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1.
J Stroke Cerebrovasc Dis ; 33(8): 107787, 2024 Aug.
Artículo en Inglés | MEDLINE | ID: mdl-38806108

RESUMEN

BACKGROUND: Cognitive impairment (CI) and stroke are diseases with significant disparities in race and geography. Post stroke cognitive impairment (PSCI) can be as high as 15-70 % but few studies have utilized large administrative or electronic health records (EHR) to evaluate trends in PSCI. We utilized an EHR database to evaluate for disparities in PSCI in a large sample of patients after first recorded stroke to evaluate for disparities in race. METHODS: This is a retrospective cohort analysis of Cerner Health Facts® EHR database, which is comprised of EHR data from hundreds of hospitals/clinics in the US from 2009-2018. We evaluated patients ≥40 years of age with a first time ischemic stroke (IS) diagnosis for PSCI using ICD9/10 codes for both conditions. Patients with first stroke in the Cerner database and no pre-existing cognitive impairment were included, we compared hazard ratios for developing PSCI for patient characteristics RESULTS: A total of 150,142 IS patients with follow-up data and no pre-existing evidence of CI were evaluated. Traditional risk factors of age, female sex, kidney injury, hypertension, and hyperlipidemia were associated with PSCI. Only African American stroke survivors had a higher probability of developing PSCI compared to White survivors (HR 1.347, 95 % CI (1.270, 1.428)) and this difference was most prominent in the South. Among those to develop PSCI, median time to documentation was 1.8 years in African American survivors. CONCLUSION: In a large national database, African American stroke survivors had a higher probability of PSCI five years after stroke than White survivors.


Asunto(s)
Negro o Afroamericano , Disfunción Cognitiva , Bases de Datos Factuales , Registros Electrónicos de Salud , Población Blanca , Humanos , Femenino , Masculino , Anciano , Persona de Mediana Edad , Estudios Retrospectivos , Factores de Riesgo , Disfunción Cognitiva/epidemiología , Disfunción Cognitiva/diagnóstico , Disfunción Cognitiva/etnología , Estados Unidos/epidemiología , Medición de Riesgo , Incidencia , Disparidades en el Estado de Salud , Accidente Cerebrovascular Isquémico/epidemiología , Accidente Cerebrovascular Isquémico/etnología , Accidente Cerebrovascular Isquémico/diagnóstico , Cognición , Anciano de 80 o más Años , Adulto , Factores de Tiempo , Pronóstico , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/etnología , Accidente Cerebrovascular/diagnóstico , Factores Raciales
2.
J Neurol Neurosurg Psychiatry ; 93(4): 360-368, 2022 04.
Artículo en Inglés | MEDLINE | ID: mdl-35078916

RESUMEN

BACKGROUND: To analyse the clinical characteristics of COVID-19 with acute ischaemic stroke (AIS) and identify factors predicting functional outcome. METHODS: Multicentre retrospective cohort study of COVID-19 patients with AIS who presented to 30 stroke centres in the USA and Canada between 14 March and 30 August 2020. The primary endpoint was poor functional outcome, defined as a modified Rankin Scale (mRS) of 5 or 6 at discharge. Secondary endpoints include favourable outcome (mRS ≤2) and mortality at discharge, ordinal mRS (shift analysis), symptomatic intracranial haemorrhage (sICH) and occurrence of in-hospital complications. RESULTS: A total of 216 COVID-19 patients with AIS were included. 68.1% (147/216) were older than 60 years, while 31.9% (69/216) were younger. Median [IQR] National Institutes of Health Stroke Scale (NIHSS) at presentation was 12.5 (15.8), and 44.2% (87/197) presented with large vessel occlusion (LVO). Approximately 51.3% (98/191) of the patients had poor outcomes with an observed mortality rate of 39.1% (81/207). Age >60 years (aOR: 5.11, 95% CI 2.08 to 12.56, p<0.001), diabetes mellitus (aOR: 2.66, 95% CI 1.16 to 6.09, p=0.021), higher NIHSS at admission (aOR: 1.08, 95% CI 1.02 to 1.14, p=0.006), LVO (aOR: 2.45, 95% CI 1.04 to 5.78, p=0.042), and higher NLR level (aOR: 1.06, 95% CI 1.01 to 1.11, p=0.028) were significantly associated with poor functional outcome. CONCLUSION: There is relationship between COVID-19-associated AIS and severe disability or death. We identified several factors which predict worse outcomes, and these outcomes were more frequent compared to global averages. We found that elevated neutrophil-to-lymphocyte ratio, rather than D-Dimer, predicted both morbidity and mortality.


