t lea

st 2

m

inut

es to

test

for a

cha

nge

in fE

P am

plitu

de.

Page 58: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

51

3.5 Analysis of Neuronal Activity

Neuronal recordings were analyzed offline using Spike2 software version 6

(CED, Cambridge, UK). Post stimulus time histograms (PSTHs, 250 us bin width, time

base 150 ms normalized to firing rate in Hz) were constructed of the high frequency

spiking of putative GABAergic output neurons of SNr in 2 patients. PSTHs show the

likelihood of an event (spike) falling at a given period after an event (test pulse) on a

different channel. The histograms simply show the number of events that fell in a

particular time bin. Spike analysis was performed using a spike matching template

algorithm in Spike2 (See Figure 6b for an example of a template with a single type of

spike). Briefly, spikes were extracted from a waveform channel and assigned to a

template corresponding to the shape (amplitude, slope, latency, etc.) of a given spike.

For PSTHs, only those spikes identified as belonging to a single template were included,

i.e. a single unit was used for analysis.

fEP amplitudes were evaluated using the monophasic W_FP script in Spike 2.

This script detects the amplitude and latency of peaks in the neuronal recordings at user

defined events. Here, the beginning of the 1 Hz stimulation artefact was used as the

“event” . These measurements were then normalized to a percent scale, with the average

of baseline measures in each patient considered as 100%, and sorted by medication state

(OFF vs ON). Synaptic potentiation was evaluated in each patient in all medication states

by fitting an exponential function to the fEP amplitudes using Sigma Plot software

(SPSS, Chicago, USA): y = yo + ae-bx where yo is the plateau value (relative to baseline

fEP amplitude) to which the function decays, a is the difference of the maximum (first)

Page 59: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

52

value of the exponential curve to yo, and b describes the steepness of the curve.

Population data was fit with a regression line if the fit had a significance value of p <

0.05.

3.6 Statistics

All statistical comparisons were conducted using Sigmastat software (Systat

Software Inc., San Jose, USA). A 2-way ANOVA was performed on the normalized data

testing the main effects of DRUG (ON vs OFF) and TIME following HFS. A post-hoc

Bonferroni t-test tested all pairwise comparisons between ON and OFF at each time

point. A p value of 0.05 was taken as significant.

Page 60: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

53

4 RESULTS

4.1 fEP Test Sites

All sites tested for a field evoked response were located in the SNr. We tested a

total of 24 SNr sites in 18 patients. The approximate locations of test sites included in the

study are shown in Figure 8. Recordings took place in dorsolateral SNr and test locations

were independent of medication state. fEPs could not be evoked in the STN region using

the stimulation protocols described above.

Page 61: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

54

Figure 8 Field Amplitude Test Locations. Composite figure showing the location of sites tested for a field evoked response in the substantia nigra pars reticulata (SNr). Sites tested following application of dopaminergic medication are shown as closed circles. Neurons tested following 12 hours of dopaminergic medication withdrawal are shown as open circles. The locations of sites tested for synaptic plasticity were determined by track reconstruction using neurophysiological landmarks (shown in the example trajectory from a patient in the study; in this case, the mapping was performed while the patient was OFF) found using microelectrode recordings, and a customized brain atlas program. * denotes a SNr site on the trajectory that was included in the OFF sample. Dorsal (D), ventral (V), anterior (A), and posterior (P) axes are labeled. Relative positions of the thalamus (Thal), hypothalamus (Hpth), and subthalamic nucleus (STN) are shown ((Prescott et al., 2009) used with permission from Brain).

Thal

SNr

Page 62: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

55

4.2 Field Potential Characteristics

Blocks of 1 Hz test pulses at incrementally increased stimulation distance were

conducted in 2 patients and revealed a positive field persisting for 2.5 mm dorsoventrally

through the SNr with the peak field amplitude having a latency (± SD) of 5.5 ± 0.8 ms

(An example is shown in Figure 9). Post stimulus time histograms of the cell firing were

analyzed in 2 cases and both revealed that the positive peak of the fEP occurred during

inhibition of firing (Figure 10). Additionally, the enhancement of fEP amplitude in the

ON state post HFS was associated with a slower recovery of the spontaneous firing rate

(Figure 10). This effect was examined in more depth in another patient; a large reduction

in firing rate was observed in the ON state at 5 seconds following HFS and an ANOVA

revealed an overall reduction in firing rate that persisted for up to 35 seconds following

HFS in the ON state (p<0.001) (Figure 11). In the same patient in the OFF state, no

significant reduction in firing rate was observed following HFS (p=0.787) (Figure 11).

Page 63: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

56

Figure 9 Example of depth profile of fEP in patient #12 SNr while ON medication. Upon entering the SNr, the stimulating electrode is kept in a fixed position while the recording electrode was moved down in 250 um increments. fEPs were recorded at increasing distances from a fixed stimulation point (-1.75 mm along track in this example), and a (+) field persisted for approximately 2.5 mm ventrally through the SNr.

Page 64: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

57

Figure 10 Post stimulus time histograms of SNr neuronal firing in Parkinson’s disease (Patient #1). Traces show the average of 10 raw fEPs overlaid on a PSTH of the same time course (150ms). Traces on the top are from a patient in the OFF state, before (left trace) and following (right trace) high frequency stimulation. Traces on the bottom are from the other side on the same patient following administration of one tablet of Sinemet 100/25®. The positive peak of the field evoked potential occurs during inhibition of SNr cell firing in both the OFF and ON states. Notice that lower firing rate is associated with a larger field ((Prescott et al., 2009) used with permission from Brain).

Page 65: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

58

Figure 11 Firing Rate of a SNr cell during fEP amplitude measures. (Patient #8). Top traces show firing rate in Hz of SNr cells during fEP amplitude measures, before and after HFS, both ON (red) and OFF (black) L-Dopa in the same patient. Bar graph on bottom depicts the percentage change in firing rate from baseline at each measurement in time. Following HFS there is a reduction in firing rate lasting for ~ 30s with the effect being highly significant in the ON state. Interestingly, baseline firing rates were higher while the patient was ON L-Dopa, although the measures were made at different sites on the left (ON) and right (OFF) side of the brain. * denotes a significant (p<0.001) reduction in firing rate from baseline measures in the ON state.

**

Page 66: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

59

4.3 Paired Pulse Response

A paired pulse response curve was constructed for six patients by comparing the

paired pulse ratio before and after high frequency stimulation at a range of interstimulus

intervals. The results have been averaged across patients in Figure 12. Paired pulse

depression is most apparent at short (20 and 30 ms) interstimulus intervals, both before

and after HFS, evidenced by small paired pulse ratios (PPR). Before HFS, the PPRs at 20

and 30 ms intervals were 0.48 ± 0.018 and 0.76 ± 0.014 respectively. Following HFS,

paired pulse depression was similar in magnitude at short interstimulus intervals (20 ms =

0.31 ± 0.11; 30 ms = 0.74 ± 0.19). However, as the interstimulus interval increased, there

was a marked increase in PPR. Before HFS, the PPRs for intervals of 50, 100, and 200

ms were 1.10 ± 0.050, 1.12 ± 0.051, and 1.07 ± 0.072 respectively. Following HFS the

PPRs at the same intervals were 0.88 ± 0.037, 0.94 ± 0.065, and 0.94 ± 0.072. A 2-way

ANOVA revealed a significant decrease in paired pulse ratio following HFS (p=0.015)

and a highly significant reduction in paired pulse ratio both before and after HFS at 20 ms

(p<0.001). Interstimulus intervals causing maximal paired pulse depression (20 and 30

ms) are similar to those when inhibition of SNr firing occurred following single pulses as

shown in Figure 10.

Page 67: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

60

Figure 12 Paired Pulse Measures. A) Raw traces of SNr neuronal activity and fEPs during paired pulse measurements following high frequency stimulation (Patient # 18). Traces, from top to bottom, are taken during paired pulse measurements with interstimulus intervals of 100, 50, and 30 ms respectively. Greater paired pulse depression is seen at smaller interstimulus intervals, as denoted by the arrow on the bottom trace. B) Paired Pulse Response Curve. Shown is the paired pulse ratio before and after high frequency stimulation average across six patients at increasing interstimulus intervals (20, 30, 50, 100, and 200ms). A 2-way ANOVA revealed a reduction in PPR following HFS (p=0.015) with a highly significant reduction (denoted by *) in PPR at 20 ms both before and after HFS ((Prescott et al., 2009) used with permission from Brain).

B

A

*

*

Page 68: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

61

4.4 DA Modulation of Synaptic Plasticity in the SNr in PD Patients

Effects of HFS (four 2s 100Hz trains) on fEP amplitudes were examined in 13

patients in the OFF state. In these patients (see Table 1 for daily medication use and L-

Dopa equivalence), HFS did not induce a lasting change in fEP amplitude (see example).

A typical example is shown in Figure 13a and c (open circles), where a modest increase

in fEP amplitude returned to baseline by ~ 50 – 100 s. However, in some patients a larger

initial increase in fEP amplitudes was seen in the OFF state, with a subsequent rapid

decay toward baseline (example in Figure 14). In this case, the patient reported that he

was only about 50% of his worst OFF state. We found a close inverse linear relation (r2 =

0.81, p< .001) between the patients’ clinical OFF rating based on UPDRS III motor

subscale (high values indicate worse motor symptoms) and the peak of activity-

dependent synaptic plasticity induced by HFS (Figure 15a open circles). Patients with a

higher UPDRS OFF score underwent less change in fEP amplitudes following HFS. The

population data for the OFF group shown in Figure 15b (open circles) reveals a

significant initial 28.9 ± 4.9 % increase in fEP amplitude following HFS that then

decayed by 100s to baseline. Regression analysis on population data from the OFF group

revealed a yo fEP amplitude plateau value no different than baseline (2.3 ± 3.8 % above

baseline).

