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NEUROLOGY 1998;50:864-869
© 1998 American Academy of Neurology

Correlation of perfusion- and diffusion-weighted MRI with NIHSS score in acute (<6.5 hour) ischemic stroke

D. C. Tong, MD, M. A. Yenari, MD, G. W. Albers, MD, M. O'Brien, MD, PhD, M. P. Marks, MD and M. E. Moseley, PhD

From the Stanford Stroke Center, Department of Neurology and Neurological Sciences (Drs. Tong, Yenari, Albers, and O'Brien), and Department of Radiology, Section of Neuroradiology (Drs. Marks and Moseley), Stanford University Medical Center, Palo Alto, CA.

Address correspondence and reprint requests to Dr. David C. Tong, Stanford Stroke Center, 701 Welch Road, Suite 325B, Palo Alto, CA 94304.

Background: Diffusion-weighted (DWI) and perfusion-weighted (PWI) MRI are powerful new techniques for the assessment of acute cerebral ischemia. However, quantitative data comparing the severity of clinical neurologic deficit with the results of DWI or PWI in the earliest phases of stroke are scarce. Such information is vital if MRI is potentially to be used as an objective adjunctive measure of stroke severity and outcome.

Objective: The authors compared initial DWI and PWI lesion volumes with subsequent 24-hour neurologic deficit as determined by National Institutes of Health Stroke Scale (NIHSS) score in acute stroke patients. Initial DWI and PWI volumes were also compared with T2W MRI lesion volume at 1 week to assess the accuracy of these MRI techniques for the detection of acute cerebral ischemia.

Methods: Patients with stroke underwent MRI scanning within 6.5 hours of symptom onset. Lesion volumes on DWI and PWI were measured and compared with 24-hour NIHSS score. Initial DWI and PWI volumes were also compared with T2W lesion size at 1 week.

Results: There was a high correlation between 24-hour NIHSS score and lesion volume as determined by PWI (r = 0.96, p < 0.001) or DWI(r = 0.67, p = 0.03). A similar high correlation was seen between T2W stroke size at 7 days and initial DWI and PWI lesion size(r = 0.99, p < 0.00001).

Conclusions: Both DWI and PWI are highly correlated with severity of neurologic deficity by 24-hour NIHSS score. These findings may have substantial implications for the use of MRI scanning in the assessment and management of acute stroke patients.


Supported in part by NINDS grants 1R01NS34866-01A1, 1R01NS35959-01A1, and 1R01NS34088 and a grant from Janssen Pharmaceutica.

Received May 14, 1997. Accepted in final form November 20, 1997.




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Am. J. Neuroradiol.Home page
J. L. Sunshine, N. Bambakidis, R. W. Tarr, C. F. Lanzieri, O. O. Zaidat, J. I. Suarez, D. M.D. Landis, and W. R. Selman
Benefits of Perfusion MR Imaging Relative to Diffusion MR Imaging in the Diagnosis and Treatment of Hyperacute Stroke
AJNR Am. J. Neuroradiol., May 1, 2001; 22(5): 915 - 921.
[Abstract] [Full Text]


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Am. J. Neuroradiol.Home page
M. G. Lansberg, V. N. Thijs, M. W. O'Brien, J. O. Ali, A. J. de Crespigny, D. C. Tong, M. E. Moseley, and G. W. Albers
Evolution of Apparent Diffusion Coefficient, Diffusion-weighted, and T2-weighted Signal Intensity of Acute Stroke
AJNR Am. J. Neuroradiol., April 1, 2001; 22(4): 637 - 644.
[Abstract] [Full Text]


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Arch NeurolHome page
D. C. Tong, A. Adami, M. E. Moseley, and M. P. Marks
Prediction of Hemorrhagic Transformation Following Acute Stroke: Role of Diffusion- and Perfusion-Weighted Magnetic Resonance Imaging
Arch Neurol, April 1, 2001; 58(4): 587 - 593.
[Abstract] [Full Text] [PDF]


