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1.
AJR Am J Roentgenol ; 221(5): 673-686, 2023 Nov.
Article in English | MEDLINE | ID: mdl-37255044

ABSTRACT

BACKGROUND. Multisociety guidelines recommend urgent brain and neurovascular imaging for patients with transient ischemic attack (TIA), to identify and treat modifiable stroke risk factors. Prior research suggests that most patients with TIA who present to the emergency department (ED) do not receive prompt neurovascular imaging. OBJECTIVE. The purpose of this study was to evaluate the association between incomplete neurovascular imaging workup during ED encounters for TIA and the odds of subsequent stroke. METHODS. This retrospective study obtained data from the Medicare Standard Analytical Files for calendar years 2016 and 2017; these files contain 100% samples of claims for Medicare beneficiaries. Information was extracted using ICD 10th revision (ICD-10) and CPT codes. Those patients who were discharged from an ED encounter with a TIA diagnosis and who underwent brain CT or brain MRI during or within 2 days of the encounter were identified. Patients were considered to have complete neurovascular imaging if they underwent cross-sectional vascular imaging of both the brain (brain CTA or brain MRA) and neck (neck CTA, neck MRA, or carotid ultrasound) during or within 2 days of the encounter. The association between incomplete neurovascular imaging and a new stroke diagnosis within the subsequent 90 days was tested by multivariable logistic regression analysis. RESULTS. The sample included 111,417 patients (47,370 men, 64,047 women; 26.0% older than 84 years) who had TIA ED encounters. A total of 37.3% of patients (41,592) had an incomplete neurovascular imaging workup. A new stroke diagnosis within 90 days of the TIA ED encounter occurred in 4.4% (3040/69,825) of patients with complete neurovascular imaging versus 7.0% (2898/41,592) of patients with incomplete neurovascular imaging. Incomplete neurovascular imaging was associated with increased likelihood of stroke within 90 days (OR, 1.30 [95% CI, 1.23-1.38]) after adjustment for patient characteristics (age, sex, race and ethnicity, high-risk comorbidities, median county household income) and hospital characteristics (region, rurality, number of beds, major teaching hospital designation). CONCLUSION. TIA ED encounters with incomplete neurovascular imaging were associated with higher odds of subsequent stroke occurring within 90 days. CLINICAL IMPACT. Increased access to urgent neurovascular imaging for patients with TIA may represent a target that could facilitate detection and treatment of modifiable stroke risk factors.

2.
Am J Emerg Med ; 74: 95-99, 2023 12.
Article in English | MEDLINE | ID: mdl-37802001

ABSTRACT

INTRODUCTION: Recognition of stroke by Emergency Medical Services (EMS) is critical to initiate rapid emergency department treatment. Most prehospital stroke screening tools rely heavily on presentation with the classic symptoms of facial droop, speech changes, unilateral weakness. However, women may be less likely to present with classic symptoms and may also have different distributions of stroke by anatomical location. This study seeks to determine the association between biological sex, presentation with classic symptoms, and the location of the infarcted tissue. METHODS: This is a retrospective cohort study. Data from electronic health records were extracted for patients with acute ischemic stroke who presented via EMS to a single Comprehensive Stroke Center between January 1, 2018 and December 31, 2020. We used descriptive statistics characterize the cohort. Multivariable logistic regression identified factors associated with classic symptom presentation (facial droop, speech changes, and/or unilateral weakness). Biological sex, location of the infarct, stroke etiology, age and the interaction between sex and infarct location were assessed as covariates. RESULTS: There were 364 (58.6%) males and 257 (41.1%) females with an acute ischemic stroke included in this study. EMS documented one or more classic symptoms in 125 (72.3%) males and 161 (67.9%) females. There were no baseline differences in infarct location or presentation with classic symptoms as documented by EMS comparing males and females. Multivariate logistic regression found no association between biological sex and presentation with classic symptoms (Odds Ratio 1.08; 95% CI 0.58 to 1.55) after controlling for age, stroke location, etiology of stroke or the interaction between sex and infarct location. Presence of an anterior circulation infarct compared to posterior circulation infarct was positively associated with a classic presentation to EMS (Odds Ratio 3.41; 95% CI 2.15 to 5.41). CONCLUSIONS: This study found no difference in the frequency of patient presentation with classic stroke symptoms based on biological sex alone, nor a significant different in distribution of infarcts between males and females. Infarct location (i.e., involving the anterior circulation) was associated with a classic presentation. This suggests that the likelihood of presenting with classic stroke symptoms is not influenced by sex, but rather the location of the infarct.