Page 69: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

62

A B

C

Figure 13 L-DOPA treatment of a Parkinsonian patient (Patient #1) restores plasticity. a) Averaged fEP measures pre (black) and immediately post (grey) HFS (10 sweeps per trace) in a patient in the OFF state. b) Averaged fEP measures pre (black) and immediately post (grey) HFS (10 sweeps per trace) in the same patient following administration of 100mg L-Dopa. Note the large increase above baseline measures in the ON state. c) Open circles are individual fEP peak amplitudes before L-Dopa treatment and closed circles are ~20 minutes following L-Dopa administration. High frequency stimulation (HFS) does not induce a change in fEP amplitude in the SNr of a patient 12 hours removed from L-Dopa treatment. Following administration of L-Dopa, HFS induced an increased fEP amplitude response in the SNr. Note higher plateau reached in the ON L-Dopa state by 2 min post HFS ((Prescott et al., 2009) used with permission from Brain).

Page 70: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

63

Figure 14 L-DOPA treatment of a different Parkinsonian patient (Patient # 3) enhances activity-dependent synaptic plasticity in SNr. Open circles are individual fEP peak amplitudes before L-Dopa treatment and closed circles are ~20 minutes following L-Dopa administration. High frequency stimulation (HFS) induces a marked initial increase and subsequent decline to baseline in fEP amplitude in the SNr of a patient 12 hours removed from L-Dopa treatment. Patient self-reported feeling only “50% OFF”. Following administration of L-Dopa, HFS induced an increased and sustained fEP amplitude response in the SNr of this patient.

L-Dopa treatment of PD patients markedly improved motor UPDRS in all patients

preoperatively (Table 1). Note that the total daily L-Dopa equivalences are approximately

10x greater than the dose administered intraoperatively. Following administration of L-

Dopa, the same HFS protocol induced a much larger increase in fEP amplitudes (Fig

13b). Such fEP amplitude increases persisted over several minutes of testing (Figure 13c;

closed circles). There was also a significant correlation between the patients’ clinical ON

rating based on the UPDRS III motor subscale and the maximum value of activity-

dependent synaptic plasticity induced in the ON group (r2 = 0.80, p<0.001) if three

Page 71: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

64

outliers are excluded (Figure 15a closed circles – outliers shown in grey – see Discussion

section 5.4).

Effects of HFS on fEP amplitudes were examined in 12 patients in the ON state

(Figure 15b; closed circles). The largest fEP amplitude measures occurred immediately

following the conditioning stimuli (200.3 ± 19.5 % above baseline) with subsequent

measures showing a decrease in fEP amplitude at each time point with an exponential

decay function. Regression analysis on population data from the ON group’s fEP

amplitudes revealed a yo plateau value of 29.3 ± 5.2% above baseline. The regression

function for the OFF and ON groups was highly significant with plateau values at p <

0.001. Additionally, for the ON group, a b value describing the steepness of the curve

was determined to be 0.019 ± 0.0036 (p < 0.05), which corresponds to a half life

(1/0.019) of 52.6 s for the decay function. The OFF group’s b value was slightly higher

at 0.026 ± 0.015 (not significant), corresponding to shorter half life of 38.8 s.

A two-way ANOVA of population data revealed a highly significant difference

between ON and OFF groups (DF=1, f=799, p<0.001) and a significant difference

between time points (DF=5, f=69, p<0.001). It also revealed an interaction between

medication state and time, i.e. the ON / OFF amplitude is also dependent on the time of

measurement (DF=5, f=17, p<0.001).

Page 72: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

* *

** *

HFS

Time (s)

-50 0 50 100 150 200

fEP

ampl

itude

(per

cent

age

ofco

ntro

l)

0

50

100

150

200

250

ON (n = 12)

OFF (n = 13)

** * *

r2 = 0.81

UPDRS motor subscore10 20 30 40 50

%ch

ange

inam

plitu

deof

fEP

100

150

200

250

r2 = 0.80

Figure 15 Dopamine Enhances Synaptic Plasticity, Population Data. a) OFF UPDRS III motor subscore (open circles) correlates strongly (r2 = 0.81, p< .001) with degree of activity-dependent synaptic plasticity inducible in patients 12 hours removed from anti-PD medication. ON UPDRS III motor subscore (black closed circles) correlates strongly (r2 = 0.80, p< .001) if three outliers are excluded (grey closed circles). If the three outliers are included, no correlation exists (r2 = 0.02). b) Clear difference between fEP amplitude measures in ON (Red) and OFF (Black) populations following HFS, with the ON group experiencing an increase in amplitude of 29.3% (SEM ± 5.2) above baseline measures following plateau, while the OFF group undergoes a transient increase and subsequent decline back to baseline by 160s. Curves were fit using exponential decay function y = yo + ae-bx, where y0 is the plateau value to which the function decays, a is the difference of the maximum (first) value of the exponential curve to y0, and b describes the steepness of the curve. A two-way ANOVA reveals that the difference in the mean values among between ON and OFF after allowing for effects of differences in TIME is significant (DF=1,f=799,p<0.001). Likewise, the difference in the mean values between time points after allowing for effects of differences in medication state is significant (DF=5, f=69, p< 0.001); the test also reveals an interaction between DOPA state and time i.e. the ON / OFF amplitude also depended on the time point (DF=5,f=17,p<0.001) ((Prescott et al., 2009) used with permission from Brain).

Page 73: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

66

5 DISCUSSION

This study describes the characteristics of the positive fEP in the SNr of PD

patients, both OFF and ON dopaminergic medication. It is unique in providing human

data supporting dopamine regulation of synaptic plasticity in the human basal ganglia,

and suggests an important role for activity-dependent synaptic plasticity in basal ganglia

dysfunction.

5.1 Inhibitory Nature of the Field

The SNr receives numerous projections from a multitude of sources, chief among

them the inhibitory GABAergic projection from medium spiny neurons of the striatum

(Bolam et al., 2000;Parent and Hazrati, 1995a;Parent and Hazrati, 1995b). The external

segment of the globus pallidus (GPe) also sends a small, but significant, GABAergic

contribution to the SNr (Smith and Bolam, 1989). Additionally, the STN sends excitatory

projections to the SNr. These glutamatergic projections from the STN to the output

structures of the basal ganglia have been shown to form asymmetric synapses (Ribak et

al., 1981), primarily on the dendrites and shafts, but with a very small number of boutons

terminating on the somata (Kita and Kitai, 1987). The vast majority of the terminals in

the region form symmetric synapses with the somata and are GABAergic in nature

(Ribak et al., 1979;Ribak et al., 1981). The rapid inhibitory responses characteristic of

GABAergic transmission in basal ganglia structures are mediated by the activation of

Page 74: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

67

GABAA receptors, which are found exclusively at symmetric synapses (Galvan et al.,

2006).

Based on several observations, our stimulation protocol is primarily activating the

inhibitory GABAergic projections, either from the striatum or the GPe. During our field

recording measurements, all of the field potential measurements in the SNr are positive.

Precht and Yoshida demonstrated the inhibitory nature of a positive field in the SNr by

observing that spontaneous activity of neurons located in the SNr was strongly

suppressed conjointly with the occurrence of the caudate-evoked (GABAergic) positivity

(Precht and Yoshida, 1971;Yoshida and Precht, 1971). They also demonstrated that the

time course of the intracellular IPSP was the same as the positive fEP, and that the

potential was blocked in its entirety by the GABA antagonist picrotoxin. In the present

study, we also saw a positive fEP and its time course was the same as the inhibition of

SNr activity, suggesting that the observed stimulation-evoked positive fEP is associated

with an inhibitory event, most likely local GABA release.

5.2 Dopamine and GABA Release

Our paired pulse studies also point to activation of the GABAergic projections. In

the SNr, dopamine D1 receptors are present at the terminals of the GABAergic

striatonigral projection (Altar and Hauser, 1987;Barone et al., 1987). Previous striatal

studies have shown that paired pulse depression predominates at synapses under the

influence of D1 receptors, whereas paired pulse facilitation predominates at synapses at

which D2 receptors are active (Guzman et al., 2003). In this study, paired pulse

Page 75: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

68

depression was evident at short interstimulus intervals prior to HFS and at all

interstimulus intervals following HFS, suggesting that the stimulation evokes effects

involving the presynaptic D1 receptors. Slice studies indicate that stimulation of D1

receptors found in the SNr increases extracellular GABA (Aceves et al., 1991;Aceves et

al., 1995;Floran et al., 1990;Timmerman and Abercrombie, 1996) and that this facilitated

GABA release in turn enhances GABAA IPSCs in nondopaminergic neurons of the SNr

(Radnikow and Misgeld, 1998). Taken together, these observations suggest that our

positive fEP is inhibitory and GABAergic in nature and that dopamine plays a role in

presynaptic regulation of GABA release in this region.

5.3 Dopamine and Plasticity at the Basal Ganglia Output

Dopamine action in the basal ganglia is usually considered in terms of its

modulation (or lack thereof in PD) of indirect and direct striatal output via the

dopaminergic nigrostriatal projection. In this region, dopamine concomitantly provides

excitatory inputs mediated by D1 receptor activation in the direct pathway and inhibitory

inputs mediated by D2 receptor activation in the indirect pathway (Albin et al.,

1989;DeLong, 1990) (Figure 16a). However, dopamine can also have dramatic effects in

other regions of the basal ganglia. Indeed, nigral dopamine depletion has been shown to

impair motor performance independent of striatal dopamine neurotransmission, while

increased nigral dopamine release can counteract striatal dopamine impairments

(Andersson et al., 2006). Here, we posit that dopamine can also act directly in the SNr by

influencing synaptic plasticity at striatonigral synapses (Figure 16c). As previously

Page 76: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

69

mentioned, GABAergic and glutamatergic signals converge in the SNr. Based on the

results discussion outlined above, it appears that the field evoked potentials are

GABAergic in nature. In Parkinson’s disease, activity of the GABAergic neurons of the

output nuclei is thought to be enhanced and to cause excessive inhibition of the thalamic

neurons. This inhibition of thalamic activity might thus act as a ‘brake’ on activity of the

supplementary motor cortex resulting in the onset and lasting effects of the parkinsonian

syndrome (Bezard et al., 2001) (Fig. 16b). If this is the case, potentiation of GABAergic

signals onto substantia nigra pars reticulata, by lowering neuronal firing rate, could (at

least in part) mediate the beneficial symptomatic effects of L-Dopa (Figure 16c).

Page 77: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

70

Figu

re 1

6Pl

astic

ity a

t Bas

al G

angl

ia O

utpu

t. Th

e im

plic

atio

ns o

f LTP

-like

pl

astic

ity o

f G

AB

Aer

gic

sign

als

onto

SN

r ne

uron

s is

sho

wn.

