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1.
Eur J Neurol ; 31(8): e16311, 2024 Aug.
Artigo em Inglês | MEDLINE | ID: mdl-38646961

RESUMO

BACKGROUND AND PURPOSE: Coma is an independent predictor of poor clinical outcomes in cerebral venous thrombosis (CVT). We aimed to describe the association of age, sex, and radiological characteristics of adult coma patients with CVT. METHODS: We used data from the international, multicentre prospective observational BEAST (Biorepository to Establish the Aetiology of Sinovenous Thrombosis) study. Only positively associated variables with coma with <10% missing data in univariate analysis were considered for the multivariate logistic regression model. RESULTS: Of the 596 adult patients with CVT (75.7% women), 53 (8.9%) patients suffered coma. Despite being a female-predominant disease, the prevalence of coma was higher among men than women (13.1% vs. 7.5%, p = 0.04). Transverse sinus thrombosis was least likely to be associated with coma (23.9% vs. 73.3%, p < 0.001). The prevalence of superior sagittal sinus thrombosis was higher among men than women in the coma sample (73.6% vs. 37.5%, p = 0.01). Men were significantly older than women, with a median (interquartile range) age of 51 (38.5-60) versus 40 (33-47) years in the coma (p = 0.04) and 44.5 (34-58) versus 37 (29-48) years in the non-coma sample (p < 0.001), respectively. Furthermore, an age- and superior sagittal sinus-adjusted multivariate logistic regression model found male sex (odds ratio = 1.8, 95% confidence interval [CI] = 1.0-3.4, p = 0.04) to be an independent predictor of coma in CVT, with an area under the receiver operating characteristic curve of 0.61 (95% CI = 0.52-0.68, p = 0.01). CONCLUSIONS: Although CVT is a female-predominant disease, men were older and nearly twice as likely to suffer from coma than women.


Assuntos
Coma , Humanos , Masculino , Feminino , Coma/etiologia , Coma/epidemiologia , Adulto , Pessoa de Meia-Idade , Trombose Intracraniana/epidemiologia , Trombose Intracraniana/complicações , Estudos Prospectivos , Trombose Venosa/epidemiologia , Trombose Venosa/complicações , Trombose dos Seios Intracranianos/epidemiologia , Trombose dos Seios Intracranianos/complicações , Fatores Sexuais , Fatores Etários , Prevalência
2.
Stroke ; 54(10): e452-e464, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37602377

RESUMO

Lacunar infarcts and vascular dementia are important phenotypic characteristics of cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy, the most common inherited cerebral small vessel disease. Individuals with the disease show variability in the nature and onset of symptoms and rates of progression, which are only partially explained by differences in pathogenic mutations in the NOTCH3 gene. Recognizing the disease early in its course and securing a molecular diagnosis are important clinical goals, despite the lack of proven disease-modifying treatments. The purposes of this scientific statement are to review the clinical, genetic, and imaging aspects of cerebral autosomal dominant arteriopathy with subcortical infarcts and leukoencephalopathy, contrasting it with other inherited small vessel diseases, and to provide key prevention, management, and therapeutic considerations with the intent of reducing practice variability and encouraging production of high-quality evidence to support future treatment recommendations.


Assuntos
CADASIL , Demência Vascular , Humanos , CADASIL/diagnóstico , CADASIL/genética , CADASIL/terapia , Receptor Notch3/genética , American Heart Association , Demência Vascular/genética , Demência Vascular/terapia , Infarto Cerebral , Mutação/genética , Receptores Notch/genética , Imageamento por Ressonância Magnética
3.
Arch Phys Med Rehabil ; 104(10): 1580-1587, 2023 10.
Artigo em Inglês | MEDLINE | ID: mdl-37075965

RESUMO

OBJECTIVE: To examine preliminary effects of ReStoreD (Resilience after Stroke in Dyads) on resilience in couples coping with stroke-related challenges. DESIGN: Supplemental analysis of prospective pilot trial with pre-/post-assessments and 3-month follow-up. SETTING: Community. PARTICIPANTS: Thirty-four cohabitating stroke-care partner dyads (N=34); at least 3 months post-stroke. INTERVENTIONS: 8-week self-administered dyadic intervention (ReStoreD) consisting of activities completed individually and as a couple. MAIN OUTCOME MEASURES: 10-item Connor-Davidson Resilience Scale. RESULTS: Care partner baseline resilience scores were significantly higher than persons with stroke scores. Repeated-measures analysis of variance suggest significant pre-post improvement in resilience for persons with stroke (mean difference [I - J]=-2.42, SE=.91, P=.04, 95% CI [-4.75, -0.08]) with a large effect size (η2=.34), which was maintained at 3-month follow-up. Care partners showed no significant change over time. CONCLUSIONS: This study provides preliminary evidence that ReStoreD improves resilience in persons with stroke. More research is needed to address resilience in care partners. These findings represent a promising first step to address the mental health needs in this population.


