The temporal evolution of MRI tissue signatures after transient middle cerebral artery occlusion in rat

We have developed a multiparameter magnetic resonance imaging (MRI) cluster analysis model of acute ischemic stroke using T2 relaxation times and the diffusion coefficient of water (ADCw). To test the ability of this model to predict cerebral infarction, male Wistar rats (n = 7) were subjected to 2 h of transient middle cerebral artery (MCA) occlusion, and diffusion and T2 weighted MRI were performed on these rats before, during and up to 7 days after MCA occlusion. MRI tissue signatures, specified by values of ADCw and T2 were assigned to tissue histopathology. Significant correlations were obtained between MRI signatures at different time points and histopathologic measurements of lesion area obtained at 1 week. In addition, we compared the temporal evolution of MRI tissue signatures to a separate population of animals at which histological data were obtained at select times of reperfusion. A significant shift (p < or = 0.05) within signatures reflecting tissue histopathology was demonstrated as the ischemic lesion evolved over time. Our data suggest, that the MRI signatures are associated with the degree of ischemic cell damage. Thus, the tissue signature model may provide a noninvasive means to monitor the evolution of ischemic cell damage and to predict final outcome of ischemic cell damage.

[1]  A. C. Young,et al.  Restricted diffusion in biophysical systems. Experiment. , 1974, Biophysical journal.

[2]  Hamid Soltanian-Zadeh,et al.  MRI feature extraction using a linear transformation , 1993 .

[3]  J P Windham,et al.  Eigenimage Filtering in MR Imaging , 1988, Journal of computer assisted tomography.

[4]  J. Gore,et al.  Theoretical Model for Water Diffusion in Tissues , 1995, Magnetic resonance in medicine.

[5]  Michael Chopp,et al.  Distribution of the 72‐kd Heat‐Shock Protein as a Function of Transient Focal Cerebral Ischemia in Rats , 1992, Stroke.

[6]  K Minematsu,et al.  Reversible Focal Ischemic Injury Demonstrated by Diffusion‐Weighted Magnetic Resonance Imaging in Rats , 1992, Stroke.

[7]  P. Grenier,et al.  MR imaging of intravoxel incoherent motions: application to diffusion and perfusion in neurologic disorders. , 1986, Radiology.

[8]  M E Moseley,et al.  Comparison of diffusion‐ and T2‐weighted MRI for the early detection of cerebral ischemia and reperfusion in rats , 1991, Magnetic resonance in medicine.

[9]  D. Peck,et al.  Analysis of the evolution of focal cerebral ischemia in the rat using the eigenimage filter , 1992, Magnetic resonance in medicine.

[10]  Hamid Soltanian-Zadeh,et al.  Novel and general approach to linear filter design for contrast-to-noise ratio enhancement of magnetic resonance images with multiple interfering features in the scene , 1992, J. Electronic Imaging.

[11]  Michael Chopp,et al.  MAGNETIC-RESONANCE-IMAGING ASSESSMENT OF EVOLVING FOCAL CEREBRAL-ISCHEMIA - COMPARISON WITH HISTOPATHOLOGY IN RATS (VOL 25, PG 1252, 1994) , 1994 .

[12]  D Le Bihan,et al.  Contribution of intravoxel incoherent motion (IVIM) imaging to neuroradiology. , 1987, Journal of neuroradiology. Journal de neuroradiologie.

[13]  M Brant-Zawadzki,et al.  MR imaging of acute experimental ischemia in cats. , 1986, AJNR. American journal of neuroradiology.

[14]  I. Young,et al.  Variations in slice shape and absorption as artifacts in the determination of tissue parameters in NMR imaging , 1985, Magnetic resonance in medicine.

[15]  L. Hedlund,et al.  Mechanism of Detection of Acute Cerebral Ischemia in Rats by Diffusion‐Weighted Magnetic Resonance Microscopy , 1992, Stroke.

[16]  J. Tsuruda,et al.  Cytotoxic brain edema: assessment with diffusion-weighted MR imaging. , 1992, Radiology.

[17]  J. E. Tanner Transient diffusion in a system partitioned by permeable barriers. Application to NMR measurements with a pulsed field gradient , 1978 .

[18]  M. Chopp,et al.  Sequential neuronal and astrocytic changes after transient middle cerebral artery occlusion in the rat , 1993, Journal of the Neurological Sciences.

[19]  Hamid Soltanian-Zadeh,et al.  A comparative analysis of several transformations for enhancement and segmentation of magnetic resonance image scene sequences , 1992, IEEE Trans. Medical Imaging.

[20]  D Le Bihan,et al.  Temperature mapping with MR imaging of molecular diffusion: application to hyperthermia. , 1989, Radiology.