Asunto(s)
Isquemia Encefálica , COVID-19 , Accidente Cerebrovascular Isquémico , Accidente Cerebrovascular , Isquemia Encefálica/epidemiología , Isquemia Encefálica/etiología , Isquemia Encefálica/virología , COVID-19/complicaciones , Humanos , Accidente Cerebrovascular Isquémico/epidemiología , Accidente Cerebrovascular Isquémico/etiología , Accidente Cerebrovascular Isquémico/virología , Persona de Mediana Edad , Estudios Retrospectivos , SARS-CoV-2 , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/etiología , Accidente Cerebrovascular/virología , Trombectomía , Resultado del Tratamiento
3.
Eur J Neurol ; 29(11): 3273-3287, 2022 11.
Artículo en Inglés | MEDLINE | ID: mdl-35818781

RESUMEN

BACKGROUND AND PURPOSE: Previous studies suggest that mechanisms and outcomes in patients with COVID-19-associated stroke differ from those in patients with non-COVID-19-associated strokes, but there is limited comparative evidence focusing on these populations. The aim of this study, therefore, was to determine if a significant association exists between COVID-19 status with revascularization and functional outcomes following thrombectomy for large vessel occlusion (LVO), after adjustment for potential confounding factors. METHODS: A cross-sectional, international multicenter retrospective study was conducted in consecutively admitted COVID-19 patients with concomitant acute LVO, compared to a control group without COVID-19. Data collected included age, gender, comorbidities, clinical characteristics, details of the involved vessels, procedural technique, and various outcomes. A multivariable-adjusted analysis was conducted. RESULTS: In this cohort of 697 patients with acute LVO, 302 had COVID-19 while 395 patients did not. There was a significant difference (p < 0.001) in the mean age (in years) and gender of patients, with younger patients and more males in the COVID-19 group. In terms of favorable revascularization (modified Thrombolysis in Cerebral Infarction [mTICI] grade 3), COVID-19 was associated with lower odds of complete revascularization (odds ratio 0.33, 95% confidence interval [CI] 0.23-0.48; p < 0.001), which persisted on multivariable modeling with adjustment for other predictors (adjusted odds ratio 0.30, 95% CI 0.12-0.77; p = 0.012). Moreover, endovascular complications, in-hospital mortality, and length of hospital stay were significantly higher among COVID-19 patients (p < 0.001). CONCLUSION: COVID-19 was an independent predictor of incomplete revascularization and poor functional outcome in patients with stroke due to LVO. Furthermore, COVID-19 patients with LVO were more often younger and had higher morbidity/mortality rates.


Asunto(s)
Isquemia Encefálica , COVID-19 , Procedimientos Endovasculares , Accidente Cerebrovascular , COVID-19/complicaciones , Estudios Transversales , Procedimientos Endovasculares/métodos , Humanos , Masculino , Estudios Retrospectivos , Accidente Cerebrovascular/cirugía , Trombectomía/métodos , Resultado del Tratamiento
4.
Stroke ; 52(1): 40-47, 2021 01.
Artículo en Inglés | MEDLINE | ID: mdl-33250041

RESUMEN

BACKGROUND AND PURPOSE: The pandemic caused by the novel coronavirus disease 2019 (COVID-19) has led to an unprecedented paradigm shift in medical care. We sought to evaluate whether the COVID-19 pandemic may have contributed to delays in acute stroke management at comprehensive stroke centers. METHODS: Pooled clinical data of consecutive adult stroke patients from 14 US comprehensive stroke centers (January 1, 2019, to July 31, 2020) were queried. The rate of thrombolysis for nontransferred patients within the Target: Stroke goal of 60 minutes was compared between patients admitted from March 1, 2019, and July 31, 2019 (pre-COVID-19), and March 1, 2020, to July 31, 2020 (COVID-19). The time from arrival to imaging and treatment with thrombolysis or thrombectomy, as continuous variables, were also assessed. RESULTS: Of the 2955 patients who met inclusion criteria, 1491 were admitted during the pre-COVID-19 period and 1464 were admitted during COVID-19, 15% of whom underwent intravenous thrombolysis. Patients treated during COVID-19 were at lower odds of receiving thrombolysis within 60 minutes of arrival (odds ratio, 0.61 [95% CI, 0.38-0.98]; P=0.04), with a median delay in door-to-needle time of 4 minutes (P=0.03). The lower odds of achieving treatment in the Target: Stroke goal persisted after adjustment for all variables associated with earlier treatment (adjusted odds ratio, 0.55 [95% CI, 0.35-0.85]; P<0.01). The delay in thrombolysis appeared driven by the longer delay from imaging to bolus (median, 29 [interquartile range, 18-41] versus 22 [interquartile range, 13-37] minutes; P=0.02). There was no significant delay in door-to-groin puncture for patients who underwent thrombectomy (median, 83 [interquartile range, 63-133] versus 90 [interquartile range, 73-129] minutes; P=0.30). Delays in thrombolysis were observed in the months of June and July. CONCLUSIONS: Evaluation for acute ischemic stroke during the COVID-19 period was associated with a small but significant delay in intravenous thrombolysis but no significant delay in thrombectomy time metrics. Taking steps to reduce delays from imaging to bolus time has the potential to attenuate this collateral effect of the pandemic.


Asunto(s)
COVID-19 , Accidente Cerebrovascular Isquémico/terapia , Tiempo de Tratamiento/estadística & datos numéricos , Adulto , Anciano , Anciano de 80 o más Años , Femenino , Humanos , Masculino , Persona de Mediana Edad , SARS-CoV-2 , Trombectomía/estadística & datos numéricos , Terapia Trombolítica/estadística & datos numéricos
5.
J Stroke Cerebrovasc Dis ; 30(12): 106131, 2021 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-34655973

