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‘Brainwaves’ in the human basal ganglia L.J. Bour Department of Neurology/Clinical Neurophysiology, Academic Medical Center, University of Amsterdam, Amsterdam Brainwaves meeting Leiden, 25 june 2009

Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

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Page 1: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

‘Brainwaves’ in the human basal ganglia

L.J. Bour Department of Neurology/Clinical Neurophysiology, Academic

Medical Center, University of Amsterdam,Amsterdam

Brainwaves meeting Leiden, 25 june 2009

Page 2: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s Disease and Essential Tremor

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 3: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s Disease and Essential Tremor

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 4: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

DBS-neurosurgery

Page 5: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

DBS-neurosurgery

• Movement Disorders– Parkinson’s Disease (STN,GPi)– Dystonia (GPi)– Essential Tremor (VIM)– Gilles de la Tourette (GPi, Thal)

• Psychiatric Disorders – OCD (Nucleus Accumbens..)– Depression

• Alzheimer (?)• Epilepsy

– Hippocampus (?)

Page 6: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

3D Imaging and planning

Page 7: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Surgical Procedure

Page 8: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Effect of Unilateral DBS turned off and on in PD patient

Page 9: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 10: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal Ganglia

Globus

Pallidus

Page 11: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal Ganglia

Globus

Pallidus

Subthalamic

Nucleus

Page 12: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal Ganglia

Globus

Pallidus

Subthalamic

Nucleus

Substantia

Nigra

Page 13: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal Ganglia

Globus

Pallidus

Subthalamic

Nucleus

Substantia

Nigra

Thalamus

Page 14: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal Ganglia

Globus

Pallidus

Subthalamic

Nucleus

Substantia

Nigra

Thalamus

VIM

Page 15: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal Ganglia

Page 16: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal GangliaDopamine Pathways

Page 17: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Sagital View Basal GangliaDopamine Pathways Serotonin Pathways

Page 18: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Indicate targets for DBS in the basal ganglia

- Models of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 19: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Model

Page 20: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Model

Page 21: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Indicate targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 22: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Needle for MER/test stimulation/LFP

Page 23: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Electrode Array

CentralLateral Medial

Anterior

Posterior

4 mm

Page 24: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Implanted electode in STNSagital view: 13.0 mm lateral

Anterior

Page 25: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Implanted electode in GPSagital view: 20.0 mm lateral

Anterior

Page 26: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Indicate targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Essential Tremor and Parkinson’s Disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 27: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Parkinson Patient spike trains and power spectra of rectified MER activity in the STN

Page 28: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Parkinson Patient Oscillatory Beta Activity (12-22 Hz) in the dorsal part of the STN

Power spectrum MER activity Power spectrum LFP activity

Page 29: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Parkinson Patient Spike detection and spike clustering in STN

0 1000 2000 3000 4000 5000 6000 7000 8000 9000 10000-0.1

-0.05

0

0.05

0.1

time (ms)

Volta

ge

00.05

0.10.15 0 0.01

0.020.03

0

0.02

0.04

0.060.08

coeff 24

Best projection of the wavelet coefficients

coeff 2

coef

f 12

-0.2 -0.1 0 0.1

-0.10

0.10.2

-0.04

-0.02

0

0.02

pc1

Scores pc1 vs. pc2 vs. pc3

pc2

pc3

Page 30: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Parkinson Patient Synchronous Beta Activity (17-20 Hz) in the dorsal part of the STN

Coherence spectrum of spike activity of two single units measured at the same microneedle

Page 31: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Parkinson Patient Disappearance of Beta Activity (15-30 Hz) in the STN with DBS

From Hammond, Bergman and Brown, Brain 2008

Page 32: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Effect of pallidotomy on STN Beta activity

Page 33: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Effect of pallidotomy on STN Beta activity

pallidotomy patients n=7; no pallidotomy n=35

100

150

200

250

300

3-8Hz 8-12Hz 12-20Hz 20-30Hz 30-60Hz 60-100Hz

Pallidotomy Contralateral Control

Absolute spectral power* * * *

Page 34: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Essential Tremor Patient MER activity in Thalamus (VIM) and EMG FEDC muscle

Page 35: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Essential Tremor Patient MER ~ 6 Hz activity in Thalamus (VIM) ; bistability

5 sec ->

Page 36: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Indicate targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 37: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Dystonia Patient Myoclonus and Dystonia

Page 38: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Dystonia Patient MER activity in the GP

Page 39: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Coherence Analysis between LFP of the GPi

and EMG Activity of Two Skeletal Muscles

Page 40: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Coherence Analysis between LFP of the GPi

and EMG Activity of Two Skeletal Muscles

Page 41: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

5 sec

Warning cue Imperative Cue

GO

NOGO

Warning cue Imperative Cue

Flash

LED

LED

Event Related Spectral Pertubation of LFP (De)synchronization in GPi with Go/Nogo Paradigm

Page 42: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Event Related Spectral Pertubation of LFP (De)synchronization in GPi with Go/Nogo Paradigm

Go NoGo

Page 43: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Indicate targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 44: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

OCD Patient

Page 45: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Delta power increase with exposure (increase of anxiety)‏

Page 46: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Event Related Spectral Pertubation of LFP (De)synchronization in Accumbens with Go Nogo

Page 47: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Event Related Spectral Pertubation of LFP (De)synchronization in Accumbens with Go Nogo

Page 48: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Event Related Spectral Pertubation of LFP (De)synchronization in Nucleus Accumbens with Reward Paradigm

3/4/5 sec

Warning Cue

Money

No Money

Push

Symbol O

1 sec

Reward

Symbol 5

Symbol 5

Total Amount

Total Amount

Page 49: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Event Related Spectral Pertubation of LFP (De)synchronization in Nucleus Accumbens with Reward Paradigm

Page 50: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Event Related Spectral Pertubation of LFP (De)synchronization in Nucleus Accumbens with Reward Paradigm

Page 51: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Outline

- Short description stereotactic

procedure for DBS

- Indicate targets for DBS in the basal ganglia

- Model(s) of the network of cortex, basal ganglia and thalamus

- Micro electrode recording (MER) and local field potentials (LFP)

- Basal ganglia oscillations in Parkinson’s disease

- Basal ganglia oscillations in Dystonia

- Basal ganglia oscillations in OCD

- What does oscillatory activity in the brain mean?

Page 52: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Brainwaves in the Basal Ganglia1) Pathological ongoing synchronous firing of neuronal populations

PD/Essential Tremor: 3-7 Hz

Beta activity in PD:

15-30 Hz

Abnormal cortical drive in Dystonia: 3-10 Hz

Increase in sub-delta power in OCD: < 2 Hz

2) (De)Synchronizations

of different frequencies in relation to:

Events:

2-20 Hz

Movement:

30 and 60 Hz

Emotion (?):

20-30 Hz

Page 53: Outline - Lorentz Center · - Basal ganglia oscillations in OCD ... Outline - Short description stereotactic procedure for DBS - Targets for DBS in the basal ganglia - Model(s) of

Thank you for your attention

With many thanks to: M.F. Contarino, R.A.M. De Bie, M.A.J. De Koning Tijssen, D. Denys, E.M. Foncke, P. van den Munckhof, P.R. Schuurman, J.D. Speelman, A.F. Van Rootselaar.