Assuntos
Resiliência Psicológica , Acidente Vascular Cerebral , Humanos , Estudos Prospectivos , Acidente Vascular Cerebral/psicologia , Adaptação Psicológica , Saúde Mental
4.
Ann Neurol ; 90(5): 777-788, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34459509

RESUMO

OBJECTIVE: Cerebral venous thrombosis (CVT) is an uncommon form of stroke affecting mostly young individuals. Although genetic factors are thought to play a role in this cerebrovascular condition, its genetic etiology is not well understood. METHODS: A genome-wide association study was performed to identify genetic variants influencing susceptibility to CVT. A 2-stage genome-wide study was undertaken in 882 Europeans diagnosed with CVT and 1,205 ethnicity-matched control subjects divided into discovery and independent replication datasets. RESULTS: In the overall case-control cohort, we identified highly significant associations with 37 single nucleotide polymorphisms (SNPs) within the 9q34.2 region. The strongest association was with rs8176645 (combined p = 9.15 × 10-24 ; odds ratio [OR] = 2.01, 95% confidence interval [CI] = 1.76-2.31). The discovery set findings were validated across an independent European cohort. Genetic risk score for this 9q34.2 region increases CVT risk by a pooled estimate OR = 2.65 (95% CI = 2.21-3.20, p = 2.00 × 10-16 ). SNPs within this region were in strong linkage disequilibrium (LD) with coding regions of the ABO gene. The ABO blood group was determined using allele combination of SNPs rs8176746 and rs8176645. Blood groups A, B, or AB, were at 2.85 times (95% CI = 2.32-3.52, p = 2.00 × 10-16 ) increased risk of CVT compared with individuals with blood group O. INTERPRETATION: We present the first chromosomal region to robustly associate with a genetic susceptibility to CVT. This region more than doubles the likelihood of CVT, a risk greater than any previously identified thrombophilia genetic risk marker. That the identified variant is in strong LD with the coding region of the ABO gene with differences in blood group prevalence provides important new insights into the pathophysiology of CVT. ANN NEUROL 2021;90:777-788.


Assuntos
Predisposição Genética para Doença/genética , Estudo de Associação Genômica Ampla , Trombose Intracraniana/genética , Trombose Venosa/genética , Adulto , Humanos , Masculino , Pessoa de Meia-Idade , Fatores de Risco , Trombofilia/genética
5.
J Stroke Cerebrovasc Dis ; 31(4): 106266, 2022 Apr.
Artigo em Inglês | MEDLINE | ID: mdl-35124322

RESUMO

INTRODUCTION: Continuous surveillance of stroke admissions has been conducted in the Hunter region, Australia, over the past two decades. We aimed to describe the trends in incidence rates of hospitalised stroke and case-fatality rates in this region, 2001-2019. METHODS: From a hospital-based stroke registry, data for admitted adult stroke patients residing in the Hunter region were collected using ICD-10 codes for ischemic and haemorrhagic stroke. Negative binomial regression and logistic regression analysis were used to analyse trends for age-standardised and age-specific incidence rates of hospitalised stroke and 28-day case-fatality rates. RESULTS: A total of 14,662 hospitalisations for stroke in 13,242 individuals were registered. The age-standardised incidence rate declined from 123 per 100,000 population in the 2001-2005 epoch to 96 in the 2016-2019 epoch (mean annual change -2.0%, incidence rate ratio (IRR) = 0.980 [95%CI: 0.976-0.984]). Age-specific analyses identified significant reduction in the group aged 75-84 (1039 per 100,000 population in 2001-2005 to 633 in 2016-2019, annual change -3.5%, IRR= 0.965 [95%CI: 0.960-0.970]). The 28-day case-fatality rates fluctuated over time (18.5% in 2001-2005, 20.8% in 2010-2015, and 17.8% in 2016-2019).  Projected population aging suggests annual volume of patients with new stroke will increase by 77% by 2041 if incidence rates remain unchanged at the 2016-2019 level. CONCLUSION: Although age-standardised hospitalised stroke incidence rates have declined in the Hunter region, the health system will face an increase in stroke hospitalisations related to the aging population.