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Arch NeurolHome page
M. G. Lansberg, M. W. O'Brien, D. C. Tong, M. E. Moseley, and G. W. Albers
Evolution of Cerebral Infarct Volume Assessed by Diffusion-Weighted Magnetic Resonance Imaging
Arch Neurol, April 1, 2001; 58(4): 613 - 617.
[Abstract] [Full Text] [PDF]


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Arch NeurolHome page
I. Linfante, R. H. Llinas, G. Schlaug, C. Chaves, S. Warach, and L. R. Caplan
Diffusion-Weighted Imaging and National Institutes of Health Stroke Scale in the Acute Phase of Posterior-Circulation Stroke
Arch Neurol, April 1, 2001; 58(4): 621 - 628.
[Abstract] [Full Text] [PDF]


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StrokeHome page
O. Wu, W. J. Koroshetz, L. Ostergaard, F. S. Buonanno, W. A. Copen, R. G. Gonzalez, G. Rordorf, B. R. Rosen, L. H. Schwamm, R. M. Weisskoff, et al.
Predicting Tissue Outcome in Acute Human Cerebral Ischemia Using Combined Diffusion- and Perfusion-Weighted MR Imaging
Stroke, April 1, 2001; 32(4): 933 - 942.
[Abstract] [Full Text] [PDF]


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StrokeHome page
M. A. Jacobs, P. Mitsias, H. Soltanian-Zadeh, S. Santhakumar, A. Ghanei, R. Hammond, D. J. Peck, M. Chopp, and S. Patel
Multiparametric MRI Tissue Characterization in Clinical Stroke With Correlation to Clinical Outcome : Part 2
Stroke, April 1, 2001; 32(4): 950 - 957.
[Abstract] [Full Text] [PDF]


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RadiologyHome page
A. J. Johnson, D. K. Kido, W. D. Shannon, M. M. Bahn, M. H. Gado, B. C. P. Lee, C. J. Moran, F. J. Wippold, and B. Littenberg
Evaluation of a Reduced MR Imaging Sequencing Protocol in Adult Patients with Stroke
Radiology, March 1, 2001; 218(3): 791 - 797.
[Abstract] [Full Text]


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StrokeHome page
H. B. van der Worp, S. P. Claus, P. R. Bar, L. M. P. Ramos, A. Algra, J. van Gijn, and L. J. Kappelle
Reproducibility of Measurements of Cerebral Infarct Volume on CT Scans
Stroke, February 1, 2001; 32(2): 424 - 430.
[Abstract] [Full Text] [PDF]


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Arch Intern MedHome page
M. Fisher and W. Schaebitz
An Overview of Acute Stroke Therapy: Past, Present, and Future
Arch Intern Med, November 27, 2000; 160(21): 3196 - 3206.
[Full Text] [PDF]


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RadiologyHome page
P. W. Schaefer, P. E. Grant, and R. G. Gonzalez
Diffusion-weighted MR Imaging of the Brain
Radiology, November 1, 2000; 217(2): 331 - 345.
[Abstract] [Full Text]


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StrokeHome page
K. Krueger, H. Kugel, M. Grond, A. Thiel, D. Maintz, and K. Lackner
Late Resolution of Diffusion-Weighted MRI Changes in a Patient With Prolonged Reversible Ischemic Neurological Deficit After Thrombolytic Therapy
Stroke, November 1, 2000; 31(11): 2715 - 2718.
[Abstract] [Full Text] [PDF]


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StrokeHome page
S. L. Keir and J. M. Wardlaw
Systematic Review of Diffusion and Perfusion Imaging in Acute Ischemic Stroke
Stroke, November 1, 2000; 31(11): 2723 - 2731.
[Abstract] [Full Text] [PDF]


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StrokeHome page
D. C. Tong, A. Adami, M. E. Moseley, and M. P. Marks
Relationship Between Apparent Diffusion Coefficient and Subsequent Hemorrhagic Transformation Following Acute Ischemic Stroke
Stroke, October 1, 2000; 31(10): 2378 - 2384.
[Abstract] [Full Text] [PDF]


