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1.
J Med Vasc ; 49(2): 80-89, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38697714

ABSTRACT

INTRODUCTION AND AIM: The advances and the wide use of brain imaging have considerably increased the prevalence of silent brain infarctions (SBI). We aim in this study to determine the prevalence of SBI in patients presenting with acute cardioembolic stroke and the predictive cardiovascular risk factors. METHODS: This retrospective study included 267 patients presenting with acute cardioembolic stroke in the emergency and/or neurology departments of the Hassan II University Hospital Center. Clinical, biological and echocardiographic characteristics were recorded. All patients were screened for SBI by brain imaging. RESULTS: The prevalence of SBI in our series was 46%. A group of 203 non-valvular patients and a group of 64 valvular patients were distinguished. In non-valvular group, the average age was 72.97±10.53years. The prevalence of SBI was 45.3%. Forty-four percent of patients with SBI had atrial fibrillation (AF). In multivariate regression analysis, the history of previous stroke, CHA2DS2-VASc Score≥4, enlarged left atrium (LA), the association of AF with enlarged LA and the lability of International Normalized Ratio in patients initially treated with anticoagulants were significantly associated with the occurrence of SBI (P=0.013, P=0.032, P=0.0001, P=0.01, P=0.03, respectively). Territorial location was significantly the most frequent (P=0.007). In valvular group, the average age was 57.19±14.38years. The prevalence of SBI was 48.4%. In multivariate regression analysis, SBI were significantly associated with moderate or severe mitral stenosis (P=0.02) and with the enlarged LA (P=0.02). In all patients, Modified Rankin Scale at 3 months of discharge from the acute stroke was significantly higher (mRS≥3) in patients with SBI (P=0.04). CONCLUSIONS: SBI requires good management of associated cardiovascular risk factors in a population presenting with initial cardioembolic stroke.


Subject(s)
Brain Infarction , Embolic Stroke , Humans , Male , Female , Retrospective Studies , Aged , Middle Aged , Prevalence , Embolic Stroke/epidemiology , Embolic Stroke/etiology , Embolic Stroke/diagnostic imaging , Risk Factors , Aged, 80 and over , Brain Infarction/epidemiology , Brain Infarction/diagnostic imaging , Brain Infarction/etiology , Asymptomatic Diseases , Multivariate Analysis , Atrial Fibrillation/epidemiology , Atrial Fibrillation/complications , Atrial Fibrillation/diagnosis
2.
Radiology ; 311(1): e231934, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38652031

ABSTRACT

Cryptogenic stroke refers to a stroke of undetermined etiology. It accounts for approximately one-fifth of ischemic strokes and has a higher prevalence in younger patients. Embolic stroke of undetermined source (ESUS) refers to a subgroup of patients with nonlacunar cryptogenic strokes in whom embolism is the suspected stroke mechanism. Under the classifications of cryptogenic stroke or ESUS, there is wide heterogeneity in possible stroke mechanisms. In the absence of a confirmed stroke etiology, there is no established treatment for secondary prevention of stroke in patients experiencing cryptogenic stroke or ESUS, despite several clinical trials, leaving physicians with a clinical dilemma. Both conventional and advanced MRI techniques are available in clinical practice to identify differentiating features and stroke patterns and to determine or infer the underlying etiologic cause, such as atherosclerotic plaques and cardiogenic or paradoxical embolism due to occult pelvic venous thrombi. The aim of this review is to highlight the diagnostic utility of various MRI techniques in patients with cryptogenic stroke or ESUS. Future trends in technological advancement for promoting the adoption of MRI in such a special clinical application are also discussed.


Subject(s)
Embolic Stroke , Magnetic Resonance Imaging , Humans , Embolic Stroke/diagnostic imaging , Embolic Stroke/etiology , Magnetic Resonance Imaging/methods , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/etiology , Stroke/diagnostic imaging , Stroke/etiology
3.
Neurol Med Chir (Tokyo) ; 64(5): 197-204, 2024 May 15.
Article in English | MEDLINE | ID: mdl-38432944

ABSTRACT

Arterial spin-labeling magnetic resonance imaging (ASL-MRI) is widely used for evaluating collateral development in patients with acute ischemic stroke (AIS). This study aimed to characterize the findings of multiphase ASL-MRI between embolic and atherosclerotic large vessel occlusion (LVO) to aid in the differential diagnosis. Among 982 patients with AIS, 44 who were diagnosed with acute, symptomatic, and unilateral occlusion of the horizontal segment of the middle cerebral artery (MCA) were selected and categorized into embolic stroke (ES) and atherosclerosis (AT) groups. Using ASL-MRI (postlabeling delay [PLD] of 1.5, 2.0, and 2.5 s) at admission, the ipsilateral to contralateral ratio (ICR) of the signal intensity and its time-course increasing rate (from PLD 1.5 to 2.0 and 2.5, ΔICR) were measured and compared between the two groups. The mean ICR was significantly higher in the AT group than in the ES group (AT vs. ES: 0.49 vs. 0.27 for ICR1.5, 0.73 vs. 0.32 for ICR2.0, and 0.92 vs. 0.37 for ICR2.5). The ΔICR of PLD 1.5-2.0 (ΔICR2.0) and 2.5 (ΔICR2.5) were also significantly higher in the AT group than in the ES group (AT vs. ES: 50.9% vs. 26.3% for ΔICR2.0, and 92.6% vs. 42.9% for ΔICR2.5). Receiver operating characteristic curves showed moderate-to-strong discriminative abilities of each ASL-MRI parameter in predicting MCA occlusion etiology. In conclusion, multiphase ASL-MRI parameters may aid in differentiating intracranial LVO etiology during the acute phase. Thus, it is applicable to AIS management.