Assuntos
Acidente Vascular Cerebral , Adulto , Idoso , Idoso de 80 Anos ou mais , Austrália/epidemiologia , Hospitais , Humanos , Incidência , Estudos Prospectivos , Sistema de Registros , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/epidemiologia , Acidente Vascular Cerebral/terapia
6.
Stroke ; 52(12): 3829-3838, 2021 12.
Artigo em Inglês | MEDLINE | ID: mdl-34525838

RESUMO

BACKGROUND AND PURPOSE: Brain cavernous angiomas with symptomatic hemorrhage (CASH) have a high risk of neurological disability from recurrent bleeding. Systematic assessment of baseline features and multisite validation of novel magnetic resonance imaging biomarkers are needed to optimize clinical trial design aimed at novel pharmacotherapies in CASH. METHODS: This prospective, multicenter, observational cohort study included adults with unresected, adjudicated brain CASH within the prior year. Six US sites screened and enrolled patients starting August 2018. Baseline demographics, clinical and imaging features, functional status (modified Rankin Scale and National Institutes of Health Stroke Scale), and patient quality of life outcomes (Patient-Reported Outcomes Measurement Information System-29 and EuroQol-5D) were summarized using descriptive statistics. Patient-Reported Outcomes Measurement Information System-29 scores were standardized against a reference population (mean 50, SD 10), and one-sample t test was performed for each domain. A subgroup underwent harmonized magnetic resonance imaging assessment of lesional iron content with quantitative susceptibility mapping and vascular permeability with dynamic contrast-enhanced quantitative perfusion. RESULTS: As of May 2020, 849 patients were screened and 110 CASH cases enrolled (13% prevalence of trial eligible cases). The average age at consent was 46±16 years, 53% were female, 41% were familial, and 43% were brainstem lesions. At enrollment, ≥90% of the cohort had independent functional outcome (modified Rankin Scale score ≤2 and National Institutes of Health Stroke Scale score <5). However, perceived health problems affecting quality of life were reported in >30% of patients (EuroQol-5D). Patients had significantly worse Patient-Reported Outcomes Measurement Information System-29 scores for anxiety (P=0.007), but better depression (P=0.002) and social satisfaction scores (P=0.012) compared with the general reference population. Mean baseline quantitative susceptibility mapping and permeability of CASH lesion were 0.45±0.17 ppm and 0.39±0.31 mL/100 g per minute, respectively, which were similar to historical CASH cases and consistent across sites. CONCLUSIONS: These baseline features will aid investigators in patient stratification and determining the most appropriate outcome measures for clinical trials of emerging pharmacotherapies in CASH.


Assuntos
Neoplasias Encefálicas/complicações , Neoplasias Encefálicas/diagnóstico por imagem , Hemorragia Cerebral/etiologia , Hemangioma Cavernoso do Sistema Nervoso Central/complicações , Hemangioma Cavernoso do Sistema Nervoso Central/diagnóstico por imagem , Adulto , Idoso , Neoplasias Encefálicas/patologia , Estudos de Coortes , Feminino , Hemangioma Cavernoso do Sistema Nervoso Central/patologia , Humanos , Imageamento por Ressonância Magnética , Masculino , Pessoa de Meia-Idade , Neuroimagem
7.
Eur J Neurol ; 28(11): 3634-3639, 2021 11.
Artigo em Inglês | MEDLINE | ID: mdl-34252263