Subject(s)
Brain Ischemia , Ischemic Stroke , Stroke , Humans , Male , Female , Brain Ischemia/therapy , Retrospective Studies , Sex Characteristics , Stroke/diagnosis , Stroke/therapy , Infarction
3.
Stroke ; 53(2): 319-327, 2022 02.
Article in English | MEDLINE | ID: mdl-35073188

ABSTRACT

BACKGROUND AND PURPOSE: Recent evidence suggests that young women (18-45 years) may be at higher risk of ischemic strokes than men of the same age. The goal of this systematic review is to reconcile and synthesize existing evidence of sex differences among young adults with ischemic strokes. METHODS: We searched PubMed from January 2008 to July 2021 for relevant articles and reviews and consulted their references. We included original studies that (1) were population based and (2) reported stroke incidence by sex or sex-specific incidence rate ratios of young adults ≤45 years. We excluded studies that (1) omitted measurements of error for incidence rates or incidence rate ratios, (2) omitted age adjustment, and (3) were not in English. Statistical synthesis was performed to estimate sex difference by age group (≤35, 35-45, and ≤45) and stroke type. RESULTS: We found 19 studies that reported on sex-specific stroke incidence among young adults, including 3 that reported on overlapping data. Nine studies did not find a statistically significant sex difference among young adults ≤45 years. Three studies found higher rates of ischemic stroke among men among young adults ≥30 to 35 years. Four studies found more women with ischemic strokes among young adults ≤35 years. Overall, in young adults ≤35 years, the estimated effect size favored more ischemic strokes in women (incidence rate ratio, 1.44 [1.18-1.76], I2=82%) and a nonsignificant sex difference in young adults 35 to 45 years (incidence rate ratio, 1.08 [0.85-1.38], I2=95%). CONCLUSIONS: Overall, there were 44% more women ≤35 years with ischemic strokes than men. This gap narrows in young adults, 35 to 45 years, and there is conflicting evidence whether more men or women have ischemic strokes in the 35 to 45 age group.


Subject(s)
Ischemic Stroke/epidemiology , Adult , Age Factors , Female , Humans , Incidence , Ischemic Stroke/therapy , Male , Risk Assessment , Sex Characteristics , Sex Factors , Young Adult
4.
J Stroke Cerebrovasc Dis ; 31(3): 106278, 2022 Mar.
Article in English | MEDLINE | ID: mdl-34998044

ABSTRACT

OBJECTIVES: Emergency Medicine Service (EMS) providers play a pivotal role in early identification and initiation of treatment for stroke. The objective of this study is to characterize nationwide EMS practices for suspected stroke and assess for gender-based differences in compliance with American Stroke Association (ASA) guidelines. MATERIALS AND METHODS: Using the 2019-2020 National Emergency Medical Services Information System (NEMSIS) Datasets, we identified encounters with an EMS designated primary impression of stroke. We characterized patient characteristics and EMS practices and assessed compliance with eight metrics for "guideline-concordant" care. Multivariable logistic regression modeled the association between gender and the primary outcome (guideline-concordant care), adjusted for age, EMS level of service, EMS geographical region, region type (i.e. urban or rural), and year. RESULTS: Of 693,177 encounters with a primary impression of stroke, overall compliance with each performance metric ranged from 18% (providing supplemental oxygen when the pulse oximetry is less than 94%) to 76% (less than 90sec from incoming call to EMS dispatch). 2,382 (0.39%) encounters were fully guideline-concordant. Women were significantly less likely than men to receive guideline-concordant care (adjusted OR 0.82, 95% CI 0.75-0.89; 0.36% women, 0.43% men with guideline-concordant care). CONCLUSIONS: A minority of patients received prehospital stroke care that was documented to be compliant with ASA guidelines. Women were less likely to receive fully guideline-compliant care compared to men, after controlling for confounders, although the difference was small and of uncertain climical importance. Further studies are needed to evaluate the underlying reasons for this disparity, its impact on patient outcomes, and to identify potential targeted interventions to improve prehospital stroke care.