Subject(s)
Infarction, Middle Cerebral Artery , Spin Labels , Humans , Male , Female , Infarction, Middle Cerebral Artery/diagnostic imaging , Aged , Middle Aged , Magnetic Resonance Imaging/methods , Diagnosis, Differential , Intracranial Arteriosclerosis/diagnostic imaging , Aged, 80 and over , Embolic Stroke/etiology , Embolic Stroke/diagnostic imaging , Retrospective Studies
4.
Eur J Clin Invest ; 54(6): e14175, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38308431

ABSTRACT

BACKGROUND: There is no defined cause for cryptogenic stroke/embolic stroke of undetermined source (CS-ESUS). As atrial fibrillation (AF) develops in a significant proportion of these patients, it has been suggested that left atrial (LA) myopathy may predispose to CS-ESUS. We investigated alterations in echocardiographic measures of LA size and function in patients with CS-ESUS. METHODS: A systematic literature review and meta-analysis was performed. PubMed, EMBASE, Cochrane Library, Web of Science and SCOPUS were searched for articles published between 1 January 1990 and 10 February 2023. All observational studies of adult CS-ESUS patients with LA volume or function measurements performed by transthoracic echocardiogram were included. Individual random effects meta-analyses were performed on LA measurements in the CS-ESUS patients using subgroup analysis of comparator groups. RESULTS: We included 29 articles with 3927 CS-ESUS patients. Analysis of weighted mean differences showed CS-ESUS patients had altered LA structure and function parameters, with a larger maximum indexed LA volume, reduced LA emptying fraction and/or LA reservoir strain, compared to healthy controls and noncardioembolic stroke patients. Conversely, CS-ESUS patients had a smaller left atrium with better function, compared to cardioembolic stroke patients and CS-ESUS patients who subsequently developed atrial fibrillation. CONCLUSIONS: LA volume and function are altered in CS-ESUS patients compared to healthy controls and other stroke aetiologies. An underlying atrial myopathy in a subset of CS-ESUS patients may be involved in both thrombogenesis and dysrhythmia (specifically AF). While LA functional assessment is not currently recommended following stroke, it may offer an opportunity for recurrent stroke risk stratification.


Subject(s)
Atrial Fibrillation , Echocardiography , Embolic Stroke , Heart Atria , Humans , Heart Atria/diagnostic imaging , Heart Atria/physiopathology , Embolic Stroke/physiopathology , Embolic Stroke/etiology , Embolic Stroke/diagnostic imaging , Atrial Fibrillation/physiopathology , Atrial Fibrillation/diagnostic imaging , Atrial Fibrillation/complications , Atrial Function, Left/physiology , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/physiopathology , Stroke/physiopathology
5.
Int J Cardiol ; 402: 131810, 2024 May 01.
Article in English | MEDLINE | ID: mdl-38272131

ABSTRACT

BACKGROUND: Atrial cardiopathy(AC) and patent foramen ovale (PFO) are two etiologies of embolic strokes of undetermined source (ESUS). We aimed to explore the relationship between them in ESUS. METHODS: A total of 1146 participants were included from January 2019 to June 2022, which included the ESUS group and non-embolic stroke which includes LAA(large arterial atherosclerosis) + SAO(small artery occlusion) group. AC was defined as the presence of at least one of the following: PTFV1(P-wave terminal force in lead V1) > 4000 µV*ms in the electrocardiograms, NT-proBNP(N-terminal probrain natriuretic peptide) > 250 pg/mL in laboratory tests or LAD(left atrial diameter) > 3.8 cm for women and > 4.0 cm for men in cardiac ultrasound. The presence of PFO was assessed by transthoracic echocardiography, transcranial Doppler ultrasound, transesophageal echocardiography or cardiac MRI. PFO was considered pathogenic if the RoPE score was 7 to 10. RESULTS: The prevalence of AC and PFO was higher in the ESUS group than the LAA + SAO group. The prevalence of AC was lower in ESUS patients with pathogenic PFO (37.9%) than those without PFO (68.4%) and with incidental PFO (64.0%) (p = 0.006). The prevalence of pathogenic PFO was lower in ESUS patients with AC than those without AC (6.0% vs. 17.8%, p = 0.006). The AUC(area under the curve) of PTFV1 for predicting ESUS was 0.724 [95%CI (0.686-0.762), p < 0.05)], indicating that PTFV1 the most valuable AC biomarker. CONCLUSIONS: The prevalence of AC is inversely related to the prevalence of pathogenic PFO in ESUS patients. PTFV1 was the most valuable index to predict ESUS among the AC biomarkers.


