Pattern Of Infarction Research Articles

Enhancing cardiac diagnostics: a deep learning ensemble approach for precise ECG image classification

Cardiovascular diseases are a global health challenge that necessitates improvements in diagnostic accuracy and efficiency. This study examines the potential of deep learning (DL) models for the classification of electrocardiogram (ECG) images to assist in the identification of various cardiac conditions. We initiated a two-tiered experimental framework to investigate the effectiveness of several neural network architectures in this medical application. In the first experiment, eight distinct neural network models were selected based on their top-5 accuracy on the ImageNet validation dataset and were fine-tuned using transfer learning techniques. These models were assessed using a cross-validation scheme, focusing on balanced accuracy, precision, recall, and the F1-score to evaluate their classification capabilities across four cardiac conditions: Myocardial Infarction (MI), abnormal heartbeat, historical MI, and normal ECG patterns. The second experiment extended our inquiry into the power of ensemble learning. By testing all possible combinations of the chosen models, we explored 120 ensemble configurations. The resulting analysis identified the best-performing ensemble set, which did not include the least effective model based on F1 score rankings. The most effective ensemble, composed of Inception, MobileNet, and NASNetLarge, achieved an F1 score of 0.9651 and a balanced accuracy of 0.9640, indicating a superior predictive performance. The ROC curve analysis yielded near-perfect Area Under the Curve (AUC) values for all classes, underscoring the ensemble’s proficiency in distinguishing between the specified cardiac conditions. The outcomes of this research highlight the synergistic benefit of ensembles in DL applications for medical imaging and suggest a promising approach for the early detection and diagnosis of cardiac diseases, potentially improving clinical outcomes and patient care.

Implications of a new clinical classification of acute myocardial infarction.

The diagnostic criteria for type 2 myocardial infarction identify a heterogenous group of patients with variable outcomes and no clear treatment implications. We aimed to determine the implications of a new clinical classification for myocardial infarction with more objective diagnostic criteria using cardiac imaging. In a prospective cohort study, patients with type 2 myocardial infarction underwent coronary angiography and cardiac magnetic resonance imaging or echocardiography. The new classification was applied to identify (a) spontaneous myocardial infarction due to acute coronary pathology, (b) secondary myocardial infarction precipitated by acute illness in the presence of obstructive coronary artery disease, a new regional wall motion abnormality or infarct pattern scarring, and (c) no myocardial infarction in the absence of obstructive disease or new myocardial abnormality. In 100 patients (65 years, 43% women) with type 2 myocardial infarction, the new classification identified 25 and 31 patients with spontaneous and secondary myocardial infarction, respectively, and 44 without myocardial infarction. Compared to patients without myocardial infarction, those with secondary myocardial infarction were older, had more risk factors, and higher troponin concentrations (P<0.05 for all). During a median follow up of 4.4 years, death, myocardial infarction or heart failure hospitalization was more common in secondary myocardial infarction compared to those without myocardial infarction (55% [17/31] versus 16% [7/44], P<0.001). A new clinical classification of myocardial infarction informed by cardiac imaging would reduce the diagnosis of myocardial infarction in acute illness and identify those patients at highest risk who are most likely to benefit from treatment. https://clinicaltrials.gov/ct2/show/NCT03338504.

Importance of infarct topography in determination of stroke mechanism and recurrence risk: a post-hoc analysis of the dabigatran acute treatment of stroke trial

ObjectiveTo evaluate the relationship between infarct pattern, inferred stroke mechanism and risk of recurrence in patients with ischaemic stroke. The question is clinically relevant to optimise secondary stroke prevention investigations...

Variation of Recognizing Atypical ECG Patterns of Occlusion Myocardial Infarction among Emergency Physicians in Egypt

Variation of Recognizing Atypical ECG Patterns of Occlusion Myocardial Infarction among Emergency Physicians in Egypt

Abstract 4136274: A Case of Myocardial Infarction with Non-obstructive Coronary Arteries (MINOCA) Complicated by a Ventricular Septal Defect (VSD)

