Risk Of Recurrent Ischemic Stroke Research Articles

Artificial intelligence in ischemic stroke images: current applications and future directions

This paper reviews the current research progress in the application of Artificial Intelligence (AI) based on ischemic stroke imaging, analyzes the main challenges, and explores future research directions. This study emphasizes the application of AI in areas such as automatic segmentation of infarct areas, detection of large vessel occlusion, prediction of stroke outcomes, assessment of hemorrhagic transformation risk, forecasting of recurrent ischemic stroke risk, and automatic grading of collateral circulation. The research indicates that Machine Learning (ML) and Deep Learning (DL) technologies have tremendous potential for improving diagnostic accuracy, accelerating disease identification, and predicting disease progression and treatment responses. However, the clinical application of these technologies still faces challenges such as limitations in data volume, model interpretability, and the need for real-time monitoring and updating. Additionally, this paper discusses the prospects of applying large language models, such as the transformer architecture, in ischemic stroke imaging analysis, emphasizing the importance of establishing large public databases and the need for future research to focus on the interpretability of algorithms and the comprehensiveness of clinical decision support. Overall, AI has significant application value in the management of ischemic stroke; however, existing technological and practical challenges must be overcome to achieve its widespread application in clinical practice.

Effectiveness of a stepwise approach for screening of atrial fibrillation after stroke: insights from the SAFAS study

Abstract Background Detection of atrial fibrillation (AF) is critical after ischemic stroke, providing information regarding the mechanism of the event and leading to modification in the antithrombotic strategy. While most guidelines recommend screening patients for AF with 12-lead ECG, telemetry, long-duration Holter monitoring and implantable cardiac monitor (ICM), the optimal timing and combination of such screening tools remain unclear. Objective This study aimed at investigating the suitability of a sequential combination of screening techniques (12-lead ECG, telemetry, in hospital long-lasting Holter monitoring, and ICM in the detection of AF after stroke. Methods Patients without previously known AF admitted to the Dijon University Hospital stroke unit for acute ischemic stroke were prospectively enrolled. After a stepwise screening approach for AF based on admission ECG, telemetry monitoring during the stroke unit stay and long-duration Holter monitoring during hospital stay, cryptogenic stroke patients were implanted of an ICM. Primary endpoint was the presence of AF detected during the 3-year period after stroke based on this sequential screening approach. Results A total of 240 patients were included. Among them, 104 (43.3%) patients had a documented cause of stroke non-related to AF. Among the remaining 136 patients (53.7% male, 70.8±13.7 yo), AF was detected in 82 (60%) patients over the acute screening phase or the 3-year follow-up with ICM. AF was diagnosed using 12-lead ECG, in-hospital telemetry, and in hospital long-lasting Holter monitoring in 17 (13%), 25 (18%), and 18 (13%) patients, respectively. AF was detected after the first 24 hours on the long-lasting Holter monitoring in 66% of patients. Among the 76 (56%) patients classified as cryptogenic after the complete stroke work-up and implanted from an ICM, AF was detected in 22 (29%) patients. AF occurred during the first, second, and third years of implantable monitoring in 14 (18.4%), 5 (6.6%), and 3 (3.9%) patients, respectively (Figure 1). Mean time from ICM implantation to AF diagnosis was 308+/-279 days. Finally, among all AF detected, 72% (60/83) were found during the initial intensive in-hospital screening. Conclusion A stepwise approach for AF screening after ischemic stroke allows the early detection of AF in a substantial number of patients during hospital stay. Even with such proactive initial monitoring strategy, invasive monitoring remains complementary to non-invasive screening tools not to overlook more distant AF episodes. Studies focusing on the relative risk of ischemic stroke recurrence according to AF timing and burden are needed.Figure 1

Statin Therapy for Secondary Prevention in Ischemic Stroke Patients With Cerebral Microbleeds.