A)

Dur

ing

phys

iolo

gica

l co

nditi

ons

the

tight

ly r

egul

ated

act

ivity

of

the

dire

ct a

nd

indi

rect

pat

hway

s co

ntro

ls t

he a

ctiv

ity o

f th

e ou

tput

nuc

lei.

B)

Dur

ing

Park

inso

n’s

dise

ase,

in

th

e ab

senc

e of

a

phar

mac

olog

ical

tre

atm

ent,

dopa

min

e de

ficie

ncy

caus

es o

vera

ctiv

ityof

the

ind

irect

pat

hway

and

re

duce

d ac

tivity

of t

he in

hibi

tory

GA

BA

ergi

cdi

rect

pat

hway

, dis

inhi

bitin

gth

e ou

tput

nuc

lei

and

thus

cau

sing

exc

essi

ve i

nhib

ition

of

the

mot

or

thal

amus

. In

this

con

ditio

n, h

igh

freq

uenc

y st

imul

atio

n do

es n

otin

duce

a

last

ing

chan

ge in

the

GA

BA

ergi

cfie

ld p

oten

tial a

mpl

itude

in th

e SN

r. C

) A

fter

the

adm

inis

tratio

n of

L-D

opa,

the

sam

e hi

gh-f

requ

ency

stim

ulat

ion

prot

ocol

indu

ces

pote

ntia

tion

of th

e G

AB

Aer

gic

field

pot

entia

l am

plitu

des,

whi

ch is

ass

ocia

ted

with

a re

duct

ion

of th

e ex

cess

ive

inhi

bito

ryac

tivity

that

th

e ou

tput

nuc

lei

exer

t on

the

mot

or t

hala

mus

. In

hibi

tory

GA

BA

ergi

cco

nnec

tions

are

repr

esen

ted

in re

d, e

xcita

tory

glu

tam

ater

gic

conn

ectio

ns in

gr

een

and

mod

ulat

ory

dopa

min

ergi

c co

nnec

tions

in

blac

k. M

odifi

ed f

rom

C

alab

resi

, 200

9.

CAB Fi

gure

16

Plas

ticity

at B

asal

Gan

glia

Out

put.

The

impl

icat

ions

of L

TP-li

ke

plas

ticity

of

GA

BA

ergi

csi

gnal

s on

to S

Nr

neur

ons

is s

how

n. A

) D

urin

g ph

ysio

logi

cal

cond

ition

s th

e tig

htly

reg

ulat

ed a

ctiv

ity o

f th

e di

rect

and

in

dire

ct p

athw

ays

cont

rols

the

act

ivity

of

the

outp

ut n

ucle

i. B

)D

urin

g Pa

rkin

son’

s di

seas

e,

in

the

abse

nce

of

a ph

arm

acol

ogic

al

treat

men

t, do

pam

ine

defic

ienc

y ca

uses

ove

ract

ivity

of t

he i

ndire

ct p

athw

ay a

nd

redu

ced

activ

ity o

f the

inhi

bito

ry G

AB

Aer

gic

dire

ct p

athw

ay, d

isin

hibi

ting

the

outp

ut n

ucle

i an

d th

us c

ausi

ng e

xces

sive

inh

ibiti

on o

f th

e m

otor

th

alam

us. I

n th

is c

ondi

tion,

hig

h fr

eque

ncy

stim

ulat

ion

does

not

indu

ce a

la

stin

g ch

ange

in th

e G

AB

Aer

gic

field

pot

entia

l am

plitu

de in

the

SNr.

C)

Afte

r th

e ad

min

istra

tion

of L

-Dop

a, t

he s

ame

high

-fre

quen

cy s

timul

atio

n pr

otoc

ol in

duce

s po

tent

iatio

nof

the

GA

BA

ergi

cfie

ld p

oten

tial a

mpl

itude

s, w

hich

is a

ssoc

iate

d w

ith a

redu

ctio

n of

the

exce

ssiv

e in

hibi

tory

activ

ity th

at

the

outp

ut n

ucle

i ex

ert

on t

he m

otor

tha

lam

us.

Inhi

bito

ry G

AB

Aer

gic

conn

ectio

ns a

re re

pres

ente

d in

red,

exc

itato

ry g

luta

mat

ergi

cco

nnec

tions

in

gree

n an

d m

odul

ator

ydo

pam

iner

gic

conn

ectio

ns i

n bl

ack.

Mod

ified

fro

m

Cal

abre

si, 2

009.

CAB

CAB

Page 78: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

71

5.4 Plasticity and Motor Behaviour

Previous studies have suggested a link between LTP and dopamine at the

corticostriatal synapse. Indeed, LTP is absent in dopamine lesioned (6-OHDA) rats, but

can be restored with chronic L-Dopa treatment (Picconi et al., 2003). Here, we sought to

characterize activity-dependent synaptic plasticity in basal ganglia output neurons in 18

PD patients, all of whom experienced a significant improvement in motor function during

their preoperatively measured ON state (Table 1). HFS did not induce a lasting change in

fEP amplitude in patients in the OFF state (Figure 16b). However, there was a strong

correlation between the patients’ clinical OFF rating based on the UPDRS (high values

indicate worse motor symptoms) and the initial degree of activity-dependent synaptic

plasticity that could be induced in the same 12 hour defined OFF state. Although the

long-duration response to L-Dopa (Nutt et al., 1995) and the variable half-life of some

dopamine agonists (Rinne et al., 1997) could have interfered with the severity of the OFF

state, 12 hours of anti-PD medication withdrawal induced a noticeable increase in

UPDRS III motor scores in the patients included in this study, and all measures of fEP

amplitudes were done following a similar period of anti-PD medication withdrawal.

Comparatively, during the intraoperative ON state, L-Dopa intake coupled with

HFS caused an increased fEP amplitude response in a manner reminiscent of LTP-like

changes, in addition to decreased SNr firing rates. When including all patients

categorized as being ON, there was no correlation between patients’ clinical ON rating

based on UPDRS III motor subscale and the maximum inducible activity-dependent

Page 79: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

72

synaptic plasticity. The lack of correlation in the ON group is likely the result of

variability in intraoperative ON states. As shown in Figure 15b, by excluding three

outliers we see a very strong correlation. Such variability could be derived from a number

of sources including, but not limited to, ineffectiveness of a single dose of L-dopa in

patients taking high doses, the timing of the transient ON period of a single dose, and

when the measurements were performed. For example, the patient whose ON UPDRS

outlier is furthest to left in Figure 15b (UPDRS score 4.5, Patient #15) normally received

1950 mg of L-Dopa equivalence daily. So, for the ON rating measurements done in clinic

(score of 4.5), this patient would have received a dose 20% greater than his normal

morning dose (already 15-25% of daily dose), or approximately 350-575 mg of L-Dopa.

This is much more than the 100 mg received intraoperatively and as such, increases

variability into the ON correlation. Future studies of this nature will attempt to reduce

such variability where possible by matching intraoperative ON doses to those given in

clinic.

5.5 Possible Mechanism for Dopaminergic Modulation of Plasticity in SNr

The rate model predicts that the administration of L-Dopa reduces the elevated

firing rates of basal ganglia output neurons in the OFF state (Hutchison et al., 1997).

Dopamine is thought to have diverse and complex actions on the physiological activity of

the basal ganglia. It can both inhibit and enhance neuronal activity, depending on the

level of membrane depolarization and physiological state of the neuron (Calabresi et al.,

2007). Our observations of lowered SNr firing rates, coupled with enhanced inhibitory

Page 80: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

73

synaptic plasticity are consistent with the rate model, and give further hints as to how the

loss of dopamine can directly affect GABAergic striatonigral synapses.

Limitations of the current study prevented the testing of whether dopaminergic

regulation of GABAergic activity was achieved by a pre or postsynaptic mechanism, but

previous work suggests that such actions are likely presynaptic. Enhancement in

miniature inhibitory post synaptic currents (mIPSCs) in the SNr via D1 receptor activity

has previously been shown to be coupled with the formation of cAMP in the pre synaptic

terminal (Jaber et al., 1996). The enhancing effects of D1 receptor stimulation on mIPSC

activity in the SNr can be mimicked by forskolin, which is known to activate adenylate

cyclase (Radnikow and Misgeld, 1998). A more recent study has proposed that D1-

receptor mediated GABA release involves the cAMP/PKA pathway, with PKA

ultimately phosphorylating key targets involved with GABA exocytosis, such as P/Q-

type voltage-activated Ca2+ channels (to enhance Ca2+ influx), synapsins (to enhance

vesicle trafficking), and SNARE proteins (to enhance vesicle docking, priming, and

fusion) (Arias-Montano et al., 2007).

Nevertheless, rapid post synaptic changes in the SNr may also affect GABAergic

activity. Recent work has demonstrated that neuronal activity can directly regulate the

number of cell surface GABAARs by modulating their ubiquitination and consequent

proteosomal degradation in the secretory pathway (Saliba et al., 2007). However, a link

between dopamine and the level of GABAAR insertion and subsequent post synaptic

accumulation has not been established to date, but demonstration of such a link would

support a post-synaptic action of dopamine.

Page 81: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

74

Given the evidence from the present study and the earlier studies detailed above

(paired pulse depression, lack of postsynaptic dopamine receptors, no current evidence of

a link between dopamine and GABAAR levels), it appears that the most likely site of

action the dopamine mediated plastic change is presynaptic. However, further basic

studies of the neuropharmacology of synaptic plasticity in SNr slice would be required to

definitively conclude a presynaptic site of action and further elucidate mechanisms.