Case: A 69-year-old woman with a history of hypertension and tobacco use disorder presented with acute chest pain. The patient was found to have classic anterior ST elevation myocardial infarction (STEMI) pattern on electrocardiogram (ECG) with high-sensitivity troponin of 12,772 ng/L and was taken emergently to the catheterization laboratory. Coronary angiography showed tortuous coronary vessels though without evidence of obstructive coronary artery disease, plaque rupture, ulceration, dissection, or vasospasm. Transthoracic echocardiogram showed an apical ventricular septal defect (VSD) with normal left ventricular systolic function of 60%. Cardiac computed tomography (CT), confirmed a discrete apical VSD that was 7.93 mm in diameter and multiple small VSDs distally in the septum. Right heart catheterization revealed severe left-to-right shunting with a ratio of pulmonary blood flow to systemic blood flow (Qp:Qs) of 2.8. Early surgical repair of the apical VSD was pursued despite known high operative risk given the hemodynamic significance of the shunt. The patient developed ongoing hemodynamic instability from cardiogenic shock with inability to ween from intra-aortic balloon pump (IABP). Unfortunately, because of the location of the residual VSDs and elevated panel-reactive antibody testing of 98%, the patient was deemed to not be a candidate for percutaneous closure or heart transplantation, respectively. Discussion: An acquired ventricular septal defect (VSD) is a rare and catastrophic complication of myocardial infarction, typically with a culprit obstructive coronary artery lesion identified on coronary angiography. Acquired VSDs in myocardial infarction with nonobstructive coronary arteries (MINOCA) is an even more rare phenomenon. Possible causes include low flow, inflammation, intimal disruption, or vasospasm of coronary arteries. Our case highlights that MINOCA can present with life-threatening complications similar to obstructive STEMI. The timing of intervention and treatment approach of acquired VSDs remains an area of debate. The life-threatening effects of VSDs make it critical to manage in a multidisciplinary manner involving advanced imagers, interventional cardiologists, cardiothoracic surgeons, and heart failure specialists. This case emphasizes the importance of maintaining a high index of suspicion for abnormal coronary anatomy, even in patients with MINOCA, and prompt interdisciplinary decision making to reduce mortality.

Implications of a new clinical classification of acute myocardial infarction

Abstract Background The Universal Definition of Myocardial Infarction has provided standardisation of the diagnostic criteria for myocardial infarction. However, there remain significant challenges in adopting some of the current recommendations in practice. The diagnostic criteria for type 2 myocardial infarction identify a heterogenous group of patients with variable clinical outcomes and no clear treatment implications to date. Purpose To determine the implications of a new clinical classification for myocardial infarction with more objective diagnostic criteria using cardiac imaging.(1) Methods In a prospective cohort study,(2) patients with type 2 myocardial infarction underwent coronary angiography and cardiac magnetic resonance imaging or echocardiography. The new classification was applied to identify (a) spontaneous myocardial infarction due to acute coronary pathology, (b) secondary myocardial infarction precipitated by acute illness in the presence of obstructive coronary artery disease, a new regional wall motion abnormality or infarct pattern scarring, and (c) no myocardial infarction in the absence of obstructive disease or new myocardial abnormality. The diagnostic outcome was the proportion of patients with type 2 myocardial infarction reclassified as having spontaneous, secondary or no myocardial infarction by the new clinical classification. The prognostic outcome was a composite of all-cause death, any recurrent myocardial infarction, or heart failure hospitalisation during follow up. Results In 100 patients (65 years, 43% women) with type 2 myocardial infarction, the new classification identified 25 and 31 patients with spontaneous and secondary myocardial infarction, respectively, and 44 without myocardial infarction (Figure 1). Compared to patients without myocardial infarction, those with secondary myocardial infarction were older, had more risk factors, and higher troponin concentrations (P&amp;lt;0.05 for all). In patients who underwent cardiac magnetic resonance imaging, there was evidence of infarct-pattern late gadolinium enhancement in 95% (19/20) and 60% (15/25) of patients with spontaneous and secondary myocardial infarction, respectively, which was more likely to be transmural in the former. In patients reclassified as secondary myocardial infarction, just 45% and 58% were established on aspirin or a lipid lowering therapy. During a median follow up of 4.4 years, death, myocardial infarction or heart failure hospitalization was more common in secondary myocardial infarction compared to those without myocardial infarction (55% [17/31] versus 16% [7/44], P&amp;lt;0.001; Figure 2). Conclusions A new clinical classification of myocardial infarction informed by cardiac imaging would reduce the diagnosis of myocardial infarction in acute illness and identify those patients at highest risk who are most likely to benefit from treatment.Figure 1:Alluvial plotFigure 2:Kaplan Meier curve

Myocarditis: Differences in Clinical Expression between Patients with ST-Segment Elevation in Electrocardiogram vs. Patients without ST-Segment Elevation.

In cases of myocarditis, electrocardiograms (ECGs) may suggest a pattern of ST-segment elevation myocardial infarction (STEMI) or non-ST-segment elevation myocardial infarction (NSTEMI). NSTEMI patterns are less frequent in myocarditis cases, but it remains unclear if the presence of ST-segment elevation in myocarditis cases is related to a more severe condition and more damage in the myocardium. This is a retrospective study involving 38 patients admitted to hospital with myocarditis. Patients were divided into two groups: patients with ST-segment elevation (STE) patterns in the ECG (25), and patients without ST-segment elevation (non-STE) patterns (13). The data compared included results from epidemiological, laboratory, and instrumental tests. Data were analysed using IBM SPSS Statistics v26.0. A p value of <0.05 was established as the threshold for statistical significance. C-reactive protein (CRP) levels were higher in the STE group (103.40 ± 82.04 mg/L vs. 43.54 ± 61.93 mg/L, p = 0.017). The left ventricle ejection fraction (LVEF) was significantly higher in the non-STE pattern group (49.71 ± 4.14 vs. 56.58 ± 3.99, p < 0.001). A lower LVEF correlates with higher TnI levels (r= -0.353, p = 0.032) and higher CRP levels (r = -0.554, p < 0.001). Lower left ventricle (LV) strain correlates with higher levels of Troponin I (TnI) (r = -0.641, p = 0.013). LVEFs in the STE group were lower compared to those in the non-STE pattern group. STE pattern was associated with higher CRP levels. Higher TnI levels in cases of myocarditis were associated with lower LV strain and lower LVEF; higher CRP levels also correlated with lower LVEF. Based on a 6-month echocardiographic follow-up, the prognosis of myocarditis was favourable.