The association between statin use and the risk of intracranial hemorrhage (ICrH) following ischemic stroke (IS) or transient ischemic attack (TIA) in patients with cerebral microbleeds (CMBs) remains uncertain. This study investigated the risk of recurrent IS and ICrH in patients receiving statins based on the presence of CMBs. We conducted a pooled analysis of individual patient data from the Microbleeds International Collaborative Network, comprising 32 hospital-based prospective studies fulfilling the following criteria: adult patients with IS or TIA, availability of appropriate baseline MRI for CMB quantification and distribution, registration of statin use after the index stroke, and collection of stroke event data during a follow-up period of ≥3 months. The primary endpoint was the occurrence of recurrent symptomatic stroke (IS or ICrH), while secondary endpoints included IS alone or ICrH alone. We calculated incidence rates and performed Cox regression analyses adjusting for age, sex, hypertension, atrial fibrillation, previous stroke, and use of antiplatelet or anticoagulant drugs to explore the association between statin use and stroke events during follow-up in patients with CMBs. In total, 16,373 patients were included (mean age 70.5 ± 12.8 years; 42.5% female). Among them, 10,812 received statins at discharge, and 4,668 had 1 or more CMBs. The median follow-up duration was 1.34 years (interquartile range: 0.32-2.44). In patients with CMBs, statin users were compared with nonusers. Compared with nonusers, statin therapy was associated with a reduced risk of any stroke (incidence rate [IR] 53 vs 79 per 1,000 patient-years, adjusted hazard ratio [aHR] 0.68 [95% CI 0.56-0.84]), a reduced risk of IS (IR 39 vs 65 per 1,000 patient-years, aHR 0.65 [95% CI 0.51-0.82]), and no association with the risk of ICrH (IR 11 vs 16 per 1,000 patient-years, aHR 0.73 [95% CI 0.46-1.15]). The results in aHR remained consistent when considering anatomical distribution and high burden (≥5) of CMBs. These observational data suggest that secondary stroke prevention with statins in patients with IS or TIA and CMBs is associated with a lower risk of any stroke or IS without an increased risk of ICrH. This study provides Class III evidence that for patients with IS or TIA and CMBs, statins lower the risk of any stroke or IS without increasing the risk of ICrH.

The association of CYP2C19 LoF alleles with adverse clinical outcomes in stroke patients taking clopidogrel: An updated meta-analysis.

The aggregated risk of recurrent stroke in stroke/transient ischemic attack (TIA) patients carrying CYP2C19 LoF alleles who take clopidogrel has not been investigated recently, and the available research is limited. This study aimed to perform an updated meta-analysis to assess the association between CYP2C19 LoF alleles and the risk of recurrent stroke in patients taking clopidogrel. Databases were searched for the literature on eligible studies. The end points were recurrent stroke, composite vascular events, and bleeding events. Odds ratios (ORs) were calculated using RevMan software, where p < 0.05 was considered statistically significant. Patients carrying CYP2C19 LoF alleles who were treated with clopidogrel had a significantly increased risk of recurrent ischemic stroke compared with non-carriers (OR 2.18, 96% CI 1.80-2.63; p < 0.00001). The risk of recurrent stroke was only significantly different in Asian patients (OR 2.29, 96% CI 1.88-2.80; p < 0.00001) but not in patients of other ethnicities; however, there were a limited number of studies in other ethnic groups. Both observational studies (OR 2.83, 96% CI 2.20-3.65; p < 0.00001) and RCTs (OR 1.48, 96% CI 1.10-1.98; p = 0.009) found associations with a significantly increased risk of recurrent ischemic stroke. Asian stroke patients or TIA patients carrying CYP2C19 LoF alleles and taking clopidogrel were at a significantly higher risk of recurrent ischemic stroke than non-carriers. Significantly increased risk of recurrent ischemic stroke was found in both observational studies and RCTs.

Research progress in the relationship between gut microbiota metabolite trimethylamine N-oxide and ischemic stroke.

Ischemic stroke (IS) is a severe cerebrovascular disease that seriously endangers human health. Gut microbiota plays a key role as an intermediate mediator in bidirectional regulation between the brain and the intestine. In recent years, trimethylamine N-oxide (TMAO) as a gut microbiota metabolite has received widespread attention in cardiovascular diseases. Elevated levels of TMAO may increase the risk of IS by affecting IS risk factors such as atherosclerosis, atrial fibrillation, hypertension, and type 2 diabetes. TMAO exacerbates neurological damage in IS patients, increases the risk of IS recurrence, and is an independent predictor of post-stroke cognitive impairment (PSCI) in patients. Current research suggests that the mechanisms of TMAO action include endothelial dysfunction, promoting of foam cell formation, influence on cholesterol metabolism, and enhancement of platelet reactivity. Lowering plasma TMAO levels through the rational use of traditional Chinese medicine, dietary management, vitamins, and probiotics can prevent and treat IS.

