Abstract TP77: Impact of Time and Aspects on Clinical Core Mismatch in Large Vessel Occlusion Strokes

Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Shashvat Desai ◽  
Bradley J Molyneaux ◽  
Marcelo Rocha ◽  
Matthew Starr ◽  
Tudor G Jovin ◽  
...  
Keyword(s):  
Patient Selection ◽  
Time Window ◽  
Ct Perfusion ◽  
Large Vessel ◽  
Large Vessel Occlusion ◽  
Vessel Occlusion ◽  
Ct Head ◽  
Ischemic Core ◽  
The Impact ◽  
Core Volume

Introduction: Patient selection for endovascular thrombectomy (EVT) for anterior circulation large vessel occlusion (LVO) strokes in the 6-24-hour time window is dependent on delineating clinical core mismatch (CCM) as defined by DAWN trial criteria. In contrast, patient selection in the early window (0-6 hours) can be performed using ASPECTS on CT head. We aim to determine the prevalence of DAWN-CCM in LVO strokes and the impact of time and ASPECTS. Methods: Retrospective analysis of large vessel occlusion [internal carotid and middle cerebral artery-M1] strokes at a CSC. Consecutive patients who underwent CT perfusion or MRI within 120 minutes of CT head were included in the study (treated and untreated). Ischemic core volume was assessed using RAPID [IschemaView] and ASPECTS using automated ASPECTS [Brainomix]. CCM was defined using DAWN trial criteria [DAWN-CCM: NIHSS ≥10 and core <31 ml, NIHSS ≥20 and core <51 ml]. Results: A total of 116 patients were included. Mean age was 71 ±14 and 62% were females. Mean ischemic core volume and median ASPECTS were 46 ±65 ml and 8 (6-9), respectively. In patients with NIHSS score ≥10 (98), 57% had DAWN-CCM in the 0-24-hour window. Proportion of patients with DAWN-CCM in 6-24-hour window was 70% (6-12 hours), 50% (12-18 hours), and 50% (18-24 hours) [p=0.35]. Proportion of patients with DAWN-CCM by ASPECTS group was 88% (ASPECTS 9-10), 64% (ASPECTS 6-8) and 13% (ASPECTS 0-5) [p=<0.01] (Figure 1). Probability of DAWN-CCM declines by 7% for every 2 hours increase in TLKW to imaging, and by 13% for every 1-point decrease in ASPECTS. Conclusion: Approximately 57% of LVO strokes have clinical core mismatch. LVO strokes with DAWN-CCM decline with increasing time and decreasing ASPECTS. ASPECTS alone may be sufficient to identify patients with DAWN-CCM in a resource limited setting and avoid time consuming advanced imaging.

scholarly journals Epidemiological Surveillance of the Impact of the COVID-19 Pandemic on Stroke Care Using Artificial Intelligence

Stroke ◽  
2021 ◽  
Author(s):  
Raul G. Nogueira ◽  
Jason M. Davies ◽  
Rishi Gupta ◽  
Ameer E. Hassan ◽  
Thomas Devlin ◽  
...  
Keyword(s):  
Artificial Intelligence ◽  
Acute Stroke ◽  
Systems Of Care ◽  
Ct Perfusion ◽  
Stroke Care ◽  
Large Vessel ◽  
Large Vessel Occlusion ◽  
Vessel Occlusion ◽  
Number Of Patients ◽  
The Impact

