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Disclosures. Paid Consultant, MedQIA LLC Paid Consultant, Agios Pharmaceuticals, Inc. Consultant, Genentech Consultant, Siemens Medical Systems. B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLAISMRM, Montreal, 2011. - PowerPoint PPT Presentation

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Page 1: Disclosures
Page 2: Disclosures

Disclosures

Paid Consultant, MedQIA LLC

Paid Consultant, Agios Pharmaceuticals, Inc.

Consultant, Genentech

Consultant, Siemens Medical Systems

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 3: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 4: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 5: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

• Pathogenesis(Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 6: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

• Pathogenesis(Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DiscDegeneration

(Photos courtesy of Arin Ellingson, University of Minnesota)

Page 7: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

• Pathogenesis(Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DiscDegeneration

IncreasedStresses onEndplates

Page 8: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

• Pathogenesis(Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DiscDegeneration

IncreasedStresses onEndplates

SubperiostealBone and OsteophyticBar Formation

Page 9: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

• Pathogenesis(Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DiscDegeneration

IncreasedStresses onEndplates

SubperiostealBone and OsteophyticBar Formation

EncroachmentOn Spinal Cord

Page 10: Disclosures

• Degenerative changes in the cervical spine (spondylosis) occurs >50% of people over 55 (Hughes,1965; Irvine,

1965; Pallis, 1954) and >75% of people over age 65 (Larocca, 1988)

• Cervical spondylotic myelopathy (CSM) is the most common cause of spinal dysfunction in the elderly(Young, 2000; Baron, 2007)

• Pathogenesis(Baron, 2007)

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DiscDegeneration

IncreasedStresses onEndplates

SubperiostealBone and OsteophyticBar Formation

EncroachmentOn Spinal Cord

NeurologicalImpairment

Page 11: Disclosures

Cervical Spondylotic Myelopathy

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Bernhardt, J Bone Joint Surg, 1993

Page 12: Disclosures

• Heterogeneity in CSM progression:

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 13: Disclosures

• Heterogeneity in CSM progression:

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Bernhardt, J Bone Joint Surg, 1993

Page 14: Disclosures

• Heterogeneity in CSM progression:

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Neurologically Intact Neurologically Impaired

Page 15: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 16: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

• Conventional MRI findings do not consistently correlate with outcomes after treatment (Morio,

1994; 2001; Yukawa, 2007; 2008; Matsuda, 1991; Mastronardi, 2007; Matsumoto, 2000; Fernandez de Rota, 2007; Puzzilli, 1999; Takahashi, 1989; Mehalic,

1990)

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 17: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

• Conventional MRI findings do not consistently correlate with outcomes after treatment (Morio,

1994; 2001; Yukawa, 2007; 2008; Matsuda, 1991; Mastronardi, 2007; Matsumoto, 2000; Fernandez de Rota, 2007; Puzzilli, 1999; Takahashi, 1989; Mehalic,

1990)

• Diffusion tensor imaging (DTI) has shown promise as a biomarker for spinal cord health

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 18: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

• Conventional MRI findings do not consistently correlate with outcomes after treatment (Morio,

1994; 2001; Yukawa, 2007; 2008; Matsuda, 1991; Mastronardi, 2007; Matsumoto, 2000; Fernandez de Rota, 2007; Puzzilli, 1999; Takahashi, 1989; Mehalic,

1990)

• Diffusion tensor imaging (DTI) has shown promise as a biomarker for spinal cord health– Sensitive to tissue integrity and architecture (Schwartz, 2005; Ford, 1994)

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 19: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

• Conventional MRI findings do not consistently correlate with outcomes after treatment (Morio,

1994; 2001; Yukawa, 2007; 2008; Matsuda, 1991; Mastronardi, 2007; Matsumoto, 2000; Fernandez de Rota, 2007; Puzzilli, 1999; Takahashi, 1989; Mehalic,

1990)

• Diffusion tensor imaging (DTI) has shown promise as a biomarker for spinal cord health– Sensitive to tissue integrity and architecture (Schwartz, 2005; Ford, 1994)