Subject(s)
Embolic Stroke , Foramen Ovale, Patent , Heart Diseases , Stroke , Male , Humans , Female , Stroke/diagnostic imaging , Stroke/epidemiology , Foramen Ovale, Patent/diagnosis , Foramen Ovale, Patent/diagnostic imaging , Embolic Stroke/diagnostic imaging , Embolic Stroke/epidemiology , Heart Diseases/diagnostic imaging , Heart Diseases/epidemiology , Echocardiography , Risk Factors
6.
Clin Neuroradiol ; 34(2): 363-371, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38169002

ABSTRACT

PURPOSE: To develop an imaging prediction model for patients with embolic stroke of undetermined source (ESUS), we investigated the association of topographic diffusion-weighted imaging (DWI) patterns with potential embolic sources (PES) identified by transesophageal echocardiography. METHODS: From a total of 992 consecutive patients with embolic stroke, 366 patients with the ESUS group were selected. ESUS was defined as no atrial fibrillation (Af) within 24h from admission and no PES after general examination. Clinical variables include age (> 80years, 70-80 years), sex, vascular risk factors and left atrial diameter > 4 cm. Age, sex and vascular risk factors adjusted odds ratio of each DWI for the different PESs were calculated. DWI was determined based on the arterial territories. Middle cerebral arteries were divided into 4 segments, i.e., M1-M4. Moreover, M2 segments were subdivided into superior and inferior branches. RESULTS: The 366 patients consisted of 168 with paroxysmal Af (pAf), 77 with paradoxical embolism, 71 with aortic embolism and 50 with undetermined embolism after transesophageal echocardiography. The variables adjusted odds ratio (OR) of internal carotid artery (OR: 12.1, p = 0.037), M1 (4.2, p = 0.001), inferior M2 (7.5, p = 0.0041) and multiple cortical branches (12.6, p < 0.0001) were significantly higher in patients with pAf. Striatocapsular infarction (12.5, p < 0.0001) and posterior inferior cerebellar artery infarcts (3.6, p = 0.018) were significantly associated with paradoxical embolism. Clinical variables adjusted OR of multiple small scattered infarcts (8.3, p < 0.0001) were significantly higher in patients with aortic embolism. CONCLUSION: The associations of DWI with different PES have their distinctive characteristics and DWI along with clinical variables may help predict PES in patients with ESUS.


Subject(s)
Diffusion Magnetic Resonance Imaging , Humans , Male , Female , Aged , Diffusion Magnetic Resonance Imaging/methods , Aged, 80 and over , Sensitivity and Specificity , Reproducibility of Results , Echocardiography, Transesophageal/methods , Risk Factors , Middle Aged , Embolic Stroke/diagnostic imaging , Embolic Stroke/etiology , Intracranial Embolism/diagnostic imaging , Intracranial Embolism/etiology , Comorbidity , Prevalence , Atrial Fibrillation/diagnostic imaging , Atrial Fibrillation/complications , Risk Assessment
7.
Clin Neuroradiol ; 34(2): 333-339, 2024 Jun.
Article in English | MEDLINE | ID: mdl-38108829

ABSTRACT

PURPOSE: Non-stenotic (< 50%) carotid disease may play an important etiological role in ischemic stroke classified as embolic stroke of undetermined source (ESUS). We aimed to assess the prevalence of non-stenotic carotid disease and its association with ipsilateral ischemic stroke. METHODS: Data are from ESCAPE-NA1, a randomized controlled trial investigating the neuroprotectant nerinetide in patients with acute ischemic stroke and large vessel occlusion (LVO). The degree of stenosis of the extracranial internal carotid artery (ICA) and high-risk plaque features were assessed on baseline computed tomography (CT) angiography. We evaluated the association of non-stenotic carotid disease and ipsilateral stroke by age-adjusted and sex-adjusted logistic regression and calculated the attributable risk of ipsilateral stroke caused by non-stenotic carotid disease. RESULTS: After excluding patients with non-assessable imaging, symptomatic > 50% carotid stenosis and extracranial dissection, 799/1105 (72.1%) patients enrolled in ESCAPE-NA1 remained for this analysis. Of these, 127 (15.9%) were classified as ESUS. Non-stenotic carotid disease occurred in 34/127 ESUS patients (26.8%) and was associated with the presence of ipsilateral ischemic stroke (odds ratio, OR 1.6, 95% confidence interval, CI 1.0-2.6, p = 0.049). The risk of ipsilateral ischemic stroke attributable to non-stenotic carotid disease in ESUS was estimated to be 19.7% (95% CI -5.7% to 39%), the population attributable risk was calculated as 4.3%. Imaging features such as plaque thickness, plaque irregularity or plaque ulceration were not different between non-stenotic carotids with vs. without ipsilateral stroke. CONCLUSION: Non-stenotic carotid disease frequently occurs in patients classified as ESUS and is associated with ipsilateral ischemic stroke. Our findings support the role of non-stenotic carotid disease as stroke etiology in ESUS, but further prospective research is needed to prove a causal relationship.


Subject(s)
Computed Tomography Angiography , Humans , Female , Male , Aged , Middle Aged , Carotid Artery Diseases/diagnostic imaging , Carotid Artery Diseases/complications , Embolic Stroke/diagnostic imaging , Embolic Stroke/etiology , Prevalence , Carotid Stenosis/diagnostic imaging , Carotid Stenosis/complications , Risk Factors
8.
J Stroke Cerebrovasc Dis ; 31(11): 106782, 2022 Nov.
Article in English | MEDLINE | ID: mdl-36130470