[21]  R A Knight,et al.  Temporal evolution of ischemic damage in rat brain measured by proton nuclear magnetic resonance imaging. , 1991, Stroke.

[22]  M. Chopp,et al.  Neuronal survival is associated with 72-kDa heat shock protein expression after transient middle cerebral artery occlusion in the rat , 1993, Journal of the Neurological Sciences.

[23]  M. Chopp,et al.  Postischemic (1 Hour) Hypothermia Significantly Reduces Ischemic Cell Damage in Rats Subjected to 2 Hours of Middle Cerebral Artery Occlusion , 1993, Stroke.

[24]  G. Paxinos,et al.  The Rat Brain in Stereotaxic Coordinates , 1983 .

[25]  J. Kucharczyk,et al.  Early detection of regional cerebral ischemia in cats: Comparison of diffusion‐ and T2‐weighted MRI and spectroscopy , 1990, Magnetic resonance in medicine.

[26]  B. Dardzinski,et al.  Apparent diffusion coefficient mapping of experimental focal cerebral ischemia using diffusion‐weighted echo‐planar imaging , 1993, Magnetic resonance in medicine.

[27]  S. Jones,et al.  Evolving focal cerebral ischemia in cats: spatial correlation of nuclear magnetic resonance imaging, cerebral blood flow, tetrazolium staining, and histopathology. , 1988, Stroke.

[28]  R. Ordidge,et al.  Magnetic Resonance Imaging Assessment of Evolving Focal Cerebral Ischemia Comparison With Histopathology in Rats , 1994, Stroke.

[29]  P. Booker,et al.  A model to predict the histopathology of human stroke using diffusion and T2-weighted magnetic resonance imaging. , 1995, Stroke.

[30]  S. Williams,et al.  Diffusion‐Weighted Imaging Studies of Cerebral Ischemia in Gerbils: Potential Relevance to Energy Failure , 1992, Stroke.

[31]  M Chopp,et al.  Progression from ischemic injury to infarct following middle cerebral artery occlusion in the rat. , 1993, The American journal of pathology.

[32]  M E Moseley,et al.  Diffusion-weighted MR imaging and T2-weighted MR imaging in acute cerebral ischaemia: comparison and correlation with histopathology. , 1990, Acta neurochirurgica. Supplementum.

[33]  M. Rudin,et al.  Calcium antagonists reduce the extent of infarction in rat middle cerebral artery occlusion model as determined by quantitative magnetic resonance imaging. , 1986, Stroke.

[34]  M. Chopp,et al.  Temporal evolution and spatial distribution of the diffusion constant of water in rat brain after transient middle cerebral artery occlusion , 1993, Journal of the Neurological Sciences.

[35]  R A Knight,et al.  Histopathological correlations of nuclear magnetic resonance imaging parameters in experimental cerebral ischemia. , 1993, Magnetic resonance imaging.

[36]  J. Ulatowski,et al.  Rapid monitoring of changes in water diffusion coefficients during reversible ischemia in cat and rat brain , 1994, Magnetic resonance in medicine.

[37]  David G. Norris,et al.  Evolution of Regional Changes in Apparent Diffusion Coefficient during Focal Ischemia of Rat Brain: The Relationship of Quantitative Diffusion NMR Imaging to Reduction in Cerebral Blood Flow and Metabolic Disturbances , 1995, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[38]  N C Huang,et al.  The evolution of acute stroke recorded by multimodal magnetic resonance imaging. , 1993, Magnetic resonance imaging.

[39]  M. Gado,et al.  Acute cerebral infarction in monkeys: an experimental study using MR imaging. , 1987, Radiology.

[40]  P van Gelderen,et al.  Restricted and anisotropic displacement of water in healthy cat brain and in stroke studied by NMR diffusion imaging , 1991, Magnetic resonance in medicine.

[41]  J Seega,et al.  Diffusion- and T2-weighted imaging: evaluation of oedema reduction in focal cerebral ischaemia by the calcium and serotonin antagonist levemopamil. , 1993, Magnetic resonance imaging.

[42]  P R Allegrini,et al.  Application of magnetic resonance imaging to the measurement of neurodegeneration in rat brain: MRI data correlate strongly with histology and enzymatic analysis. , 1992, Magnetic resonance imaging.

[43]  K. Kogure,et al.  Correlation between cerebral blood flow and histologic changes in a new rat model of middle cerebral artery occlusion. , 1989, Stroke.

[44]  G. Fagg,et al.  Characterization of the Cerebroprotective Efficacy of the Competitive NMDA Receptor Antagonist CGP40116 in a Rat Model of Focal Cerebral Ischemia: An in vivo Magnetic Resonance Imaging Study , 1993, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.