Characterization of cerebral tissue by MRI map ISODATA in embolic stroke in rat

ISODATA using MRI parameter-weighted images has been previously employed to characterize ischemic cell damage after stroke in rats. In an effort to increase the objectivity and to further automate the ISODATA, MRI parameter maps were now employed. Male Wistar rats were subjected to embolic stroke and received treatment via a femoral vein at 4 h post-stroke. The control rats received saline and were sacrificed at 6, 24 and 48 h after stroke, respectively. Treated rats received rtPA alone or were treated with a combination of rtPA and an antibody, 7E3 F(ab')2, against the glycoprotein receptor that binds the platelet to fibrin. These rats were sacrificed at 24, or 48, h post-stroke. T1, T2 and diffusion maps were employed for map ISODATA analysis. H&E histological analysis of coronal sections of tissue was performed and compared with map ISODATA from the corresponding sections. ISODATA signatures were highly correlated (R approximately 0.80, P < 0.0001) with the ischemic cell damage analyzed at 6, 24 and 48 h post-stroke. At 24 and 48 h after stroke, ISODATA lesion sizes were highly correlated (R > 0.97, P < 0.001) with lesion sizes measured histologically. The combination treatment of rtPA and 7E3 F(ab')2 reduced both infarction size (P < 0.002) and average signature (P < 0.03) at 48 h after stroke, compared to saline-treated animals. No significant difference was found between saline and rtPA-alone-treated rats. The map ISODATA successfully provides objective and automated quantitation of the ischemic damage in both size and severity in an embolic stroke model of rat with and without a therapeutic intervention.

[1]  F. Buonanno,et al.  NMR-neuropathologic correlation in stroke. , 1987, Stroke.

[2]  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.

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

[4]  Michael Chopp,et al.  A rat model of focal embolic cerebral ischemia , 1997, Brain Research.

[5]  M. Chopp,et al.  Analysis of Combined Treatment of Embolic Stroke in Rat with r-tPA and a GPIIb/IIIa Inhibitor , 2005, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[6]  H Soltanian-Zadeh,et al.  A Model for Multiparametric MRI Tissue Characterization in Experimental Cerebral Ischemia With Histological Validation in Rat: Part 1 , 2001, Stroke.

[7]  F. Barkhof,et al.  Axonal loss in multiple sclerosis lesions: Magnetic resonance imaging insights into substrates of disability , 1999, Annals of neurology.

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

[9]  R. L. Butterfield,et al.  Multispectral analysis of magnetic resonance images. , 1985, Radiology.

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

[11]  M Chopp,et al.  Magnetization transfer MRI: Application to treatment of middle cerebral artery occlusion in rat , 2001, Journal of magnetic resonance imaging : JMRI.

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

[13]  M. Chopp,et al.  Adjuvant Treatment With a Glycoprotein IIb/IIIa Receptor Inhibitor Increases the Therapeutic Window for Low-Dose Tissue Plasminogen Activator Administration in a Rat Model of Embolic Stroke , 2003, Circulation.

[14]  Michael Chopp,et al.  The temporal evolution of MRI tissue signatures after transient middle cerebral artery occlusion in rat , 1997, Journal of the Neurological Sciences.

[15]  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.

[16]  Michael Chopp,et al.  Temporal profile of ischemic tissue damage, neutrophil response, and vascular plugging following permanent and transient (2H) middle cerebral artery occlusion in the rat , 1994, Journal of the Neurological Sciences.

[17]  Katsuhiro Yamashita,et al.  Changes of relaxation times (T1, T2) and apparent diffusion coefficient after permanent middle cerebral artery occlusion in the rat: temporal evolution, regional extent, and comparison with histology , 1995, Magnetic resonance in medicine.

[18]  Hamid Soltanian-Zadeh,et al.  A multidimensional nonlinear edge-preserving filter for magnetic resonance image restoration , 1995, IEEE Trans. Image Process..

[19]  S. Ogawa,et al.  Oxygenation‐sensitive contrast in magnetic resonance image of rodent brain at high magnetic fields , 1990, Magnetic resonance in medicine.

[20]  R P Velthuizen,et al.  MRI segmentation: methods and applications. , 1995, Magnetic resonance imaging.

[21]  Sridar Narayanan,et al.  The role of edema and demyelination in chronic T1 black holes: A quantitative magnetization transfer study , 2005, Journal of magnetic resonance imaging : JMRI.

[22]  R. Ordidge,et al.  Investigation of cerebral ischemia using magnetization transfer contrast (MTC) MR imaging. , 1991, Magnetic resonance imaging.

[23]  D. Peck,et al.  Registration and warping of magnetic resonance images to histological sections. , 1999, Medical physics.

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

[25]  Hamid Soltanian-Zadeh,et al.  Map‐ISODATA demarcates regional response to combination rt‐PA and 7E3 F(ab′)2 treatment of embolic stroke in the rat , 2005, Journal of magnetic resonance imaging : JMRI.

[26]  A. Crawley,et al.  A comparison of one‐shot and recovery methods in T1 imaging , 1988, Magnetic resonance in medicine.

[27]  M Chopp,et al.  Diffusion-, T2-, and Perfusion-Weighted Nuclear Magnetic Resonance Imaging of Middle Cerebral Artery Embolic Stroke and Recombinant Tissue Plasminogen Activator Intervention in the Rat , 1998, Journal of cerebral blood flow and metabolism : official journal of the International Society of Cerebral Blood Flow and Metabolism.

[28]  Hamid Soltanian-Zadeh,et al.  Semisupervised segmentation of MRI stroke studies , 1997, Medical Imaging.

[29]  D. Look,et al.  Time Saving in Measurement of NMR and EPR Relaxation Times , 1970 .

[30]  Hamid Soltanian-Zadeh,et al.  Multiparametric ISODATA analysis of embolic stroke and rt-PA intervention in rat , 2004, Journal of the Neurological Sciences.

[31]  M. Chopp,et al.  Anti‐ICAM‐1 antibody reduces ischemic cell damage after transient middle cerebral artery occlusion in the rat , 1994, Neurology.

[32]  N. Gelman,et al.  Interregional variation of longitudinal relaxation rates in human brain at 3.0 T: Relation to estimated iron and water contents , 2001, Magnetic resonance in medicine.

[33]  M. Chopp,et al.  Diffusion- and perfusion-weighted NMR imaging study of middle cerebral artery thrombotic focal ischemia and rt-PA intervention in rat , 1998 .

[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]  Hamid Soltanian-Zadeh,et al.  MRI tissue characterization of experimental cerebral ischemia in rat , 2003, Journal of magnetic resonance imaging : JMRI.