The Impact of Statin Treatment Duration on the Risk of New-Onset Diabetes Mellitus and Recurrent Vascular Events in Ischemic Stroke Patients: A Linked Data Analysis

Introduction: Although statin therapy reduces cardiovascular events, statin use is associated with the risk of new-onset diabetes mellitus (NODM). Using a linked dataset, we evaluated the effect of statin treatment on vascular outcomes and NODM development in patients with ischemic stroke. Methods: From the dataset, we identified 20,250 patients with acute ischemic stroke who had neither a prior history of DM nor a previous history of statin use before the index stroke. Patients were divided into statin users and non-users. The outcomes were NODM and vascular outcomes, including recurrent ischemic stroke and acute myocardial infarction (AMI). Results: Of the 20,250 patients, 13,706 (67.7%) received statin treatment after the index stroke. For the risk of NODM, a time-response relationship was observed between the use of statins and NODM; a longer post-stroke follow-up duration substantially increased the risk of NODM. Among those with ischemic strokes exceeding 3 years, statin users had an approximately 1.7-fold greater risk of NODM than statin non-users. Statin therapy significantly reduced the risk of recurrent ischemic stroke by 54% (HR 0.46, 95% CI, 0.43–0.50, p Conclusion: Statin therapy following ischemic stroke increased the occurrence of NODM in patients over a period of 3 years. Despite the increased risk of NODM, statin therapy shows a beneficial effect in reducing major cardiovascular events such as recurrent ischemic stroke and AMI in patients with ischemic stroke.

Abstract P246: Geographical Mapping and Cluster Analysis of Ischemic Stroke in Kentucky

Background: Stroke death is the third leading cause of death in the United States, the sixth leading cause of death in Kentucky (KY), and ischemic stroke (IS) is the most prevalent type in adults (~85%). Small area estimates of stroke incidence can help identify local interventions to lower the burden of vascular risk factors and risk of recurrent IS in these areas. Therefore, the goals of this study are to calculate small area IS incidence rates, examine clusters, and understand the distribution of IS in KY. Methods: Data was obtained from the Kentucky Hospital Inpatient Discharge and Outpatient Services Databases (HIDOSD) from 2012 to 2021; and the Kentucky Cabinet for Health and Family Services. HIDOSD represents KY emergency department discharges, inpatient data, and ambulatory facility services. We linked 5-digit Zip codes to (n=759) zip code tabulation areas (ZCTA) available from the US Census Bureau. The annualized IS rate per 100,000 was calculated by dividing the mean number of IS hospitalizations from 2012 to 2021 by the ZCTA 2020 population. We categorized IS rates by quartiles and calculated box plots in descriptive analyses. We tested for significant spatial clusters using the Local Moran’s I with Empirical Bayes rate smoothing in GeoDa. Results: From 2012-2021, 90,840 IS hospitalizations were reported in KY. The median IS rate was 226.5 per 100,000. The median rate in the highest quartile was 290.8 (IQR 171.7 - 290.8) vs 171.7 (IQR 171.7 - 290.8) in the lowest quartile. An area of high IS rate clusters (n=20) was identified in southeastern KY with lower clusters dispersed throughout the state. Figure. Conclusions: This 10-year analysis of IS hospitalizations across KY identified areas of potential intervention. Future efforts are needed to identify the social and medical contributors driving burden of IS in these areas and to design interventions targeted to improve health outcomes.

The optimal antithrombotic strategy for post-stroke patients with atrial fibrillation and extracranial artery stenosis—a nationwide cohort study

