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Research ArticleBrain

Measuring Elevated Microvascular Permeability and Predicting Hemorrhagic Transformation in Acute Ischemic Stroke Using First-Pass Dynamic Perfusion CT Imaging

K. Lin, K.S. Kazmi, M. Law, J. Babb, N. Peccerelli and B.K. Pramanik
American Journal of Neuroradiology August 2007, 28 (7) 1292-1298; DOI: https://doi.org/10.3174/ajnr.A0539
K. Lin
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K.S. Kazmi
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M. Law
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J. Babb
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N. Peccerelli
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B.K. Pramanik
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    Fig 1.

    A map of microvascular PS acquired from first-pass dynamic contrast-enhanced images over 60 seconds. There was a region of PS elevation encompassing the right insula cortex and portions of the right frontal and temporal lobes. CBF, CBV, and TTP maps showed hypoperfusion in these regions (not shown) in this 86-year-old woman with an acute right MCA stroke. Four 10-mm circular regions of interest were placed over the region of PS elevation, as depicted here, to acquire 4 PS measurements that were then averaged to give a single value for statistical analysis (PSinfarct). Mirror regions of interest were automatically placed on the contralateral, nonischemic, homologous hemisphere to provide a control value (PScontrol). Note that the PS values calculated by the application are scaled to 0.5 mL/100 mL per minute. No HT was found on follow-up imaging.

  • Fig 2.
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    Fig 2.

    A 53-year-old man with complaint of acute left hemiparesis, presented within 3 hours of symptom onset.

    A, Initial NCCT showed subtle hypoattenuation in the right frontal lobe with loss of gray-white distinction suspicious for AIS.

    B, C, and D, CBF, CBV, and TTP color maps, respectively, showed hypoperfusion in the right basal ganglia and frontal lobe consistent with right MCA AIS.

    E, PS color map, from the same raw data used to create the perfusion maps, showed PSinfarct of 8.1 mL/100 mL per minute. Emergent intravenous rtPA was given.

    F, NCCT 27 hours after initial presentation revealed frank hemorrhage in the region of infarction (PH1). The patient developed acute deterioration of his mental status 1 hour before this CT.

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    Fig 3.

    A 68-year-old woman with acute mental status changes, presented within 3 hours of symptom onset.

    A, Initial NCCT showed loss of gray-white distinction in the right insula (insula ribbon sign) suspicious for AIS.

    B, C, and D, CBF, CBV, and TTP color maps, respectively, showed focal perfusion abnormality in the right insula and frontal lobe consistent with acute right MCA AIS.

    E, PS color map, from the same raw data used to create the perfusion maps, showed PSinfarct of 13 mL/100 mL per minute. No thrombolytic agent was given.

    F, NCCT 26 hours after presentation revealed a subtle focus of hyperattenuation in the infarct area.

    G and H, B0 images from DWI 30 hours after presentation demonstrated foci of signal intensity loss consistent with blood products (HI2).

  • Fig 4.
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    Fig 4.

    Scatterplot of the 50 PSinfarct values, categorized by whether emergent rtPA was given and whether subsequent HT occurred. Note the separation of PSHT values (second and fourth columns) from those of PSNo-HT (first and third columns).

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    Fig 5.

    ROC curves for the rtPA-treated subgroup (left) and the entire cohort (right) with the table of threshold PSinfarct criteria (in units of mL/100 mL per minute) used to generate the curves. For the rtPA-treated subgroup and the entire cohort, the AUC was 0.933 and 0.981, respectively. The data in the non-rtPA-treated subgroup produced an ROC curve with AUC of 1.00 (data not shown), because there was complete separation of PSHT and PSNo-HT (Fig 4).

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American Journal of Neuroradiology: 28 (7)
American Journal of Neuroradiology
Vol. 28, Issue 7
August 2007
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K. Lin, K.S. Kazmi, M. Law, J. Babb, N. Peccerelli, B.K. Pramanik
Measuring Elevated Microvascular Permeability and Predicting Hemorrhagic Transformation in Acute Ischemic Stroke Using First-Pass Dynamic Perfusion CT Imaging
American Journal of Neuroradiology Aug 2007, 28 (7) 1292-1298; DOI: 10.3174/ajnr.A0539

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Measuring Elevated Microvascular Permeability and Predicting Hemorrhagic Transformation in Acute Ischemic Stroke Using First-Pass Dynamic Perfusion CT Imaging
K. Lin, K.S. Kazmi, M. Law, J. Babb, N. Peccerelli, B.K. Pramanik
American Journal of Neuroradiology Aug 2007, 28 (7) 1292-1298; DOI: 10.3174/ajnr.A0539
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  • Hemorrhagic Transformation Rates following Contrast Media Administration in Patients Hospitalized with Ischemic Stroke
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  • Focal Low and Global High Permeability Predict the Possibility, Risk, and Location of Hemorrhagic Transformation following Intra-Arterial Thrombolysis Therapy in Acute Stroke
  • Evaluating Permeability Surface-Area Product as a Measure of Blood-Brain Barrier Permeability in a Murine Model
  • Outcome Differences between Intra-Arterial Iso- and Low-Osmolality Iodinated Radiographic Contrast Media in the Interventional Management of Stroke III Trial
  • Using Standard First-Pass Perfusion Computed Tomographic Data to Evaluate Collateral Flow in Acute Ischemic Stroke
  • Decreased Infarct Volume and Intracranial Hemorrhage Associated with Intra-Arterial Nonionic Iso-Osmolar Contrast Material in an MCA Occlusion/Reperfusion Model
  • Effects of Microvascular Permeability Changes on Contrast-Enhanced T1 and Pharmacokinetic MR Imagings After Ischemia
  • Early Rate of Contrast Extravasation in Patients with Intracerebral Hemorrhage
  • Delay Correction for the Assessment of Blood-Brain Barrier Permeability Using First-Pass Dynamic Perfusion CT
  • Validation of In Vivo Magnetic Resonance Imaging Blood-Brain Barrier Permeability Measurements by Comparison With Gold Standard Histology
  • Predicting Transformation to Type 2 Parenchymal Hematoma in Acute Ischemic Stroke by CT Permeability Imaging
  • Blood-Brain Barrier Permeability Assessed by Perfusion CT Predicts Symptomatic Hemorrhagic Transformation and Malignant Edema in Acute Ischemic Stroke
  • Increased Blood-Brain Barrier Permeability on Perfusion CT Might Predict Malignant Middle Cerebral Artery Infarction
  • Recombinant Tissue Plasminogen Activator Increases Blood-Brain Barrier Disruption in Acute Ischemic Stroke: An MR Imaging Permeability Study
  • Optimal Duration of Acquisition for Dynamic Perfusion CT Assessment of Blood-Brain Barrier Permeability Using the Patlak Model
  • Patterns and Predictors of Blood-Brain Barrier Permeability Derangements in Acute Ischemic Stroke
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