Subject(s)
Emergency Medical Services , Guideline Adherence , Stroke , Emergency Medical Dispatch , Female , Guideline Adherence/statistics & numerical data , Humans , Information Systems , Male , Practice Guidelines as Topic , Stroke/diagnosis , Stroke/therapy , United States
5.
J Stroke Cerebrovasc Dis ; 30(4): 105605, 2021 Apr.
Article in English | MEDLINE | ID: mdl-33482567

ABSTRACT

BACKGROUND: Pneumonia, the most common post-acute ischemic stroke (AIS) infection, accounts for up to 30% of deaths after a stroke. Multiple chronic inflammatory diseases, such as rheumatoid arthritis, psoriasis, and inflammatory bowel disease, are associated with increased risk of stroke and stroke morbidity. This study assessed the relationship between chronic inflammatory diseases and stroke-associated pneumonia (SAP). METHODS: Using data from the 2015-2017 National Inpatient Sample, we classified hospital discharges with a diagnosis of AIS as having ulcerative colitis, Crohn's disease, rheumatoid arthritis, psoriasis, systemic lupus erythematosus, other chronic inflammatory diseases, multiple chronic inflammatory diseases, or none. With multivariable logistic regression, we assessed for associations between chronic inflammatory disease and in-hospital SAP or death. RESULTS: Among AIS discharges, there was a decreased risk of SAP among those with psoriasis or other chronic inflammatory diseases (adjusted odds ratio (aOR) 0.70, 95%CI 0.63-0.99; aOR 0.64, 95%CI, 0.46-0.89, respectively), compared to those without psoriasis and without other chronic inflammatory disease, respectively. Rheumatoid arthritis, psoriasis, and other chronic inflammatory diseases were associated with reduced in-hospital mortality (aOR 0.89, 95%CI 0.78-1.00; aOR 0.77, 95%CI 0.59-1.00; aOR 0.69, 95%CI 0.50-0.94, respectively). CONCLUSIONS: The risk of SAP and in-hospital mortality varies by chronic inflammatory disease - psoriasis and other chronic inflammatory diseases are associate with reduced rates of SAP, whereas rheumatoid arthritis, psoriasis and other chronic inflammatory disease were associated with reduced in-hospital mortality. Further investigations are needed to determine a relationship between the potential role of immunomodulation and the reduction in SAP and mortality in chronic inflammatory diseases.


Subject(s)
Inflammation/epidemiology , Pneumonia/epidemiology , Stroke/epidemiology , Adolescent , Adult , Aged , Aged, 80 and over , Chronic Disease , Databases, Factual , Female , Hospital Mortality , Humans , Inflammation/diagnosis , Inflammation/mortality , Inpatients , Male , Middle Aged , Pneumonia/diagnosis , Pneumonia/mortality , Retrospective Studies , Risk Assessment , Risk Factors , Stroke/diagnosis , Stroke/mortality , United States/epidemiology , Young Adult
6.
J Stroke Cerebrovasc Dis ; 30(10): 106030, 2021 Oct.
Article in English | MEDLINE | ID: mdl-34403842

ABSTRACT

OBJECTIVE: To determine the feasibility of using a machine learning algorithm to screen for large vessel occlusions (LVO) in the Emergency Department (ED). MATERIALS AND METHODS: A retrospective cohort of consecutive ED stroke alerts at a large comprehensive stroke center was analyzed. The primary outcome was diagnosis of LVO at discharge. Components of the National Institutes of Health Stroke Scale (NIHSS) were used in various clinical methods and machine learning algorithms to predict LVO, and the results were compared with the baseline method (aggregate NIHSS score with threshold of 6). The Area-Under-Curve (AUC) was used to measure the overall performance of the models. Bootstrapping (n = 1000) was applied for the statistical analysis. RESULTS: Of 1133 total patients, 67 were diagnosed with LVO. A Gaussian Process (GP) algorithm significantly outperformed other methods including the baseline methods. AUC score for the GP algorithm was 0.874 ± 0.025, compared with the simple aggregate NIHSS score, which had an AUC score of 0.819 ± 0.024. A dual-stage GP algorithm is proposed, which offers flexible threshold settings for different patient populations, and achieved an overall sensitivity of 0.903 and specificity of 0.626, in which sensitivity of 0.99 was achieved for high-risk patients (defined as initial NIHSS score > 6). CONCLUSION: Machine learning using a Gaussian Process algorithm outperformed a clinical cutoff using the aggregate NIHSS score for LVO diagnosis. Future studies would be beneficial in exploring prospective interventions developed using machine learning in screening for LVOs in the emergent setting.