BackgroundIn post-stroke atrial fibrillation (AF) patients who have indications for both oral anticoagulant (OAC) and antiplatelet agent (AP), e.g., those with carotid artery stenosis, there is debate over the best antithrombotic strategy. We aimed to compare the risks of ischemic stroke, composite of ischemic stroke/major bleeding and composite of ischemic stroke/intracranial hemorrhage (ICH) between different antithrombotic strategies.MethodsThis study included post-stroke AF patients with and without extracranial artery stenosis (ECAS) (n = 6390 and 28,093, respectively) identified from the Taiwan National Health Insurance Research Database. Risks of clinical outcomes and net clinical benefit (NCB) with different antithrombotic strategies were compared to AP alone.ResultsThe risk of recurrent ischemic stroke was higher for patients with ECAS than those without (12.72%/yr versus 10.60/yr; adjusted hazard ratio [aHR] 1.104, 95% confidence interval [CI] 1.052–1.158, p < 0.001). For patients with ECAS, when compared to AP only, non-vitamin K antagonist oral anticoagulant (NOAC) monotherapy was associated with lower risks for ischaemic stroke (aHR 0.551, 95% CI 0.454—0.669), the composite of ischaemic stroke/major bleeding (aHR 0.626, 95% CI 0.529—0.741) and the composite of ischaemic stroke/ICH (aHR 0.577, 95% CI 0.478—0.697), with non-significant difference for major bleeding and ICH. When compared to AP only, warfarin monotherapy was associated with higher risks of major bleeding (aHR 1.521, 95% CI 1.231—1.880), ICH (aHR 2.045, 95% CI 1.329—3.148), and the composite of ischaemic stroke and major bleeding. With combination of AP plus warfarin, there was an increase in ischaemic stroke, major bleeding, and the composite outcomes, when compared to AP only. NOAC monotherapy was the only approach associated with a positive NCB, while all other options (warfarin, combination of AP-OAC) were associated with negative NCB.ConclusionsFor post-stroke AF patients with ECAS, NOAC monotherapy was associated with lower risks of adverse outcomes and a positive NCB. Combination of AP with NOAC or warfarin did not offer any benefit, but more bleeding especially with AP-warfarin combination therapy.

Impact of Platelet Hyperreactivity and Diabetes Mellitus on Ischemic Stroke Recurrence: A Single-Center Cohort Clinical Study.

Ischemic stroke recurrence (ISR) is prevented by inhibiting platelet function. To investigate the impact of high on-treatment platelet reactivity (HTPR) assessed by thromboelastography (TEG) and its risk factors on ISR in individuals who have experienced acute ischemic stroke (AIS) receiving dual anti-platelet therapy (DAPT). At the end of follow-up, a total of 264 patients who met the criteria were enrolled in this cohort study. The primary endpoint event was a recurrence of ischemic stroke within 90 days of onset. The ISR rate was 7.2% (19/264). The recurrence rate in the HTPR group was 15.1% (8/53), which was significantly higher than the 5.2% (11/211) in the non-HTPR group (p = 0.013), and the type 2 diabetes mellitus (T2DM) group (12.5%, 10/80) was also significantly higher compared to the non-T2DM group (4.9%, 9/184) (p = 0.028). T2DM was an isolated risk factor for HTPR (adjusted OR = 3.06, 95% CI 1.57-5.98, P = 0.001). Kaplan-Meier plots showed that the cumulative risk (CR) of ISR was statistically different in the HTPR and T2DM groups compared to the non-HTPR group (log-rank P = 0.009) and the non-T2DM group (log-rank P = 0.026), respectively. The HTPR and T2DM groups had greater hazard ratios (HR) of ISR than the non-HTPR (adjusted HR = 2.78, 95% CI 1.06-7.32, P = 0.038) and non-T2DM (adjusted HR = 2.64, 95% CI 1.01-6.92, P = 0.049) groups. Both HTPR and T2DM are linked to ISR. Platelet Inhibition Rate (PIR) of TEG can early identify patients who are at high risk for having another ischemic stroke in patients undergoing DAPT, and this study may offer more evidence in favor of clinically personalized treatment and secondary prevention tactics.

A matching-adjusted indirect comparison of results from REDUCE and RESPECT—two randomized trials on patent foramen ovale closure devices to prevent recurrent cryptogenic stroke

Aims Two randomized clinical trials, REDUCE and RESPECT, demonstrated that patent foramen ovale (PFO) closure in combination with antithrombotic therapy was more effective for the prevention of recurrent ischemic stroke compared with antithrombotic therapy alone. The aim of this study was to determine the relative efficacy and safety of the PFO closure devices used in REDUCE (HELEX and CARDIOFORM Septal Occluders) compared with the device used in RESPECT (Amplatzer PFO Occluder). Methods An unanchored matching-adjusted indirect comparison (MAIC) of the PFO closure arms of the REDUCE and RESPECT trials was performed using patient-level data from REDUCE weighted to match baseline characteristics from RESPECT. Comparisons of the following outcomes were made between the devices assessed in the trials: risk of recurrent ischemic stroke; recurrent ischemic stroke one year after randomization; any serious adverse event (SAE) related to the procedure or device; and atrial fibrillation or atrial flutter as an SAE related to the procedure or device. Results After conducting the MAIC, baseline characteristics were well-matched between the two trials. Compared to RESPECT, PFO closure using the devices from REDUCE resulted in a hazard ratio of 0.46 (95% confidence interval [CI] 0.15–1.43; p = 0.17) for the risk of recurrent stroke. For the recurrence of stroke after one year, SAE related to the procedure or device, and atrial fibrillation or atrial flutter as SAE related to the procedure or device, the MAIC resulted in a rate difference of −0.68 (95%CI −2.06 to 0.70; p = .34), −1.29 (95%CI −3.82 to 1.25; p = .32), and −0.19 (95%CI −1.16 to 0.78; p = .71), respectively. These findings were consistent across scenario analyses. Conclusions This MAIC analysis found no statistically significant differences in efficacy and safety outcomes between PFO closure with the HELEX and CARDIOFORM Septal Occluders versus the Amplatzer PFO Occluder, as used in the REDUCE and RESPECT trials.