A Comprehensive Study of Risk Factors, Etiology, and Infarction Patterns in Cerebrovascular Accidents at a Tertiary Care Hospital in India.

Background Stroke is a debilitating cerebrovascular condition characterized by sudden neurological deficits. The incidence of stroke is rising in India, posing significant public health concerns. This study aims to examine the risk factors and etiology of stroke using the Trial of Org 10172 in Acute Stroke Treatment (TOAST) classification and analyze infarct areas in cerebrovascular accidents (CVA) at a tertiary care hospital. Methodology This cross-sectional, hospital-based observational study was conducted at Dr. D. Y. Patil Medical College, Hospital and Research Centre, Dr. D. Y. Patil Vidyapeeth (Deemed to Be University), Pune, India, from January 2023 to January 2024. The study included 100 adult patients diagnosed with CVA based on clinical and radiological criteria. Patients aged 18 years and older were eligible, while those with a history of head trauma or those below 18 years were excluded. The investigation protocol included routine biochemical assessments and radiological investigations, such as computed tomography (CT), magnetic resonance imaging (MRI) with angiography or venography, and Doppler ultrasound of bilateral carotid arteries. Results The study population consisted of 100 patients, with 84 males (84%) and 16 females (16%). Age distribution showed 44% were over 60 years old, 23% aged 51-60 years, 15% aged 31-40 years, 14% aged 41-50 years, and 4% aged 21-30 years. Hypertension was the most prevalent risk factor, affecting 75% of patients, with a higher occurrence in males (62%), compared to females (13%). Smoking was observed in 51% of patients, and alcohol consumption was seen in 50%. Other significant risk factors included dyslipidemia (39%), diabetes mellitus (33%), chronic kidney disease (11%), ischemic heart disease (10%), atrial fibrillation (4%), valvular heart disease (4%), and pregnancy or postpartum conditions (2%). Ischemic stroke was predominant, occurring in 80% of patients, while hemorrhagic stroke occurred in 20%. High occurrences of ischemic strokes were noted in the frontal lobe (41%), parietal lobe (37%), occipital lobe (27%), and temporal lobe (26%), with the internal capsule region also showing significant numbers (27%). According to the TOAST classification, the most prevalent cause of stroke in this study was undetermined etiology with two or more causes, accounting for 32% of cases, followed by large artery atherosclerosis, which accounted for 30%. Cardioembolic stroke was identified in 11% of the patients, with 4% due to atrial fibrillation, 3% due to acute myocardial infarction, 3% due to rheumatic valvular heart disease, and 1% due to infective endocarditis. Conclusion This study highlights the significant prevalence of hypertension, smoking, alcohol consumption, and hyperhomocysteinemia as major risk factors for stroke. Ischemic strokes were predominant, with high occurrences in the cerebral lobes and gangliocapsular region. These findings emphasize the need for targeted prevention strategies, including managing hypertension and lifestyle modifications such as smoking cessation and reducing alcohol consumption, to mitigate the risk of stroke. Effective management of blood pressure, lipid levels, and blood glucose is crucial for stroke prevention. Recognizing gender-specific differences and addressing comorbidities through an integrated approach can enhance patient outcomes and reduce the burden of stroke.

Data-Driven Analysis Reveals Cortical Infarction Patterns Correlated With Inflammation and Prognosis: A Retrospective, Multicenter Cohort Study.