5.6 Applicability of Findings to the GPi

The work presented here has focused on basal ganglia output neurons in the SNr,

but the other major output structure of the basal ganglia is the GPi, which is the main

projection to the thalamus in the somatomotor loop to cortex. The GPi is anatomically

similar to the SNr in having a major GABAergic input from striatum and minor

glutamatergic input from STN. Like the SNr, it has a relatively homogeneous population

of tonically active GABAergic output neurons. Preliminary work has recorded a similar

positive fEP using single pulse stimulation in the pallidum of patients undergoing the

implantation of DBS in the GPi for dystonia, a movement disorder in which sustained

muscle contractions cause twisting and repetitive movements or abnormal postures. HFS

produces a long lasting enhancement in the amplitude of the fEP in the GPi of dystonia

patients who have never been exposed to chronic L-Dopa therapy. The magnitude of this

enhancement of amplitude is much greater than the plasticity we observed in the OFF

state in the SNr of PD patients indicating that synaptic plasticity is indeed lacking in the

absence of dopamine. In addition, the marked enhancement of plasticity we have

Page 82: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

75

reported in the ON state is greater than seen following HFS in the dystonia “quasi-

control” group, suggesting an enhanced plastic response to small doses of L-Dopa in PD

patients exposed to chronic L-Dopa therapy. This may have bearings on mechanisms of

L-Dopa-induced- dyskinesias. A more rigorous investigation of these finding will be

continued in future studies.

Page 83: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

76

6 CONCLUSION

The results of this study indicate that synaptic plasticity can be measured in basal

ganglia output neurons of PD patients and that the presence of plasticity is sensitive to

low doses of L-Dopa. This study is unique in being the first of its kind to measure

plasticity at the level of the basal ganglia output neurons in humans. The in vivo nature of

the study provided us with clinically relevant data about the nature of plasticity in

pathological conditions of PD as well as the opportunity to compare quantified

electrophysiological measures in basal ganglia output with actual motor improvements in

patients with PD.

In the absence of dopaminergic medication, plasticity is lacking following HFS.

Conversely, following administration of dopaminergic medication, synaptic plasticity is

facilitated in the SNr by HFS. The close correlation between motor behaviour and the

potential of nigral synapses to undergo activity-dependent changes suggests that

dysfunction of direct dopaminergic action at the basal ganglia output plays an important

role in PD symptomatology.

7 FUTURE STUDIES

As mentioned above, ongoing studies are currently exploring the applicability of

the findings described here to the GPi, the other major output structure of the basal

ganglia. Additionally, one crucial question that arises from the results outlined in this

study and the ongoing GPi studies is whether it is possible that plasticity also mediates

Page 84: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

77

the long-term complications of L-Dopa therapy and, in particular, dyskinesias. It is well

accepted that, in order to avoid neuronal network destabilization, the mechanisms

underlying synaptic plasticity need to be finely regulated and, in experimental models of

L-Dopa-induced-dyskinesia, a crucial form of homeostatic synaptic plasticity,

depotentiation, is selectively lost (Picconi et al., 2003;Picconi et al., 2005;Picconi et al.,

2008). Thus, it remains possible that L-Dopa, via the continuous and uncontrolled

increase of the strength of GABAergic synapses onto output nuclei neurons, may lead to

progressive destabilization of postsynaptic firing rates, virtually reducing these to zero

and thus leading to pathological disinhibition of thalamic nuclei and the onset of

abnormal involuntary movements (Calabresi et al., 2009) (Figure 17).

Page 85: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

78

Figure 17 Aberrant Plasticity in L-Dopa-induced dyskinesia. Following chronic administration of L-Dopa, uncontrolled potentiation of the GABA-mediated inhibition of the output nuclei might result in long-term suppression of firing rates, which in turn might lead to pathological disinhibition of the thalamus and the subsequent onset of pathological hyperkinetic behaviours, such as L-Dopa-induced dyskinesias. Inhibitory GABAergic connections are represented in red, excitatory glutamatergic connections in green and modulatory dopaminergic connections in black.

Studies assessing synaptic plasticity at the basal ganglia output are poised to yield

critical new insight into the pathophysiology of abnormal movements and may impact on

resolving the mechanisms underlying the effectiveness of deep brain stimulation in

movement disorders. Ultimately, the hope is that studies of human synaptic plasticity

might shed light on the complex mechanisms underlying symptoms of Parkinson’s

Page 86: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

79

disease and the disabling long-term side effects of treatment with L-Dopa, as well as

beginning to elucidate the means by which DBS acts to normalize a pathological basal

ganglia.

Page 87: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

80

Reference List

1. Abrams TW (1985) Activity-dependent presynaptic facilitation: an associative mechanism in Aplysia. Cell Mol Neurobiol 5: 123-145.

2. Aceves J, Floran B, Martinez-Fong D, Sierra A, Hernandez S, Mariscal S (1991) L-dopa stimulates the release of [3H]gamma-aminobutyric acid in the basal ganglia of 6-hydroxydopamine lesioned rats. Neurosci Lett 121: 223-226.

3. Aceves J, Floran B, Sierra A, Mariscal S (1995) D-1 receptor mediated modulation of the release of gamma-aminobutyric acid by endogenous dopamine in the basal ganglia of the rat. Prog Neuropsychopharmacol Biol Psychiatry 19: 727-739.

4. Ahlskog JE (2003) Parkinson's disease: is the initial treatment established? Curr Neurol Neurosci Rep 3: 289-295.

5. Albin RL, Young AB, Penney JB (1989) The functional anatomy of basal ganglia disorders. Trends Neurosci 12: 366-375.

6. Altar CA, Hauser K (1987) Topography of substantia nigra innervation by D1 receptor-containing striatal neurons. Brain Res 410: 1-11.

7. Anderson ME, Postupna N, Ruffo M (2003) Effects of high-frequency stimulation in the internal globus pallidus on the activity of thalamic neurons in the awake monkey. J Neurophysiol 89: 1150-1160.

8. Andersson DR, Nissbrandt H, Bergquist F (2006) Partial depletion of dopamine in substantia nigra impairs motor performance without altering striatal dopamine neurotransmission. Eur J Neurosci 24: 617-624.

9. Aouizerate B, Guehl D, Cuny E, Rougier A, Bioulac B, Tignol J, Burbaud P (2004) Pathophysiology of obsessive-compulsive disorder: a necessary link between phenomenology, neuropsychology, imagery and physiology. Prog Neurobiol 72: 195-221.

10. Arias-Montano JA, Floran B, Floran L, Aceves J, Young JM (2007) Dopamine D(1) receptor facilitation of depolarization-induced release of gamma-amino-butyric acid in rat striatum is mediated by the cAMP/PKA pathway and involves P/Q-type calcium channels. Synapse 61: 310-319.

11. Aziz TZ, Peggs D, Agarwal E, Sambrook MA, Crossman AR (1992) Subthalamic nucleotomy alleviates parkinsonism in the 1-methyl-4-phenyl-1,2,3,6-tetrahydropyridine (MPTP)-exposed primate. Br J Neurosurg 6: 575-582.

Page 88: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

81

12. Banke TG, Bowie D, Lee H, Huganir RL, Schousboe A, Traynelis SF (2000) Control of GluR1 AMPA receptor function by cAMP-dependent protein kinase. J Neurosci 20: 89-102.

13. Bar-Gad I, Morris G, Bergman H (2003) Information processing, dimensionality reduction and reinforcement learning in the basal ganglia. Prog Neurobiol 71: 439-473.

14. Barone P, Tucci I, Parashos SA, Chase TN (1987) D-1 dopamine receptor changes after striatal quinolinic acid lesion. Eur J Pharmacol 138: 141-145.

15. Beal MF (2003) Mitochondria, oxidative damage, and inflammation in Parkinson's disease. Ann N Y Acad Sci 991: 120-131.

16. Beattie EC, Carroll RC, Yu X, Morishita W, Yasuda H, von Zastrow M, Malenka RC (2000) Regulation of AMPA receptor endocytosis by a signaling mechanism shared with LTD. Nat Neurosci 3: 1291-1300.

17. Beckley DJ, Panzer VP, Remler MP, Ilog LB, Bloem BR (1995) Clinical correlates of motor performance during paced postural tasks in Parkinson's disease. J Neurol Sci 132: 133-138.

18. Benabid AL, Pollak P, Louveau A, Henry S, de Rougemont J (1987) Combined (thalamotomy and stimulation) stereotactic surgery of the VIM thalamic nucleus for bilateral Parkinson disease. Appl Neurophysiol 50: 344-346.

19. Benecke R, Rothwell JC, Dick JP, Day BL, Marsden CD (1987) Simple and complex movements off and on treatment in patients with Parkinson's disease. J Neurol Neurosurg Psychiatry 50: 296-303.

20. Berger TW (1984) Long-term potentiation of hippocampal synaptic transmission affects rate of behavioral learning. Science 224: 627-630.

21. Bergman H, Wichmann T, DeLong MR (1990) Reversal of experimental parkinsonism by lesions of the subthalamic nucleus. Science 249: 1436-1438.

22. 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.

23. Bevan MD, Magill PJ, Terman D, Bolam JP, Wilson CJ (2002) Move to the rhythm: oscillations in the subthalamic nucleus-external globus pallidus network. Trends Neurosci 25: 525-531.

24. Bezard E, Brotchie JM, Gross CE (2001) Pathophysiology of levodopa-induced dyskinesia: potential for new therapies. Nat Rev Neurosci 2: 577-588.

Page 89: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

82

25. Bito H, Deisseroth K, Tsien RW (1996) CREB phosphorylation and dephosphorylation: a Ca(2+)- and stimulus duration-dependent switch for hippocampal gene expression. Cell 87: 1203-1214.

26. Bliss TV, Lomo T (1973) Long-lasting potentiation of synaptic transmission in the dentate area of the anaesthetized rabbit following stimulation of the perforant path. J Physiol 232: 331-356.

27. Bolam JP, Hanley JJ, Booth PA, Bevan MD (2000) Synaptic organisation of the basal ganglia. J Anat 196 ( Pt 4): 527-542.

28. Boraud T, Bezard E, Bioulac B, Gross C (1996) High frequency stimulation of the internal Globus Pallidus (GPi) simultaneously improves parkinsonian symptoms and reduces the firing frequency of GPi neurons in the MPTP-treated monkey. Neurosci Lett 215: 17-20.

29. Boshes B (1981) Sinemet and the treatment of Parkinsonism. Ann Intern Med 94: 364-370.

30. Braunewell KH, Manahan-Vaughan D (2001) Long-term depression: a cellular basis for learning? Rev Neurosci 12: 121-140.

31. Brown P (2003) Oscillatory nature of human basal ganglia activity: relationship to the pathophysiology of Parkinson's disease. Mov Disord 18: 357-363.