Differences in intracranial atherosclerosis plaque between posterior circulation and anterior circulation on high-resolution magnetic resonance imaging: A systematic review and meta-analysis

ObjectiveThe clinical characteristics and mechanisms of stroke caused by anterior circulation atherosclerotic plaques (ACAPs) and posterior circulation atherosclerotic plaques (PCAPs) are distinct. We aimed to compare the differences in vulnerability, morphology, and distribution between ACAPs and PCAPs based on hign-resolution magnetic resonance imaging (HR-MRI). Materials and MethodsThe PubMed, Embase, Cochrane Library, China National Knowledge Infrastructure (CNKI), and Wanfang database were retrieved from inception through May 2023. Meta-analysis was performed by R 4.2.1 software. The quality of the literature was assessed by the Agency for Healthcare Research and Quality (AHRQ). Subgroup analysis was conducted to explore the heterogeneity of the pooled results. ResultsThere were a total of 13 articles, including 1194 ACAPs and 1037 PCAPs. The pooled estimates demonstrated that the incidence of intraplaque hemorrhage in the PCAPs was higher (OR 1.72, 95%CI 1.35-2.18). The plaque length (SMD 0.23, 95%CI 0.06-0.39) and remodeling index (SMD 0.29, 95%CI 0.14-0.44) of PCAPs were larger than those in ACAPs. However, there were no evident differences in significant enhancement or stenosis degree between the two groups. ConclusionThere were more unstable features in PCAPs, highlighting an elevated risk of recurrent ischemic stroke in the posterior circulation. Furthermore, PCAPs were prone to developing penetrating artery disease due to their wider distribution. Nevertheless, posterior circulation arteries exhibited a greater propensity for outward remodeling, which may lead treatment team to miss the optimal intervention stage by being overlooked on angiographic detection.

A proposed modern standardized technical approach for symptomatic chronic carotid total occlusion management.

Chronic carotid total occlusion (CCTO) is a known cause of ischemic stroke and transient ischemic attack. Symptomatic CCTO is associated with up to 30% risk of recurrent ischemic stroke, despite optimal medical treatment. Notably, a randomized controlled trial reported that previous surgical management did not improve the overall prognosis of these patients. Endovascular treatment of CCTO has been proposed as a feasible strategy to re-establish cerebral perfusion in symptomatic patients. However, its use is controversial and not supported by evidence from randomized clinical trials. Recently, a meta-analysis reported a reasonably high procedural success without an excess periprocedural complication rate, but several steps are needed before the procedure is mature enough to be tested in randomized controlled trials. This review highlights the developments in the endovascular recanalization of CCTO and emphasizes key steps towards standardizing the procedure.

The optimal antithrombotic strategy for post-stroke patients with atrial fibrillation and extracranial artery stenosis - A nationwide cohort study