RESUMO

BACKGROUND AND PURPOSE: Left atrial (LA) cardiac disease is a suspected cause of embolic stroke of undetermined source (ESUS). We tested the hypothesis that LA fibrosis, quantified using late-gadolinium-enhancement magnetic resonance imaging (LGE-MRI), predicts recurrent stroke or atrial fibrillation (AF) in patients with ESUS. METHODS: We compared atrial fibrosis in healthy controls and patients with lacunar stroke, ESUS, and known AF with or without prior stroke. We followed patients with ESUS prospectively for the primary outcome of recurrent ischemic stroke, incident AF, or both. RESULTS: We enrolled 203 patients from three centers: 103 patients without AF (35 healthy controls, 15 with lacunar strokes, 53 with ESUS) and 100 patients with AF (50 with and 50 without prior stroke). Patients with ESUS had significantly higher atrial fibrosis (15.0 ± 6.2%) compared to healthy controls (8.1 ± 7.9%; <0.0001) and compared to lacunar stroke patients (10.8 ± 8.4; p = 0.02), but had comparable fibrosis to patients with AF with (17.9 ± 11.4%) or without prior stroke (16.6 ± 9.2%; p = NS for both). Over a mean follow-up of 19 months, nine of 53 patients (16.9%) with ESUS experienced the combined primary outcome, which included six patients (11.3%) with recurrent ischemic stroke and five patients with incident AF (9.4%). Patients with ESUS with fibrosis ≥12% had a higher proportion of the combined outcome: 25.0% vs. 4.8%; p = 0.039. CONCLUSIONS: Patients with ESUS demonstrate atrial fibrosis comparable to that seen in AF. Atrial fibrosis ≥12% was associated with recurrent stroke, incident AF or both. This subgroup of ESUS patients may benefit from anticoagulation for secondary prevention of ischemic stroke.


Assuntos
Fibrilação Atrial , AVC Embólico , Embolia Intracraniana , Acidente Vascular Cerebral , Fibrilação Atrial/complicações , Fibrose , Humanos , Embolia Intracraniana/complicações , Embolia Intracraniana/diagnóstico por imagem , Imageamento por Ressonância Magnética , Fatores de Risco , Acidente Vascular Cerebral/complicações , Acidente Vascular Cerebral/diagnóstico por imagem
8.
Fam Pract ; 38(1): 56-61, 2021 02 04.
Artigo em Inglês | MEDLINE | ID: mdl-32968806

RESUMO

BACKGROUND: Engaging in unhealthy behaviours [poor diet, insufficient physical activity (PA)] increases risk for recurrent stroke and can be compounded by obesity and diabetes, but the association of obesity and diabetes with poor diet and insufficient PA in stroke survivors is unknown. OBJECTIVE: The purpose of this study was to compare prevalences of low fruit and vegetable consumption (low FV consumption, <1 fruit and <1 vegetable daily) and low physical activity (low PA, <150 minutes of weekly moderate-intensity PA) in stroke survivors, stratified by obesity-diabetes status (neither condition, obesity only, diabetes only, both conditions). METHODS: Cross-sectional data from 32 876 non-institutionalized, US stroke survivors aged ≥45 years from the 2015 and 2017 Behavioral Risk Factor Surveillance System were examined. Weighted, age-adjusted prevalence estimates and adjusted odds ratios (AORs) of the investigated unhealthy behaviours (adjusted for sex, age, race, income, education and marital status) and 95% confidence intervals (CIs) were calculated. RESULTS: Prevalences of low FV consumption and low PA exceeded 50% across all obesity-diabetes categories. Compared with respondents with neither obesity nor diabetes, AORs for low PA were increased for respondents with both obesity and diabetes (2.02, 95% CI: 1.72-2.37) and respondents with obesity only (1.31, 1.13-1.53); AORs for low FV consumption did not differ across obesity-diabetes categories. CONCLUSIONS: Results indicated a joint effect of obesity and diabetes with low PA among stroke survivors. Regardless of obesity-diabetes status, however, prevalence of low FV consumption and low PA exceeded 50%. Targeted interventions that modify these unhealthy behaviours among stroke survivors should be explored.


Assuntos
Diabetes Mellitus , Acidente Vascular Cerebral , Estudos Transversais , Diabetes Mellitus/epidemiologia , Dieta , Exercício Físico , Frutas , Humanos , Obesidade/epidemiologia , Acidente Vascular Cerebral/epidemiologia , Sobreviventes , Verduras
9.
J Stroke Cerebrovasc Dis ; 30(2): 105535, 2021 Feb.
Artigo em Inglês | MEDLINE | ID: mdl-33310595