Subject(s)
Cerebrovascular Disorders/diagnosis , Disability Evaluation , Emergency Service, Hospital , Machine Learning , Cerebrovascular Disorders/physiopathology , Cerebrovascular Disorders/therapy , Feasibility Studies , Female , Functional Status , Humans , Male , Middle Aged , Predictive Value of Tests , Prognosis , Retrospective Studies
7.
Stroke ; 51(8): 2563-2567, 2020 08.
Article in English | MEDLINE | ID: mdl-32646324

ABSTRACT

BACKGROUND AND PURPOSE: Multiple societal guidelines recommend urgent brain and neurovascular imaging in patients with transient ischemic attack (TIA) to identify and treat risk factors that may lead to future stroke. The purpose of this study was to evaluate whether national imaging utilization for workup of TIA complies with society guidelines. METHODS: Analysis utilized the Nationwide Emergency Department Sample. Primary analysis was performed on a 2017 cohort, and secondary trend analysis was performed on cohorts from 2006 to2017. Patients diagnosed and discharged from emergency departments with TIA were identified using International Classification of Diseases, Ninth Revision and Tenth Revision codes. Brain and neurovascular imaging obtained during the encounter was identified using Current Procedural Terminology codes. Demographics, health insurance, patient income, and hospital-type covariates were analyzed using a hierarchical multivariable logistic regression analysis to identify predictors of obtaining neurovascular imaging during an emergency department encounter. RESULTS: In 2017, there were 167 999 patients evaluated and discharged from emergency departments with TIA. The percentage of patients receiving brain and neurovascular imaging was 78.5% and 43.2%, respectively. The most common imaging workup utilized was a solitary computed tomography-brain without any neurovascular imaging (30.9% of encounters). Decreased odds of obtaining neurovascular imaging was observed in Medicaid patients (odds ratio, 0.65 [95% CI, 0.58-0.74]), rural hospitals (odds ratio, 0.26 [95% CI, 0.17-0.41]), nontrauma centers (odds ratio, 0.40 [95% CI, 0.21-0.74]), and weekend encounters (odds ratio, 0.91 [95% CI, 0.85-0.96]). Trend analysis demonstrated a steady rise in brain and neurovascular imaging in 2006 from 34.9% and 6.8% of encounters, respectively, to 78.5% and 43.2% of encounters in 2017. CONCLUSIONS: Compliance with imaging guidelines is improving; however, the majority of TIA patients discharged from the emergency department do not receive recommended neurovascular imaging during their encounter. Follow-up studies are needed to determine whether delayed or incomplete vascular screening increases the risk of future stroke.


Subject(s)
Emergency Service, Hospital/standards , Ischemic Attack, Transient/diagnostic imaging , Ischemic Attack, Transient/epidemiology , Neuroimaging/standards , Practice Guidelines as Topic/standards , Aged , Aged, 80 and over , Cohort Studies , Female , Follow-Up Studies , Humans , Male , Middle Aged , Neuroimaging/methods , Patient Discharge/standards , United States/epidemiology
8.
Stroke ; 51(11): 3352-3355, 2020 11.
Article in English | MEDLINE | ID: mdl-32942966

ABSTRACT

BACKGROUND AND PURPOSE: Cardiovascular risk factors, which are overall more prevalent in men, are considered the major risk factors for strokes among young adults. However, recent European data found the incidence of strokes to be higher in young women. Using a large US claims sample, we examined sex differences in the index stroke rate of young adults. METHODS: We performed a retrospective cohort study of enrollees in a 10% random sample of PharMetrics, a nationally representative claims database of insured Americans from 2001 to 2014. Outcomes were index ischemic stroke events, based on inpatient admissions using International Classification of Diseases-Ninth Revision codes. The index stroke rate was estimated from Poisson rate models with time varying covariates for 2-year periods, stratified by sex and age groups. RESULTS: We identified 20 554 index strokes (50.4% women; mean age 63) including 5198 in young adults ages 15 to 54. There was no difference by sex in the index stroke rate in the extremes of age groups 15 to 24 and ≥75 years old. However, in the 25 to 34 and 35 to 44 year age groups, more women had strokes than men (incidence rate ratio: men:women, 0.70 [95% CI, 0.57-0.86]; 0.87 [95% CI, 0.78-0.98], respectively). In contrast, in the 45 to 54, 55 to 64, and 65 to 74 year age groups, more men had strokes (incidence rate ratio, 1.25 [95% CI, 1.16-1.33]; 1.41 [95% CI, 1.18-1.34]; 1.18 [95% CI, 1.12-125], respectively). CONCLUSIONS: More young women than men have strokes, suggesting possible importance of sex-mediated etiologies of stroke. Understanding these drivers is critical to stroke treatment and prevention efforts in young adults.