Abstract Background In post-stroke AF patients with indications for both oral anticoagulants (OACs) and antiplatelet agents (AP), eg. those with carotid artery stenosis, there is debate over the best management strategy. Objectives We aimed to examine outcomes in post-stroke AF patients with extracranial artery stenosis (ECAS). Second, to explore stroke and bleeding outcomes as well as the net clinical benefit (NCB), with OACs (non-vitamin K antagonist OACs [NOACs] or warfarin) and with AP-OAC combination therapy, when compared to AP alone. Methods We performed a nationwide cohort study in post-stroke AF patients with and without ECAS (n=6390 and 28093, respectively). The risks of clinical events and NCB with different antithrombotic strategies were compared to AP alone. Results The risk of recurrent ischemic stroke was higher for patients with ECAS than those without (12.72%/yr versus 10.60/yr; adjusted hazard ratio [aHR] 1.104, p&amp;lt;1.001). For patients with ECAS, when compared to AP only, NOAC monotherapy was associated with lower risks for ischaemic stroke (aHR 0.551 [95%CI 0.454-0.669], the composite of ischaemic stroke/major bleeding (aHR 0.577 [95%CI 0.478-0.697]) and the composite of ischaemic stroke/ICH (aHR 0.577 [95%CI 0.478-0.697]), with nonsignificant difference for major bleeding and ICH (Figure). NOAC monotherapy was the only approach associated with a positive NCB, while all other options (warfarin, combination AP-OACs) were associated with negative NCB. Conclusions For post-stroke AF patients with ECAS, NOAC monotherapy was associated with lower risks of adverse outcomes and a positive NCB. Combination of AP with NOAC or warfarin did not offer any benefit, but more bleeding especially with AP-warfarin combination therapy.

Abstract 14464: Meta-Analysis Comparing Early vs Delayed Anticoagulation After Stroke in Patients With Atrial Fibrillation

Introduction: Secondary prevention with anticoagulants is recommended for patients with acute ischemic stroke and atrial fibrillation (AF), but the timing of initiation of anticoagulation is debated. We performed a meta-analysis of the available studies. Methods: Studies comparing early (≤ 7 days) vs delayed (&gt; 7 days) start of anticoagulation after acute stroke in patients with AF were searched from online databases. The primary endpoints of interest were recurrent ischemic stroke, intracranial haemorrhage (ICH), and mortality at the longest available follow up. Random-effects model was used to estimate risk ratios (RR) with 95% confidence intervals (CI). Results: Four studies (2 randomized trials and 2 observational studies), with a total of 5,606 patients - 2,918 in the early group and 2,688 in the delayed group were included. The mean age was 79 years and 55% of patients were men. The follow up duration varied from 30 days to 6 months. No significant differences were found between the early and delayed anticoagulation groups with regards to risk of recurrent ischemic stroke (RR 0.80, 95% CI 0.51-1.27, p = 0.35) (Figure 1), ICH (RR 0.62, 95% CI 0.17-2.24, p = 0.47) or mortality (RR 0.88, 95% CI 0.64-1.22, p = 0.45) (Figure 2). Conclusions: In patients with acute ischemic stroke and AF, early initiation of anticoagulation has similar risk of recurrent stroke, ICH, and mortality, when compared with delayed initiation.

Abstract 17841: Early versus Late Anticoagulation for Ischemic Stroke Associated With Atrial Fibrillation: An Updated Systematic Review and Meta-Analysis

Introduction: The optimal timing for initiating oral anticoagulation in patients who have experienced ischemic stroke is debatable. We conducted an updated systematic review and meta-analysis on the outcomes of patients who received early oral anticoagulation (within &lt;4 days) compared to those who received late oral anticoagulation (within 4-10 days) following the onset of ischemic stroke. Methods: We conducted a systematic literature search according to PRISMA guidelines to identify studies using the terms: “timing of anticoagulation,” “oral anticoagulants,” and “ischemic stroke.” After the screening, We extracted the data from 1980 to May 2023 in a data extraction sheet. We extracted data for three outcomes: Recurrent Ischemic Stroke (IS), Symptomatic Intracranial Hemorrhage (ICH), and all-cause mortality. We used a variance-weighted random-effects model to analyze early vs. late anticoagulation data, estimating event rates and odds ratios while assessing heterogeneity. Data were analyzed using RevMan software. Results: Our analysis included a total of 08 studies (n= 8119 patients). Early anticoagulation (&lt;4 days) was associated with a lower risk of recurrent ischemic stroke, OR= 0.77(95% CI: 0.60- 0.99, I 2 = 21% ) as compared to late anticoagulation (4-10 days). However, there was no significant difference between the timing for symptomatic ICH, OR=1.27 (95% CI: 0.35- 4.64, I 2 = 0% ). Early anticoagulation was also associated with a reduction in all-cause mortality between the two patient groups. OR=0.63(95% CI: 0.43- 0.93, I 2 = 38% ).(Figure1) Conclusions: Early anticoagulation therapy may significantly reduce the recurrence of ischemic stroke and overall mortality with no significant impact on the risk of symptomatic ICH. More randomized control trials are needed to increase the robustness and reliability of these results.