ABSTRACT

BACKGROUND: The lack of superiority of anticoagulation over antiplatelet therapy in embolic stroke of undetermined source (ESUS) may be in part due to the misclassification of radiographic ESUS patterns as cardioembolic. In this imaging analysis, we sought to differentiate clinical and radiographic patterns of ESUS patients from patterns in patients with a highly probable cardioembolic source. MATERIALS & METHODS: A prospective registry of consecutive adults with acute infarction on diffusion-weighted magnetic resonance imaging was queried. Patients with infarctions due to small vessel disease, large vessel disease, and other causes were excluded. Multivariable logistic regression was used to identify independent predictors of two potentially embolic patterns: (1) multifocal and (2) cortical lesions, comparing patients with ESUS against those with atrial fibrillation (AF). RESULTS: Among 1243 screened patients, 343 (27.6%) experienced strokes due to ESUS or AF. Prior to the index stroke, patients with AF as compared to ESUS were older (median 75 vs. 65, p<0.01) and had more heart failure (25.9% vs. 8.4%, p<0.01). The odds of multifocal infarction were the same between patients with ESUS and both AF subtypes (p>0.05), however, cortical involvement was more associated with both AF versus ESUS (77.7% vs. 65.7%, P=0.02). A higher Fazekas grade of white matter disease was inversely associated with cortical infarction among included patients (aOR 0.77, 95% CI 0.62-0.96). CONCLUSION: Cortical infarctions were twice as common among patients with AF versus ESUS. Subcortical infarct topography was strongly associated with chronic microvascular ischemic changes and therefore may not represent embolic phenomena. Larger-scale investigations are warranted to discern whether large or multifocal subcortical infarcts ought to be excluded from the ESUS designation.


Subject(s)
Atrial Fibrillation , Embolic Stroke , Embolism , Intracranial Embolism , Stroke , Adult , Humans , Atrial Fibrillation/complications , Atrial Fibrillation/diagnosis , Intracranial Embolism/etiology , Intracranial Embolism/complications , Embolic Stroke/diagnostic imaging , Embolic Stroke/etiology , Platelet Aggregation Inhibitors , Risk Factors , Stroke/etiology , Stroke/complications , Embolism/etiology , Embolism/complications , Anticoagulants/therapeutic use , Infarction/complications
9.
Dis Markers ; 2022: 3327967, 2022.
Article in English | MEDLINE | ID: mdl-35928924

ABSTRACT

Background: The aim of the study was to find the potential roles of B-type natriuretic peptide (BNP) and imaging markers on distinguishing cardioembolic (CE) stroke from non-CE stroke, so as to provide useful information for making individualized endovascular treatment (EVT) plan for the patients with acute ischemic stroke (AIS). Methods: The patients with unilateral anterior circulation large vessel occlusion who underwent EVT between March 2016 and December 2021 were analyzed in this study, retrospectively. The risk factors, laboratory test indicators, imaging parameters, and other factors were compared between the CE group and non-CE group. Logistic regression was used to analyze the risk factors of CE stroke. ROC curves were used to assess the values of different parameters on distinguishing CE stroke from non-CE stroke. The relationships between BNP and imaging parameters were assessed using the Spearman correlation analysis. Results: 160 patients were enrolled in the study and divided into the CE group (n = 66) and non-CE group (n = 94). BNP (odds ratio (OR) = 1.004; 95% CI, 1.001-1.009; p = 0.038), MMR (OR = 0.736; 95% CI, 0.573-0.945; p = 0.016), NIHSS (OR = 1.150; 95% CI, 1.022-1.294; p = 0.020), and AF (OR = 556.968; 95% CI, 51.739-5995.765; p < 0.001) were the independent predictive factors of CE stroke. The area under the curve (AUC) of BNP and mismatch ratio (MMR) were 0.846 (95% CI (0.780-0.898), p < 0.001) and 0.636 (95% CI (0.633-0.779), p < 0.001), respectively. The cut-off value of BNP was 249.23 pg/mL with the sensitivity of 74.24% and the specificity of 82.98%. BNP combined with MMR improved the predictive value for CE stroke. The AUC of the combination was 0.858 with the sensitivity of 84.85% and the specificity of 73.40%. BNP was correlated with 4D CTA collateral score, MMR, clot burden score, final infarct volume, infarct core volume, and ischemic penumbra volume (all, p < 0.05). Conclusion: BNP on admission combined with MMR is valuable for the risk prediction of CE stroke, which will promote the further screening of the high-risk patients with CE stroke and provide more diagnostic information for clinicians.


Subject(s)
Embolic Stroke , Natriuretic Peptide, Brain , Biomarkers/analysis , Brain Ischemia/blood , Brain Ischemia/diagnostic imaging , Embolic Stroke/blood , Embolic Stroke/diagnostic imaging , Humans , Infarction/complications , Ischemic Stroke/blood , Ischemic Stroke/diagnostic imaging , Natriuretic Peptide, Brain/blood , Prospective Studies , Retrospective Studies , Stroke/blood , Stroke/diagnostic imaging , Tomography, X-Ray Computed
10.
J Am Soc Echocardiogr ; 35(10): 1064-1076, 2022 10.
Article in English | MEDLINE | ID: mdl-35691457