RESUMEN

OBJECTIVES: Previous studies have shown racial disparities in access to treatment and outcomes in ischemic stroke patients. We sought to define racial disparities in functional outcomes among ischemic stroke patients receiving endovascular thrombectomy (EVT). MATERIALS AND METHODS: We performed a retrospective review of patients in our institution's prospectively collected stroke patient registry from 08/2015 to 06/2019 at 1 comprehensive and 2 thrombectomy-ready stroke centers. We reviewed patients aged ≥ 18 who received mechanical thrombectomy including only patients with race/ethnicity data belonging to the 3 largest race/ethnic groups: Non-Hispanic White (NHW), Non-Hispanic Black (NHB), and Hispanic (HIS). We compared baseline characteristics and performed multivariable logistic regression to evaluate differences in good functional outcome defined as 90-day modified Rankin score (90 day mRS 0-2) as the primary outcome. Secondary outcomes were discharge disposition, length of stay, and excellent functional outcome (90 day mRS 0-1). Results are given as OR [95% CI]. RESULTS: Among 666 patients that met inclusion criteria, 45% were NHW, 30% were NHB, and 19% were HIS. NHB and HIS patients were younger than NHW (average age NHB 62; HIS 64; and NHW 70; p < 0.001). Diabetes was more prevalent in NHB (32%, p = 0.02) and HIS (47%, p < 0.001) compared to NHW (23%). There were no significant racial differences in pre-morbid mRS, arrival NIHSS, tPA treatment rates. There was no difference in primary outcome by race comparing NHW to the other racial groups (OR 1.08 [0.68-1.72]) but compared to HIS patients, NHW had a higher likelihood of the secondary outcome of excellent functional outcome (aOR 2.23 [1.01-4.93]) defined as mRS 0-1. CONCLUSIONS: In this study of over 600 patients treated with EVT, we did not find significant racial disparities in functional outcome except for less excellent functional outcome in HIS compared to NHW. Further study on disparities in post-acute stroke care is needed.


Asunto(s)
Etnicidad , Disparidades en el Estado de Salud , Accidente Cerebrovascular Isquémico , Grupos Raciales , Trombectomía , Negro o Afroamericano/estadística & datos numéricos , Anciano , Etnicidad/estadística & datos numéricos , Hispánicos o Latinos/estadística & datos numéricos , Humanos , Accidente Cerebrovascular Isquémico/etnología , Accidente Cerebrovascular Isquémico/fisiopatología , Accidente Cerebrovascular Isquémico/cirugía , Persona de Mediana Edad , Grupos Raciales/estadística & datos numéricos , Estudios Retrospectivos , Resultado del Tratamiento , Población Blanca/estadística & datos numéricos
6.
J Stroke Cerebrovasc Dis ; 30(1): 105418, 2021 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33152594

RESUMEN

INTRODUCTION: Differences in access to stroke care and compliance with standard of care stroke management among patients of varying racial and ethnic backgrounds and sex are well-characterized. However, little is known on the impact of telestroke in addressing disparities in acute ischemic stroke care. METHODS: We conducted a retrospective review of acute ischemic stroke patients evaluated over our 17-hospital telestroke network in Texas from 2015-2018. Patients were described as Non-Hispanic White (NHW) male or female, Non-Hispanic Black (NHB) male or female, or Hispanic (HIS) male or female. We compared frequency of tPA and mechanical thrombectomy (MT) utilization, door-to-consultation times, door-to-tPA times, and time-to-transfer for patients who went on to MT evaluation at the hub after having been screened for suspected large vessel occlusion at the spoke. RESULTS: Among 3873 patients (including 1146 NHW male (30%) and 1134 NHW female (29%), 405 NHB male (10%) and 491 NHB female (13%), and 358 HIS male (9%) and 339 HIS female (9%) patients), we did not find any differences in door-to consultation time, door-to-tPA time, time-to-transfer, frequency of tPA administration, or incidence of MT utilization. CONCLUSION: We did not find racial, ethnic, and sex disparities in ischemic stroke care metrics within our telestroke network. In order to fully understand how telestroke alleviates disparities in stroke care, collaboration among networks is needed to formulate a multicenter telestroke database similar to the Get-With-The Guidelines.


Asunto(s)
Negro o Afroamericano , Prestación Integrada de Atención de Salud , Disparidades en Atención de Salud/etnología , Hispánicos o Latinos , Accidente Cerebrovascular Isquémico/terapia , Telemedicina , Población Blanca , Anciano , Femenino , Humanos , Accidente Cerebrovascular Isquémico/diagnóstico , Accidente Cerebrovascular Isquémico/etnología , Masculino , Persona de Mediana Edad , Transferencia de Pacientes , Factores Raciales , Sistema de Registros , Estudios Retrospectivos , Factores Sexuales , Texas/epidemiología , Trombectomía , Terapia Trombolítica , Tiempo de Tratamiento
7.
Stroke ; 51(2): 663-665, 2020 02.
Artículo en Inglés | MEDLINE | ID: mdl-31771461

