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1.
Sci Rep ; 10(1): 4008, 2020 03 04.
Article in English | MEDLINE | ID: mdl-32132644

ABSTRACT

Selected patients with large vessel occlusions (LVO) can benefit from thrombectomy up to 24 hours after onset. Identifying patients who might benefit from late intervention after transfer from community hospitals to thrombectomy-capable centers would be valuable. We searched for presentation biomarkers to identify such patients. Frequent MR imaging over 2 days of 38 untreated LVO patients revealed logarithmic growth of the ischemic infarct core. In 24 patients with terminal internal carotid artery or the proximal middle cerebral artery occlusions we found that an infarct core growth rate (IGR) <4.1 ml/hr and initial infarct core volumes (ICV) <19.9 ml had accuracies >89% for identifying patients who would still have a core of <50 ml 24 hours after stroke onset, a core size that should predict favorable outcomes with thrombectomy. Published reports indicate that up to half of all LVO stroke patients have an IGR <4.1 ml/hr. Other potentially useful biomarkers include the NIHSS and the perfusion measurements MTT and Tmax. We conclude that many LVO patients have a stroke physiology that is favorable for late intervention, and that there are biomarkers that can accurately identify them at early time points as suitable for transfer for intervention.


Subject(s)
Endovascular Procedures , Magnetic Resonance Imaging , Stroke , Thrombectomy , Time-to-Treatment , Aged , Female , Humans , Male , Severity of Illness Index , Stroke/diagnostic imaging , Stroke/surgery
2.
Stroke ; 45(12): 3643-8, 2014 Dec.
Article in English | MEDLINE | ID: mdl-25336512

ABSTRACT

BACKGROUND AND PURPOSE: In malignant infarction, brain edema leads to secondary neurological deterioration and poor outcome. We sought to determine whether swelling is associated with outcome in smaller volume strokes. METHODS: Two research cohorts of acute stroke subjects with serial brain MRI were analyzed. The categorical presence of swelling and infarct growth was assessed on diffusion-weighted imaging (DWI) by comparing baseline and follow-up scans. The increase in stroke volume (ΔDWI) was then subdivided into swelling and infarct growth volumes using region-of-interest analysis. The relationship of these imaging markers with outcome was evaluated in univariable and multivariable regression. RESULTS: The presence of swelling independently predicted worse outcome after adjustment for age, National Institutes of Health Stroke Scale, admission glucose, and baseline DWI volume (odds ratio, 4.55; 95% confidence interval, 1.21-18.9; P<0.02). Volumetric analysis confirmed that ΔDWI was associated with outcome (odds ratio, 4.29; 95% confidence interval, 2.00-11.5; P<0.001). After partitioning ΔDWI into swelling and infarct growth volumetrically, swelling remained an independent predictor of poor outcome (odds ratio, 1.09; 95% confidence interval, 1.03-1.17; P<0.005). Larger infarct growth was also associated with poor outcome (odds ratio, 7.05; 95% confidence interval, 1.04-143; P<0.045), although small infarct growth was not. The severity of cytotoxic injury measured on apparent diffusion coefficient maps was associated with swelling, whereas the perfusion deficit volume was associated with infarct growth. CONCLUSIONS: Swelling and infarct growth each contribute to total stroke lesion growth in the days after stroke. Swelling is an independent predictor of poor outcome, with a brain swelling volume of ≥11 mL identified as the threshold with greatest sensitivity and specificity for predicting poor outcome.


Subject(s)
Brain Edema/etiology , Stroke/complications , Stroke/pathology , Aged , Aged, 80 and over , Brain Edema/pathology , Diffusion Magnetic Resonance Imaging , Female , Humans , Image Interpretation, Computer-Assisted , Male , Middle Aged , Prognosis , Retrospective Studies
3.
J Neurosci Methods ; 221: 196-201, 2014 Jan 15.
Article in English | MEDLINE | ID: mdl-24459720

ABSTRACT

BACKGROUND: Accurate and reliable measurement of leukoaraiosis, or MR-detected white, matter hyper-intensity (WMH) burden in subjects with acute ischemic stroke (AIS) is important for, ongoing research studies and future models of risk and outcome prediction, but the presence of a, cerebral infarct may complicate measurement. We sought to assess accuracy of a volumetric method, designed to measure WMH in AIS subjects as compared to the previously validated protocol. NEW METHOD: We randomly selected and equally sampled 120 brain scans from the Atherosclerosis, Risk in Communities (ARIC) MRI Study individuals within designated mild, moderate, and severe, tertiles of WMH volume (WMHV). T2 FLAIR axial images were analyzed using the AIS WMH volumetric, protocol and compared with the ARIC (gold standard) method. Pearson correlation coefficients, linear, concordance correlation coefficient, and Blant­Altman procedures were used to assess measurement, agreements between the two procedures. RESULTS: Median WMHV determined by using the ARIC method was 7.8 cm3 (IQR 5.7­13.55) vs. 3.54 cm3, (IQR 2.1­7.2) using the AIS WMH method. There was good correlation between the two measurements, (r = 0.52, 0.67, and 0.9 for tertiles 1, 2, and 3 respectively) (p < 0.001). COMPARISON WITH EXISTING METHOD: The AIS WMH protocol was specific for leukoaraiosis in ischemic, stroke, but it appeared to underestimate WMHV compared to the gold standard method. CONCLUSIONS: Estimates of MR-detectable WMH burden using a volumetric protocol designed for, analysis of clinical scans correlate strongly with gold standard measurements. These findings will, facilitate future studies of WMH in normal aging and in patients with stroke and other cerebrovascular, disease.


Subject(s)
Brain/pathology , Image Interpretation, Computer-Assisted/standards , Leukoaraiosis/complications , Leukoaraiosis/epidemiology , Stroke/complications , Aged , Female , Humans , Image Interpretation, Computer-Assisted/methods , Leukoaraiosis/pathology , Magnetic Resonance Imaging , Male , Middle Aged , Risk Factors , Stroke/pathology
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