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1.
Cerebrovasc Dis ; 33(1): 8-15, 2012.
Article in English | MEDLINE | ID: mdl-22143195

ABSTRACT

BACKGROUND: The utility of admission CT perfusion (CTP) to that of diffusion-weighted imaging (DWI) as a predictor of hemorrhagic transformation (HT) in acute stroke was compared. METHODS: We analyzed the admission CTP and DWI scans of 96 consecutive stroke patients. HT was present in 22 patients (23%). Infarct core was manually segmented on the admission DWI. We determined the: (1) hypoperfused tissue volume in the ischemic hemisphere using a range of thresholds applied to multiple different CTP parameter maps, and (2) mean relative CTP (rCTP) voxel values within both the DWI-segmented lesions and the thresholded CTP parameter maps. Receiver operating characteristic area under curve (AUC) analysis and multivariate regression were used to evaluate the test characteristics of each set of volumes and mean rCTP parameter values as predictors of HT. RESULTS: The hypoperfused tissue volumes with either relative cerebral blood flow (rCBF) <0.48 (AUC = 0.73), or relative mean transit time (rMTT) >1.3 (AUC = 0.70), had similar accuracy to the DWI-segmented core volume (AUC = 0.68, p = 0.2 and p = 0.1, respectively) as predictors of HT. The mean rMTT voxel values within the rMTT >1.3 segmented lesion (AUC = 0.71) had similar accuracy to the mean rMTT voxel values (AUC = 0.65, p = 0.24) and mean rCBF voxel values (AUC = 0.64, p = 0.22) within the DWI-segmented lesion. The only independent predictors of HT were: (1) mean rMTT with rMTT >1.3, and (2) mechanical thrombectomy. CONCLUSION: Admission CTP-based hypoperfused tissue volumes and thresholded mean voxel values are markers of HT in acute stroke, with similar accuracy to DWI. This could be of value when MRI cannot be obtained.


Subject(s)
Cerebrovascular Circulation , Diffusion Magnetic Resonance Imaging , Intracranial Hemorrhages/etiology , Patient Admission , Perfusion Imaging/methods , Stroke/diagnosis , Tomography, X-Ray Computed , Adult , Aged , Aged, 80 and over , Boston , Chi-Square Distribution , Female , Humans , Intracranial Hemorrhages/pathology , Intracranial Hemorrhages/physiopathology , Logistic Models , Male , Middle Aged , Multivariate Analysis , Predictive Value of Tests , Prognosis , ROC Curve , Retrospective Studies , Risk Assessment , Risk Factors , Stroke/complications , Stroke/diagnostic imaging , Stroke/pathology , Stroke/physiopathology
2.
Stroke ; 42(5): 1255-60, 2011 May.
Article in English | MEDLINE | ID: mdl-21493917

ABSTRACT

BACKGROUND AND PURPOSE: To characterize the spatial pattern of cerebral ischemic vulnerability to hypoperfusion in stroke patients. METHODS: We included 90 patients who underwent admission CT perfusion and MRI within 12 hours of ischemic stroke onset. Infarcted brain lesions ("core") were segmented from admission diffusion-weighted imaging and, along with the CT perfusion parameter maps, coregistered onto MNI-152 brain space, which was parcellated into 125 mirror cortical and subcortical regions per hemisphere. We tested the hypothesis that the percent infarction increment per unit of relative cerebral blood flow (rCBF) reduction differs statistically between regions using regression analysis to assess the interaction between regional rCBF and region variables. Next, for each patient, a "vulnerability index" map was constructed with voxel values equaling the product of that voxel's rCBF and infarction probability (derived from the MNI-152-transformed, binary, segmented, diffusion-weighted imaging lesions). Voxel-based rCBF threshold for core was determined within the upper 20th percentile of vulnerability index map voxel values. RESULTS: Different regions had different percent infarction increase per unit rCBF reduction (P=0.001). The caudate body, putamen, insular ribbon, paracentral lobule, and precentral, middle, and inferior frontal gyri had the highest ischemic vulnerability to hypoperfusion. A voxel-based rCBF threshold of <0.42 optimally distinguished infarct core in the highly-vulnerable regions, whereas rCBF<0.16 distinguished core in the remainder of the brain. CONCLUSIONS: We demonstrated regional ischemic vulnerability of the brain to hypoperfusion in acute stroke patients. Location-specific, rather than whole-brain, rCBF thresholds may provide a more accurate metric for estimating infarct core using CT perfusion maps.


Subject(s)
Brain Ischemia/diagnostic imaging , Brain Ischemia/epidemiology , Stroke/diagnostic imaging , Stroke/epidemiology , Tomography, X-Ray Computed/methods , Brain Ischemia/physiopathology , Caudate Nucleus/blood supply , Caudate Nucleus/diagnostic imaging , Caudate Nucleus/pathology , Cerebral Cortex/blood supply , Cerebral Cortex/diagnostic imaging , Cerebral Cortex/pathology , Cerebrovascular Circulation/physiology , Cohort Studies , Female , Humans , Male , Perfusion , Putamen/blood supply , Putamen/diagnostic imaging , Putamen/pathology , Retrospective Studies , Risk Factors , Stroke/physiopathology
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