We aim to identify the distinct lesion patterns and regions associated with functional outcome and inflammation in patients with acute ischemic stroke, and investigate whether the association between lesion patterns and functional outcome was mediated by inflammation. We performed nonnegative matrix factorization to derived low-dimensional lesion patterns (atoms), and Bayesian linear regression models were applied to explore the associations of lesion patterns with inflammatory factors including high-sensitivity C-reactive protein and interleukin-6, as well as functional outcome (defined as modified Rankin Scale score at 3 months). The difference distribution mean and 95% highest probability density interval (HPDI) were calculated. Mediation analysis was used to examine the mediating effects of inflammation on the relationships between lesion patterns and functional outcome. Seven lesion patterns were derived from 5914 patients with acute ischemic stroke. Lesion patterns distributed in the cortical regions were associated with inflammatory response, including atom 1 (interleukin-6: mean, 0.113 [95% HPDI, 0.073-0.162]; high-sensitivity C-reactive protein: mean, 0.082 [95% HPDI, 0.038-0.123]) and atom 4 (interleukin-6: mean, 0.113 [95% HPDI, 0.071-0.167]; high-sensitivity C-reactive protein: mean, 0.108 [95% HPDI, 0.058-0.165]). These lesion patterns were also significantly associated with functional outcome (atom 1: mean, 1.958 [95% HPDI, 1.538-2.383]; atom 4: mean, 2.245 [95% HPDI, 1.773-2.741]). Mediation analysis suggested that interleukin-6 explained 15.34% and 7.47% in the association of atom 1 and atom 4 with functional outcome, respectively. Certain lesion patterns that are associated with both inflammation and functional outcome of acute ischemic stroke, especially cortical infarction, may play a role in functional outcome through modulating inflammatory reactions.

Clinical characteristics and imaging patterns of cerebral infarction with outcomes of carotid artery stenting in symptomatic carotid stenosis: An eight-year journey

Objectives: Carotid artery stenting (CAS) for symptomatic carotid stenosis (SCS) has emerged as an attractive option in recent times. CAS and topographical patterns of stroke in symptomatic stenosis have been inadequately addressed. With this objective, we conducted a study to analyze infarct patterns and complications of carotid stenting and determine outcome predictors after stenting. Materials and Methods: A single-center retrospective study from January 01, 2015, to December 31, 2022, on patients with SCS, who underwent carotid stenting with at least six months of follow-up was conducted. Infarct patterns, angiographic findings, procedural complications, and outcomes (favorable [modified Rankin scale (mRS) ≤2] or unfavorable [mRS &gt;2]) were recorded. Chi-square, analysis of variance for qualitative and quantitative variables was employed. Significant variables on univariate analysis were entered into regression and outcome predictors were determined. Results: Ninety-six records were included in the study. Forty-six (47.91%), 12 (12.50%), and 38 (39.58%) patients had territorial infarcts (TIs), border-zone infarcts (BZIs), and mixed infarcts (MIs). National Institutes of Health Stroke Scale (NIHSS) &lt;5 and transient ischemic attack (TIA) were significant (P &lt; 0.05) while the circle of Willis anomalies were comparable in TI versus BZI versus MI. Bradycardia (54.16%) and vessel spasm (19.79%) were noted during stenting. Successful revascularization (residual stenosis &lt;20%) was achieved in 97.87%. Procedural complications were comparable in TI versus BZI versus MI. Minor cerebral hyperperfusion syndrome (CHS) with headache (9.57%), seizure (2.12%) peaking between 6 and 12 h, and severe with basal ganglia hemorrhage and death occurred. There were no major strokes. 64.13% and 75.28% achieved a favorable mRS at one and six months, respectively. NIHSS ≤10, early intervention (≤ 2 weeks), absence of diabetes, hypertension, or ischemic heart disease were significant (P &lt; 0.05) for a favorable outcome. NIHSS ≤10, absence of hypertension at one month and NIHSS ≤10, absence of diabetes at six months were predictors of a favorable outcome. Conclusion: Severe carotid disease predisposed to CHS. Overall, CAS was a safe and effective procedure with 74.15% achieving favorable outcomes at six months.

Potential preventative impact of aloe-emodin nanoparticles on cerebral stroke-associated myocardial injury by targeting myeloperoxidase: In supporting with In silico and In vivo studies

The present study examined the potential neuroprotective effects of aloe-emodin (AE) nanoparticles on the cerebral stroke-associated target protein myeloperoxidase (MPO). We investigated the binding interactions between AE and MPO through molecular docking and molecular dynamics simulations. Molecular docking results indicated that AE exhibited a binding energy of −6.9 kcal/mol, whereas it was −7.7 kcal/mol for 2-{[3,5-bis(trifluoromethyl)benzyl]amino}-n-hydroxy-6-oxo-1,6-dihydropyrimidine-5-carboxamide (CCl). Furthermore, molecular dynamics studies demonstrated that AE possesses a stronger binding affinity (−57.137 ± 13.198 kJ/mol) than does CCl (−22.793 ± 30.727 kJ/mol), suggesting that AE has a more substantial inhibitory effect on MPO than does CCl. Despite the therapeutic potential of AE for neurodegenerative disorders, its bioavailability is limited within the body. A proposed hypothesis to enhance the bioavailability of AE is its conversion into aloe-emodin nanoparticles (AENP). The AENPs synthesized through a fabrication method were spherical with a consistent diameter of 104.4 ± 7.9 nm and a polydispersity index ranging from 0.525 to 0.586. In rats experiencing cerebral stroke, there was a notable increase in cerebral infarction size; abnormalities in electrocardiogram (ECG) and electroencephalogram (EEG) patterns; a decrease in brain and cardiac antioxidant activities; and an increase in myeloperoxidase levels compared to those in normal rats. Compared with AE treatment, AENP treatment significantly ameliorated cerebral infarction, normalized ECG and EEG patterns, enhanced brain and cardiac antioxidant activities, and reduced MPO levels in stroke rats. Histopathological evaluations revealed pronounced alterations in the rat hippocampus, with pyknotic nuclei, disarray and loosely packed cells, deterioration of cardiac muscle fibers, and extensive damage to cardiac myocytes, in contrast to those in normal rats. AENP treatment mitigated these pathological changes more effectively than AE treatment in both brain and cardiac cells. These findings support that AENP provides considerable protection against stroke-associated myocardial infarction.