RESUMEN

Background and Purpose- There is uncertainty among many emergency medicine physicians about the decision to give intravenous tPA (tissue-type plasminogen activator), which limits its use. A checklist approach has been suggested as a solution. We compared agreement on tPA treatment in suspected acute ischemic stroke patients between emergency medicine residents (EMRs) using a checklist and vascular neurology fellows (VNFs). Methods- Every suspected acute stroke patient brought to our comprehensive stroke center emergency room within 4.5 hours from symptom onset was prospectively evaluated simultaneously and independently by VNFs and EMRs. The latter used a tPA screening checklist, which included guideline exclusion criteria to help with their treatment decision. Agreement was determined using kappa (k) statistics. Results- Over 6 months, 60 patients were enrolled; 10% large vessel atherosclerosis, 18% cardioembolism, 12% small vessel, 12% cryptogenic, and 47% mimic. Forty-two percent were deemed tPA eligible by the EMR, 30% by the VNF, and 37% by the vascular neurology faculty. There were no complications in any tPA-treated patients. Agreement was substantial between EMR and VNF (κ=0.68 [95% CI, 0.49-0.87]) and between EMR and vascular neurology faculty (κ=0.69 [95% CI, 0.50-0.87]). Stroke mimics were the main cause of disagreement between EMR and VNF (κ=0.24 [95% CI, -0.15 to 0.63]) and between EMR and vascular neurology faculty (κ=0.35 [95% CI, -0.08 to 0.78]). Conclusions- Our data suggest that with the aid of a checklist, EMRs can accurately treat stroke patients with tPA. Areas for improvement include recognition of stroke mimics. Further studies are warranted to evaluate checklist-enhanced tPA treatment to allay emergency medicine physician uncertainty and expand the use of tPA.


Asunto(s)
Isquemia Encefálica/tratamiento farmacológico , Fibrinolíticos/uso terapéutico , Médicos , Accidente Cerebrovascular/tratamiento farmacológico , Activador de Tejido Plasminógeno/uso terapéutico , Administración Intravenosa/métodos , Medicina de Emergencia/métodos , Servicio de Urgencia en Hospital/estadística & datos numéricos , Fibrinolíticos/administración & dosificación , Humanos , Masculino , Persona de Mediana Edad , Accidente Cerebrovascular/diagnóstico , Activador de Tejido Plasminógeno/administración & dosificación
9.
Cerebrovasc Dis ; 41(5-6): 248-55, 2016.
Artículo en Inglés | MEDLINE | ID: mdl-26820826

RESUMEN

OBJECTIVE: Recent evidence suggests that a potential harmful relationship exists between cannabis use and ischemic stroke. The purpose of this study was to determine the implications of cannabis use in intracerebral hemorrhage (ICH) patients. METHODS: An analysis of an international, multicenter, observational database of consecutive patients with spontaneous ICH was conducted. We extracted the following characteristics on presentation: demographics, risk factors, antiplatelet or anticoagulant use, Glasgow Coma Scale, ICH score, neuroimaging parameters, and urine toxicology screen (UTS) results. Modified Rankin Scale (mRS) score was utilized for determination of outcome at discharge. Adjusted logistic ordinal regression was used as shift analysis to assess the impact of cannabis use on mRS score at discharge. The adjusted common OR measured the likelihood that cannabis use would lead to lower mRS scores. RESULTS: Within a cohort of 725 spontaneous ICH patients, UTS was positive for cannabinoids in 8.6%. Cannabinoids-positive (CB+) patients were more frequently Caucasian (p < 0.001), younger (p < 0.001), and had lower median ICH scores on admission (p = 0.017) than those who were cannabinoids-negative. CB+ patients also showed a shift toward better outcome in the distribution of mRS categories, with an adjusted common OR of 0.544 (95% CI 0.330-0.895, p = 0.017). CONCLUSION: In this multinational cohort, cannabis use was discovered in nearly 10% of patients with spontaneous ICH. Although there was no relationship between cannabis use and specific ICH characteristics, CB+ patients had milder ICH presentation and less disability at discharge.


Asunto(s)
Hemorragia Cerebral/complicaciones , Abuso de Marihuana/complicaciones , Fumar Marihuana/efectos adversos , Anciano , Hemorragia Cerebral/diagnóstico por imagen , Hemorragia Cerebral/terapia , Distribución de Chi-Cuadrado , Bases de Datos Factuales , Evaluación de la Discapacidad , Europa (Continente) , Femenino , Humanos , Modelos Logísticos , Masculino , Abuso de Marihuana/diagnóstico , Persona de Mediana Edad , Análisis Multivariante , Oportunidad Relativa , Pronóstico , Sistema de Registros , Factores de Riesgo , Índice de Severidad de la Enfermedad , América del Sur , Detección de Abuso de Sustancias , Factores de Tiempo , Estados Unidos
10.
Curr Opin Crit Care ; 21(2): 91-8, 2015 Apr.
Artículo en Inglés | MEDLINE | ID: mdl-25689126

RESUMEN

PURPOSE OF REVIEW: Large hemispheric infarction is a devastating disease that continues to be associated with significant mortality and morbidity. Most often these patients are admitted to the ICU requiring significant physician and nursing resources. This review will address some of the ICU management issues and review the evidence supporting medical and surgical management of malignant cerebral edema. RECENT FINDINGS: The most recent changes in management of large hemispheric infarct include the American Heart Association and Neurocritical Care Guidelines. These guidelines address airway management and mechanical ventilation, blood pressure control, fluid management, and glucose and temperature control. In addition, they addressed the indication for surgical management of cerebral edema. We review the recent guidelines updates and trials of surgical management of large hemispheric infarcts. SUMMARY: Large hemispheric infarcts continue to have significant morbidity and mortality. Recent guidelines have provided an excellent framework to help intensivists manage these complicated patients. Recent surgical data continue to support early hemicraniectomy even in elderly patients.