32. Brown P, Eusebio A (2008) Paradoxes of functional neurosurgery: clues from basal ganglia recordings. Mov Disord 23: 12-20.

33. Brown P, Mazzone P, Oliviero A, Altibrandi MG, Pilato F, Tonali PA, Di L, V (2004) Effects of stimulation of the subthalamic area on oscillatory pallidal activity in Parkinson's disease. Exp Neurol 188: 480-490.

34. Burleigh-Jacobs A, Horak FB, Nutt JG, Obeso JA (1997) Step initiation in Parkinson's disease: influence of levodopa and external sensory triggers. Mov Disord 12: 206-215.

35. Caillard O, Ben Ari Y, Gaiarsa JL (1999a) Long-term potentiation of GABAergic synaptic transmission in neonatal rat hippocampus. J Physiol 518 ( Pt 1): 109-119.

36. Caillard O, Ben Ari Y, Gaiarsa JL (1999b) Mechanisms of induction and expression of long-term depression at GABAergic synapses in the neonatal rat hippocampus. J Neurosci 19: 7568-7577.

37. Calabresi P, Gubellini P, Centonze D, Picconi B, Bernardi G, Chergui K, Svenningsson P, Fienberg AA, Greengard P (2000) Dopamine and cAMP-regulated phosphoprotein 32 kDa controls both striatal long-term depression and long-term potentiation, opposing forms of synaptic plasticity. J Neurosci 20: 8443-8451.

Page 90: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

83

38. Calabresi P, Maj R, Mercuri NB, Bernardi G (1992) Coactivation of D1 and D2 dopamine receptors is required for long-term synaptic depression in the striatum. Neurosci Lett 142: 95-99.

39. Calabresi P, Mercuri NB, Di Filippo M (2009) Synaptic plasticity, dopamine and Parkinson's disease: one step ahead. Brain 132: 285-287.

40. Calabresi P, Picconi B, Tozzi A, Di Filippo M (2007) Dopamine-mediated regulation of corticostriatal synaptic plasticity. Trends Neurosci 30: 211-219.

41. Calabresi P, Pisani A, Mercuri NB, Bernardi G (1994) Post-receptor mechanisms underlying striatal long-term depression. J Neurosci 14: 4871-4881.

42. Calabresi P, Saiardi A, Pisani A, Baik JH, Centonze D, Mercuri NB, Bernardi G, Borrelli E (1997) Abnormal synaptic plasticity in the striatum of mice lacking dopamine D2 receptors. J Neurosci 17: 4536-4544.

43. Carroll RC, Lissin DV, von Zastrow M, Nicoll RA, Malenka RC (1999) Rapid redistribution of glutamate receptors contributes to long-term depression in hippocampal cultures. Nat Neurosci 2: 454-460.

44. Centonze D, Grande C, Saulle E, Martin AB, Gubellini P, Pavon N, Pisani A, Bernardi G, Moratalla R, Calabresi P (2003) Distinct roles of D1 and D5 dopamine receptors in motor activity and striatal synaptic plasticity. J Neurosci 23: 8506-8512.

45. Centonze D, Gubellini P, Picconi B, Calabresi P, Giacomini P, Bernardi G (1999) Unilateral dopamine denervation blocks corticostriatal LTP. J Neurophysiol 82: 3575-3579.

46. Chastan N, Westby GW, Yelnik J, Bardinet E, Do MC, Agid Y, Welter ML (2009) Effects of nigral stimulation on locomotion and postural stability in patients with Parkinson's disease. Brain 132: 172-184.

47. Cheramy A, Leviel V, Glowinski J (1981) Dendritic release of dopamine in the substantia nigra. Nature 289: 537-542.

48. Chung HJ, Steinberg JP, Huganir RL, Linden DJ (2003) Requirement of AMPA receptor GluR2 phosphorylation for cerebellar long-term depression. Science 300: 1751-1755.

49. Contractor A, Swanson G, Heinemann SF (2001) Kainate receptors are involved in short- and long-term plasticity at mossy fiber synapses in the hippocampus. Neuron 29: 209-216.

50. Cooke SF, Bliss TV (2006) Plasticity in the human central nervous system. Brain 129: 1659-1673.

Page 91: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

84

51. Cookson MR (2005) The biochemistry of Parkinson's disease. Annu Rev Biochem 74: 29-52.

52. Costa RM, Lin SC, Sotnikova TD, Cyr M, Gainetdinov RR, Caron MG, Nicolelis MA (2006) Rapid alterations in corticostriatal ensemble coordination during acute dopamine-dependent motor dysfunction. Neuron 52: 359-369.

53. Cotzias GC, Van Woert MH, Schiffer LM (1967) Aromatic amino acids and modification of parkinsonism. N Engl J Med 276: 374-379.

54. Cummings JA, Mulkey RM, Nicoll RA, Malenka RC (1996) Ca2+ signaling requirements for long-term depression in the hippocampus. Neuron 16: 825-833.

55. Cummings JL (1999) Understanding Parkinson disease. JAMA 281: 376-378.

56. Damier P, Hirsch EC, Agid Y, Graybiel AM (1999) The substantia nigra of the human brain. II. Patterns of loss of dopamine-containing neurons in Parkinson's disease. Brain 122 ( Pt 8): 1437-1448.

57. Dash PK, Karl KA, Colicos MA, Prywes R, Kandel ER (1991) cAMP response element-binding protein is activated by Ca2+/calmodulin- as well as cAMP-dependent protein kinase. Proc Natl Acad Sci U S A 88: 5061-5065.

58. Davis S, Butcher SP, Morris RG (1992) The NMDA receptor antagonist D-2-amino-5-phosphonopentanoate (D-AP5) impairs spatial learning and LTP in vivo at intracerebral concentrations comparable to those that block LTP in vitro. J Neurosci 12: 21-34.

59. Dawson VL, Dawson TM (2004) Deadly conversations: nuclear-mitochondrial cross-talk. J Bioenerg Biomembr 36: 287-294.

60. DeLong MR (1990) Primate models of movement disorders of basal ganglia origin. Trends Neurosci 13: 281-285.

61. Deniau JM, Mailly P, Maurice N, Charpier S (2007) The pars reticulata of the substantia nigra: a window to basal ganglia output. Prog Brain Res 160: 151-172.

62. Dorval AD, Russo GS, Hashimoto T, Xu W, Grill WM, Vitek JL (2008) Deep brain stimulation reduces neuronal entropy in the MPTP-primate model of Parkinson's disease. J Neurophysiol 100: 2807-2818.

63. Dostrovsky JO, Hutchison WD, Lozano AM (2002) The globus pallidus, deep brain stimulation, and Parkinson's disease. Neuroscientist 8: 284-290.

64. Dostrovsky JO, Levy R, Wu JP, Hutchison WD, Tasker RR, Lozano AM (2000) Microstimulation-induced inhibition of neuronal firing in human globus pallidus. J Neurophysiol 84: 570-574.

Page 92: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

85

65. Dudek SM, Bear MF (1992) Homosynaptic long-term depression in area CA1 of hippocampus and effects of N-methyl-D-aspartate receptor blockade. Proc Natl Acad Sci U S A 89: 4363-4367.

66. Dunnett S (2003) L-DOPA, dyskinesia and striatal plasticity. Nat Neurosci 6: 437-438.

67. Engert F, Bonhoeffer T (1999) Dendritic spine changes associated with hippocampal long-term synaptic plasticity. Nature 399: 66-70.

68. Eriksen JL, Wszolek Z, Petrucelli L (2005) Molecular pathogenesis of Parkinson disease. Arch Neurol 62: 353-357.

69. Eusebio A, Brown P (2009) Synchronisation in the beta frequency-band - The bad boy of parkinsonism or an innocent bystander? Exp Neurol 217: 1-3.

70. Filali M, Hutchison WD, Palter VN, Lozano AM, Dostrovsky JO (2004) Stimulation-induced inhibition of neuronal firing in human subthalamic nucleus. Exp Brain Res 156: 274-281.

71. Fitzjohn SM, Palmer MJ, May JE, Neeson A, Morris SA, Collingridge GL (2001) A characterisation of long-term depression induced by metabotropic glutamate receptor activation in the rat hippocampus in vitro. J Physiol 537: 421-430.

72. Floran B, Aceves J, Sierra A, Martinez-Fong D (1990) Activation of D1 dopamine receptors stimulates the release of GABA in the basal ganglia of the rat. Neurosci Lett 116: 136-140.

73. Francois C, Percheron G, Yelnik J (1984) Localization of nigrostriatal, nigrothalamic and nigrotectal neurons in ventricular coordinates in macaques. Neuroscience 13: 61-76.

74. Francois C, Tande D, Yelnik J, Hirsch EC (2002) Distribution and morphology of nigral axons projecting to the thalamus in primates. J Comp Neurol 447: 249-260.

75. Gaiarsa JL (2004) Plasticity of GABAergic synapses in the neonatal rat hippocampus. J Cell Mol Med 8: 31-37.

76. Gaiarsa JL, Caillard O, Ben Ari Y (2002) Long-term plasticity at GABAergic and glycinergic synapses: mechanisms and functional significance. Trends Neurosci 25: 564-570.

77. Galvan A, Kuwajima M, Smith Y (2006) Glutamate and GABA receptors and transporters in the basal ganglia: what does their subsynaptic localization reveal about their function? Neuroscience 143: 351-375.

78. Geffen LB, Jessell TM, Cuello AC, Iversen LL (1976) Release of dopamine from dendrites in rat substantia nigra. Nature 260: 258-260.

Page 93: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

86

79. Gibb WR, Lees AJ (1988) A comparison of clinical and pathological features of young- and old-onset Parkinson's disease. Neurology 38: 1402-1406.

80. Gill SS, Patel NK, Hotton GR, O'Sullivan K, McCarter R, Bunnage M, Brooks DJ, Svendsen CN, Heywood P (2003) Direct brain infusion of glial cell line-derived neurotrophic factor in Parkinson disease. Nat Med 9: 589-595.

81. Giuffrida A, Parsons LH, Kerr TM, Rodriguez dF, Navarro M, Piomelli D (1999) Dopamine activation of endogenous cannabinoid signaling in dorsal striatum. Nat Neurosci 2: 358-363.

