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Spatiotemporal electrophysiology of cerebral ischemia observed using chronic electrode array Matthew T. Huberty and Madeline Midgett Peter Tek, Graduate Student Dr. Patrick J. Rousche, Principal Investigator Neural Engineering Applications Laboratory Department of Bioengineering University of Illinois at Chicago Logo: http://www.mrutc.org/outreach/workshop/homelogo.jpg Backdrop used throughout: http://fweak.deviantart.com/art/neuron-2798115

Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

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Page 1: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Spatiotemporal electrophysiology of cerebral ischemia observed using chronic electrode array

Matthew T. Huberty and Madeline MidgettPeter Tek, Graduate Student

Dr. Patrick J. Rousche, Principal InvestigatorNeural Engineering Applications Laboratory

Department of BioengineeringUniversity of Illinois at Chicago

Logo: http://www.mrutc.org/outreach/workshop/homelogo.jpgBackdrop used throughout: http://fweak.deviantart.com/art/neuron-2798115

Page 2: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Overview• Purpose• Introduction• Methods

• Results and Discussion• Conclusion• Acknowledgements

Page 3: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 4: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

A better understanding of brain tissue reorganization

following stroke using electrophysiological recordings

to help in developing stroke therapies and optimize recovery

in the future.

Page 5: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 6: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Picture: http://jeffreyleow.files.wordpress.com/2007/10/emergency.jpg

A disruption of blood flow in the brain that leads to long-term functional deficits due to the injury and death of neurons.

Page 7: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Stroke Statistics

780,000780,000 people suffer a stroke every year!

87%87% of strokes are ischemic strokes.

Associated yearly economic burden of $65.6 billion$65.6 billion

Stroke is the leading cause of severe disabilityleading cause of severe disability in the United States

Page 8: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Two types of stroke:

Picture: http://www.beliefnet.com/healthandhealing/images/si55551195.jpg

Page 9: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

What is so badabout cutting off blood supply to

the brain?Picture: http://images.jupiterimages.com/common/detail/10/60/23346010.jpg

Page 10: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Temporal view of stroke

Picture: Kriesel SH et al: Pathophysiology of stroke rehabilitation: temporal aspects of neurofunctionalrecovery Cerebrovasc Dis 2006; 21: 6-17.

Page 11: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Spatial view of stroke

Picture: http://203.131.209.130/neurosurgery/cai/image/penum.gif

Not to scale

Electrodes

Page 12: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 13: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

In auditory cortex…

•Did not use the Sprague-Dawley strain employed in the proposed study•Created lesion in parietal, motor, or occipital cortices•Made in vitro recordings in thin, post-mortem brain slices (Domann et al. 1993 and Buchkremer-Ratzmann et al. 1996)

Page 14: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

In auditory cortex…•Concluded

recording after first 800 seconds

following photothrombosis

(Chiganos et al. 2006)

Page 15: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

In motor cortex…Kleim J, Nudo R, Adkins D, Jones T:Enhance motor recovery and plastic reorganization with rehabilitative training and electrical stimulation 

Our Aim:To record spatiotemporal dynamic changes

of electrophysiological and correlative behavioral response before, during, and after stroke

Page 16: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 17: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

The following slides contain graphic

material that may not be suitable for all

audiences. Viewer discretion is advised.

Page 18: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 19: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Electrode array design

Bottom view

Not to scale

ElectrodesFiber optic light and port

PMMA

Page 20: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Electrode arrayElectrodesFiber optic

light

Magnified

Page 21: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 22: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Two rat groupsControl Group

Subject to:

1.Chronic electrode array implantation

2.Daily recordings

Experimental Group

Subject to:

1.Chronic electrode array implantation

2.2.PhotothromboticPhotothromboticstrokestroke

3.Daily recordings

Page 23: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Photothrombosis

Magnified

Fiber optic light

Electrode

Page 24: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

In vivo recording setup

Page 25: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 26: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Recording hardware

Page 27: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

A 100 dB click stimulus was played every 500 ms at a distance of 36 inches from subject’s ears for 5

minutes every morning

Page 28: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Screenshot of: Tucker-Davis Technologies OpenEx software

Page 29: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Motor Cortex Study Methods