Asunto(s)
Anticoagulantes/uso terapéutico , Infarto Cerebral/terapia , Edema Encefálico/etiología , Edema Encefálico/cirugía , Infarto Cerebral/complicaciones , Infarto Cerebral/diagnóstico , Craniectomía Descompresiva/métodos , Adhesión a Directriz , Guías como Asunto , Humanos , Unidades de Cuidados Intensivos
11.
Curr Neurol Neurosci Rep ; 15(12): 77, 2015 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-26486791

RESUMEN

The risk of cerebrovascular disease is increased among rheumatoid arthritis (RA) patients and remains an underserved area of medical need. Only a minor proportion of RA patients achieve suitable stroke prevention. Classical cardiovascular risk factors appear to be under-diagnosed and undertreated among patients with RA. Reducing the inflammatory burden is also necessary to lower the cardiovascular risk. An adequate control of disease activity and cerebrovascular risk assessment using national guidelines should be recommended for all patients with RA. For patients with a documented history of cerebrovascular or cardiovascular risk factors, smoking cessation and corticosteroids and non-steroidal anti-inflammatory drugs at the lowest dose possible are crucial. Risk score models should be adapted for patients with RA by introducing a 1.5 multiplication factor, and their results interpreted to appropriately direct clinical care. Statins, angiotensin-converting enzyme inhibitors, and angiotensin-II receptor blockers are preferred treatment options. Biologic and non-biologic disease-modifying anti-rheumatic drugs should be initiated early to mitigate the necessity of symptom control drugs and to achieve early alleviation of the inflammatory state. Early control can improve vascular compliance, decrease atherosclerosis, improve overall lipid and metabolic profiles, and reduce the incidence of heart disease that may lead to atrial fibrillation. In patients with significant cervical spine involvement, early intervention and improved disease control are necessary and may prevent further mechanical vascular injury.


Asunto(s)
Artritis Reumatoide/complicaciones , Accidente Cerebrovascular/prevención & control , Animales , Antirreumáticos/uso terapéutico , Humanos , Factores de Riesgo , Accidente Cerebrovascular/complicaciones , Factor de Necrosis Tumoral alfa/antagonistas & inhibidores
12.
Heliyon ; 10(10): e31124, 2024 May 30.
Artículo en Inglés | MEDLINE | ID: mdl-38774335

RESUMEN

Background: Stroke is an important cause of morbidity in pediatrics. Large studies are needed to better understand the epidemiology, pathogenesis and risk factors associated with pediatric stroke. Large administrative datasets can provide information on risk factors in perinatal and childhood stroke at low cost. The aim of this hypothesis-generating study was to use a large administrative dataset to assess for prevalence and odds-ratios of rare exposures associated with pediatric stroke. Methods: The data for patients aged 0-18 with a diagnosis of either ischemic stroke or intracranial hemorrhage were extracted from the Cerner Health Facts EMR Database from 2000 to 2018. Prevalence of various possible risk factors for pediatric and adult stroke was assessed using ICD 9 and 10 codes. Odds ratios were calculated using a control group of patients without stroke. Results: 10,688 children were identified with stroke. 6339 (59 %) were ischemic and 4349 (41 %) were hemorrhagic. The most frequently identified risk factors for ischemic stroke across age groups were hypertension (29-44 %), trauma (19-33 %), and malignancy (11-24 %). The most common risk factors seen with hemorrhagic stroke were trauma (32-64 %), malignancy (5-19 %) and arrhythmia (9-12 %). Odds ratios across all age groups for dyslipidemia (17-64), hypertension (20-63), and tobacco exposure (3-59) were high in the ischemic stroke cohort. Conclusion: This is the largest retrospective study of pediatric stroke of its kind from hospitals across the US in both academic and non-academic clinical settings. Much of our data was consistent with prior studies. ICD codes for tobacco exposure, hyperlipidemia, diabetes, and hypertension all had high odds ratios for stroke in children, which suggest a relationship between these conditions and pediatric stroke. However, ascertainment bias is a major concern with electronic health record-based studies. More focused study is needed into the role of these exposures into the pathogenesis of pediatric stroke.

13.
PLOS Digit Health ; 2(12): e0000400, 2023 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-38055677

RESUMEN

Aneurysmal subarachnoid hemorrhage (aSAH) develops quickly once it occurs and threatens the life of patients. We aimed to use machine learning to predict mortality for SAH patients at an early stage which can help doctors make clinical decisions. In our study, we applied different machine learning methods to an aSAH cohort extracted from a national EHR database, the Cerner Health Facts EHR database (2000-2018). The outcome of interest was in-hospital mortality, as either passing away while still in the hospital or being discharged to hospice care. Machine learning-based models were primarily evaluated by the area under the receiver operating characteristic curve (AUC). The population size of the SAH cohort was 6728. The machine learning methods achieved an average of AUCs of 0.805 for predicting mortality with only the initial 24 hours' EHR data. Without losing the prediction power, we used the logistic regression to identify 42 risk factors, -examples include age and serum glucose-that exhibit a significant correlation with the mortality of aSAH patients. Our study illustrates the potential of utilizing machine learning techniques as a practical prognostic tool for predicting aSAH mortality at the bedside.