Abstract 17189: Association Between an Artificial Intelligence-Enabled ECG Algorithm for Detection of Atrial Fibrillation While in Sinus Rhythm, and Hospitalization for Recurrent Ischemic Stroke in the Community

Introduction: Artificial Intelligence-enabled electrocardiogram (AI-ECG) can estimate the probability of having atrial fibrillation (AFib) while in sinus rhythm. Recurrent stroke in subjects without known AFib may be due to undiagnosed AFib. We evaluated the association between AI-ECG AFib and recurrent ischemic stroke and with incident AFib Methods: Consecutive adults admitted to a Mayo Clinic or Mayo Clinic Health System hospital or to Olmsted Community Hospital for ischemic stroke between January,1,2000 and June,30,2022 were identified using the Rochester Epidemiology Project. Recurrent ischemic strokes were identified after reviewing medical records and imaging studies. We excluded those with known AFib or without ECGs within 3 years prior to the first ischemic stroke. The AI-ECG network was previously developed using 649,931 ECGs from &gt; 180,000 subjects. The primary endpoint was recurrent ischemic stroke; secondary endpoint was incident AFib. Cox model adjusted for age, sex, and CHA2DS2-VASc2 score variables. Results: We included 4,816 subjects, mean age 70±15 yr, 54% male, 92% white, median CHA2DS2-VASc2 score 4 [3-5], median follow-up 3 [1-7] yr. 280 subjects (6%) had a second stroke and 366 (8%) were diagnosed with incident AFib over follow-up. Those with a positive AI-ECG AFib had an increased risk for recurrent ischemic stroke(HR 1.54, 95% CI 1.21-1.96, P&lt;0.001 Figure A) This association remained significant after adjustment for CHA2DS2-VASc2 score(HR 1.37 95% CI 1.07-1.76, P=0.01). These associations were not affected by anticoagulation use over follow-up. AI-ECG AFib was also associated with incident AFib(HR 2.42 95% CI 1.96-2.98, P&lt;0.001 Figure B) Conclusions: AI-ECG AFib predicts recurrent ischemic stroke in the community, possibly reflecting undiagnosed AFib that can be detected by AI-ECG, as it also predicts incident AFib. These results underscore the potential utility of AI-ECG for risk stratification of patients with ischemic stroke.

Comparison of Aspirin and P2Y12 Inhibitors for Secondary Prevention of Ischaemic Stroke: A Systematic Review and Meta-analysis.

P2Y12 inhibitors have been widely used as an alternative to aspirin in clinical practice for secondary stroke prevention. We aimed to compare the efficiency and safety of P2Y12 inhibitors and aspirin for stroke prevention in patients with previous stroke or transient ischaemic attack (TIA). PubMed, Embase, and Cochrane Central Register of Controlled Trials were searched. All randomized trials that compared P2Y12 inhibitors with aspirin among patients with stroke were included. The primary efficacy outcomes of our meta-analysis included stroke, vascular events, and all-cause death. The primary safety outcome was minor or major bleeding events. The search identified 4 randomized clinical trials comparing P2Y12 inhibitors with aspirin for secondary stroke prevention that collectively enrolled 24508 patients (12253 received P2Y12 inhibitor and 12255 received aspirin). Pooled results from the random-effects model showed that there were no significant differences in the risk of any stroke (OR 0.90 (0.78-1.04); I²=56.9%), vascular event (OR 0.91 (0.74-1.13); I²=78.3%), all-cause death (OR 0.98 (0.83-1.17); I²=0%), or minor or major bleeding (OR 1.13 (0.70-1.82); I²=79%) among patients who received a P2Y12 inhibitor or aspirin. P2Y12 inhibitors were associated with a significantly lower risk of recurrent ischaemic stroke (OR 0.84 (0.73- 0.96); I²=25%) than aspirin. This meta-analysis suggests that P2Y12 inhibitors are more effective than aspirin in preventing recurrent ischaemic stroke among ischaemic stroke patients despite the absence of any effect on a new ischaemic or haemorrhagic stroke, a new clinical vascular event, all-cause death, and major or minor bleeding events.