– More sensitive to specific abnormalities of the cord than conventional MR (Schwartz, 2005;

Herrera, 2007; Ellingson, 2010)

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 20: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

• Conventional MRI findings do not consistently correlate with outcomes after treatment (Morio,

1994; 2001; Yukawa, 2007; 2008; Matsuda, 1991; Mastronardi, 2007; Matsumoto, 2000; Fernandez de Rota, 2007; Puzzilli, 1999; Takahashi, 1989; Mehalic,

1990)

• Diffusion tensor imaging (DTI) has shown promise as a biomarker for spinal cord health– Sensitive to tissue integrity and architecture (Schwartz, 2005; Ford, 1994)

– More sensitive to specific abnormalities of the cord than conventional MR (Schwartz, 2005;

Herrera, 2007; Ellingson, 2010)

– Preliminary results suggest DTI might be of diagnostic utility in CSM (Bammer, 2000; Ries, 2000;

Demir, 2003; Facon, 2005; Mamata, 2005; Hori, 2006; Ellingson, 2010)

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 21: Disclosures

• Heterogeneity in CSM progression:

• Surgeons are more likely to operate on the basis of imaging even without clinical impairment (Irwin, 2005)

• Conventional MRI findings do not consistently correlate with outcomes after treatment (Morio, 1994; 2001;

Yukawa, 2007; 2008; Matsuda, 1991; Mastronardi, 2007; Matsumoto, 2000; Fernandez de Rota, 2007; Puzzilli, 1999; Takahashi, 1989; Mehalic, 1990)

• Diffusion tensor imaging (DTI) has shown promise as a biomarker for spinal cord health– Sensitive to tissue integrity and architecture (Schwartz, 2005; Ford, 1994)

– More sensitive to specific abnormalities of the cord than conventional MR (Schwartz, 2005; Herrera, 2007;

Ellingson, 2010)

– Preliminary results suggest DTI might be of diagnostic utility in CSM (Bammer, 2000; Ries, 2000; Demir, 2003; Facon,

2005; Mamata, 2005; Hori, 2006; Ellingson, 2010)

• However, spinal cord DTI suffers from many “issues”– Small size of cord– Motion artifact– Magnetic susceptibility distortions from surrounding bone– Chemical shift artifacts from fat

Need for a Sensitive Imaging Biomarker

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 22: Disclosures

Hypotheses

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI (Saritas, 2008; Finsterbusch,

2009)

Page 23: Disclosures

Hypotheses

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI (Saritas, 2008; Finsterbusch,

2009)

2. Fractional Anisotropy will be reduced at the site of compression in neurologically-impaired patients (Demir, 2003; Mamata, 2005; Facon, 2005)

Page 24: Disclosures

Hypotheses

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI (Saritas, 2008; Finsterbusch,

2009)

2. Fractional Anisotropy will be reduced at the site of compression in neurologically-impaired patients (Demir, 2003; Mamata, 2005; Facon, 2005)

3. lADC (parallel ADC) will be reduced in neurologically-impaired patients (Ellingson, 2008), whereas stenosis w/o myelpathy will have elevated tADC (transverse ADC) (Song, 2002;

Sun, 2003; Klawiter, 2011)

Page 25: Disclosures

Hypotheses

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI (Saritas, 2008; Finsterbusch,

2009)

2. Fractional Anisotropy will be reduced at the site of compression in neurologically-impaired patients (Demir, 2003; Mamata, 2005; Facon, 2005)

3. lADC (parallel ADC) will be reduced in neurologically-impaired patients (Ellingson, 2008), whereas stenosis w/o myelpathy will have elevated tADC (transverse ADC) (Song, 2002;

Sun, 2003; Klawiter, 2011)

4. DTI parameters correlate with neurological impairment (mJOA)

Page 26: Disclosures

• Patients:

– 9 neurologically intact control subjects (age range 30 – 54, mean = 36)– 12 patients with cervical stenosis with (n = 7) and without (n = 5) mild

myelopathy

• All patients gave approved written consent to participate• All procedures were approved by the IRB at UCLA