Impact of ischemic stroke topography on early clinical outcome of basilar artery occlusion: a retrospective study

ObjectivesBasilar artery occlusion (BAO) may be etiologically attributed to embolism or in situ thrombosis due to basilar stenosis (BS). Patients with BAO due to BS (BAOS) are known to have worse outcomes than patients with embolic occlusions (BAOE). BAOS occurs more proximally in the basilar artery (BA) than BAOE. We hypothesize that differing brain stem infarct patterns contribute to outcome differences between these stroke etiologies.MethodsThis retrospective study includes 199 consecutive patients with BAO who received endovascular treatment at a single center. Final infarction in brain parenchyma dependent on the posterior circulation was graded semiquantitatively on magnetic resonance imaging (MRI). Associations to underlying stenosis and angiographic and clinical outcome variables were tested. The primary endpoint was early good clinical outcome (EGCO, mRS score ≤ 3 at discharge).ResultsInfarct extension of the medulla oblongata (OR = 0.25; 95% CI = 0.07–0.86; p = 0.03), the inferior pons (OR = 0.328; 95% CI = 0.17–0.63; p = 0.001), the superior pons (OR = 0.57; 95% CI = 0.33–0.99; p = 0.046), and the occipital lobes (OR = 0.46; 95% CI = 0.26–0.80; p = 0.006) negatively predicted EGCO. Infarct extension for other posterior-circulation-dependent brain regions was not independently associated with unfavorable early outcomes. Patients with BAOS had more proximal occlusions and greater infarct volumes in the inferior brain stem. Successful reperfusion (mTICI 2b-3) occurred more often in patients with BAOE than in BAOS (BAOE: 131 (96.3%); BAOS: 47 (83.9%), p = 0.005).ConclusionUnfavorable early outcomes in patients with BAOS may be explained by a higher likelihood of inferior brain stem infarcts and lower rates of reperfusion success.Clinical relevance statementBasilar artery occlusion due to underlying stenosis is associated with a poorer prognosis than that caused by embolism; these results suggest that aggressive endovascular therapy, usually involving the placement of a permanent stent, may be warranted in these patients.Key PointsInferior brain stem and occipital infarcts are prognostically unfavorable in basilar artery occlusion.Basilar artery occlusion due to stenosis occurs more proximally and is associated with worse outcomes.Differentiating etiologies of basilar artery occlusion may influence how aggressively treated the occlusion is.

Influence of Infarct Morphology and Patterns on Cognitive Outcomes After Endovascular Thrombectomy.

To assess the association of qualitative and quantitative infarct characteristics and 3 cognitive outcome tests, namely the Montreal Cognitive Assessment (MOCA) for mild cognitive impairment, the Boston Naming Test for visual confrontation naming, and the Sunnybrook Neglect Assessment Procedure for neglect, in large vessel occlusion stroke. Secondary observational cohort study using data from the randomized-controlled ESCAPE-NA1 trial (Safety and Efficacy of Nerinetide in Subjects Undergoing Endovascular Thrombectomy for Stroke), in which patients with large vessel occlusion undergoing endovascular treatment were randomized to receive either intravenous Nerinetide or placebo. MOCA, Sunnybrook Neglect Assessment Procedure, and 15-item Boston Naming Test were obtained at 90 days. Total infarct volume, gray matter, and white matter infarct volumes were manually measured on 24-hour follow-up imaging. Infarcts were also visually classified as either involving the gray matter only or both the gray and white matter and scattered versus territorial. Associations of infarct variables and cognitive outcomes were analyzed using multivariable ordinal or binary logistic regression models. Of 1105 patients enrolled in ESCAPE-NA1, 1026 patients with visible infarcts on 24-hour follow-up imaging were included. MOCA and Sunnybrook Neglect Assessment Procedure were available for 706 (68.8%) patients and the 15-item Boston Naming Test was available for 682 (66.5%) patients. Total infarct volume was associated with worse MOCA scores (adjusted common odds ratio per 10 mL increase, 1.05 [95% CI, 1.04-1.06]). After adjusting for baseline variables and total infarct volume, mixed gray and white matter involvement (versus gray matter-only adjusted common odds ratio, 1.92 [95% CI, 1.37-2.69]), white matter infarct volume (adjusted common odds ratio per 10 mL increase 1.36 [95% CI, 1.18-1.58]) and territorial (versus scattered) infarct pattern (adjusted common odds ratio, 1.65 [95% CI, 1.15-2.38]) were associated with worse MOCA scores. Results for Sunnybrook Neglect Assessment Procedure and 15-item Boston Naming Test were similar, except for the territorial infarct pattern, which did not reach statistical significance in multivariable analysis. Besides total infarct volume, infarcts that involve the white matter and that show a territorial distribution were associated with worse cognitive outcomes, even after adjusting for total infarct volume.