Background and Purpose: The degree to which the coronavirus disease 2019 (COVID-19) pandemic has affected systems of care, in particular, those for time-sensitive conditions such as stroke, remains poorly quantified. We sought to evaluate the impact of COVID-19 in the overall screening for acute stroke utilizing a commercial clinical artificial intelligence platform. Methods: Data were derived from the Viz Platform, an artificial intelligence application designed to optimize the workflow of patients with acute stroke. Neuroimaging data on suspected patients with stroke across 97 hospitals in 20 US states were collected in real time and retrospectively analyzed with the number of patients undergoing imaging screening serving as a surrogate for the amount of stroke care. The main outcome measures were the number of computed tomography (CT) angiography, CT perfusion, large vessel occlusions (defined according to the automated software detection), and severe strokes on CT perfusion (defined as those with hypoperfusion volumes >70 mL) normalized as number of patients per day per hospital. Data from the prepandemic (November 4, 2019 to February 29, 2020) and pandemic (March 1 to May 10, 2020) periods were compared at national and state levels. Correlations were made between the inter-period changes in imaging screening, stroke hospitalizations, and thrombectomy procedures using state-specific sampling. Results: A total of 23 223 patients were included. The incidence of large vessel occlusion on CT angiography and severe strokes on CT perfusion were 11.2% (n=2602) and 14.7% (n=1229/8328), respectively. There were significant declines in the overall number of CT angiographies (−22.8%; 1.39–1.07 patients/day per hospital, P <0.001) and CT perfusion (−26.1%; 0.50–0.37 patients/day per hospital, P <0.001) as well as in the incidence of large vessel occlusion (−17.1%; 0.15–0.13 patients/day per hospital, P <0.001) and severe strokes on CT perfusion (−16.7%; 0.12–0.10 patients/day per hospital, P <0.005). The sampled cohort showed similar declines in the rates of large vessel occlusions versus thrombectomy (18.8% versus 19.5%, P =0.9) and comprehensive stroke center hospitalizations (18.8% versus 11.0%, P =0.4). Conclusions: A significant decline in stroke imaging screening has occurred during the COVID-19 pandemic. This analysis underscores the broader application of artificial intelligence neuroimaging platforms for the real-time monitoring of stroke systems of care.

Automated CT Perfusion Imaging Versus Non-contrast CT for Ischemic Core Assessment in Large Vessel Occlusion

2018 ◽  
Vol 30 (1) ◽  
pp. 109-114 ◽  
Author(s):  
Anderson Chun On Tsang ◽  
Stephanie Lenck ◽  
Christopher Hilditch ◽  
Patrick Nicholson ◽  
Waleed Brinjikji ◽  
...  
Keyword(s):  
Perfusion Imaging ◽  
Ct Perfusion ◽  
Large Vessel ◽  
Large Vessel Occlusion ◽  
Vessel Occlusion ◽  
Ct Perfusion Imaging ◽  
Ischemic Core ◽  
Contrast Ct

Abstract 60: Impact of Monthly Testing and Tutorials on Accuracy and Confidence of Telestroke Nurse Recognition of Anterior Circulation Large Vessel Occlusion CT Perfusion Patterns

Stroke ◽  
2020 ◽  
Vol 51 (Suppl_1) ◽  
Author(s):  
Emily K Snider ◽  
Brenda Chang ◽  
Anna Maria Helms ◽  
Laura Williams ◽  
Sam Singh ◽  
...  
Keyword(s):  
Good Accuracy ◽  
Internal Carotid ◽  
Ct Perfusion ◽  
Large Vessel ◽  
Large Vessel Occlusion ◽  
Anterior Circulation ◽  
Vessel Occlusion ◽  
Confidence Levels ◽  
Lower Confidence ◽  
The Impact

Introduction: A distinguishing feature of our Stroke Network is Telestroke (TS) nurses (RNs) who remotely facilitate TS evaluations. To facilitate expeditious transfer the TS RNs, need to immediately identify CT perfusion (CTP) studies demonstrating patterns consistent with internal carotid artery (ICA), middle cerebral artery (M1), and first branch of the M1 (M2) large vessel occlusion (LVO) acute ischemic strokes (AIS). Methods: We developed a 6-month series of tutorials and tests (12 CTP scans/month) for 16 TS RNs to recognize CTP patterns consistent with ICA, M1 or M2 LVO AIS. We simultaneously conducted a prospective cohort study of these nurses on the impact of these tutorials and tests. Results: TS nurses demonstrated good accuracy in detecting ICA, M1 or M2 LVO presence during the first three months of teaching (83-94% accurate).This improved to excellent during the last three months (99-100%), during which the likelihood of correctly identifying the presence of any one of these LVOs was greater than in the first three months (OR 1.99, 95% CI: 1.83-2.17, p<0.001). The probability of correctly identifying ICA or M1 occlusions was much higher than correctly identifying all other LVOs (OR 68, 95% CI: 45-102, p<0.001). The likelihood of being at a higher confidence level compared to lower confidence levels in identifying any LVOs as being ICA or M1 was higher than in identifying other LVOs (OR 2.14, 95% CI: 1.6-2.8, p<0.001), but over time confidence for determining LVO presence did not differ significantly after controlling for subject variation. Conclusion: A series of structured tutorials significantly increased the odds of TS nurses correctly identifying anterior circulation LVOs, with the benefit of these tutorials and test reviews peaking and plateauing at four months. Participating in TS nurse tutorials was associated with high odds and confidence for correctly identifying LVOs as being ICA or M1.