Page 30: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Behavioral Tests

1. Cylinder TestMeasures upper forelimb function

2. Pasta Manipulation TestMeasures forepaw function

Page 31: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Cylinder Test (Behavioral)

• Encourages upright exploratory movements

• Characterizes neural damage with asymmetrical use of forelimbs

Page 32: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Cylinder Test

Right Forelimb Only Left Forelimb Only Both Forelimbs

Page 33: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Pasta Manipulation Test

• measure of dexterous forepaw function

• Rats given 7 cm lengths of uncooked pasta

• Video recorded and eating patterns analyzed

Page 34: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Eating Variables

1. Number of adjustments made per forepaw

Page 35: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Eating Variables

2. Time required to eat a whole strand

Page 36: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Electrode Location

Bregma

Implant Site

2-4 mm rostal and 2-4 mm lateral relative to Bregma

Page 37: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Electrophysiological Recording

Figure taken from "Evaluation of the dynamic electrophysiological profile of the at cerebral cortex in response to focal infarction," Terry C. Chiganos, Jr., Preliminary Thesis Defense Summary, 2005.

Page 38: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 39: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

In the Auditory Cortex…

Page 40: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

0 0.1 0.2 0.3 0.4 0.5Time (sec)

400

600

800

1000

1200

SSPK_CH2

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH1

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH1

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH1

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

400

600

800

1000

1200

SSPK_CH1C

ount

s/bi

n

Control SubjectControl Subject

PSTHs

1 bin = 10 ms

Day 0 Day 1 Day 2

Day 4 Day 5

Page 41: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

No. Days Post-Op

Tim

e El

apse

d (s

ec)

Control SubjectControl Subject

Time Elapsed between First and Second Local Maximums During Stimulus Presentation vs. Time

0

0.05

0.1

0.15

0.2

0.25

0 1 2 3 4 5 6 7 8

ControlSubject

Page 42: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

y  =   ‐26.62Ln(x) +  70.283

R 2 =  0.577

0

10

20

30

40

50

60

70

80

90

100

0 1 2 3 4 5 6 7 8

NoS timulus C h1 Log. (NoS timulus C h1)

y  =   ‐28.158Ln(x) +  79.274

R 2 =  0.6565

0102030405060708090

100

0 1 2 3 4 5 6 7 8

S timulus C h1 Log. (S timulus C h1)

No. Days Post-Op

Firin

g Fr

eque

ncy

(Hz)

No. Days Post-Op

Firin

g Fr

eque

ncy

(Hz)

Control SubjectControl Subject

Mean Firing Rate vs. Time

Page 43: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

No. Days Post-Op

Firin

g Fr

eque

ncy

(Hz)

No. Days Post-Op

Firin

g Fr

eque

ncy

(Hz)

Control SubjectControl Subject

Mean Firing Rate vs. Time

(Day No. 5 Post-Op Excluded)

y  =   ‐33.912Ln(x) +  72.292

R 2 =  0.8954

0

10

20

30

40

50

60

70

80

90

100

0 1 2 3 4 5 6 7 8

NoS timulus C h1 Log. (NoS timulus C h1)

y  =   ‐34.252Ln(x) +  80.953

R 2 =  0.8847

0102030405060708090

100

0 1 2 3 4 5 6 7 8

S timulus C h1 Log. (S timulus C h1)

Page 44: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH2

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH2

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH2

Cou

nts/

bin

0 0.1 0.2 0.3 0.4 0.5Time (sec)

200

400

600

800

1000

1200

SSPK_CH3

Cou

nts/

bin

Day 0 Before Stroke

Day 0 During Stroke

Day 1 Day 4

Experimental Experimental SubjectSubject

PSTHs

1 bin = 10 ms

Page 45: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

In the Motor Cortex…

Page 46: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Cylinder Test Data Cylinder Test Touches vs. Rat

02468

101214161820

1 2 3 4

Rat

Num

ber

of T

ouch

es

right forelimbleft forelimbboth forelimbs

• All rats prefer using both forelimbs prior to stroke

• All rats prefer their right forelimb

Page 47: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Cylinder Test Data

Right and Left Touches vs. Testing Day

0

4

8

12

16

0 2 4 6 8 10Testing Day

Num

ber o

f Tou

ches R1 right

R1 left

R2 right

R2 left

R3 right

R3 left

R4 right

R4 left

4.75.33.614.25.18.8Total Touches (stedv)

1.44.71.83.41.93.0R/L Touches (stdev)

R4 (6‐10)R4 (1‐5)R2 (6‐10)R2 (1‐5)R1 (6‐10)R1 (1‐5)

A. B.

C.