Abstract WP116: Plaque Features and Infarct Pattern in Ischemic Stroke With Bilateral Carotid Artery Atherosclerosis

Objective: to compare the carotid artery plaque characteristics between ipsilateral and contralateral infarct in ischemic stroke with bilateral carotid artery atherosclerosis, and explore the association between plaque characteristics and infarct pattern. Methods: a total of 186 ischemic stroke patients with bilateral carotid artery atherosclerosis were included, carotid artery plaque burden (the degree of stenosis, maximum wall thickness, lumen area, wall area, normalized wall index (NWI=wall area/[lumen area+ wall area]), and eccentricity index), and vulnerability (intraplaque hemorrhage [IPH], calcification, irregular surface, thin or ruptured fibrous cap[TRFC], and lipid-rich necrotic core[LRNC]) were obtained by MR vessel wall imaging, infarct pattern was divided as single and multiple/recurrent infarcts in infarct ipsilateral carotid artery. Ipsilateral and contralateral carotid artery plaque features were compared, then the carotid artery plaque characteristics on the infarct side were correlated with the infarct pattern. Results: the mean age of subjects included was 68 years old, 79.6% of them were male. Compared with contralateral carotid artery plaque, plaque burden at the ipsilateral carotid artery was much heavy, presented with a higher degree of stenosis, smaller lumen area (0.22±0.15 vs. 0.28±0.15), larger wall area (0.50±0.19 vs.0.42±0.17), and higher eccentricity index (0.67±0.13 vs. 0.58±0.23), all p values&lt;0.05. The vulnerable plaques were also more prevalent at ipsilateral infarct, with a high percentage of IPH (47.8% vs. 19.8%), irregular surface (36.3% vs. 17.5%), TRFC (38.5% vs.12.3%), and LRNC (38.1% vs. 15.9%), all p values were &lt;0.05. After adjusting for covariates, the degree of stenosis (OR=1.590, 95% CI 1.048-2.410) and LRNC (OR=0.259, 95% CI 0.087-0.769) were associated with multiple or recurrent infarcts independently. Conclusion: in ischemic stroke with bilateral carotid atherosclerosis, the atherosclerotic plaque burden at ipsilateral infarct was much heavier and more vulnerable. Both lumen stenosis and plaque components were correlated with multiple or recurrent infarcts in this population.

The association between vertebral artery hypoplasia and fetal-type variants of the posterior cerebral artery with imaging findings among patients with posterior circulation stroke: A single-center cross-sectional study.

The present study investigated the correlation between vertebral artery hypoplasia and fetal-type variations of posterior cerebral arteries with stroke patterns and imaging findings in individuals with posterior circulation ischemic stroke. In this cross-sectional study, patients with symptoms of acute ischemic stroke in the posterior circulation system referred to Ghaem Hospital in Mashhad between 2016 and 2022 were investigated. Demographic data, including age, gender, systemic diseases, history of previous stroke or transient ischemic attacks, and clinical manifestations of patients, were recorded using questionnaires and checklists from patient files. The results of imaging studies, including magnetic resonance imaging and computed tomography angiography, were also recorded. The obtained data were analyzed by SPSS statistical software. Among 974 patients suffering from posterior circulation ischemic stroke, 155 patients with an average age of 60.44 ± 13.95 years were included in the study, out of which 97 patients (62.6%) were male. Unilateral vertebral artery hypoplasia on the right, left, and bilateral hypoplasia was present in 67 (43.2%), 35 (22.6%), and 5 (3.2%) patients, respectively. There were complete unilateral fetal origin on the right in 38 (24.5%), complete unilateral on the left in 12 (7.7%), partial unilateral on the right in 12 (7.7%), partial unilateral on the left in 6 (3.9%), complete bilateral in 14 (9%), and partial bilateral in 8 (5.2%) patients. There was no significant relationship between vertebral artery hypoplasia and PCA fetal-type variants with different ischemia locations and infarct patterns (p > 0.05). Also, there was no significant relationship between the age and gender of patients with ischemia location and infarct pattern (p > 0.05). Despite previous evidence showing a relation between vertebral artery hypoplasia and PCA fetal-type variants as risk factors for PC stroke, the present study did not establish a significant correlation between these factors and the location of ischemia and infarct patterns.