ABSTRACT

BACKGROUND: Stroke of undetermined source, commonly termed cryptogenic stroke (CS), accounts for a significant proportion of ischemic stroke etiology and have high rates of stroke recurrence. The heterogeneous etiology of CS makes decisions regarding treatment for such patients challenging. The aim of this study was to evaluate the diagnostic and prognostic value of left atrial (LA) function in the identification of cardioembolism and prediction of outcomes in patients with CS. METHODS: Consecutive patients admitted to a tertiary institution with ischemic stroke or transient ischemic attack (TIA) who underwent transthoracic echocardiography were recruited, with comprehensive evaluation of LA metrics including LA strain. Ischemic strokes and TIAs were classified as noncardioembolic, cryptogenic, or cardioembolic. A total of 709 patients (mean age, 66.0 ± 15.1 years; 55% men) were recruited. Two hundred ninety-one patients had CS, 189 had noncardioembolic stroke, and 229 had cardioembolic stroke. Patients with CS were followed for 20.0 ± 13.8 months for recurrent ischemic stroke or TIA. RESULTS: Receiver operating characteristic curves showed LA reservoir and contractile strain to be strong discriminators of cardioembolic strokes, and log-rank tests showed both measures to be significantly associated with the distribution of time to recurrent ischemic stroke or TIA in patients with CS. Multivariable hazard models showed LA reservoir and contractile strain to be independent predictors of recurrent ischemic stroke or TIA in patients with CS, in addition to estimated glomerular filtration rate and active smoking. CONCLUSIONS: LA reservoir and contractile strain were strong discriminators of cardioembolic stroke and independently predicted recurrent ischemic stroke or TIA in patients with CS. Use of LA strain may improve risk stratification and decision-making in patients with CS, with particular regard to prolonged ambulatory heart rhythm monitoring and/or empiric anticoagulation.


Subject(s)
Atrial Fibrillation , Embolic Stroke , Ischemic Attack, Transient , Ischemic Stroke , Stroke , Aged , Aged, 80 and over , Anticoagulants , Atrial Function, Left , Embolic Stroke/diagnostic imaging , Embolic Stroke/etiology , Female , Humans , Ischemic Attack, Transient/complications , Ischemic Attack, Transient/diagnostic imaging , Male , Middle Aged , Prognosis , Risk Factors , Stroke/diagnostic imaging , Stroke/etiology
11.
J Stroke Cerebrovasc Dis ; 31(5): 106353, 2022 May.
Article in English | MEDLINE | ID: mdl-35247732

ABSTRACT

Stroke is a common and devastating event and the majority of cases are caused by thromboembolism from the left atrium, left ventricle or left sided valves. This case report describes a case of embolic stroke with the origin of the thrombus from the left inferior pulmonary vein. The importance of this case is twofold. Firstly, it is the fourth case report of pulmonary venous thrombosis, a very rare condition, due to COVID-19 infection and secondly, it focuses attention on the fact that the left atrium is not the most proximal address of arterial thromboembolism-the pulmonary veins are. Thus, it is proposed that a thorough assessment of the pulmonary veins should be done in all cases of arterial thromboembolism.


Subject(s)
COVID-19 , Embolic Stroke , Ischemic Stroke , Pulmonary Embolism , Pulmonary Veins , Thromboembolism , Venous Thrombosis , COVID-19/complications , Embolic Stroke/diagnostic imaging , Embolic Stroke/etiology , Humans , Pulmonary Embolism/etiology , Thromboembolism/complications , Venous Thrombosis/complications
12.
J Neurointerv Surg ; 14(4): 413, 2022 Apr.
Article in English | MEDLINE | ID: mdl-34140285

ABSTRACT

A video (video 1) describing a novel murine endovascular embolic stroke model is presented. Traditional middle cerebral artery (MCA) occlusion models include a blind insertion of a monofilament string1 2 into the common or external carotid artery with the expectation to selectively occlude the MCA. However, significant mortality occurs due to subarachnoid hemorrhage and variability in stroke size, possibly related to the filament's malposition-for example, external carotid or proximal internal carotid artery (ICA). Additionally, while the string is in place, it occludes the entire extracranial ICA affecting also the collateral pial circulation. neurintsurg;14/4/413/V1F1V1Video 1 Our model includes tail artery access, which tolerates several procedures facilitating survival studies. This model uses autologous blood3 4 clot deployed directly into the MCA, resembling what occurs in clinical practice. Autologous thrombi could be lysed with IA/IV tissue plasminogen activator.In summary, we describe a novel model that resembles real practice, permits multiple catheterizations, results in reliable embolization under fluoroscopic guidance and allows therapeutic interventions not available with traditional models.


Subject(s)
Embolic Stroke , Endovascular Procedures , Animals , Carotid Artery, Internal/diagnostic imaging , Carotid Artery, Internal/surgery , Disease Models, Animal , Embolic Stroke/diagnostic imaging , Embolic Stroke/surgery , Endovascular Procedures/methods , Humans , Infarction, Middle Cerebral Artery/diagnostic imaging , Infarction, Middle Cerebral Artery/surgery , Mice , Middle Cerebral Artery/diagnostic imaging , Tissue Plasminogen Activator/therapeutic use
13.
EBioMedicine ; 69: 103466, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34229276