14.
J Child Neurol ; 38(3-4): 206-215, 2023 03.
Artículo en Inglés | MEDLINE | ID: mdl-37122177

RESUMEN

BACKGROUND: Perinatal stroke occurs in approximately 1 in 1100 live births. Large electronic health record (EHR) data can provide information on exposures associated with perinatal stroke in a larger number of patients than is achievable through traditional clinical studies. The objective of this study is to assess prevalence and odds ratios of known and theorized comorbidities with perinatal ischemic and hemorrhagic stroke. METHODS: The data for patients aged 0-28 days with a diagnosis of either ischemic or hemorrhagic stroke were extracted from the Cerner Health Facts Electronic Medical Record (EMR) database. Incidence of birth demographics and perinatal complications were recorded. Odds ratios were calculated against a control group. RESULTS: A total of 535 (63%) neonates were identified with ischemic stroke and 312 (37%) with hemorrhagic stroke. The most common exposures for ischemic stroke were sepsis (n = 82, 15.33%), hypoxic injury (n = 61, 11.4%), and prematurity (n = 49, 9.16%). The most common comorbidities for hemorrhagic stroke were prematurity (n = 81, 26%) and sepsis (n = 63, 20%). No perinatal ischemic stroke patients had diagnosis codes for cytomegalovirus disease. Procedure and diagnosis codes related to critical illness, including intubation and resuscitation, were prominent in both hemorrhagic (n = 46, 15%) and ischemic stroke (n = 45, 8%). CONCLUSION: This electronic health record-based study of perinatal stroke, the largest of its kind, demonstrated a wide variety of comorbid conditions with ischemic and hemorrhagic stroke. Sepsis, prematurity, and hypoxic injury are associated with perinatal hemorrhagic and ischemic stroke, though prevalence varies between types. Much of our data were similar to prior studies, which lends validity to the electronic health record database in studying perinatal stroke.


Asunto(s)
Accidente Cerebrovascular Hemorrágico , Enfermedades del Recién Nacido , Accidente Cerebrovascular Isquémico , Sepsis , Accidente Cerebrovascular , Recién Nacido , Humanos , Accidente Cerebrovascular Isquémico/complicaciones , Registros Electrónicos de Salud , Accidente Cerebrovascular Hemorrágico/complicaciones , Accidente Cerebrovascular/complicaciones , Accidente Cerebrovascular/epidemiología
15.
Int J Stroke ; 17(3): 354-361, 2022 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-33724081

RESUMEN

BACKGROUND: Recent studies have shown that tPA can be safely administered past the standard 4.5 h window with good outcomes when selected with multi-model imaging, which is often lacking outside of comprehensive stroke centers. AIM: We aim to analyze the safety and outcomes of wake up/unknown onset (WUS/UNK) patients treated based on non-contrast head CT (NCCT) at our institution and in the literature. METHODS: Suspected stroke patients from January 2015 to December 2018 receiving tPA within 4.5 h (standard window-SW) and with WUS/UNK based on NCCT and clinical-imaging mismatch were identified. We compared baseline characteristics, tPA metrics, and outcome data, with primary outcome as symptomatic intracerebral hemorrhage (sICH). A meta-analysis was performed evaluating NCCT-based treatment of WUS/UNK patients. RESULTS: Of 1827 patients treated at our hub or through telestroke, 93 underwent WUS/UNK-based treatment. There was no statistical difference in sICH between WUS/UNK and SW: 1% vs. 4% (OR 0.3; 95% confidence interval 0.0-1.9). 90-day modified Rankin scale outcomes were similar between SW and WUS/UNK-treated patients. Seven studies encompassing 485 WUS/UNK patients were included in a pooled analysis with a 2.1% incidence of sICH. In our meta-analysis, three studies compared NCCT-based treated WUS/UNK patients with SW patients with no difference in rate of hemorrhage: 2.1% vs 3.4% (OR 1.01; 95% confidence interval 0.45-2.28). INTERPRETATION: Our single-center analysis and meta-analysis suggest that tPA can be safely administered based on NCCT with comparable rates of sICH for select WUS/UNK stroke patients.


Asunto(s)
Accidente Cerebrovascular , Activador de Tejido Plasminógeno , Hemorragia Cerebral/inducido químicamente , Hemorragia Cerebral/diagnóstico por imagen , Hemorragia Cerebral/tratamiento farmacológico , Fibrinolíticos/uso terapéutico , Humanos , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/etiología , Terapia Trombolítica/efectos adversos , Activador de Tejido Plasminógeno/uso terapéutico , Tomografía Computarizada por Rayos X , Resultado del Tratamiento
16.
Neurol Clin Pract ; 12(6): e181-e188, 2022 Dec.
Artículo en Inglés | MEDLINE | ID: mdl-36540152

RESUMEN

Background and Objectives: Community emergency departments often transfer patients for lack of neurology coverage, potentially burdening patients and accepting facilities. Telestroke improves access to acute stroke care, but there is a lack of data on inpatient teleneurology and telestroke care. Methods: From our prospective telestroke registry, we retrospectively reviewed 3702 consecutive patients who were seen via telestroke between September 2015 and December 2018. Patients who required transfer after initial telestroke evaluation or who were kept at hospitals without consistent neurology coverage were excluded from analysis. We compared baseline demographics, clinical characteristics, and hospital outcomes in patients who were subsequently followed remotely by a teleneurology neurohospitalist and those followed in person by a neurohospitalist. Results: There were 447 (23%) patients followed by a teleneurology neurohospitalist and 1459 (77%) patients followed in person by a neurohospitalist. Both groups presented with similar stroke severity. In multivariate analysis, there were no significant differences in discharge disposition, stroke readmission rates, or 90-day modified Rankin Scale (mRS) scores. Length of stay was shorter with teleneurology follow-up. In the subgroup of patients who received tissue plasminogen activator, patients showed no differences in outcomes and had similar complication rates. Teleneurology follow-up resulted in a 3% transfer rate for higher level of care after admission. There remained no difference in outcomes in a subanalysis without Comprehensive Stroke Centers. A higher proportion of non-Hispanic Black patients and a lower proportion of Hispanic patients in the teleneurology follow-up group were possibly due to spoke location demographics. Discussion: Teleneurology follow-up resulted in comparable outcomes to in-person neurology follow-up, with few transfers after admission. For select neurology and ischemic stroke patients, teleneurology follow-up provides an alternative to transfer for hospitals lacking neurology coverage.