Abstract TP134: White Matter Disease and Patterns of Infarction: A Single Center Study

Background: Patterns of acute cerebral infarction can often reveal the underlying mechanism of ischemic injury. Despite the strong overlap between vascular risk factors and embolic infarct mechanisms (with multifocal infarct patterns), acute multifocal subcortical infarcts may be related to microangiopathic changes. Methods: A prospective stroke registry was queried for patients with acute infarction in &gt;1 vascular territory on diffusion-weighted imaging (unrelated to any endovascular procedure). The odds of a multi-infarct subcortical pattern (vs. cortical pattern) were estimated for patients with higher Fazekas grade (2-3) versus low grade (0-1) patients using forward stepwise logistic regression with greatest minimization of corrected Akaike information criterion including all demographic covariates. Results: Out of 746 patients with acute infarcts and complete covariate data, 226 patients (30.3%) had a multi-infarct pattern, of whom 113 (50.0%) had high grade (Fazekas 2-3) white matter disease. Compared to patients with grade 0-1 Fazekas score, those with grade 2-3 more frequently had multifocal subcortical infarcts (4.4% vs. 10%, p=0.01). Following multivariable adjustment, the odds of multifocal subcortical infarcts were greater for patients with higher Fazekas grades (adjusted odds ratio [OR] 2.9, 95% confidence interval [CI] 1.3-6.7). The higher odds of multifocal subcortical infarcts were observed in a stepwise fashion for each Fazekas grade when compared to grade 0 (adjusted OR for grade 3 10.1, 95% CI 1.2-84; grade 2 OR 9.4, 95% 1.2-75.6; grade 1 OR 4.9, 95% 0.6-40.4). Conclusions: In this single center analysis we found that white matter burden is correlated with subcortical patterns of multifocal cerebral infarction. This suggests such infarcts may be caused by uncontrolled vascular risk factors rather than a proximal embolic source when chronic white matter disease is present.

Abstract 97: Acute Ischemic Stroke Despite Anticoagulant Use: The Neuro-AFib Study

Background: Acute ischemic stroke (AIS) admissions in patients with atrial fibrillation (AF) using anticoagulants (AIS-despite-AC) are commonly seen in stroke units but data on their frequency, causes, and outcomes are scarce. Methods: The Neuro-AFib study is a multicenter effort geared toward elucidating the causes and consequences of strokes in a contemporary AF cohort. Detailed clinical, laboratory and multimodal imaging data from known AF patients consecutively admitted to 20 stroke centers with an IS between 1/2018-12/2019 were used to define characteristics of AIS-despite-AC and compared to AIS-off-AC. Results: Out of 4456 patients with known AF prior to the AIS, 2051 (46%) were using anticoagulants. Patients who had AIS-despite-AC were younger (76.8 + 11 vs 77.8 + 12, p=0.007), had higher mean CHA 2 DS 2 -VASc scores (4.57 + 1.7 vs 4.21 + 1.7, p&lt;0.001), and they were more likely to have permanent AF (23.5% vs 19.6%, p=0.002) and a past-history of stroke/TIA (36% vs 25%, p&lt;0.001) when compared to non-AC group. Chronic embolic (non-lacunar) infarcts on imaging were more common among AIS-despite-AC (34.5% vs 26.7%, p&lt;0.001). Acute large vessel occlusion (LVO) was common among AIS-despite-AC (48%). The pattern of the acute infarcts (numbers, embolic features) was not different. The calculated acute infarct volume was large (34ml) and mean NIHSS was 10.4 for AIS-despite-AC. Intravenous thrombolysis was used much less commonly for AIS-despite-AC (10.5% vs 32.1%, p&lt;0.001). Symptomatic carotid disease was suspected in 2.4%, a hypercoagulable condition in 5.7%, whereas acute lacunar infarct was found in 6.5% of all patients. Death or significant disability (mRS 3-5) at hospital discharge were common in AIS on vs off AC (70.6% vs 75.2%, p&lt;0.001). Conclusions: Based on a large multicenter cohort, AF patients who have AIS-despite-AC have higher AF load and risk scores, most don't have a concurrent etiology and they are more likely to have recurrent embolic events. The stroke severity, common presence of LVO, infarct size, and poor outcomes are alarming features, and most patients are unable to receive thrombolysis because of AC use. Overall, detection of AF patients at risk of AIS-despite-AC and development of specific preventive modalities should be priorities.

Neuroimaging of Neonatal Stroke: Venous Focus.