Association of culprit plaque enhancement ratio, hypoperfusion and HbA1c with recurrent ischemic stroke in patients with atherosclerotic stenosis of the middle cerebral artery

PurposeTo investigate the differences in intracranial culprit plaque characteristics of the middle cerebral artery (MCA), collateral circulation and hypoperfusion in patients with and without recurrent ischemic stroke and to identify the association with the recurrent ischemic cerebrovascular events. MethodEighty-six patients with acute/subacute ischemic stroke caused by atherosclerotic plaques of the MCA were retrospectively enrolled and grouped into patients with recurrence (n = 36) and without recurrence (n = 50). All patients underwent high-resolution vessel wall imaging and dynamic susceptibility contrast-enhanced perfusion weighted imaging. The differences in culprit plaque characteristics, collateral circulation and hypoperfusion in the territory of the stenotic MCA were assessed between the two groups. The relationship between plaque characteristics and hypoperfusion was evaluated. The independent factors of recurrent ischemic stroke were identified by logistic regression analyses. ResultsHigher HbA1c, culprit plaque enhancement grade, culprit plaque enhancement ratio, and lower time to peak map based on the Alberta Stroke Program Early CT score (TTP-ASPECTS) were observed in the recurrence group(all p < 0.050). Both plaque enhancement grade and enhancement ratio were significantly associated with TTP-ASPECTS (p = 0.030 and 0.039, respectively). HbA1c, culprit plaque enhancement ratio and TTP-ASPECTS were independent factors of the recurrence of ischemic stroke (all p < 0.050). The area under the curve of the combination including the above factors (AUC = 0.819) was significantly higher than that of any variable alone after adjustment (all p < 0.050). ConclusionsCulprit plaque enhancement ratio, TTP-ASPECTS and HbA1c were independent factors of recurrent ischemic stroke. Their combination improved the accuracy in identifying the risk of recurrent ischemic stroke.

Atrial Fibrillation and Ischemic Stroke despite Oral Anticoagulation.

Patients with atrial fibrillation (AF) experiencing ischemic stroke despite oral anticoagulation (OAC), i.e., breakthrough strokes, are not uncommon, and represent an important clinical subgroup in view of the consistently high risk of stroke recurrence and mortality. The understanding of the heterogenous potential mechanism underlying OAC failure is essential in order to implement specific therapeutic measures aimed at reducing the risk of recurrent ischemic stroke. However, due to the incomplete comprehension of this phenomenon and the limited available data, secondary stroke prevention in such high-risk patients represents a clinical dilemma. There are several available strategies to prevent ischemic stroke recurrence in AF patients with breakthrough stroke in the absence of competing causes unrelated to AF, and these include continuation or change in the type of OAC, addition of antiplatelet therapy, left atrial appendage closure, or any combination of the above options. However, due to the limited available data, the latest guidelines do not provide any specific recommendations about which of the above strategies may be preferred. This review describes the incidence, the clinical impact and the potential mechanisms underlying OAC failure in AF patients. Furthermore, the evidence supporting each of the above therapeutic options for secondary stroke prevention and the potential future directions will be discussed.

Estimating a two-year recurrence risk of ischemic stroke based on Essen Stroke Risk Score and retinal characteristics

Objectives: Prediction of recurrence risk after initial ischemic stroke helps improve patient outcomes. We estimated the validity of combining the Essen Stroke Risk Score (ESRS) with retinal characteristics to predict the two-year recurrent risk of ischemic stroke. Methods: A prospective cohort study was conducted at Shenzhen Traditional Chinese Medicine Hospital. Patients with initial ischemic stroke were recruited. ESRS was measured, and fundus photographs were taken by trained physicians. All patients were followed up for 2 years to determine the outcome of recurrent stroke. Logistic models were built using ESRS alone and combined with ESRS and retinal characteristics. The prognostic value of recurrence risk was evaluated by calculating the area under the receiver operating characteristic curve. Results: The total recurrence rate of ischemic events within 2 years was 20%. The risk of recurrence was significantly higher in patients with an ESRS score of &gt;2. Regarding retinal characteristics, patients with recurrent stroke had a lower mean asymmetry index of venules (0.76 vs. 0.77, P=0.00) and bifurcation coefficient of venules (1.29 vs. 1.28, P=0.03) but a higher mean occlusion of arterioles (0.11 vs. 0.13, P=0.01). The area under the curve was 0.5985 based on the logistic regression model with ESRS alone to 0.7294 for the model with both ESRS and retinal characteristics. This study was registered in the Chinese Clinical Trial Registry (registration no. ChiCTR1800019648). Conclusion: A model combining ESRS with retinal characteristics can accurately predict the risk of recurrent stroke.