Methods

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 27: Disclosures

Methods

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

MRI:

• 3T MR System (Siemens Trio TIM) & array coil

• Sagittal and Axial T1w and T2w

• DTI was acquired in 6 directions, b = 0 and 500 s/mm2

• NEX = 15

• TE = 67ms TR = 3000ms

• ~ 1mm x 1mm in-plane resolution

• Slice thickness = 4mm

Page 28: Disclosures

Methods

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

2D RF pulse used for slab excitation:

Duration 11.7 ms 25 lines / echo spacing 0.45 ms EPI trajectory with ramp sampling 48 x 128 matrix, 53 x 140 mm2

SS

PE

RO

FoV

rFoV

Reduced Field of Excitation in PE uses same direction as rFOV (receive)

Reduced FoV Full FoV

Page 29: Disclosures

Methods

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

• Tractography:

• Diffusion Toolkit and TrackVis (MGH) www.trackvis.org

– “Tensorline” propagation algorithm (Weinstein, 1999), angle threshold = 90 degrees

– ROI placed to encompass whole cord

Page 30: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Conventional MR and Morphometry

Stenosis Stenosis + MyelopathyNormal Control

Page 31: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Conventional MR and Morphometry

* Two-way ANOVA (Group, P < 0.0001; Level, P < 0.0001)

* Stenosis vs. Normal, P < 0.05 for levels C2-3 through C6-7

* No detected diff for Myelopathy

Page 32: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

* SNR FWHM = 20mm

Page 33: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Mean Diffusivity

Page 34: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Fractional Anisotropy

Page 35: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

FA Color Map

Page 36: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 37: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Page 38: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DTI vs. Compression Site

Two-way ANOVA; Groups, P < 0.0001

Level of Compression:Normal vs. Stenosis, P < 0.001Normal vs. Stenosis+Myelopathy, P < 0.001

Stenosis vs. Stenosis+Myelopathy, P < 0.05

Two-way ANOVA

Level of Compression:Normal vs. Stenosis, P < 0.001Normal vs. Stenosis+Myelopathy, P < 0.001

Stenosis vs. Stenosis+Myelopathy, N.S.

Page 39: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

DTI vs. mJOA

R2 = 0.4248P = 0.0115 R2 = 0.6006

P = 0.0011

Page 40: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Tractography

Control CSM CSM

Page 41: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Tractography

Page 42: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Tractography

P < 0.05 vs. Stenosis

P < 0.05 vs. Normal

Page 43: Disclosures

Results

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

Tractography vs. mJOA

R2 = 0.3970P = 0.0067

Page 44: Disclosures

Conclusions

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI

Page 45: Disclosures

Conclusions

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI

2. FA is reduced and MD is increased at the site of compression

Page 46: Disclosures

Conclusions

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI

2. FA is reduced and MD is increased at the site of compression

3. lADC (parallel ADC) is reduced in neurologically-impaired patients whereas tADC (transverse ADC) is elevated in stenosis w/o myelopathy patients

Page 47: Disclosures

Conclusions

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI

2. FA is reduced and MD is increased at the site of compression

3. lADC (parallel ADC) is reduced in neurologically-impaired patients whereas tADC (transverse ADC) is elevated in stenosis w/o myelopathy patients

4. DTI parameters correlate with neurological impairment (mJOA)

Page 48: Disclosures

Conclusions

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011

1. 2D spatially-selective RF excitation pulse + reduced FOV EPI readout reduced echo train length / less distortion = High Quality Spinal Cord DTI

2. FA is reduced and MD is increased at the site of compression

3. lADC (parallel ADC) is reduced in neurologically-impaired patients whereas tADC (transverse ADC) is elevated in stenosis w/o myelopathy patients

4. DTI parameters correlate with neurological impairment (mJOA)

DTI shows great potential as a biomarker for degree of neurological impairment and

may be useful for choosing surgical candidates

Page 49: Disclosures

Thank You!

B.M. Ellingson, Ph.D., Dept. of Radiological Sciences, David Geffen School of Medicine at UCLA ISMRM, Montreal, 2011