scholarly journals Effect of Extended CT Perfusion Acquisition Time on Ischemic Core and Penumbra Volume Estimation in Patients with Acute Ischemic Stroke due to a Large Vessel Occlusion

PLoS ONE ◽  
2015 ◽  
Vol 10 (3) ◽  
pp. e0119409 ◽  
Author(s):  
Jordi Borst ◽  
Henk A. Marquering ◽  
Ludo F. M. Beenen ◽  
Olvert A. Berkhemer ◽  
Jan Willem Dankbaar ◽  
...  
Keyword(s):  
Ischemic Stroke ◽  
Acute Ischemic Stroke ◽  
Ct Perfusion ◽  
Volume Estimation ◽  
Large Vessel ◽  
Acquisition Time ◽  
Large Vessel Occlusion ◽  
Vessel Occlusion ◽  
Ischemic Core

scholarly journals Automated CT Perfusion for Ischemic Core Volume Prediction in Tandem Anterior Circulation Occlusions

2016 ◽  
Vol 5 (1-2) ◽  
pp. 81-88 ◽  
Author(s):  
Diogo C. Haussen ◽  
Seena Dehkharghani ◽  
Mikayel Grigoryan ◽  
Meredith Bowen ◽  
Leticia C. Rebello ◽  
...  
Keyword(s):  
Ct Perfusion ◽  
Infarct Volume ◽  
Volume Estimation ◽  
Large Vessel ◽  
Absolute Difference ◽  
Analysis Tool ◽  
Anterior Circulation ◽  
Ischemic Core ◽  
The Impact ◽  
Core Volume

Background/Aim: CT perfusion (CTP) predicts ischemic core volumes in acute ischemic stroke (AIS); however, assumptions made within the pharmacokinetic model may engender errors by the presence of tracer delay or dispersion. We aimed to evaluate the impact of hemodynamic disturbance due to extracranial anterior circulation occlusions upon the accuracy of ischemic core volume estimation with an automated perfusion analysis tool (RAPID) among AIS patients with large-vessel occlusions. Methods: A prospectively collected, interventional database was retrospectively reviewed for all cases of endovascular treatment of AIS between September 2010 and March 2015 for patients with anterior circulation occlusions with baseline CTP and full reperfusion (mTICI3). Results: Out of 685 treated patients, 114 fit the inclusion criteria. Comparison between tandem (n = 21) and nontandem groups (n = 93) revealed similar baseline ischemic core (20 ± 19 vs. 19 ± 25 cm3; p = 0.8), Tmax >6 s (175 ± 109 vs. 162 ± 118 cm3; p = 0.6), Tmax >10 s (90 ± 84 vs. 90 ± 91 cm3; p = 0.9), and final infarct volumes (45 ± 47 vs. 37 ± 45 cm3; p = 0.5). Baseline core volumes were found to correlate with final infarct volumes for the tandem (r = 0.49; p = 0.02) and nontandem (r = 0.44; p < 0.01) groups. The mean absolute difference between estimated core and final infarct volume was similar between patients with and those without (24 ± 41 vs. 17 ± 41 cm3; p = 0.5) tandem lesions. Conclusions: The prediction of baseline ischemic core volumes through an optimized CTP analysis employing rigorous normalization, thresholding, and voxel-wise analysis is not significantly influenced by the presence of underlying extracranial carotid steno-occlusive disease in large-vessel AIS.

scholarly journals Prevalence and Temporal Distribution of Fast and Slow Progressors of Infarct Growth in Large Vessel Occlusion Stroke

Stroke ◽  
2019 ◽  
Vol 50 (8) ◽  
pp. 2238-2240 ◽  
Author(s):  
Marcelo Rocha ◽  
Shashvat M. Desai ◽  
Ashutosh P. Jadhav ◽  
Tudor G. Jovin
Keyword(s):  
Temporal Distribution ◽  
Stroke Onset ◽  
Large Vessel ◽  
Delayed Presentation ◽  
Large Vessel Occlusion ◽  
Anterior Circulation ◽  
Vessel Occlusion ◽  
Slow Progressors ◽  
Ischemic Core ◽  
Core Volume