Touches per Trial vs. Testing Day

01020304050

0 2 4 6 8 10 12

Testing Day

Num

ber o

f Tou

ches

R1

R2

R3

R4

Page 48: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Pasta Manipulation Test Data

Time per Pasta Piece vs. Training Day

468

101214

0 2 4 6 8 10

Training Day

Tim

e (s

ec) R1

R2

R4

0.21.40.41.50.51.8time (stdev)

R4 (5‐7)R4 (1‐4)R2 (5‐9)R2 (1‐4)R1 (5‐9)R1 (1‐4)

Page 49: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Pasta Manipulation Test Data

Total Adjustments Per Pasta Piece vs. Training Day

02468

10

0 2 4 6 8 10

Training Day

Num

ber o

f A

djus

tmen

ts

R1

R2

R4

Page 50: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Stroke Behavioral DataCylinder Test: Before and After Stroke

0

4

8

12

16

right forelimb left forelimb both forelimbs

Touch Type

Num

ber o

f Tou

ches

Pre-Stroke

Post-Stroke

Pasta Test: Before and After Stroke

0

1

2

3

4

right left

Adjustment

Num

ber o

f A

djus

tmen

ts

Pre-Stroke

Post-Stroke

A.

B.

Page 51: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Pre-Stroke(Mean=94)

During Stroke(Mean=146)

Post-Stroke: Day 0(Mean=4)

Post-Stroke: Day 1(Mean=83)

Post-Stroke: Day 2(Mean=72)

Page 52: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training
Page 53: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Implant Trauma and Viability

1.Suggests that the penetrating trauma associated with electrode implantation possibly led to altered primary auditory cortex neuronal firing activity

2.Suggests that the formation of scar tissue around the electrode possibly led to a decrease in electrode viability

Page 54: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Future Directions

1.Carry out more surgeries to increase sample size and continue recording for broadened temporal “picture”

2.Develop a logarithmic mathematical model of the erosion of electrode viability

3.Employ multi-channel electrodes to generate spatial data

4.Perform studies that will characterize and explain the physiological phenomenon responsible for the findings of the proposed study

Page 55: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Motor Cortex• Regular behavioral training is necessary to accurately assess motor cortex function after stroke.

• Trauma associated with electrode implant and recovery does not affect behavioral performance. 

• Both the cylinder and the pasta manipulation tests show deficits in forepaw function after stroke in the stroke animal.  

• The changing mean firing rates of neural activity shows evidence of a stroke and neural recovery.   

Page 56: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

Acknowledgements•Dr. C. G. Takoudis, REU Director•Dr. G. Jursich, REU Co-Director•Dr. Patrick J. Rousche, Principal Investigator•Peter Tek, MS Student•UIC Animal Care Committee

•National Science Foundation EEC-0755115 REU Grant•Department of Defense ASSURE Grant•National Science Foundation Career Award #0348145

Page 57: Spatiotemporal electrophysiology of cerebral ischemia ... and H… · Kleim J, Nudo R, Adkins D, Jones T: Enhance motor recovery and plastic reorganization with rehabilitative training

References[1] American Heart Association 2008 Heart Disease and StrokeStatistics—2008 Update[2] W. Jensen, P.J. Rousche, T.C. Chiganos, “A method for monitoring intra‐

cortical motor cortex responses in an animal model of ischemic stroke,”IEEE EMBS Annual International Conference New York City, USA, Aug 30‐Sept 3, 2006.

[3] T.C. Chiganos,W. Jensen, P.J. Rousche: J. Neural Eng. 3, 2006, L15–L22.[4] R.P. Allred, T.A. Jones: Experimental Neurology 210, 2008, 172–181.[5] R. P. Allred, D.L. Adkins: J. Neuroscience Methods 170, 2008, 229–244.[6] W. Jensen, P. J. Rousche, “Encoding of Self‐Paced, Repetitive Forelimb 

Movements in Rat Primary Motor Cortex,” IEEE 2004.