82. Gonzalez GA, Montminy MR (1989) Cyclic AMP stimulates somatostatin gene transcription by phosphorylation of CREB at serine 133. Cell 59: 675-680.

83. Graybiel AM, Aosaki T, Flaherty AW, Kimura M (1994) The basal ganglia and adaptive motor control. Science 265: 1826-1831.

84. Grofova I, Zhou M (1998) Nigral innervation of cholinergic and glutamatergic cells in the rat mesopontine tegmentum: light and electron microscopic anterograde tracing and immunohistochemical studies. J Comp Neurol 395: 359-379.

85. Guzman JN, Hernandez A, Galarraga E, Tapia D, Laville A, Vergara R, Aceves J, Bargas J (2003) Dopaminergic modulation of axon collaterals interconnecting spiny neurons of the rat striatum. J Neurosci 23: 8931-8940.

86. Hammond C, Bergman H, Brown P (2007) Pathological synchronization in Parkinson's disease: networks, models and treatments. Trends Neurosci 30: 357-364.

87. Hashimoto T, Elder CM, Okun MS, Patrick SK, Vitek JL (2003) Stimulation of the subthalamic nucleus changes the firing pattern of pallidal neurons. J Neurosci 23: 1916-1923.

88. Hashimotodani Y, Ohno-Shosaku T, Tsubokawa H, Ogata H, Emoto K, Maejima T, Araishi K, Shin HS, Kano M (2005) Phospholipase Cbeta serves as a coincidence detector through its Ca2+ dependency for triggering retrograde endocannabinoid signal. Neuron 45: 257-268.

89. Hebb DO (1949) The organization of behaviour. New York: John Wiley and Sons.

90. Hikosaka O, Takikawa Y, Kawagoe R (2000) Role of the basal ganglia in the control of purposive saccadic eye movements. Physiol Rev 80: 953-978.

91. Hrabetova S, Sacktor TC (2001) Transient translocation of conventional protein kinase C isoforms and persistent downregulation of atypical protein kinase Mzeta in long-term depression. Brain Res Mol Brain Res 95: 146-152.

Page 94: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

87

92. Hughes AJ, Daniel SE, Blankson S, Lees AJ (1993) A clinicopathologic study of 100 cases of Parkinson's disease. Arch Neurol 50: 140-148.

93. Hutchison WD, Allan RJ, Opitz H, Levy R, Dostrovsky JO, Lang AE, Lozano AM (1998) Neurophysiological identification of the subthalamic nucleus in surgery for Parkinson's disease. Ann Neurol 44: 622-628.

94. Hutchison 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.

95. Hutchison WD, Lozano AM (2000) Microelectrode recordings in movement disorder surgery. Progr Neurol Surg 15: 103-117.

96. Ito M, Sakurai M, Tongroach P (1982) Climbing fibre induced depression of both mossy fibre responsiveness and glutamate sensitivity of cerebellar Purkinje cells. J Physiol 324: 113-134.

97. Jaber M, Robinson SW, Missale C, Caron MG (1996) Dopamine receptors and brain function. Neuropharmacology 35: 1503-1519.

98. Jaggi JL, Umemura A, Hurtig HI, Siderowf AD, Colcher A, Stern MB, Baltuch GH (2004) Bilateral stimulation of the subthalamic nucleus in Parkinson's disease: surgical efficacy and prediction of outcome. Stereotact Funct Neurosurg 82: 104-114.

99. Junghanns S, Glockler T, Reichmann H (2004) Switching and combining of dopamine agonists. J Neurol 251 Suppl 6: VI/19-VI/23.

100. Kameyama K, Lee HK, Bear MF, Huganir RL (1998) Involvement of a postsynaptic protein kinase A substrate in the expression of homosynaptic long-term depression. Neuron 21: 1163-1175.

101. Kandler K, Katz LC, Kauer JA (1998) Focal photolysis of caged glutamate produces long-term depression of hippocampal glutamate receptors. Nat Neurosci 1: 119-123.

102. Kannenberg K, Sieghart W, Reuter H (1999) Clusters of GABAA receptors on cultured hippocampal cells correlate only partially with functional synapses. Eur J Neurosci 11: 1256-1264.

103. Kaplitt MG, Feigin A, Tang C, Fitzsimons HL, Mattis P, Lawlor PA, Bland RJ, Young D, Strybing K, Eidelberg D, During MJ (2007) Safety and tolerability of gene therapy with an adeno-associated virus (AAV) borne GAD gene for Parkinson's disease: an open label, phase I trial. Lancet 369: 2097-2105.

Page 95: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

88

104. Kasahara J, Fukunaga K, Miyamoto E (2001) Activation of calcium/calmodulin-dependent protein kinase IV in long term potentiation in the rat hippocampal CA1 region. J Biol Chem 276: 24044-24050.

105. Kawaguchi Y, Wilson CJ, Emson PC (1990) Projection subtypes of rat neostriatal matrix cells revealed by intracellular injection of biocytin. J Neurosci 10: 3421-3438.

106. Kerr JN, Wickens JR (2001) Dopamine D-1/D-5 receptor activation is required for long-term potentiation in the rat neostriatum in vitro. J Neurophysiol 85: 117-124.

107. Kish SJ, Shannak K, Hornykiewicz O (1988) Uneven pattern of dopamine loss in the striatum of patients with idiopathic Parkinson's disease. Pathophysiologic and clinical implications. N Engl J Med 318: 876-880.

108. Kita H, Kitai ST (1987) Efferent projections of the subthalamic nucleus in the rat: light and electron microscopic analysis with the PHA-L method. J Comp Neurol 260: 435-452.

109. Kita H, Nambu A, Kaneda K, Tachibana Y, Takada M (2004) Role of ionotropic glutamatergic and GABAergic inputs on the firing activity of neurons in the external pallidum in awake monkeys. J Neurophysiol 92: 3069-3084.

110. Kittler JT, Delmas P, Jovanovic JN, Brown DA, Smart TG, Moss SJ (2000) Constitutive endocytosis of GABAA receptors by an association with the adaptin AP2 complex modulates inhibitory synaptic currents in hippocampal neurons. J Neurosci 20: 7972-7977.

111. Klein C, Lohmann-Hedrich K (2007) Impact of recent genetic findings in Parkinson's disease. Curr Opin Neurol 20: 453-464.

112. Kleiner-Fisman G, Fisman DN, Sime E, Saint-Cyr JA, Lozano AM, Lang AE (2003) Long-term follow up of bilateral deep brain stimulation of the subthalamic nucleus in patients with advanced Parkinson disease. J Neurosurg 99: 489-495.

113. Kleiner-Fisman G, Herzog J, Fisman DN, Tamma F, Lyons KE, Pahwa R, Lang AE, Deuschl G (2006) Subthalamic nucleus deep brain stimulation: summary and meta-analysis of outcomes. Mov Disord 21 Suppl 14: S290-S304.

114. Korf J, Zieleman M, Westerink BH (1976) Dopamine release in substantia nigra? Nature 260: 257-258.

115. Krack P, Batir A, Van Blercom N, Chabardes S, Fraix V, Ardouin C, Koudsie A, Limousin PD, Benazzouz A, LeBas JF, Benabid AL, Pollak P (2003) Five-year follow-up of bilateral stimulation of the subthalamic nucleus in advanced Parkinson's disease. N Engl J Med 349: 1925-1934.

Page 96: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

89

116. Kreitzer AC, Malenka RC (2007) Endocannabinoid-mediated rescue of striatal LTD and motor deficits in Parkinson's disease models. Nature 445: 643-647.

117. Kreitzer AC, Malenka RC (2008) Striatal plasticity and basal ganglia circuit function. Neuron 60: 543-554.

118. Kuhn AA, Kupsch A, Schneider GH, Brown P (2006) Reduction in subthalamic 8-35 Hz oscillatory activity correlates with clinical improvement in Parkinson's disease. Eur J Neurosci 23: 1956-1960.

119. Kuhn AA, Trottenberg T, Kivi A, Kupsch A, Schneider GH, Brown P (2005) The relationship between local field potential and neuronal discharge in the subthalamic nucleus of patients with Parkinson's disease. Exp Neurol 194: 212-220.

120. Lafreniere-Roula M, Hutchison WD, Lozano AM, Hodaie M, Dostrovsky JO (2009) Microstimulation-induced inhibition as a tool to aid targeting the ventral border of the subthalamic nucleus. J Neurosurg.

121. Laitinen LV, Bergenheim AT, Hariz MI (1992) Leksell's posteroventral pallidotomy in the treatment of Parkinson's disease. J Neurosurg 76: 53-61.

122. Lang AE, Lozano AM (1998a) Parkinson's disease. First of two parts. N Engl J Med 339: 1044-1053.

123. Lang AE, Lozano AM (1998b) Parkinson's disease. Second of two parts. N Engl J Med 339: 1130-1143.

124. Lauri SE, Bortolotto ZA, Nistico R, Bleakman D, Ornstein PL, Lodge D, Isaac JT, Collingridge GL (2003) A role for Ca2+ stores in kainate receptor-dependent synaptic facilitation and LTP at mossy fiber synapses in the hippocampus. Neuron 39: 327-341.

125. Lee HK, Barbarosie M, Kameyama K, Bear MF, Huganir RL (2000) Regulation of distinct AMPA receptor phosphorylation sites during bidirectional synaptic plasticity. Nature 405: 955-959.

126. Lee HK, Kameyama K, Huganir RL, Bear MF (1998) NMDA induces long-term synaptic depression and dephosphorylation of the GluR1 subunit of AMPA receptors in hippocampus. Neuron 21: 1151-1162.

127. Lee SH, Liu L, Wang YT, Sheng M (2002) Clathrin adaptor AP2 and NSF interact with overlapping sites of GluR2 and play distinct roles in AMPA receptor trafficking and hippocampal LTD. Neuron 36: 661-674.

128. Lemaire JJ, Coste J, Ouchchane L, Caire F, Nuti C, Derost P, Cristini V, Gabrillargues J, Hemm S, Durif F, Chazal J (2007) Brain mapping in stereotactic

Page 97: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

90

surgery: a brief overview from the probabilistic targeting to the patient-based anatomic mapping. Neuroimage 37 Suppl 1: S109-S115.

129. 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.