RESUMO

BACKGROUND: Studies have shown worse outcomes in patients with comorbid ischemic stroke (IS) and coronavirus disease 2019 (COVID-19), but have had small sample sizes. METHODS: We retrospectively identified patients in the Vizient Clinical Data Base® with IS as a discharge diagnosis. The study outcomes were in-hospital death and favorable discharge (home or acute rehabilitation). In the primary analysis, we compared IS patients with laboratory-confirmed COVID-19 (IS-COVID) discharged April 1-July 31, 2020 to pre-COVID IS patients discharged in 2019 (IS controls). In a secondary analysis, we compared a matched cohort of IS-COVID patients to patients within the IS controls who had pneumonia (IS-PNA), created with inverse-probability-weighting (IPW). RESULTS: In the primary analysis, we included 166,586 IS controls and 2086 IS-COVID from 312 hospitals in 46 states. Compared to IS controls, IS-COVID were less likely to have hypertension, dyslipidemia, or be smokers, but more likely to be male, younger, have diabetes, obesity, acute renal failure, acute coronary syndrome, venous thromboembolism, intubation, and comorbid intracerebral or subarachnoid hemorrhage (all p<0.05). Black and Hispanic patients accounted for 21.7% and 7.4% of IS controls, respectively, but 33.7% and 18.5% of IS-COVID (p<0.001). IS-COVID, versus IS controls, were less likely to receive alteplase (1.8% vs 5.6%, p<0.001), mechanical thrombectomy (4.4% vs. 6.7%, p<0.001), to have favorable discharge (33.9% vs. 66.4%, p<0.001), but more likely to die (30.4% vs. 6.5%, p<0.001). In the matched cohort of patients with IS-COVID and IS-PNA, IS-COVID had a higher risk of death (IPW-weighted OR 1.56, 95% CI 1.33-1.82) and lower odds of favorable discharge (IPW-weighted OR 0.63, 95% CI 0.54-0.73). CONCLUSIONS: Ischemic stroke patients with COVID-19 are more likely to be male, younger, and Black or Hispanic, with significant increases in morbidity and mortality compared to both ischemic stroke controls from 2019 and to patients with ischemic stroke and pneumonia.


Assuntos
COVID-19/epidemiologia , AVC Isquêmico/epidemiologia , Adolescente , Adulto , Fatores Etários , Idoso , COVID-19/diagnóstico , COVID-19/mortalidade , COVID-19/terapia , Comorbidade , Bases de Dados Factuais , Feminino , Mortalidade Hospitalar , Humanos , AVC Isquêmico/diagnóstico , AVC Isquêmico/mortalidade , AVC Isquêmico/terapia , Masculino , Pessoa de Meia-Idade , Alta do Paciente , Fatores Raciais , Estudos Retrospectivos , Medição de Risco , Fatores de Risco , Fatores Sexuais , Fatores de Tempo , Resultado do Tratamento , Estados Unidos , Adulto Jovem
10.
Stroke ; 51(12): 3733-3736, 2020 12.
Artigo em Inglês | MEDLINE | ID: mdl-33019896

RESUMO

BACKGROUND AND PURPOSE: Diabetic retinopathy (DR) is a common microvascular complication of diabetes, which causes damage to the retina and may lead to rapid vision loss. Previous research has shown that the macrovascular complications of diabetes, including stroke, are often comorbid with DR. We sought to explore the association between DR and subsequent stroke events. METHODS: This is a secondary analysis of patients enrolled in the ACCORD Eye study (Action to Control Cardiovascular Risk in Diabetes). The primary outcome was stroke during follow-up. The exposure was presence of DR at study baseline. We fit adjusted Cox proportional hazards models to provide hazard ratios for stroke and included interaction terms with the ACCORD randomization arms. RESULTS: We included 2828 patients, in whom the primary outcome of stroke was met by 117 (4.1%) patients during a mean (SD) of 5.4 (1.8) years of follow-up. DR was present in 874 of 2828 (30.9%) patients at baseline and was more common in patients with than without incident stroke (41.0% versus 30.5%; P=0.016). In an adjusted Cox regression model, DR was independently associated with incident stroke (hazard ratio, 1.52 [95% CI, 1.05-2.20]; P=0.026). This association was not affected by randomization arm in the ACCORD glucose (P=0.300), lipid (P=0.660), or blood pressure interventions (P=0.469). CONCLUSIONS: DR is associated with an increased risk of stroke, which suggests that the microvascular pathology inherent to DR has larger cerebrovascular implications. This association appears not to be mediated by serum glucose, lipid, and blood pressure interventions.