Background and Purpose— Fast and slow progressors of infarct growth due to anterior circulation large vessel occlusion are commonly observed in clinical practice. We aimed to estimate the prevalence and temporal distribution of fast and slow progressors among anterior circulation large vessel occlusion patients diagnosed within 24 hours of stroke onset. Methods— Single-center retrospective study of all patients with anterior circulation large vessel occlusion who underwent baseline computed tomographic perfusion or magnetic resonance imaging within 24 hours of stroke onset. Prevalence was determined for fast progressors (ischemic core >70 mL, <6 hours of stroke onset) and slow progressors (ischemic core ≤30 mL, >6–24 hours of stroke onset). Results— One hundred eighty-five patients were included. The median time interval from stroke onset to baseline core imaging was 7.6 hours (interquartile range, 3.9–13.2), and median core volume was 17 mL (range, 0–405). Patients had core volume ≤70 mL in 72% of cases in the overall cohort. The prevalence of fast progressors was 25% (95% CI, 17%–37%) and reached 40% (95% CI, 24%–59%) between 3 and 4.5 hours after stroke onset. The prevalence of slow progressors was 55% (95% CI, 46%–64%) and was similar across time intervals beyond 6 hours after stroke onset. Conclusions— Most anterior circulation large vessel occlusion patients had small-to-moderate ischemic core volume, irrespective of early or delayed presentation within 24 hours of stroke onset. Fast progressors were highly prevalent between 3 and 4.5 hours after stroke onset.

scholarly journals Decomposing Acute Symptom Severity in Large Vessel Occlusion Stroke: Association With Multiparametric CT Imaging and Clinical Parameters

2021 ◽  
Vol 12 ◽  
Author(s):  
Lena Stueckelschweiger ◽  
Steffen Tiedt ◽  
Daniel Puhr-Westerheide ◽  
Matthias P. Fabritius ◽  
Franziska Mueller ◽  
...  
Keyword(s):  
Symptom Severity ◽  
Large Vessel ◽  
Clinical Parameters ◽  
Large Vessel Occlusion ◽  
Vessel Occlusion ◽  
Acute Symptom ◽  
Imaging Parameters ◽  
Clot Burden ◽  
Ischemic Core ◽  
Core Volume

Background and Purpose: Acute ischemic stroke of the anterior circulation due to large vessel occlusion (LVO) is a multifactorial process, which causes neurologic symptoms of different degree. Our aim was to examine the impact of neuromorphologic and vascular correlates as well as clinical factors on acute symptom severity in LVO stroke.Methods: We selected LVO stroke patients with known onset time from a consecutive cohort which underwent multiparametric CT including non-contrast CT, CT angiography and CT perfusion (CTP) before thrombectomy. Software-based quantification was used to calculate CTP total ischemic and ischemic core volume. Symptom severity was assessed using the National Institutes of Health Stroke Scale (NIHSS) upon admission. Multivariable regression analysis was performed to determine independent associations of admission NIHSS with imaging and clinical parameters. Receiver operating characteristics (ROC) analyses were used to examine performance of imaging parameters to classify symptom severity.Results: We included 142 patients. Linear and ordinal regression analyses for NIHSS and NIHSS severity groups identified significant associations for total ischemic volume [β = 0.31, p = 0.01; Odds ratio (OR) = 1.11, 95%-confidence-interval (CI): 1.02–1.19], clot burden score (β = −0.28, p = 0.01; OR = 0.76, 95%-CI: 0.64–0.90) and age (β = 0.17, p = 0.04). No association was found for ischemic core volume, stroke side, collaterals and time from onset. Stroke topography according to the Alberta Stroke Program CT Score template did not display significant influence after correction for multiple comparisons. AUC for classification of the NIHSS threshold ≥6 by total ischemic volume was 0.81 (p &lt; 0.001).Conclusions: We determined total ischemic volume, clot burden and age as relevant drivers for baseline NIHSS in acute LVO stroke. This suggests that not only mere volume but also degree of occlusion influences symptom severity. Use of imaging parameters as surrogate for baseline NIHSS reached limited performance underlining the need for combined clinical and imaging assessment in acute stroke management.

scholarly journals Acute and Chronic Kidney Dysfunction and Outcome After Stroke Thrombectomy

2021 ◽  
Author(s):  
Simon Fandler-Höfler ◽  
Balazs Odler ◽  
Markus Kneihsl ◽  
Gerit Wünsch ◽  
Melanie Haidegger ◽  
...  
Keyword(s):  
Hospital Stay ◽  
Mechanical Thrombectomy ◽  
Multivariable Analysis ◽  
Unfavorable Outcome ◽  
Large Vessel ◽  
Study Cohort ◽  
Large Vessel Occlusion ◽  
Kidney Dysfunction ◽  
Vessel Occlusion ◽  
The Impact