130. Li R, Dozmorov M, Hellberg F, Tian Y, Jilderos B, Wigstrom H (2004) Characterization of NMDA induced depression in rat hippocampus: involvement of AMPA and NMDA receptors. Neurosci Lett 357: 87-90.

131. Limousin P, Martinez-Torres I (2008) Deep brain stimulation for Parkinson's disease. Neurotherapeutics 5: 309-319.

132. Lozano AM, Mahant N (2004) Deep brain stimulation surgery for Parkinson's disease: mechanisms and consequences. Parkinsonism Relat Disord 10 Suppl 1: S49-S57.

133. Lu YM, Mansuy IM, Kandel ER, Roder J (2000) Calcineurin-mediated LTD of GABAergic inhibition underlies the increased excitability of CA1 neurons associated with LTP. Neuron 26: 197-205.

134. Malenka RC, Bear MF (2004) LTP and LTD: an embarrassment of riches. Neuron 44: 5-21.

135. Malinow R, Malenka RC (2002) AMPA receptor trafficking and synaptic plasticity. Annu Rev Neurosci 25: 103-126.

136. Mallet N, Pogosyan A, Marton LF, Bolam JP, Brown P, Magill PJ (2008a) Parkinsonian beta oscillations in the external globus pallidus and their relationship with subthalamic nucleus activity. J Neurosci 28: 14245-14258.

137. Mallet N, Pogosyan A, Sharott A, Csicsvari J, Bolam JP, Brown P, Magill PJ (2008b) Disrupted dopamine transmission and the emergence of exaggerated beta oscillations in subthalamic nucleus and cerebral cortex. J Neurosci 28: 4795-4806.

138. Mann VM, Cooper JM, Krige D, Daniel SE, Schapira AH, Marsden CD (1992) Brain, skeletal muscle and platelet homogenate mitochondrial function in Parkinson's disease. Brain 115 ( Pt 2): 333-342.

139. Marsden CD, Obeso JA (1994) The functions of the basal ganglia and the paradox of stereotaxic surgery in Parkinson's disease. Brain 117 ( Pt 4): 877-897.

140. Martella G, Platania P, Vita D, Sciamanna G, Cuomo D, Tassone A, Tscherter A, Kitada T, Bonsi P, Shen J, Pisani A (2009) Enhanced sensitivity to group II mGlu receptor activation at corticostriatal synapses in mice lacking the familial parkinsonism-linked genes PINK1 or Parkin. Exp Neurol 215: 388-396.

Page 98: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

91

141. Martin KC, Michael D, Rose JC, Barad M, Casadio A, Zhu H, Kandel ER (1997) MAP kinase translocates into the nucleus of the presynaptic cell and is required for long-term facilitation in Aplysia. Neuron 18: 899-912.

142. Mink JW (1996) The basal ganglia: focused selection and inhibition of competing motor programs. Prog Neurobiol 50: 381-425.

143. Mink JW (2003) The Basal Ganglia and involuntary movements: impaired inhibition of competing motor patterns. Arch Neurol 60: 1365-1368.

144. Missale C, Nash SR, Robinson SW, Jaber M, Caron MG (1998) Dopamine receptors: from structure to function. Physiol Rev 78: 189-225.

145. Montminy MR, Bilezikjian LM (1987) Binding of a nuclear protein to the cyclic-AMP response element of the somatostatin gene. Nature 328: 175-178.

146. Morgante F, Espay AJ, Gunraj C, Lang AE, Chen R (2006) Motor cortex plasticity in Parkinson's disease and levodopa-induced dyskinesias. Brain 129: 1059-1069.

147. Moro E, Scerrati M, Romito LM, Roselli R, Tonali P, Albanese A (1999) Chronic subthalamic nucleus stimulation reduces medication requirements in Parkinson's disease. Neurology 53: 85-90.

148. Moser EI, Moser MB, Andersen P (1994) Potentiation of dentate synapses initiated by exploratory learning in rats: dissociation from brain temperature, motor activity, and arousal. Learn Mem 1: 55-73.

149. Nakamura K, Hikosaka O (2006a) Facilitation of saccadic eye movements by postsaccadic electrical stimulation in the primate caudate. J Neurosci 26: 12885-12895.

150. Nakamura K, Hikosaka O (2006b) Role of dopamine in the primate caudate nucleus in reward modulation of saccades. J Neurosci 26: 5360-5369.

151. Nambu A, Tokuno H, Hamada I, Kita H, Imanishi M, Akazawa T, Ikeuchi Y, Hasegawa N (2000) Excitatory cortical inputs to pallidal neurons via the subthalamic nucleus in the monkey. J Neurophysiol 84: 289-300.

152. Nicoll RA, Kauer JA, Malenka RC (1988) The current excitement in long-term potentiation. Neuron 1: 97-103.

153. Nicoll RA, Malenka RC (1999) Expression mechanisms underlying NMDA receptor-dependent long-term potentiation. Ann N Y Acad Sci 868: 515-525.

154. Nusser Z, Hajos N, Somogyi P, Mody I (1998) Increased number of synaptic GABA(A) receptors underlies potentiation at hippocampal inhibitory synapses. Nature 395: 172-177.

Page 99: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

92

155. Nutt JG, Carter JH, Woodward WR (1995) Long-duration response to levodopa. Neurology 45: 1613-1616.

156. Obeso JA, Olanow CW, Nutt JG (2000a) Levodopa motor complications in Parkinson's disease. Trends Neurosci 23: S2-S7.

157. Obeso JA, Rodriguez-Oroz MC, Rodriguez M, Lanciego JL, Artieda J, Gonzalo N, Olanow CW (2000b) Pathophysiology of the basal ganglia in Parkinson's disease. Trends Neurosci 23: S8-19.

158. Oliet SH, Malenka RC, Nicoll RA (1997) Two distinct forms of long-term depression coexist in CA1 hippocampal pyramidal cells. Neuron 18: 969-982.

159. Pahapill PA, Lozano AM (2000) The pedunculopontine nucleus and Parkinson's disease. Brain 123 ( Pt 9): 1767-1783.

160. Pahwa R, Wilkinson SB, Overman J, Lyons KE (2005) Preoperative clinical predictors of response to bilateral subthalamic stimulation in patients with Parkinson's disease. Stereotact Funct Neurosurg 83: 80-83.

161. Parent A, Hazrati LN (1995a) Functional anatomy of the basal ganglia. I. The cortico-basal ganglia-thalamo-cortical loop. Brain Res Brain Res Rev 20: 91-127.

162. Parent A, Hazrati LN (1995b) Functional anatomy of the basal ganglia. II. The place of subthalamic nucleus and external pallidum in basal ganglia circuitry. Brain Res Brain Res Rev 20: 128-154.

163. Parkinson J (1817) An Essay on the Shaking Palsy. London, England: Sherwood, Neely & Jones.

164. Perlmutter JS, Mink JW (2006) Deep brain stimulation. Annu Rev Neurosci 29: 229-257.

165. Picconi B, Centonze D, Hakansson K, Bernardi G, Greengard P, Fisone G, Cenci MA, Calabresi P (2003) Loss of bidirectional striatal synaptic plasticity in L-DOPA-induced dyskinesia. Nat Neurosci 6: 501-506.

166. Picconi B, Paille V, Ghiglieri V, Bagetta V, Barone I, Lindgren HS, Bernardi G, Angela CM, Calabresi P (2008) l-DOPA dosage is critically involved in dyskinesia via loss of synaptic depotentiation. Neurobiol Dis 29: 327-335.

167. Picconi B, Pisani A, Barone I, Bonsi P, Centonze D, Bernardi G, Calabresi P (2005) Pathological synaptic plasticity in the striatum: implications for Parkinson's disease. Neurotoxicology 26: 779-783.

168. Pittenger C, Kandel ER (2003) In search of general mechanisms for long-lasting plasticity: Aplysia and the hippocampus. Philos Trans R Soc Lond B Biol Sci 358: 757-763.

Page 100: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

93

169. Precht W, Yoshida M (1971) Blockage of caudate-evoked inhibition of neurons in the substantia nigra by picrotoxin. Brain Res 32: 229-233.

170. Prescott IA, Dostrovsky JO, Moro E, Hodaie M, Lozano AM, Hutchison WD (2009) Levodopa enhances synaptic plasticity in the substantia nigra pars reticulata of Parkinson's disease patients. Brain 132: 309-318.

171. Priyadarshi A, Khuder SA, Schaub EA, Priyadarshi SS (2001) Environmental risk factors and Parkinson's disease: a metaanalysis. Environ Res 86: 122-127.

172. Radnikow G, Misgeld U (1998) Dopamine D1 receptors facilitate GABAA synaptic currents in the rat substantia nigra pars reticulata. J Neurosci 18: 2009-2016.

173. Rammes G, Palmer M, Eder M, Dodt HU, Zieglgansberger W, Collingridge GL (2003) Activation of mGlu receptors induces LTD without affecting postsynaptic sensitivity of CA1 neurons in rat hippocampal slices. J Physiol 546: 455-460.

174. Raymond CR (2007) LTP forms 1, 2 and 3: different mechanisms for the "long" in long-term potentiation. Trends Neurosci 30: 167-175.

175. Reid CA, Dixon DB, Takahashi M, Bliss TV, Fine A (2004) Optical quantal analysis indicates that long-term potentiation at single hippocampal mossy fiber synapses is expressed through increased release probability, recruitment of new release sites, and activation of silent synapses. J Neurosci 24: 3618-3626.

176. Ribak CE, Vaughn JE, Barber RP (1981) Immunocytochemical localization of GABAergic neurones at the electron microscopical level. Histochem J 13: 555-582.

177. Ribak CE, Vaughn JE, Roberts E (1979) The GABA neurons and their axon terminals in rat corpus striatum as demonstrated by GAD immunocytochemistry. J Comp Neurol 187: 261-283.

178. Rinne UK, Bracco F, Chouza C, Dupont E, Gershanik O, Marti Masso JF, Montastruc JL, Marsden CD, Dubini A, Orlando N, Grimaldi R (1997) Cabergoline in the treatment of early Parkinson's disease: results of the first year of treatment in a double-blind comparison of cabergoline and levodopa. The PKDS009 Collaborative Study Group. Neurology 48: 363-368.