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NeurologyHome page
M. W. Parsons, T. Li, P. A. Barber, Q. Yang, D. G. Darby, P. M. Desmond, R. P. Gerraty, B. M. Tress, and S. M. Davis
Combined 1H MR spectroscopy and diffusion-weighted MRI improves the prediction of stroke outcome
Neurology, August 22, 2000; 55(4): 498 - 506.
[Abstract] [Full Text] [PDF]


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Am. J. Neuroradiol.Home page
C. Oppenheim, R. Stanescu, D. Dormont, S. Crozier, B. Marro, Y. Samson, G. Rancurel, and C. Marsault
False-negative Diffusion-weighted MR Findings in Acute Ischemic Stroke
AJNR Am. J. Neuroradiol., August 1, 2000; 21(8): 1434 - 1440.
[Abstract] [Full Text]


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Am. J. Neuroradiol.Home page
T. E. Mayer, G. F. Hamann, J. Baranczyk, B. Rosengarten, E. Klotz, M. Wiesmann, U. Missler, G. Schulte-Altedorneburg, and H. J. Brueckmann
Dynamic CT Perfusion Imaging of Acute Stroke
AJNR Am. J. Neuroradiol., August 1, 2000; 21(8): 1441 - 1449.
[Abstract] [Full Text]


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Arch NeurolHome page
J. Rother, L. Jonetz-Mentzel, A. Fiala, J. R. Reichenbach, M. Herzau, W. A. Kaiser, and C. Weiller
Hemodynamic Assessment of Acute Stroke Using Dynamic Single-Slice Computed Tomographic Perfusion Imaging
Arch Neurol, August 1, 2000; 57(8): 1161 - 1166.
[Abstract] [Full Text] [PDF]


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Am. J. Neuroradiol.Home page
P. D Schellinger, O. Jansen, J. B Fiebach, O. Pohlers, H. Ryssel, S. Heiland, T. Steiner, W. Hacke and, and K. Sartor
Feasibility and Practicality of MR Imaging of Stroke in the Management of Hyperacute Cerebral Ischemia
AJNR Am. J. Neuroradiol., July 1, 2000; 21(7): 1184 - 1189.
[Abstract] [Full Text] [PDF]


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Arch NeurolHome page
K. H. Lee, S.-J. Cho, H. S. Byun, D. G. Na, N.-C. Choi, S. J. Lee, I.-S. Jin, T. G. Lee, and C.-S. Chung
Triphasic Perfusion Computed Tomography in Acute Middle Cerebral Artery Stroke: A Correlation With Angiographic Findings
Arch Neurol, July 1, 2000; 57(7): 990 - 999.
[Abstract] [Full Text] [PDF]


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StrokeHome page
P. D. Schellinger, O. Jansen, J. B. Fiebach, S. Heiland, T. Steiner, S. Schwab, O. Pohlers, H. Ryssel, K. Sartor, and W. Hacke
Monitoring Intravenous Recombinant Tissue Plasminogen Activator Thrombolysis for Acute Ischemic Stroke With Diffusion and Perfusion MRI
Stroke, June 1, 2000; 31(6): 1318 - 1328.
[Abstract] [Full Text] [PDF]


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J Child NeurolHome page
D. G. Gadian, F. Calamante, F. J. Kirkham, M. Bynevelt, C. L. Johnson, D. A. Porter, W. K. Chong, M. Prengler, and A. Connelly
Diffusion and Perfusion Magnetic Resonance Imaging in Childhood Stroke
J Child Neurol, May 1, 2000; 15(5): 279 - 283.
[Abstract] [PDF]


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RadiologyHome page
S. Flacke, H. Urbach, E. Keller, F. Träber, A. Hartmann, J. Textor, J. Gieseke, W. Block, P. J. M. Folkers, and H. H. Schild
Middle Cerebral Artery (MCA) Susceptibility Sign at Susceptibility-based Perfusion MR Imaging: Clinical Importance and Comparison with Hyperdense MCA Sign at CT
Radiology, May 1, 2000; 215(2): 476 - 482.
[Abstract] [Full Text]