ABSTRACT

BACKGROUND: Although chest radiographs have not been utilised well for classifying stroke subtypes, they could provide a plethora of information on cardioembolic stroke. This study aimed to develop a deep convolutional neural network that could diagnose cardioembolic stroke based on chest radiographs. METHODS: Overall, 4,064 chest radiographs of consecutive patients with acute ischaemic stroke were collected from a prospectively maintained stroke registry. Chest radiographs were randomly partitioned into training/validation (n = 3,255) and internal test (n = 809) datasets in an 8:2 ratio. A densely connected convolutional network (ASTRO-X) was trained to diagnose cardioembolic stroke based on chest radiographs. The performance of ASTRO-X was evaluated using the area under the receiver operating characteristic curve. Gradient-weighted class activation mapping was used to evaluate the region of focus of ASTRO-X. External testing was performed with 750 chest radiographs of patients with acute ischaemic stroke from 7 hospitals. FINDINGS: The areas under the receiver operating characteristic curve of ASTRO-X were 0.86 (95% confidence interval [CI], 0.83-0.89) and 0.82 (95% CI, 0.79-0.85) during the internal and multicentre external testing, respectively. The gradient-weighted class activation map demonstrated that ASTRO-X was focused on the area where the left atrium was located. Compared with cases predicted as non-cardioembolism by ASTRO-X, cases predicted as cardioembolism by ASTRO-X had higher left atrial volume index and lower left ventricular ejection fraction in echocardiography. INTERPRETATION: ASTRO-X, a deep neural network developed to diagnose cardioembolic stroke based on chest radiographs, demonstrated good classification performance and biological plausibility. FUNDING: Grant No. 14-2020-046 and 08-2016-051 from the Seoul National University Bundang Research Fund and NRF-2020M3E5D9079768 from the National Research Foundation of Korea.


Subject(s)
Embolic Stroke/diagnostic imaging , Radiographic Image Interpretation, Computer-Assisted/methods , Aged , Aged, 80 and over , Deep Learning , Embolic Stroke/classification , Female , Humans , Male , Middle Aged , Radiography, Thoracic/methods
14.
J Stroke Cerebrovasc Dis ; 30(10): 105960, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34314984

ABSTRACT

OBJECTIVES: Endovascular therapy (EVT) is safe and effective for acute ischemic stroke (AIS) due to large-vessel occlusion (LVO). However, the influence of the AIS subtype (large-artery atherosclerosis [LAA] or cardioembolism [CE]) on clinical outcome in patients treated with EVT remains unclear. This study aimed to evaluate the differences in clinical results between the two subtypes using data from a multicenter prospective registry (RESCUE-Japan Registry 2). MATERIALS AND METHODS: Among 2420 patients in RESCUE-Japan Registry, 682 patients who were diagnosed with LAA or CE were enrolled. The primary outcome was a modified Rankin Scale (mRS) score of 0-2 at 90 days. The secondary outcomes were 90-day mRS 0-1, 0-3, and 6. The relationship between time from onset and clinical outcome was also analyzed. RESULTS: Among the 682 patients, 124 were classified into the LAA group and 558 into the CE group. The baseline National Institutes of Health Stroke Scale score was significantly lower (median 15 vs. 18, p < 0.001). At 90 days, mRS 0-2 was observed in 54 of 124 patients (44%) in the LAA group and 232 of 558 patients (42%) in the CE group (p = 0.69). The proportion of patients with mRS 0-2 tended to decrease according to onset-to-puncture time in the CE group but not in the LAA group (ptrend=0.0007). CONCLUSIONS: The rate of good outcome was similar between LVO due to LAA and CE. However, the rate of favorable outcome did not decrease according to onset-to-puncture time in the LAA group.


Subject(s)
Carotid Artery, Internal , Carotid Stenosis/therapy , Embolic Stroke/therapy , Endovascular Procedures , Infarction, Middle Cerebral Artery/therapy , Ischemic Stroke/therapy , Aged , Aged, 80 and over , Carotid Artery, Internal/diagnostic imaging , Carotid Artery, Internal/physiopathology , Carotid Stenosis/diagnostic imaging , Carotid Stenosis/physiopathology , Embolic Stroke/diagnostic imaging , Embolic Stroke/physiopathology , Endovascular Procedures/adverse effects , Female , Functional Status , Humans , Infarction, Middle Cerebral Artery/diagnostic imaging , Infarction, Middle Cerebral Artery/physiopathology , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/physiopathology , Japan , Male , Middle Aged , Prospective Studies , Recovery of Function , Registries , Time Factors , Treatment Outcome
15.
J Stroke Cerebrovasc Dis ; 30(9): 105998, 2021 Sep.
Article in English | MEDLINE | ID: mdl-34303963

ABSTRACT

OBJECTIVES: Embolic strokes of unknown source (ESUS) are common and often suspected to be caused by unrecognized paroxysmal atrial fibrillation (AF). An AI-enabled ECG (AI-ECG) during sinus rhythm has been shown to identify patients with unrecognized AF. We pursued this study to determine if the AI-ECG model differentiates between patients with ESUS and those with known causes of stroke, and to evaluate whether the AF prediction by AI-ECG among patients with ESUS was associated with the results of prolonged ambulatory cardiac rhythm monitoring. MATERIALS AND METHODS: We reviewed consecutive patients admitted with acute ischemic stroke to a comprehensive stroke center between January 2018 and August 2019 and employed the TOAST classification to categorize the mechanisms of ischemia. Use and results of ambulatory cardiac rhythm monitoring after discharge were gathered. We ran the AI-ECG model to obtain AF probabilities from all ECGs acquired during the hospitalization and compared those probabilities in patients with ESUS versus those with known stroke causes (apart from AF), and between patients with and without AF detected by ambulatory cardiac rhythm monitoring. RESULTS: The study cohort had 930 patients, including 263 patients (28.3%) with known AF or AF diagnosed during the index hospitalization and 265 cases (28.5%) categorized as ESUS. Ambulatory cardiac rhythm monitoring was performed in 226 (85.3%) patients with ESUS. AF probability by AI-ECG was not associated with ESUS. However, among patients with ESUS, the probability of AF by AI-ECG was associated with a higher likelihood of AF detection by ambulatory monitoring (P = 0.004). A probability of AF by AI-ECG greater than 0.20 was associated with AF detection by ambulatory cardiac rhythm monitoring with an OR of 5.47 (95% CI 1.51-22.51). CONCLUSIONS: AI-ECG may help guide the use of prolonged ambulatory cardiac rhythm monitoring in patients with ESUS to identify those who might benefit from anticoagulation.