Assuntos
Retinopatia Diabética/epidemiologia , Acidente Vascular Cerebral/epidemiologia , Idoso , Feminino , Humanos , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Modelos de Riscos Proporcionais , Fatores de Risco
11.
Stroke ; 50(11): 3170-3176, 2019 11.
Artigo em Inglês | MEDLINE | ID: mdl-31537194

RESUMO

Background and Purpose- Every year in the United States, almost 185 000 ischemic strokes occur in patients with a prior stroke. Recurrent stroke has significantly higher morbidity and mortality. Among modifiable risk factors for recurrent stroke, hypertension is the most prevalent. Reducing systolic blood pressure is standard of care for secondary stroke prevention. Recent literature suggests that increased blood pressure variability (BPV) is associated with primary stroke, although studies have not convincingly shown that it is associated with recurrent stroke, which was the goal of this analysis. Methods- We conducted a secondary analysis of 17 916 patients in the PRoFESS (Prevention Regimen for Effectively Avoiding Second Strokes) trial, which is the largest trial of patients with potential recurrent stroke. We calculated BPV and evaluated its effect on recurrent stroke (composite and stratified by ischemic or hemorrhagic stroke), major cardiovascular events (death from cardiovascular causes, recurrent stroke, myocardial infarction, or new or worsening heart failure), and all-cause death. Results- Both systolic and diastolic BPV were associated with recurrent stroke, major cardiovascular events, and all-cause death. The association with stroke was significant for ischemic, but not hemorrhagic, stroke. For every 10-point increase in BPV (systolic SD, range =0-54.2), the hazard ratio for a recurrent ischemic stroke was 1.15 (95% CI, 1.02-1.32; P=0.02), for major cardiovascular events was 1.19 (95% CI, 1.09-1.31; P<0.001), and for all-cause death was 1.24 (95% CI, 1.10-1.39; P<0.001). Conclusions- Our study adds to the growing body of literature suggesting that BPV is an important and potentially modifiable risk factor for ischemic stroke, cardiovascular events, and all-cause death. Specifically, it is the first study to demonstrate that increased BPV is associated with recurrent ischemic stroke and that diastolic BPV can be as important as systolic BPV. Future work should focus on evaluating whether actively reducing BPV, using widely available and inexpensive antihypertensive medications, reduces the risk of cardiovascular disease.


Assuntos
Pressão Sanguínea , Insuficiência Cardíaca , Hipertensão , Hemorragias Intracranianas , Infarto do Miocárdio , Acidente Vascular Cerebral , Idoso , Idoso de 80 Anos ou mais , Feminino , Insuficiência Cardíaca/etiologia , Insuficiência Cardíaca/mortalidade , Insuficiência Cardíaca/fisiopatologia , Insuficiência Cardíaca/prevenção & controle , Humanos , Hipertensão/complicações , Hipertensão/tratamento farmacológico , Hipertensão/mortalidade , Hipertensão/fisiopatologia , Hemorragias Intracranianas/etiologia , Hemorragias Intracranianas/mortalidade , Hemorragias Intracranianas/fisiopatologia , Hemorragias Intracranianas/prevenção & controle , Masculino , Pessoa de Meia-Idade , Infarto do Miocárdio/etiologia , Infarto do Miocárdio/mortalidade , Infarto do Miocárdio/fisiopatologia , Infarto do Miocárdio/prevenção & controle , Fatores de Risco , Acidente Vascular Cerebral/etiologia , Acidente Vascular Cerebral/mortalidade , Acidente Vascular Cerebral/fisiopatologia , Acidente Vascular Cerebral/prevenção & controle
12.
Magn Reson Med ; 81(4): 2399-2411, 2019 04.
Artigo em Inglês | MEDLINE | ID: mdl-30426558

RESUMO

PURPOSE: To develop a robust multidimensional deep-learning based method to simultaneously generate accurate neurite orientation dispersion and density imaging (NODDI) and generalized fractional anisotropy (GFA) parameter maps from undersampled q-space datasets for use in stroke imaging. METHODS: Traditional diffusion spectrum imaging (DSI) capable of producing accurate NODDI and GFA parameter maps requires hundreds of q-space samples which renders the scan time clinically untenable. A convolutional neural network (CNN) was trained to generated NODDI and GFA parameter maps simultaneously from 10× undersampled q-space data. A total of 48 DSI scans from 15 stroke patients and 14 normal subjects were acquired for training, validating, and testing this method. The proposed network was compared to previously proposed voxel-wise machine learning based approaches for q-space imaging. Network-generated images were used to predict stroke functional outcome measures. RESULTS: The proposed network achieves significant performance advantages compared to previously proposed machine learning approaches, showing significant improvements across image quality metrics. Generating these parameter maps using CNNs also comes with the computational benefits of only needing to generate and train a single network instead of multiple networks for each parameter type. Post-stroke outcome prediction metrics do not appreciably change when using images generated from this proposed technique. Over three test participants, the predicted stroke functional outcome scores were within 1-6% of the clinical evaluations. CONCLUSIONS: Estimates of NODDI and GFA parameters estimated simultaneously with a deep learning network from highly undersampled q-space data were improved compared to other state-of-the-art methods providing a 10-fold reduction scan time compared to conventional methods.