17.
J Neurol ; 269(2): 603-608, 2022 Feb.
Artículo en Inglés | MEDLINE | ID: mdl-34333701

RESUMEN

INTRODUCTION: We have demonstrated in a multicenter cohort that the COVID-19 pandemic has led to a delay in intravenous thrombolysis (IVT) among stroke patients. Whether this delay contributes to meaningful short-term outcome differences in these patients warranted further exploration. METHODS: We conducted a nested observational cohort study of adult acute ischemic stroke patients receiving IVT from 9 comprehensive stroke centers across 7 U.S states. Patients admitted prior to the COVID-19 pandemic (1/1/2019-02/29/2020) were compared to patients admitted during the early pandemic (3/1/2020-7/31/2020). Multivariable logistic regression was used to estimate the effect of IVT delay on discharge to hospice or death, with treatment delay on admission during COVID-19 included as an interaction term. RESULTS: Of the 676 thrombolysed patients, the median age was 70 (IQR 58-81) years, 313 were female (46.3%), and the median NIHSS was 8 (IQR 4-16). Longer treatment delays were observed during COVID-19 (median 46 vs 38 min, p = 0.01) and were associated with higher in-hospital death/hospice discharge irrespective of admission period (OR per hour 1.08, 95% CI 1.01-1.17, p = 0.03). This effect was strengthened after multivariable adjustment (aOR 1.15, 95% CI 1.07-1.24, p < 0.001). There was no interaction of treatment delay on admission during COVID-19 (pinteraction = 0.65). Every one-hour delay in IVT was also associated with 7% lower odds of being discharged to home or acute inpatient rehabilitation facility (aOR 0.93, 95% CI 0.89-0.97, p < 0.001). CONCLUSION: Treatment delays observed during the COVID-19 pandemic led to greater early mortality and hospice care, with a lower probability of discharge to home/rehabilitation facility. There was no effect modification of treatment delay on admission during the pandemic, indicating that treatment delay at any time contributes similarly to these short-term outcomes.


Asunto(s)
Isquemia Encefálica , COVID-19 , Neurología , Accidente Cerebrovascular , Adulto , Anciano , Isquemia Encefálica/complicaciones , Isquemia Encefálica/tratamiento farmacológico , Isquemia Encefálica/epidemiología , Femenino , Mortalidad Hospitalaria , Humanos , Pandemias , Estudios Retrospectivos , SARS-CoV-2 , Accidente Cerebrovascular/complicaciones , Accidente Cerebrovascular/tratamiento farmacológico , Accidente Cerebrovascular/epidemiología , Terapia Trombolítica , Resultado del Tratamiento
18.
J Neurointerv Surg ; 14(1)2022 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-33558439

RESUMEN

BACKGROUND: Unprecedented workflow shifts during the coronavirus disease 2019 (COVID-19) pandemic have contributed to delays in acute care delivery, but whether it adversely affected endovascular thrombectomy metrics in acute large vessel occlusion (LVO) is unknown. METHODS: We performed a retrospective review of observational data from 14 comprehensive stroke centers in nine US states with acute LVO. EVT metrics were compared between March to July 2019 against March to July 2020 (primary analysis), and between state-specific pre-peak and peak COVID-19 months (secondary analysis), with multivariable adjustment. RESULTS: Of the 1364 patients included in the primary analysis (51% female, median NIHSS 14 [IQR 7-21], and 74% of whom underwent EVT), there was no difference in the primary outcome of door-to-puncture (DTP) time between the 2019 control period and the COVID-19 period (median 71 vs 67 min, P=0.10). After adjustment for variables associated with faster DTP, and clustering by site, there remained a trend toward shorter DTP during the pandemic (ßadj=-73.2, 95% CI -153.8-7.4, Pp=0.07). There was no difference in DTP times according to local COVID-19 peaks vs pre-peak months in unadjusted or adjusted multivariable regression (ßadj=-3.85, 95% CI -36.9-29.2, P=0.80). In this final multivariable model (secondary analysis), faster DTP times were significantly associated with transfer from an outside institution (ßadj=-46.44, 95% CI -62.8 to - -30.0, P<0.01) and higher NIHSS (ßadj=-2.15, 95% CI -4.2to - -0.1, P=0.05). CONCLUSIONS: In this multi-center study, there was no delay in EVT among patients treated for intracranial occlusion during the COVID-19 era compared with the pre-COVID era.