Subject(s)
Artificial Intelligence , Atrial Fibrillation/diagnosis , Electrocardiography, Ambulatory , Embolic Stroke/etiology , Signal Processing, Computer-Assisted , Action Potentials , Aged , Aged, 80 and over , Atrial Fibrillation/complications , Atrial Fibrillation/physiopathology , Embolic Stroke/diagnostic imaging , Female , Heart Rate , Hospitalization , Humans , Male , Middle Aged , Predictive Value of Tests , Registries , Risk Assessment , Risk Factors , Time Factors
16.
J Stroke Cerebrovasc Dis ; 30(8): 105933, 2021 Aug.
Article in English | MEDLINE | ID: mdl-34157668

ABSTRACT

OBJECTIVES: The study aimed to investigate whether N-terminal pro-B-type natriuretic peptide (NT-proBNP) concentration and/or left atrial volume index (LAVI), as atrial cardiopathy biomarkers, were associated with infarct patterns on diffusion-weighted imaging in patients with embolic strokes of undetermined source (ESUS). MATERIALS AND METHOD: We retrospectively evaluated patient with ESUS from our stroke registry between January 2018 and November 2019. Cut-off values for atrial cardiopathy biomarkers were defined as >250 pg/mL for NT-proBNP and >34 mL/m2 for LAVI. Eligible patients were then assigned to 3 groups and infarct patterns were compared according to their atrial cardiopathy markers: Group 1 (no atrial cardiopathy markers), Group 2 (one marker), and Group 3 (both markers). RESULTS: Among 194 eligible patients with ESUS (76 women; mean age, 69.2 years), simultaneous increases of NT-proBNP concentration and LAVI were identified in 39 (20.1%). Group 3 had a significantly larger infarct volume, relative to Group 1 and Group 2 (P=0.043) Multivariable logistic regression analyses revealed that these patients (Group 3) were significantly more likely to have multi-territorial infarcts (adjusted odds ratio [aOR]: 3.03, 95% confidence interval [CI]: 1.05-8.72; P=0.04), a maximal lesion diameter >15mm (aOR: 4.51, 95% CI: 1.70-11.93; P=0.001), and large cortical infarctions (aOR: 4.17, 95% CI: 1.75-9.96; P=0.001). CONCLUSION: We found that simultaneously increased values for NT-proBNP concentration and LAVI were independently associated with multi-territorial and large cortical infarct patterns in patients with ESUS. These findings suggest that NT-proBNP and LAVI may be useful biomarkers for identifying cardioembolic subtypes and guiding treatment selection in patients with ESUS.


Subject(s)
Atrial Function, Left , Atrial Remodeling , Brain Infarction/diagnostic imaging , Cardiomyopathies/complications , Diffusion Magnetic Resonance Imaging , Echocardiography , Embolic Stroke/diagnostic imaging , Natriuretic Peptide, Brain/blood , Peptide Fragments/blood , Aged , Aged, 80 and over , Biomarkers/blood , Brain Infarction/etiology , Cardiomyopathies/blood , Cardiomyopathies/diagnostic imaging , Cardiomyopathies/physiopathology , Embolic Stroke/etiology , Female , Humans , Male , Middle Aged , Predictive Value of Tests , Registries , Retrospective Studies , Time Factors
18.
Cerebrovasc Dis ; 50(5): 581-587, 2021.
Article in English | MEDLINE | ID: mdl-34139688

ABSTRACT

BACKGROUND: Acute infarction patterns have been described in cardioembolic stroke, mainly with atrial fibrillation (AF) or patent foramen ovale. We aimed to analyse acute infarction magnetic resonance imaging (MRI) characteristics in stroke patients with intracardiac thrombus (ICT) compared with stroke patients with AF. METHODS: We performed a retrospective study analysing brain MRI scans of consecutive acute symptomatic cardioembolic infarction patients associated with ICT or AF who were recruited and registered in the stroke database between June 2018 and November 2019. Diffusion-weighted imaging performed within 1 week after symptom onset, intra-/extracranial vessel imaging, echocardiography, and ≥24-h ECG monitoring were required for inclusion. Baseline, biological, and echocardiography characteristics were assessed. Analysed MRI characteristics were infarction location (anterior/middle/posterior cerebral artery territory; anterior/posterior/mixed anterior-posterior circulation; multiterritorial infarction; brainstem; cerebellum; small cortical cerebellar infarctions [SCCIs] or non-SCCI; cortical/subcortical/cortico-subcortical), lesion number, subcortical lesion size (> or <15 mm), and total infarction volume. RESULTS: We included 28 ICT and 94 AF patients presenting with acute stroke. ICT patients were younger (median age 66 vs. 81 years, p < 0.001), more frequently male (79 vs. 47%, p = 0.003), and smokers (39 vs. 17%, p = 0.013), had more frequent history of diabetes (36 vs. 18%, p = 0.049) and ischaemic heart disease (57 vs. 21%, p < 0.001), and had lower HDL cholesterol levels (0.39 vs. 0.53 g/L, p < 0.001). On MRI, SCCI was more frequent in the ICT group (25 vs. 5%, p = 0.006) in the absence of other differences in infarction localisation, number, size, or volume on MRI. On multivariate analysis, younger age (p < 0.001), history of ischaemic heart disease (p < 0.001), and low HDL cholesterol levels (p = 0.01) were significantly associated with ICT. Results approaching statistical significance were observed for SCCI (more frequent in the ICT group, p = 0.053) and non-SCCI (more frequent in the AF group, p = 0.053) on MRI. CONCLUSIONS: ICT-related stroke is associated with acute SCCI presence on MRI. Clinical Trial Registration-URL: http://www.clinicaltrials.gov. Unique identifier: NCT04456309.