Assuntos
Aprendizado Profundo , Imagem de Difusão por Ressonância Magnética , Redes Neurais de Computação , Neuritos/metabolismo , Acidente Vascular Cerebral/diagnóstico por imagem , Idoso , Algoritmos , Anisotropia , Encéfalo/diagnóstico por imagem , Isquemia Encefálica/diagnóstico por imagem , Feminino , Humanos , Imageamento Tridimensional , Masculino , Pessoa de Meia-Idade , Prognóstico , Reprodutibilidade dos Testes , Resultado do Tratamento
15.
Stroke ; 49(8): 1981-1984, 2018 08.
Artigo em Inglês | MEDLINE | ID: mdl-30012822

RESUMO

Background and Purpose- Increased systolic blood pressure variability (BPV) is associated with worse outcome after acute ischemic stroke and may also have a negative impact after intracerebral hemorrhage. We sought to determine whether increased BPV was detrimental in the ATACH-2 (Antihypertensive Treatment of Acute Cerebral Hemorrhage II) trial. Methods- The primary outcome of our study was a 3-month follow-up modified Rankin Scale of 3 to 6, and the secondary outcome was a utility-weighted modified Rankin Scale. We calculated blood pressure mean and variability using systolic blood pressure from the acute period (2-24 hours postrandomization) and subacute period (days 2, 3, and 7). Results- The acute period included 913 patients and the subacute included 877. For 5 different statistical measures of systolic BPV, there was a consistent association between increased BPV and worse neurological outcome in both the acute and subacute periods. This association was not found for systolic blood pressure mean. Conclusions- In this secondary analysis of ATACH-2, we show that increased systolic BPV is associated with worse long-term neurological outcome. Additional research is needed to find techniques that allow early identification of patients with an expected elevation of BPV and to study pharmacological or protocol-based approaches to minimize BPV.


Assuntos
Anti-Hipertensivos/uso terapêutico , Pressão Sanguínea/fisiologia , Hemorragia Cerebral/diagnóstico por imagem , Hemorragia Cerebral/tratamento farmacológico , Hipertensão/diagnóstico por imagem , Hipertensão/tratamento farmacológico , Idoso , Feminino , Humanos , Masculino , Pessoa de Meia-Idade , Resultado do Tratamento
16.
Stroke ; 49(3): 688-692, 2018 03.
Artigo em Inglês | MEDLINE | ID: mdl-29374105

RESUMO

BACKGROUND AND PURPOSE: Up to 30% of acute stroke evaluations are deemed stroke mimics, and these are common in telestroke as well. We recently published a risk prediction score for use during telestroke encounters to differentiate stroke mimics from ischemic cerebrovascular disease derived and validated in the Partners TeleStroke Network. Using data from 3 distinct US and European telestroke networks, we sought to externally validate the TeleStroke Mimic (TM) score in a broader population. METHODS: We evaluated the TM score in 1930 telestroke consults from the University of Utah, Georgia Regents University, and the German TeleMedical Project for Integrative Stroke Care Network. We report the area under the curve in receiver-operating characteristic curve analysis with 95% confidence interval for our previously derived TM score in which lower TM scores correspond with a higher likelihood of being a stroke mimic. RESULTS: Based on final diagnosis at the end of the telestroke consultation, there were 630 of 1930 (32.6%) stroke mimics in the external validation cohort. All 6 variables included in the score were significantly different between patients with ischemic cerebrovascular disease versus stroke mimics. The TM score performed well (area under curve, 0.72; 95% confidence interval, 0.70-0.73; P<0.001), similar to our prior external validation in the Partners National Telestroke Network. CONCLUSIONS: The TM score's ability to predict the presence of a stroke mimic during telestroke consultation in these diverse cohorts was similar to its performance in our original cohort. Predictive decision-support tools like the TM score may help highlight key clinical differences between mimics and patients with stroke during complex, time-critical telestroke evaluations.