Subject(s)
Ischemic Stroke/epidemiology , Adolescent , Adult , Age Distribution , Aged , Cohort Studies , Female , Humans , Male , Middle Aged , Retrospective Studies , Sex Distribution , Stroke/epidemiology , United States/epidemiology , Young Adult
9.
Stroke ; 49(6): 1443-1450, 2018 06.
Article in English | MEDLINE | ID: mdl-29720435

ABSTRACT

BACKGROUND AND PURPOSE: Percutaneous transcatheter closure of patent foramen ovale (PFO closure) plus antiplatelet therapy has been shown to reduce the risk of recurrent stroke compared with medical therapy alone in carefully selected patients after cryptogenic stroke presumed to be from paradoxical embolism. Our objective was to determine the cost-effectiveness of PFO closure after cryptogenic stroke compared with conservative medical management from a US healthcare payer perspective. METHODS: A decision analytic Markov model estimated the 15-year cost and outcomes associated with the additional benefit of PFO closure compared with medical management alone. Model inputs were obtained from published literature, national databases, and a meta-analysis of 5 published randomized clinical trials on PFO closure. Health outcomes were measured in quality-adjusted life years (QALY). Cost-effectiveness used the incremental cost per QALY gained, whereas the net monetary benefit assumed a willingness to pay of $150 000/QALY. One-way and probabilistic sensitivity analyses estimated the uncertainty of model results. RESULTS: At 15 years, PFO closure compared with medical therapy alone improved QALY by 0.33 at a cost saving of $3568, representing an incremental net monetary benefit of $52 761 (95% interval -$8284 to $158 910). When the meta-analysis hazard ratio for stroke was increased to the 95% interval's upper bound of 0.77, one-way sensitivity analyses suggested that PFO closure's cost-effectiveness was $458 558 per additional QALY. Probabilistic sensitivity analysis suggested cost-effectiveness in 90% of simulation runs. CONCLUSIONS: PFO closure for cryptogenic strokes in the right setting is cost-effective, producing benefit in QALYs gained and potential cost savings. However, patient selection remains vitally important as marginal declines in treatment effectiveness can dramatically affect cost-effectiveness.


Subject(s)
Cost-Benefit Analysis , Foramen Ovale, Patent/drug therapy , Secondary Prevention , Stroke/drug therapy , Cardiac Catheterization/economics , Cardiac Catheterization/methods , Foramen Ovale, Patent/complications , Humans , Proportional Hazards Models , Risk Factors , Secondary Prevention/methods , Stroke/complications , Stroke/prevention & control , Treatment Outcome
11.
J Stroke Cerebrovasc Dis ; 25(10): 2399-404, 2016 Oct.
Article in English | MEDLINE | ID: mdl-27363622

ABSTRACT

BACKGROUND AND OBJECTIVE: Infectious complications after ischemic stroke are frequent and lead to neurological deterioration, poor functional outcomes, and higher mortality. Local and systemic inflammatory responses to brain ischemia differ between males and females, but little is known about differences in poststroke susceptibility to infection by sex. The purpose of this study was to compare sex-related differences in the risk of hospital-acquired sepsis and pneumonia after acute ischemic stroke (AIS). MATERIALS AND METHODS: This is a retrospective, secondary analysis of the 2010-2011 California State Inpatient Database. Previously validated International Classification of Disease, Ninth Revision (ICD-9) codes were used to identify adult hospitalizations for AIS. The primary outcome was hospital-acquired sepsis or pneumonia, also identified using ICD-9 codes. Associations between sex and hospital-acquired sepsis or pneumonia were adjusted for baseline characteristics and comorbidities using multivariable logistic regression. RESULTS: There were 91,643 hospitalizations for AIS included in this analysis, of which 1027 had hospital-acquired sepsis and 1225 had hospital-acquired pneumonia. The in-hospital mortality without infection was 4.6%; the presence of hospital-acquired infections was associated with higher mortality for sepsis (32.7%) and pneumonia (21.9%). Female (versus male) sex was associated with lower adjusted odds of hospital-acquired sepsis (odds ratio [OR] .74, 95% confidence interval [CI] .65-.84) and pneumonia (OR .69, 95% CI .62-.78). This difference was similar across age strata. Among hospitalizations with either hospital-acquired sepsis or pneumonia, sex did not influence mortality. CONCLUSIONS: Female sex was associated with a lower risk of hospital-acquired sepsis and pneumonia after AIS. Further investigation is needed to determine the mechanisms underlying this clinical observation.