AbstractData on the impact of kidney dysfunction on outcome in patients with stroke due to large vessel occlusion are scarce. The few available studies are limited by only considering single kidney parameters measured at one time point. We thus investigated the influence of both chronic kidney disease (CKD) and acute kidney injury (AKI) on outcome after mechanical thrombectomy. We included consecutive patients with anterior circulation large vessel occlusion stroke receiving mechanical thrombectomy at our center over an 8-year period. We extracted clinical data from a prospective registry and investigated kidney serum parameters at admission, the following day and throughout hospital stay. CKD and AKI were defined according to established nephrological criteria. Unfavorable outcome was defined as scores of 3–6 on the modified Rankin Scale 3 months post-stroke. Among 465 patients, 31.8% had an impaired estimated glomerular filtration rate (eGFR) at admission (< 60 ml/min/1.73 m2). Impaired admission eGFR was related to unfavorable outcome in univariable analysis (p = 0.003), but not after multivariable adjustment (p = 0.96). Patients frequently met AKI criteria at admission (24.5%), which was associated with unfavorable outcome in a multivariable model (OR 3.03, 95% CI 1.73–5.30, p < 0.001). Moreover, patients who developed AKI during hospital stay also had a worse outcome (p = 0.002 in multivariable analysis). While CKD was not associated with 3-month outcome, we identified AKI either at admission or throughout the hospital stay as an independent predictor of unfavorable prognosis in this study cohort. This finding warrants further investigation of kidney–brain crosstalk in the setting of acute stroke.

Prognostic importance of CT ASPECTS and CT perfusion measures of infarction in anterior emergent large vessel occlusions

2018 ◽  
Vol 11 (7) ◽  
pp. 670-674 ◽  
Author(s):  
Syed Ali Raza ◽  
Clara M Barreira ◽  
Gabriel M Rodrigues ◽  
Michael R Frankel ◽  
Diogo C Haussen ◽  
...  
Keyword(s):  
Ct Perfusion ◽  
Area Under The Curve ◽  
Large Vessel ◽  
Anterior Circulation ◽  
Vessel Occlusion ◽  
Nihss Score ◽  
Median Baseline ◽  
Ct Head ◽  
Prognostic Importance ◽  
Contrast Ct

BackgroundAge, neurologic deficits, core volume (CV), and clinical core or radiographic mismatch are considered in selection for endovascular therapy (ET) in anterior circulation emergent large vessel occlusion (aELVO). Semiquantitative CV estimation by Alberta Stroke Programme Early CT Score (CT ASPECTS) and quantitative CV estimation by CT perfusion (CTP) are both used in selection paradigms.ObjectiveTo compare the prognostic value of CTP CV with CT ASPECTS in aELVO.MethodsPatients in an institutional endovascular registry who had aELVO, pre-ET National Institutes of Health Stroke Scale (NIHSS) score, non-contrast CT head and CTP imaging, and prospectively collected 3-month modified Rankin Scale (mRS) score were included. Age- and NIHSS-adjusted models, including either CT ASPECTS or CTP volumes (relative cerebral blood flow <30% of normal tissue, total hypoperfusion, and radiographic mismatch), were compared using receiver operator characteristic analyses.ResultsWe included 508 patients with aELVO (60.8% M1 middle cerebral artery, 34% internal carotid artery, mean age 64.1±15.3 years, median baseline NIHSS score 16 (12–20), median baseline CT ASPECTS 8 (7–9), mean CV 16.7±24.8 mL). Age, pre-ET NIHSS, CT ASPECTS, CV, hypoperfusion, and perfusion imaging mismatch volumes were predictors of good outcome (mRS score 0–2). There were no differences in prognostic accuracies between reference (age, baseline NIHSS, CT ASPECTS; area under the curve (AUC)=0.76) and additional models incorporating combinations of age, NIHSS, and CTP metrics including CV, total hypoperfusion or mismatch volume (AUCs 0.72–0.75). Predicted outcomes from CT ASPECTS or CTP CV-based models had excellent agreement (R2=0.84, p<0.001).ConclusionsIncorporating CTP measures of core or penumbral volume, instead of CT ASPECTS, did not improve prognostication of 3-month outcomes, suggesting prognostic equivalence of CT ASPECTS and CTP CV.

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