179. Robertson GS, Damsma G, Fibiger HC (1991) Characterization of dopamine release in the substantia nigra by in vivo microdialysis in freely moving rats. J Neurosci 11: 2209-2216.

180. Ronesi J, Gerdeman GL, Lovinger DM (2004) Disruption of endocannabinoid release and striatal long-term depression by postsynaptic blockade of endocannabinoid membrane transport. J Neurosci 24: 1673-1679.

Page 101: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

94

181. Saliba RS, Michels G, Jacob TC, Pangalos MN, Moss SJ (2007) Activity-dependent ubiquitination of GABA(A) receptors regulates their accumulation at synaptic sites. J Neurosci 27: 13341-13351.

182. Schmitz D, Mellor J, Breustedt J, Nicoll RA (2003) Presynaptic kainate receptors impart an associative property to hippocampal mossy fiber long-term potentiation. Nat Neurosci 6: 1058-1063.

183. Schrag A, Quinn N (2000) Dyskinesias and motor fluctuations in Parkinson's disease. A community-based study. Brain 123 ( Pt 11): 2297-2305.

184. Schultz W (2002) Getting formal with dopamine and reward. Neuron 36: 241-263.

185. Schupbach WM, Chastan N, Welter ML, Houeto JL, Mesnage V, Bonnet AM, Czernecki V, Maltete D, Hartmann A, Mallet L, Pidoux B, Dormont D, Navarro S, Cornu P, Mallet A, Agid Y (2005) Stimulation of the subthalamic nucleus in Parkinson's disease: a 5 year follow up. J Neurol Neurosurg Psychiatry 76: 1640-1644.

186. Sharott A, Magill PJ, Harnack D, Kupsch A, Meissner W, Brown P (2005) Dopamine depletion increases the power and coherence of beta-oscillations in the cerebral cortex and subthalamic nucleus of the awake rat. Eur J Neurosci 21: 1413-1422.

187. Shen W, Flajolet M, Greengard P, Surmeier DJ (2008) Dichotomous dopaminergic control of striatal synaptic plasticity. Science 321: 848-851.

188. Smith Y, Bolam JP (1989) Neurons of the substantia nigra reticulata receive a dense GABA-containing input from the globus pallidus in the rat. Brain Res 493: 160-167.

189. Sparks DL, Mays LE (1990b) Signal transformations required for the generation of saccadic eye movements. Annu Rev Neurosci 13: 309-336.

190. Sparks DL, Mays LE (1990a) Signal transformations required for the generation of saccadic eye movements. Annu Rev Neurosci 13: 309-336.

191. Squire LR, Kandel ER (1999) Memory: From Mind to Molecules. New York: Scientific American Library.

192. Stefan K, Kunesch E, Benecke R, Cohen LG, Classen J (2002) Mechanisms of enhancement of human motor cortex excitability induced by interventional paired associative stimulation. J Physiol 543: 699-708.

193. Stefan K, Kunesch E, Cohen LG, Benecke R, Classen J (2000) Induction of plasticity in the human motor cortex by paired associative stimulation. Brain 123 Pt 3: 572-584.

Page 102: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

95

194. Surmeier DJ, Song WJ, Yan Z (1996) Coordinated expression of dopamine receptors in neostriatal medium spiny neurons. J Neurosci 16: 6579-6591.

195. Takakusaki K, Habaguchi T, Ohtinata-Sugimoto J, Saitoh K, Sakamoto T (2003) Basal ganglia efferents to the brainstem centers controlling postural muscle tone and locomotion: a new concept for understanding motor disorders in basal ganglia dysfunction. Neuroscience 119: 293-308.

196. Takakusaki K, Saitoh K, Harada H, Kashiwayanagi M (2004) Role of basal ganglia-brainstem pathways in the control of motor behaviors. Neurosci Res 50: 137-151.

197. Tan Y, Hori N, Carpenter DO (2003) The mechanism of presynaptic long-term depression mediated by group I metabotropic glutamate receptors. Cell Mol Neurobiol 23: 187-203.

198. Tanzi E (1893) I fatti e le induzioni nell'odierna istologia del sistema nervosa. Riv Sperim Feniatria Medic Leg 19: 419-472.

199. Terman D, Rubin JE, Yew AC, Wilson CJ (2002) Activity patterns in a model for the subthalamopallidal network of the basal ganglia. J Neurosci 22: 2963-2976.

200. Thanvi BR, Lo TC (2004) Long term motor complications of levodopa: clinical features, mechanisms, and management strategies. Postgrad Med J 80: 452-458.

201. Timmerman W, Abercrombie ED (1996) Amphetamine-induced release of dendritic dopamine in substantia nigra pars reticulata: D1-mediated behavioral and electrophysiological effects. Synapse 23: 280-291.

202. Tong G, Malenka RC, Nicoll RA (1996) Long-term potentiation in cultures of single hippocampal granule cells: a presynaptic form of plasticity. Neuron 16: 1147-1157.

203. Ueki Y, Mima T, Kotb MA, Sawada H, Saiki H, Ikeda A, Begum T, Reza F, Nagamine T, Fukuyama H (2006) Altered plasticity of the human motor cortex in Parkinson's disease. Ann Neurol 59: 60-71.

204. Ungerstedt U (1971) Postsynaptic supersensitivity after 6-hydroxy-dopamine induced degeneration of the nigro-striatal dopamine system. Acta Physiol Scand Suppl 367: 69-93.

205. van Dam EJ, Ruiter B, Kamal A, Ramakers GM, Gispen WH, de Graan PN (2002) N-methyl-D-aspartate-induced long-term depression is associated with a decrease in postsynaptic protein kinase C substrate phosphorylation in rat hippocampal slices. Neurosci Lett 320: 129-132.

206. Vingerhoets FJ, Schulzer M, Calne DB, Snow BJ (1997) Which clinical sign of Parkinson's disease best reflects the nigrostriatal lesion? Ann Neurol 41: 58-64.

Page 103: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

96

207. Wang JH, Stelzer A (1996) Shared calcium signaling pathways in the induction of long-term potentiation and synaptic disinhibition in CA1 pyramidal cell dendrites. J Neurophysiol 75: 1687-1702.

208. Wang YT, Linden DJ (2000) Expression of cerebellar long-term depression requires postsynaptic clathrin-mediated endocytosis. Neuron 25: 635-647.

209. Weinberger M, Hamani C, Hutchison WD, Moro E, Lozano AM, Dostrovsky JO (2008b) Pedunculopontine nucleus microelectrode recordings in movement disorder patients. Exp Brain Res 188: 165-174.

210. Weinberger M, Hamani C, Hutchison WD, Moro E, Lozano AM, Dostrovsky JO (2008a) Pedunculopontine nucleus microelectrode recordings in movement disorder patients. Exp Brain Res 188: 165-174.

211. Weinberger M, Hutchison WD, Dostrovsky JO (2009) Pathological subthalamic nucleus oscillations in PD: Can they be the cause of bradykinesia and akinesia? Exp Neurol.

212. Weinberger M, Mahant N, Hutchison WD, Lozano AM, Moro E, Hodaie M, Lang AE, Dostrovsky JO (2006) Beta oscillatory activity in the subthalamic nucleus and its relation to dopaminergic response in Parkinson's disease. J Neurophysiol 96: 3248-3256.

213. Wichmann T, Kliem MA (2004) Neuronal activity in the primate substantia nigra pars reticulata during the performance of simple and memory-guided elbow movements. J Neurophysiol 91: 815-827.

214. Wichmann T, Kliem MA, DeLong MR (2001) Antiparkinsonian and behavioral effects of inactivation of the substantia nigra pars reticulata in hemiparkinsonian primates. Exp Neurol 167: 410-424.

215. Wickens JR (2009) Synaptic plasticity in the basal ganglia. Behav Brain Res 199: 119-128.

216. Wolters A, Sandbrink F, Schlottmann A, Kunesch E, Stefan K, Cohen LG, Benecke R, Classen J (2003) A temporally asymmetric Hebbian rule governing plasticity in the human motor cortex. J Neurophysiol 89: 2339-2345.

217. Wooten GF (2001) Anatomy and function of dopamine receptors: understanding the pathophysiology of fluctuations in Parkinson's disease. Parkinsonism Relat Disord 8: 79-83.

218. Xu W, Russo GS, Hashimoto T, Zhang J, Vitek JL (2008) Subthalamic nucleus stimulation modulates thalamic neuronal activity. J Neurosci 28: 11916-11924.

Page 104: SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS …€¦ · SYNAPTIC PLASTICITY IN BASAL GANGLIA OUTPUT NEURONS IN PARKINSON’S DISEASE PATIENTS Master of Science 2009, Ian Prescott,

97

219. Yamamoto KK, Gonzalez GA, Biggs WH, III, Montminy MR (1988) Phosphorylation-induced binding and transcriptional efficacy of nuclear factor CREB. Nature 334: 494-498.

220. Yang SN, Tang YG, Zucker RS (1999) Selective induction of LTP and LTD by postsynaptic [Ca2+]i elevation. J Neurophysiol 81: 781-787.

221. Yin HH, Knowlton BJ, Balleine BW (2006) Inactivation of dorsolateral striatum enhances sensitivity to changes in the action-outcome contingency in instrumental conditioning. Behav Brain Res 166: 189-196.

222. Yoshida M, Precht W (1971) Monosynaptic inhibition of neurons of the substantia nigra by caudato-nigral fibers. Brain Res 32: 225-228.

223. Yuill GM (1976) Letter: Effect of levodopa on Parkinsonian tremor. Br Med J 1: 283-284.

224. Zakharenko SS, Zablow L, Siegelbaum SA (2002) Altered presynaptic vesicle release and cycling during mGluR-dependent LTD. Neuron 35: 1099-1110.

225. Zhang ZX, Roman GC (1993) Worldwide occurrence of Parkinson's disease: an updated review. Neuroepidemiology 12: 195-208.

226. Zigmond MJ, Abercrombie ED, Berger TW, Grace AA, Stricker EM (1990) Compensations after lesions of central dopaminergic neurons: some clinical and basic implications. Trends Neurosci 13: 290-296.

227. Zucker RS, Regehr WG (2002) Short-term synaptic plasticity. Annu Rev Physiol 64: 355-405.