Assuntos
Isquemia Encefálica/diagnóstico , Tomada de Decisões , Acidente Vascular Cerebral/diagnóstico , Telemedicina/métodos , Feminino , Humanos , Masculino , Telemedicina/instrumentação
17.
Arterioscler Thromb Vasc Biol ; 37(10): 1819-1827, 2017 10.
Artigo em Inglês | MEDLINE | ID: mdl-28775073

RESUMO

OBJECTIVE: Blood vessel wall damage often results in the formation of a fibrin clot that traps inflammatory cells, including monocytes. The effect of clot formation and subsequent lysis on the expression of monocyte-derived genes involved in the development and progression of ischemic stroke and other vascular diseases, however, is unknown. Determine whether clot formation and lysis regulates the expression of human monocyte-derived genes that modulate vascular diseases. APPROACH AND RESULTS: We performed next-generation RNA sequencing on monocytes extracted from whole blood clots and using a purified plasma clot system. Numerous mRNAs were differentially expressed by monocytes embedded in clots compared with unclotted controls, and IL-8 (interleukin 8) and MCP-1 (monocyte chemoattractant protein-1) were among the upregulated transcripts in both models. Clotted plasma also increased expression of IL-8 and MCP-1, which far exceeded responses observed in lipopolysaccharide-stimulated monocytes. Upregulation of IL-8 and MCP-1 occurred in a thrombin-independent but fibrin-dependent manner. Fibrinolysis initiated shortly after plasma clot formation (ie, 1-2 hours) reduced the synthesis of IL-8 and MCP-1, whereas delayed fibrinolysis was far less effective. Consistent with these in vitro models, monocytes embedded in unresolved thrombi from patients undergoing thrombectomy stained positively for IL-8 and MCP-1. CONCLUSIONS: These findings demonstrate that clots are potent inducers of monocyte gene expression and that timely fibrinolysis attenuates inflammatory responses, specifically IL-8 and MCP-1. Dampening of inflammatory gene expression by timely clot lysis may contribute to the clinically proven efficacy of fibrinolytic drug treatment within hours of stroke onset.


Assuntos
Coagulação Sanguínea/fisiologia , Quimiocina CCL2/genética , Expressão Gênica , Interleucina-8/genética , Monócitos/metabolismo , Acidente Vascular Cerebral/genética , Acidente Vascular Cerebral/fisiopatologia , Quimiocina CCL2/biossíntese , Humanos , Interleucina-8/biossíntese , Acidente Vascular Cerebral/tratamento farmacológico , Terapia Trombolítica , Trombose/tratamento farmacológico , Trombose/prevenção & controle , Transcrição Gênica
18.
Stroke ; 48(1): e3-e25, 2017 01.
Artigo em Inglês | MEDLINE | ID: mdl-27811332

RESUMO

PURPOSE: Telestroke is one of the most frequently used and rapidly expanding applications of telemedicine, delivering much-needed stroke expertise to hospitals and patients. This document reviews the current status of telestroke and suggests measures for ongoing quality and outcome monitoring to improve performance and to enhance delivery of care. METHODS: A literature search was undertaken to examine the current status of telestroke and relevant quality indicators. The members of the writing committee contributed to the review of specific quality and outcome measures with specific suggestions for metrics in telestroke networks. The drafts were circulated and revised by all committee members, and suggestions were discussed for consensus. RESULTS: Models of telestroke and the role of telestroke in stroke systems of care are reviewed. A brief description of the science of quality monitoring and prior experience in quality measures for stroke is provided. Process measures, outcomes, tissue-type plasminogen activator use, patient and provider satisfaction, and telestroke technology are reviewed, and suggestions are provided for quality metrics. Additional topics include licensing, credentialing, training, and documentation.


Assuntos
American Heart Association , Pessoal de Saúde/normas , Qualidade da Assistência à Saúde/normas , Acidente Vascular Cerebral/terapia , Telemedicina/normas , Pessoal de Saúde/tendências , Humanos , Qualidade da Assistência à Saúde/tendências , Acidente Vascular Cerebral/diagnóstico , Acidente Vascular Cerebral/mortalidade , Telemedicina/tendências , Ativador de Plasminogênio Tecidual/administração & dosagem , Resultado do Tratamento , Estados Unidos/epidemiologia
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