Asunto(s)
COVID-19 , Procedimientos Endovasculares , Neurología , Accidente Cerebrovascular , Benchmarking , Femenino , Humanos , Masculino , Estudios Retrospectivos , SARS-CoV-2 , Accidente Cerebrovascular/diagnóstico por imagen , Accidente Cerebrovascular/cirugía , Trombectomía , Tiempo de Tratamiento , Resultado del Tratamiento
19.
Neurosurgery ; 90(6): 725-733, 2022 06 01.
Artículo en Inglés | MEDLINE | ID: mdl-35238817

RESUMEN

BACKGROUND: The mechanisms and outcomes in coronavirus disease (COVID-19)-associated stroke are unique from those of non-COVID-19 stroke. OBJECTIVE: To describe the efficacy and outcomes of acute revascularization of large vessel occlusion (LVO) in the setting of COVID-19 in an international cohort. METHODS: We conducted an international multicenter retrospective study of consecutively admitted patients with COVID-19 with concomitant acute LVO across 50 comprehensive stroke centers. Our control group constituted historical controls of patients presenting with LVO and receiving a mechanical thrombectomy between January 2018 and December 2020. RESULTS: The total cohort was 575 patients with acute LVO; 194 patients had COVID-19 while 381 patients did not. Patients in the COVID-19 group were younger (62.5 vs 71.2; P < .001) and lacked vascular risk factors (49, 25.3% vs 54, 14.2%; P = .001). Modified thrombolysis in cerebral infarction 3 revascularization was less common in the COVID-19 group (74, 39.2% vs 252, 67.2%; P < .001). Poor functional outcome at discharge (defined as modified Ranklin Scale 3-6) was more common in the COVID-19 group (150, 79.8% vs 132, 66.7%; P = .004). COVID-19 was independently associated with a lower likelihood of achieving modified thrombolysis in cerebral infarction 3 (odds ratio [OR]: 0.4, 95% CI: 0.2-0.7; P < .001) and unfavorable outcomes (OR: 2.5, 95% CI: 1.4-4.5; P = .002). CONCLUSION: COVID-19 was an independent predictor of incomplete revascularization and poor outcomes in patients with stroke due to LVO. Patients with COVID-19 with LVO were younger, had fewer cerebrovascular risk factors, and suffered from higher morbidity/mortality rates.


Asunto(s)
Isquemia Encefálica , COVID-19 , Accidente Cerebrovascular , Isquemia Encefálica/etiología , Infarto Cerebral/etiología , Humanos , Estudios Retrospectivos , Accidente Cerebrovascular/etiología , Trombectomía/efectos adversos , Resultado del Tratamiento
20.
J Neurol Sci ; 420: 117265, 2021 01 15.
Artículo en Inglés | MEDLINE | ID: mdl-33333324

RESUMEN

BACKGROUND: Laboratory factors associated with hemorrhagic conversion (HC) after Intravenous thrombolysis with rtPA (IVT) for Acute Ischemic Stroke (AIS) remain nebulous despite advances in our knowledge of AIS. This study aimed to investigate the laboratory factors predisposing to HC in AIS patients receiving IVT. METHODS: We retrospectively reviewed the medical records of patients who received IV tPA for AIS at our comprehensive stroke center over a 9.6-year period. Besides age, gender, NIHSS, history of diabetes mellitus (DM), history of atrial fibrillation (Afib), we gathered their laboratory data including International Normalized Ratio (INR), lipid panel, serum albumin, serum creatinine, hemoglobin A1c (HbA1c), and admission blood glucose. Post-thrombolysis brain imagings were reviewed to evaluate for symptomatic ICH (sICH). The mean values of above mentioned laboratory data were compared between the group with sICH and patients with no sICH. Univariate and multivariate logistic regression were performed to evaluate the association of the laboratory findings with presence of sICH. sICH was defined as ICH causing an increase in NIHSS ≥4. RESULTS: Of the 794 subjects in this study 51 (6.4%) had sICH. In the univariate analysis, patients who developed sICH had significantly higher NIHSS on admission (14.2 ± 5.4 vs 11.2 ± 6.5, p < .001), LDL-cholesterol (113.3 mg/dl ±36.9 vs. 101.8 mg/dl ± 38.2, p = .032), HbA1c (6.9% ± 2.3 vs. 6.1 ± 1.3, p = .003) and lower levels of Albumin (3.5 g/dl ±0.4 vs. 3.9 g/dl ± 0.5, p < .001). Furthermore, a higher prevalence of history of DM (45% vs. 21.6%, p = .020) and Afib (25.4% vs. 10.4%, p = .028) was found in subjects who developed sICH. There were no significant group differences regarding age, sex, total cholesterol, blood glucose on admission, serum creatinine or INR levels (p > .05). After adjusting for multiple covariates, lower Albumin level and and higher HbA1c were significantly associated with an increased risk for sICH development (p < .05). Chances of sICH increased by 33% for every 1 g/dl below a normal albumin level of 4.0 g/dl (p < .05). CONCLUSION: Lower endogenous albumin level and higher HbA1c have shown to predispose to a higher risk of sICH after IVT for AIS and might be good predictors of sICH post IVT.


Asunto(s)
Isquemia Encefálica , Accidente Cerebrovascular , Isquemia Encefálica/complicaciones , Isquemia Encefálica/tratamiento farmacológico , Fibrinolíticos/efectos adversos , Humanos , Hemorragias Intracraneales/inducido químicamente , Hemorragias Intracraneales/tratamiento farmacológico , Hemorragias Intracraneales/epidemiología , Laboratorios , Estudios Retrospectivos , Factores de Riesgo , Accidente Cerebrovascular/tratamiento farmacológico , Terapia Trombolítica/efectos adversos , Activador de Tejido Plasminógeno/efectos adversos , Resultado del Tratamiento
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