Subject(s)
Brain Ischemia/epidemiology , Cross Infection/epidemiology , Pneumonia/epidemiology , Sepsis/epidemiology , Stroke/epidemiology , Aged , Aged, 80 and over , Brain Ischemia/diagnosis , Brain Ischemia/mortality , California/epidemiology , Comorbidity , Cross Infection/diagnosis , Cross Infection/mortality , Databases, Factual , Female , Hospital Mortality , Humans , Logistic Models , Male , Middle Aged , Multivariate Analysis , Odds Ratio , Pneumonia/diagnosis , Pneumonia/mortality , Retrospective Studies , Risk Assessment , Risk Factors , Sepsis/diagnosis , Sepsis/mortality , Sex Factors , Stroke/diagnosis , Stroke/mortality , Time Factors
12.
Neurohospitalist ; 14(2): 182-185, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38666277

ABSTRACT

A single center had a collaborative, multidisciplinary review to determine how to best implement new acute ischemic stroke trials involving large vessel occlusions. A flow diagram process map was created for clinical decision support. Patients were divided into four groups based upon size of infarct and timing of presentation. The process map, available in the electronic health record (EHR) for clinicians to reference, guides the selection of patients for endovascular therapy with neuroimaging. In addition, the process map offers guidance for discussions with families and patients experiencing large vessel occlusions with both small and large core infarcts. This manuscript describes the process of creating the process map through a multidisciplinary review and discussion, with points of controversy and how these were addressed.

13.
Article in English | MEDLINE | ID: mdl-38946610

ABSTRACT

Introduction: Females suffer greater lifetime risk of stroke and greater morbidity and mortality from stroke compared with males. This study's objective was to identify differences in metabolomic profiling of females and males with stroke and which differences were associated with neurological outcome. Methods: Females and males with acute ischemic stroke enrolled in the Emergency Medicine Specimen Bank at a comprehensive stroke center provided whole blood samples upon arrival for mass spectrometry-based metabolomics. We used descriptive statistics to characterize the cohort. A linear regression model was fit for individual metabolites to determine differences in relative abundance between males and females while controlling for covariates (age, race/ethnicity, postmenopausal status, cardiovascular risk factors, depression, time between sample collection and last known well, and initial National Institutes of Health Stroke Scale [NIHSS] score). For each differentially expressed metabolite, a linear regression model was fit to determine the association between the metabolite and NIHSS at 24 hours after admission while controlling for the covariates and acute treatments. Results: After adjusting for covariates, eight metabolites differed in females and males with a stroke. These included amino acids or their metabolites (proline and tryptophan), nucleotides (guanosine diphosphate [GDP], and inosine-3',5'-cyclic monophosphate), citrate, dehydroascorbate, choline, and acylcarnitine-(5-OH). GDP and dehydroascorbate were significantly associated with 24-hour NIHSS (p = 0.0991). Conclusions: Few metabolites were differentially abundant in blood after a stroke when comparing females with males and controlling for confounders, but the interactions between biological sex and GDP, as well as biological sex and dehydroascorbate, were associated with 24-hour neurological function. This has important implications for future studies that evaluate the therapeutic potential of these metabolites in ischemic stroke.

14.
Circ Cardiovasc Qual Outcomes ; 17(4): e010307, 2024 Apr.
Article in English | MEDLINE | ID: mdl-38529631

ABSTRACT

BACKGROUND: Despite women having fewer traditional risk factors (eg, hypertension, diabetes), strokes are more common in women than men aged ≤45 years. This study examined the contributions of traditional and nontraditional risk factors (eg, migraine, thrombophilia) in the development of strokes among young adults. METHODS: This retrospective case-control study used Colorado's All Payer Claims Database (2012-2019). We identified index stroke events in young adults (aged 18-55 years), matched 1:3 to stroke-free controls, by (1) sex, (2) age±2 years, (3) insurance type, and (4) prestroke period. All traditional and nontraditional risk factors were identified from enrollment until a stroke or proxy-stroke date (defined as the prestroke period). Conditional logistic regression models stratified by sex and age group first assessed the association of stroke with counts of risk factors by type and then computed their individual and aggregated population attributable risks. RESULTS: We included 2618 cases (52% women; 73.3% ischemic strokes) and 7827 controls. Each additional traditional and nontraditional risk factors were associated with an increased risk of stroke in all sex and age groups. In adults aged 18 to 34 years, more strokes were associated with nontraditional (population attributable risk: 31.4% men and 42.7% women) than traditional risk factors (25.3% men and 33.3% women). The contribution of nontraditional risk factors declined with age (19.4% men and 27.9% women aged 45-55 years). The contribution of traditional risk factors peaked among patients aged 35 to 44 years (32.8% men and 39.7% women). Hypertension was the most important traditional risk factor and increased in contribution with age (population attributable risk: 27.8% men and 26.7% women aged 45 to 55 years). Migraine was the most important nontraditional risk factor and decreased in contribution with age (population attributable risk: 20.1% men and 34.5% women aged 18-35 years). CONCLUSIONS: Nontraditional risk factors were as important as traditional risk factors in the development of strokes for both young men and women and have a stronger association with the development of strokes in adults younger than 35 years of age.