Subject(s)
Brain Infarction/diagnostic imaging , Diffusion Magnetic Resonance Imaging , Embolic Stroke/diagnostic imaging , Heart Diseases/complications , Aged , Aged, 80 and over , Atrial Fibrillation/complications , Atrial Fibrillation/diagnosis , Brain Infarction/etiology , Databases, Factual , Embolic Stroke/etiology , Female , Heart Diseases/diagnostic imaging , Humans , Male , Predictive Value of Tests , Retrospective Studies , Risk Assessment , Risk Factors
19.
J Clin Neurosci ; 89: 171-176, 2021 Jul.
Article in English | MEDLINE | ID: mdl-34119264

ABSTRACT

Cardiac embolism is the leading etiology of ischemic strokes. There are arguments about the left-right propensity of cardioembolic strokes.This study aimed to reveal the relationship between the different aortic arch types and the location of large vessel occlusion (LVO) in cardioembolic stroke.We retrospectively identified all patients with acute ischemic stroke admitted to our comprehensive stroke center who had medium- to high-risk cardioembolicsources according to the TOAST classification.Only those with LVO and available images of the aortic arch were included. Patients were classified into 3 groups according to the aortic arch types: Type I (n = 44), Type II (n = 105), Type III (n = 36).The thrombus was divided into large thrombus or small thrombus based on the location of LVO.Overall, left-sided strokes (50.8%) were almost equal to right-sided (49.2%). There was a growing tendency for the percentage of left-sided infarcts with advancement of the aortic arch types either in the total cases or in the atrial fibrillation cases, with no statistical difference between the 3 aortic arch types.In type III aortic arch, left-sided strokes (69.0%) were twice than right-sided (31%) in large thrombus (P < 0.05), while right-sided strokes (85.7%) were more common than left-sided (14.3%) in small thrombus (P < 0.05).Conversely, in type Ⅰ and II aortic arches, left-sided strokes were more common than right-sided in small thrombus, while right-sided strokes were more common than left-sided in large thrombus (P < 0.05). The left-right propensity of cardioembolic stroke is related to the proximity of clot lodging in different aortic arch types.


Subject(s)
Aorta, Thoracic/anatomy & histology , Aorta, Thoracic/diagnostic imaging , Brain Ischemia/diagnostic imaging , Embolic Stroke/diagnostic imaging , Aged , Aged, 80 and over , Atrial Fibrillation/blood , Atrial Fibrillation/diagnostic imaging , Brain Ischemia/blood , Cerebral Infarction/blood , Cerebral Infarction/diagnostic imaging , Embolic Stroke/blood , Female , Humans , Male , Middle Aged , Retrospective Studies
20.
Stroke ; 52(7): 2292-2301, 2021 07.
Article in English | MEDLINE | ID: mdl-33971744

ABSTRACT

Background and Purpose: This study aimed to investigate the value of d-dimer levels in predicting recurrent stroke in patients with embolic stroke of undetermined source. We also evaluated the underlying causes of recurrent stroke according to d-dimer levels. Methods: A total of 1431 patients with undetermined source were enrolled in this study and divided into quartiles according to their baseline plasma d-dimer levels. The primary outcome measure was the occurrence of recurrent stroke (ischemic or hemorrhagic) in the year following the stroke event. Results: The risk of recurrent stroke increased significantly with the increasing d-dimer quartile (log-rank P=0.001). Patients in the higher d-dimer quartiles had a higher probability of recurrent embolic stroke because of covert atrial fibrillation, hidden malignancy, or undetermined sources. Most recurrent strokes in Q3 and Q4 were embolic but not in Q1 or Q2. Multivariate analysis revealed that patients in Q3 and Q4 had a significantly increased risk of recurrent stroke compared with those in Q1 (hazard ratio, 3.12 [95% CI, 1.07−9.07], P=0.036; hazard ratio, 7.29 [95% CI, 2.59−20.52], P<0.001, respectively; Ptrend<0.001). Binary analyses showed a significant association between a high d-dimer level above normal range and the risk of recurrent stroke (hazard ratio, 2.48 [95% CI, 1.31−4.70], P=0.005). In subgroup analyses, a high d-dimer level was associated with a significantly higher risk of recurrent stroke in men than in women (P=0.039). Conclusions: Our findings suggest that d-dimer levels can be a useful risk assessment biomarker for predicting recurrent stroke, especially embolic ischemic stroke, in patients with undetermined source.


Subject(s)
Embolic Stroke/blood , Embolic Stroke/diagnostic imaging , Fibrin Fibrinogen Degradation Products/metabolism , Aged , Aged, 80 and over , Biomarkers/blood , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Predictive Value of Tests , Recurrence , Retrospective Studies
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