Perinatal venous infarcts are underrecognized clinically and at imaging. Neonates may be susceptible to venous infarcts because of hypercoagulable state, compressibility of the dural sinuses and superficial veins due to patent sutures, immature cerebral venous drainage pathways, and drastic physiologic changes of the brain circulation in the perinatal period. About 43% of cases of pediatric cerebral sinovenous thrombosis occur in the neonatal period. Venous infarcts can be recognized by ischemia or hemorrhage that does not respect an arterial territory. Knowledge of venous drainage pathways and territories can help radiologists recognize characteristic venous infarct patterns. Intraventricular hemorrhage in a term neonate with thalamocaudate hemorrhage should raise concern for internal cerebral vein thrombosis. A striato-hippocampal pattern of hemorrhage indicates basal vein of Rosenthal thrombosis. Choroid plexus hemorrhage may be due to obstruction of choroidal veins that drain the internal cerebral vein or basal vein of Rosenthal. Fan-shaped deep medullary venous congestion or thrombosis is due to impaired venous drainage into the subependymal veins, most commonly caused by germinal matrix hemorrhage in the premature infant and impeded flow in the deep venous system in the term infant. Subpial hemorrhage, an underrecognized hemorrhage stroke type, is often observed in the superficial temporal region, and its cause is probably multifactorial. The treatment of cerebral sinovenous thrombosis is anticoagulation, which should be considered even in the presence of intracranial hemorrhage. ©RSNA, 2024 Test Your Knowledge questions in the supplemental material and the slide presentation from the RSNA Annual Meeting are available for this article.

Patterns of left ventricular remodeling post-myocardial infarction, determinants, and outcome.

Left ventricular remodeling (LVR) after myocardial infarction (MI) can lead to heart failure, arrhythmia, and death. We aim to describe adverse LVR patterns at 6 months post-MI and their relationships with subsequent outcomes and to determine baseline. A multicenter cohort of 410 patients (median age 57 years, 87% male) with reperfused MI and at least 3 akinetic LV segments on admission was analyzed. All patients had transthoracic echocardiography performed 4 days and 6 months post-MI, and 214 also had cardiac magnetic resonance imaging performed on day 4. To predict LVR, machine learning methods were employed in order to handle many variables, some of which may have complex interactions. Six months post-MI, echocardiographic increases in LV end-diastolic volume (LVEDV), LV end-systolic volume (LVESV), and LV ejection fraction (LVEF) were 14.1% [interquartile range 0.0, 32.0], 5.0% [- 14.0, 25.8], and 8.7% [0.0, 19.4], respectively. At 6 months, ≥ 15% or 20% increases in LVEDV were observed in 49% and 42% of patients, respectively, and 37% had an LVEF < 50%. The rate of death or new-onset HF at the end of 5-year follow-up was 8.8%. Baseline variables associated with adverse LVR were determined best by random forest analysis and included stroke volume, stroke work, necrosis size, LVEDV, LVEF, and LV afterload, the latter assessed by Ea or Ea/Ees. In contrast, baseline clinical and biological characteristics were poorly predictive of LVR. After adjustment for predictive baseline variables, LV dilation > 20% and 6-month LVEF < 50% were significantly associated with the risk of death and/or heart failure: hazard ratio (HR) 2.12 (95% confidence interval (CI) 1.05-4.43; p = 0.04) and HR 2.68 (95% CI 1.20-6.00; p = 0.016) respectively. Despite early reperfusion and cardioprotective therapy, adverse LVR remains frequent after acute MI and is associated with a risk of death and HF. A machine learning approach identified and prioritized early variables that are associated with adverse LVR and which were mainly hemodynamic, combining LV volumes, estimates of systolic function, and afterload.

Safety Profile of Intra-Arterial Tirofiban as a Rescue Therapy during Mechanical Thrombectomy in Acute Ischemic Stroke

Abstract Purpose This article studies the safety profile and role of intra-arterial (IA) tirofiban as a rescue therapy in acute ischemic stroke (AIS) patients undergoing mechanical thrombectomy. Methods This is a retrospective observational study conducted among AIS patients with large vessel occlusion (LVO) eligible for endovascular revascularization and in whom IA tirofiban is given as rescue therapy. If the target vessel shows reocclusion following initial recanalization, flow limiting or significant residual stenosis after thrombectomy, or requires balloon angioplasty or stenting, IA tirofiban at a dose of 0.4 μg/kg/min was administered through the microcatheter in the target vessel followed by intravenous infusion of 0.1 μg/kg/min. The primary safety measure of the study was the incidence of symptomatic hemorrhage. Results The total number of patients in the study group was 82, 36 were in the tirofiban group and 46 were in the non-tirofiban group. Immediate successful reperfusion was achieved in 31 patients (86.1%) and 41 patients (89%) in the tirofiban and non-tirofiban groups, respectively. Note that 19.4 and 25% of patients in the tirofiban group required adjunct techniques of angioplasty and stenting, respectively. Also, 2.7% patient in the tirofiban group had a symptomatic hemorrhage, while 8.7% in the non-tirofiban group had symptomatic intracranial hemorrhage. On multinomial logistic regression, history of transient ischemic attack, truncal occlusion and watershed infarct pattern predicted the usage of IA tirofiban during mechanical thrombectomy. Conclusion Usage of IA tirofiban with or without adjunct techniques as a rescue therapy during mechanical thrombectomy in LVO improved recanalization rates without increasing the risk of symptomatic hemorrhage.