Subject(s)
Hypertension , Migraine Disorders , Stroke , Male , Humans , Female , Young Adult , Adult , Case-Control Studies , Retrospective Studies , Stroke/diagnosis , Stroke/epidemiology , Risk Factors , Hypertension/diagnosis , Hypertension/epidemiology , Sex Factors
15.
J Neurol Sci ; 459: 122946, 2024 Apr 15.
Article in English | MEDLINE | ID: mdl-38493733

ABSTRACT

BACKGROUND: The ability to recognize and address bias is an important communication skill not typically addressed during training. We describe the design of an educational curriculum that aims to identify and change behavior related to diversity, equity, and inclusion (DEI). "DEI at the Bedside" uses the existing infrastructure of bedside teaching and provides a tool to normalize DEI discussions and develop skills to address bias during a neurology inpatient rotation. METHODS: As part of traditional clinical rounds, team members on an inpatient service shared experiences with DEI topics, including bias. The team developed potential responses should they encounter a similar situation in the future. We report the results of our needs assessment and curriculum development to evaluate the feasibility of incorporating a DEI educational curriculum in the neurology inpatient setting. RESULTS: Forty-two DEI experiences were recorded. Medical students were the most frequent discussants (44%). Direction of bias occurred between healthcare team members (33%), against patients (31%), and patients against healthcare team members (28%). Experiences ranged from microaggressions to explicit comments of racism, sexism, and homophobia. CONCLUSIONS: Based on needs assessment data, we developed a DEI educational curriculum for the inpatient neurology setting aimed to improve knowledge and skills related to DEI topics as well as to normalize conversation of DEI in the clinical setting. Additional study will demonstrate whether this initiative translates into measurable and sustained improvement in knowledge of how bias and disparity show up in the clinical setting and behavioral intent to discuss and address them.


Subject(s)
Education, Medical , Neurology , Humans , Diversity, Equity, Inclusion , Inpatients , Communication
16.
Stroke ; 43(6): 1484-9, 2012 Jun.
Article in English | MEDLINE | ID: mdl-22442167

ABSTRACT

BACKGROUND AND PURPOSE: Dizziness can herald a cerebrovascular event. The ABCD(2) score predicts the risk of stroke after transient ischemic attack partly by distinguishing transient ischemic attack from mimics. We evaluated whether this score would also identify cerebrovascular events among emergency department patients with dizziness. METHODS: We retrospectively identified consecutive adults presenting to a university emergency department with a primary symptom of dizziness, vertigo, or imbalance. Two neurologists independently reviewed medical records to determine whether the presenting symptom was caused by a cerebrovascular event (ischemic stroke, transient ischemic attack, or intracranial hemorrhage). ABCD(2) scores were then assigned using clinical information from the medical record. The ability of the score to discriminate between patients with cerebrovascular events and those with other diagnoses was quantified using the c statistic. RESULTS: Among 907 dizzy patients (mean age, 59 years; 58% female), 37 (4.1%) had a cerebrovascular cause, the majority of which were ischemic strokes (n=24). The median ABCD(2) score was 3 (interquartile range, 3-4). The ABCD(2) score predicted ultimate diagnosis of a cerebrovascular event (c statistic, 0.79; 95% CI, 0.73-0.85). Only 5 of 512 (1.0%) patients with a score of ≤ 3 had a cerebrovascular event compared to 25 of 369 patients (6.8%) with a score of 4 or 5 and 7 of 26 patients (27.0%) with a score of 6 or 7. CONCLUSIONS: The ABCD(2) score may provide useful information on dizzy emergency department patients at low-risk for having a cerebrovascular diagnosis and may aid frontline providers in acute management if validated prospectively.


Subject(s)
Brain Ischemia/diagnosis , Brain Ischemia/epidemiology , Dizziness/diagnosis , Dizziness/epidemiology , Stroke/diagnosis , Stroke/epidemiology , Adult , Aged , Brain Ischemia/physiopathology , Dizziness/complications , Dizziness/physiopathology , Emergency Medical Services , Female , Humans , Male , Middle Aged , Risk Factors , Stroke/etiology , Stroke/physiopathology
17.
JAMA Neurol ; 79(9): 901-910, 2022 09 01.
Article in English | MEDLINE | ID: mdl-35913708

