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MRI-Based Assessment of Neovasculariation in Carotid Plaque – A Novel Risk Marker for Plaque Rupture. Lawrence L. Wald, Ph.D. MGH Martinos Center for Biomedical Imaging Michael Jerosch-Herold, PhD Brigham & Women’s Hospital. Novel Risk Predictors for Plaque Vulnerability.
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MRI-Based Assessment of Neovasculariation in Carotid Plaque – A Novel Risk Marker for Plaque Rupture Lawrence L. Wald, Ph.D. MGH Martinos Center for Biomedical Imaging Michael Jerosch-Herold, PhD Brigham & Women’s Hospital
Novel Risk Predictors for Plaque Vulnerability • Systemic Markers / Risk Factors • Blood lipids, C-reactive protein, fibrinogen • Plaque-specific markers • Hemodynamic predictors • E.g. wall shear stress • Plaque neovascularization
Neovascularization of Carotid Plaque Neovascularization of the vessel wall appears to be a consistent featureof inflamation and atherosclerotic plaque development. Due to their potential to promote intra-plaque hemorrhage and subsequent cholesterol deposition and plaque growth, plaque microvessels are considered markers of plaque vulnerability.
3T Imaging of Carotid Plaque 3D T1W imaging of plaque morphology
New 3.0 T Bilateral 8-Channel Carotid Array and Head-Holder for Reynold Carotid Study Head Holder MGH Design Wiggins/Wald Reference: Hinton-Yates et al., TMRI 2007 8- Coils = pair of four 4.8 cm loops Coil mounted on a frame with head-holder consists of two curved paddles
MRI Protocol for Dynamic Contrast Enhancement • T1-weighted 3D fast gradient echo • TR/TE/flip angle: 4.3/2.3 ms/ 20° • 3 mm slices • In-plane resolution: 0.7 x 0.7 mm • Time per dynamic view: 14 s • With new 8-element neck phased array the time per dynamic view is reduced to 10 s.
Image Analysis mm mm • Carotid bifurcation was used as landmark to match MRI, PET, and CEA specimens • MRI: High resolution T1 and T2 spin echo images were used to identify plaque and to match with the CEA specimen. • FDG PET: ROIs were drawn around the CCA and/or ICA at a slice location matching the MRI-defined plaque and CEA specimen levels, using the anatomic landmarks from the CT scan of the PET/CT study. • Quant FDG uptake: For each slice, the arterial Standardized Uptake Value was calculated as the mean pixel activity within the ROI using a standard approach • SUVLBM= tissue activity (Ci/mL) / injected activity (mCi) / LBM (kg) • The arterial SUV (was corrected for blood activity by normalizing it to the average blood SUV estimated from the jugular vein to produce a blood-corrected arterial SUV (arterial tissue-to-background ratio)
SPACE sequence for plaque morphology Isotropic resolution of 0.6 mm
Image Analysis and Determinatin of First Order Capillary Transfer Rate Constant Contrast-Enhancement in Carotid Wall
Kinetic Modeling(Kety-Schmidt Model) Measured in vessel lumen Venous Outflow Arterial Input vb Vascular Permeability Tissue Extraction (Ktrans) ΔCt= vp*ΔCp+ KtransCp • Model Parameters Determined by Optimization • vp vascular volume • Ktrans First order blood-to-tissue transfer rate constant
Plaque Edema on T2 SPACE and Ktrans 03630993-R
High Ktrans in plaque at carotid bifurcation T2 SPACE Area under Signal Curve (2 min. post injection) Ktrans P-NCHLS
Correlation Between FDG PET and MR Ktrans R=0.463 P=0.017
Complex ICA Plaque ECA ICA lumen ICA plaque Dark-Blood T2-w SPACE Ktrans map of ICA wall and plaque Area under SI curve (AUC) (2 min. window) P-NCHLS-R
Plaque Edema and Ktrans Ktrans - ICA SPACE (T2w) ICA 16549180-R
Correspondence between regions with high SI on T2 SPACE and Ktrans map of ICA wall T2 SPACE Ktrans map T2 SPACE above carotid bifurcation P-BSHTT-left
Association between Signal Intensity Level in Carotid Wall with T2 SPACE and Ktrans Perfusion Parameter
Macrophage Density by Ktrans Categories R=0.80 P=0.03
Plans • 3 accepted abstracts for May 2010 ISMRM conference • “High Resolution 3D Carotid Plaque Perfusion Mapping and its Association with T2 Hyperintensity” • “3D Isotropic Non-contrast Approach for the Assessment of Carotid Arteries Stenosis at 3T” • “T1 Contrast in MPRAGE for Carotid Plaque Imaging” • Enrollment of more patients scheduled for endarterectomy for comparison with plaque pathology • Future sponsored studies
Acknowledgements • Co-Investigators: Larry Wald (Co-PI), Raymond Kwong, Marcelo Di Carli • Support through Partners Radiology Research Award