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StrokeHome page
R. Pineiro, S. T. Pendlebury, S. Smith, D. Flitney, A. M. Blamire, P. Styles, and P. M. Matthews
Relating MRI Changes to Motor Deficit After Ischemic Stroke by Segmentation of Functional Motor Pathways
Stroke, March 1, 2000; 31(3): 672 - 679.
[Abstract] [Full Text] [PDF]


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StrokeHome page
J. A. Chalela, D. C. Alsop, J. B. Gonzalez-Atavales, J. A. Maldjian, S. E. Kasner, and J. A. Detre
Magnetic Resonance Perfusion Imaging in Acute Ischemic Stroke Using Continuous Arterial Spin Labeling
Stroke, March 1, 2000; 31(3): 680 - 687.
[Abstract] [Full Text] [PDF]


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RadiologyHome page
W. G. Bradley and R. B. Shey
MR Imaging Evaluation of Seizures
Radiology, March 1, 2000; 214(3): 651 - 656.
[Abstract] [Full Text]


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StrokeHome page
Recommendations for Standards Regarding Preclinical Neuroprotective and Restorative Drug Development
Stroke, December 1, 1999; 30(12): 2752 - 2758.
[Abstract] [Full Text] [PDF]


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Am. J. Neuroradiol.Home page
W. T. C. Yuh, T. Ueda, M. White, M. E. Schuster, and T. Taoka
The Need for Objective Assessment of the New Imaging Techniques and Understanding the Expanding Roles of Stroke Imaging
AJNR Am. J. Neuroradiol., November 1, 1999; 20(10): 1779 - 1784.
[Full Text]


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Am. J. Neuroradiol.Home page
P. Y-K. Wang, P. B. Barker, R. J. Wityk, A. M. Ulug, P. C. M. van Zijl, and N. J. Beauchamp
Diffusion-Negative Stroke: A Report of Two Cases
AJNR Am. J. Neuroradiol., November 1, 1999; 20(10): 1876 - 1880.
[Abstract] [Full Text]


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StrokeHome page
P. Lyden, M. Lu, C. Jackson, J. Marler, R. Kothari, T. Brott, and J. Zivin
Underlying Structure of the National Institutes of Health Stroke Scale : Results of a Factor Analysis
Stroke, November 1, 1999; 30(11): 2347 - 2354.
[Abstract] [Full Text] [PDF]


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StrokeHome page
D. G. Darby, P. A. Barber, R. P. Gerraty, P. M. Desmond, Q. Yang, M. Parsons, T. Li, B. M. Tress, and S. M. Davis
Pathophysiological Topography of Acute Ischemia by Combined Diffusion-Weighted and Perfusion MRI
Stroke, October 1, 1999; 30(10): 2043 - 2052.
[Abstract] [Full Text] [PDF]


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StrokeHome page
P. A. Barber, D. G. Darby, P. M. Desmond, R. P. Gerraty, Q. Yang, T. Li, D. Jolley, G. A. Donnan, B. M. Tress, and S. M. Davis
Identification of Major Ischemic Change : Diffusion-Weighted Imaging Versus Computed Tomography
Stroke, October 1, 1999; 30(10): 2059 - 2065.
[Abstract] [Full Text] [PDF]


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StrokeHome page
G. W. Albers
Expanding the Window for Thrombolytic Therapy in Acute Stroke : The Potential Role of Acute MRI for Patient Selection
Stroke, October 1, 1999; 30(10): 2230 - 2237.
[Abstract] [Full Text] [PDF]


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StrokeHome page
D. C. Tong, G. W. Albers, M. A. Yenari, M. P. Marks, P. D. Schellinger, O. Jansen, J. B. Fiebach, and K. Sartor
A Standardized MRI Stroke Protocol: Comparison with CT in Hyperacute Intracerebral Hemorrhage • Response
Stroke, September 1, 1999; 30 (9): 1974a - 1981.
[Full Text] [PDF]




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