ABSTRACT

Importance: Arterial ischemic stroke (AIS) incidence has decreased overall in recent decades yet has increased in young adults. The potential associations with atherosclerotic risk factors (ARFs) remain unknown. Objective: To assess the ages at which ARFs may be risk factors associated with AIS. Design, Setting, and Participants: A nested case-control study was conducted within Kaiser Permanente Northern California (KPNC) from January 1, 2000, through December 31, 2014. Data were analyzed from 2019 to 2022. Cases were identified using diagnostic codes and radiology reports. A total of 2 to 3 controls per case, matched on age and enrollment dates, were randomly identified and confirmed as stroke-free by medical record review. Only ARFs documented prior to stroke diagnosis (or the same date in controls) were considered to ensure the same period of observation. Comparisons were stratified by decade of life. Cases and controls were selected from the KPNC population (4.7 million children and 7.5 million young adults). Medical record review was conducted of all children (aged 29 days to 19 years) and a sample of young adults (aged 20-49 years) with International Classification of Diseases, Ninth Revision code or radiology text string search suggestive of AIS. Stroke-free controls were randomly selected. Exposures: Hypertension, hyperlipidemia, diabetes, obesity, and smoking history. Main Outcomes and Measures: Odds of AIS. In all analyses, cases and controls were compared using logistic regression. Results: A total of 141 pediatric cases (69 [48.9%] aged 29 days to 9 years; 72 [51.1%] aged 10-19 years) and 364 pediatric controls (168 [46.2%] aged 0-9 years; 196 [53.8%] aged 10-19 years) and 455 young adult cases (71 [15.6%] aged 20-29 years; 144 [31.6%] aged 30-39 years; and 240 [52.7%] aged 40-49 years) and 1018 young adult controls (121 [11.9%] aged 20-29 years; 298 [29.3%] aged 30-39 years; and 599 [58.8%] aged 40-49 years) were identified. The percent of the cases that were male or female did not differ from the percent in the control group. The odds ratio (OR) of having any ARFs on AIS was 1.87 (95% CI, 0.72-4.88) for age range 0 to 9 years; OR, 1.00 (95% CI, 0.51-1.99) for age range 10 to 19 years; OR, 2.3 (95% CI, 1.17- 4.51) for age range 20 to 29 years; OR, 3.57 (95% CI, 2.34-5.45) for age range 30 to 39 years; and OR, 4.91 (95% CI, 3.52-6.86) for age range 40 to 49 years. The risk associated with multiple ARFs was OR, 5.29 (95% CI, 0.47-59.4) for age range 0 to 9 years; OR, 2.75 (95% CI, 0.77-9.87) for age range 10 to 19 years; OR, 7.33 (95% CI, 1.92-27.9) for age range 20 to 29 years; OR, 9.86 (95% CI, 4.96-19.6) for age range 30 to 39 years; and OR, 9.35 (95% CI, 6.31-13.8) for age range 40 to 49 years. The ARF findings by both definitions were significant in all young adult groups. Atherosclerosis was the presumed etiology in 0% of cases in the age group 0 to 9 years, 1.4% in the age group 10 to 19 years, 8.5% in the age group 20 to 29 years, 21.5% in the age group 30 to 39 years, and 42.5% in the age group 40 to 49 years. Conclusions and Relevance: Although atherosclerosis may not be a common cause of AIS in children or in early young adulthood, findings of this study suggest that ARFs associated with stroke in older adults are present in childhood and increase with age. Efforts to reduce these risk factors should begin as early as possible.


Subject(s)
Atherosclerosis , Ischemic Stroke , Stroke , Adult , Aged , Atherosclerosis/complications , Atherosclerosis/diagnostic imaging , Atherosclerosis/epidemiology , Case-Control Studies , Child , Child, Preschool , Female , Humans , Infant , Infant, Newborn , Ischemic Stroke/diagnostic imaging , Ischemic Stroke/epidemiology , Male , Prevalence , Risk Factors , Stroke/diagnostic imaging , Stroke/epidemiology , Stroke/etiology , Young Adult
18.
Front Neurol ; 13: 1026431, 2022.
Article in English | MEDLINE | ID: mdl-36504643

ABSTRACT

Women continue to face a greater lifetime morbidity and mortality from stroke and have been shown to respond differently to stroke treatments compared to men. Since 2016, updated National Institutes of Health (NIH) policies require research studies to consider sex as a biological variable. However, the way in which this policy affects study design, analysis, and reporting is variable, with few studies performing and reporting a subgroup analysis based on biological sex. In acute ischemic stroke, the underlying biological explanation for sex-based differences in patient outcomes and response to treatments remains understudied. We performed a systematic review of preclinical and clinical research studies that explored sex differences in the metabolic response to acute ischemic stroke as it relates to neurological outcomes. Through a literature search in Ovid Medline, Embase, and Web of Science, 1,004 potential references were identified for screening. After abstract and full-text review, we identified only two studies which assessed metabolic response to acute ischemic stroke (within 72 h of last known well) and neurological outcome [Barthel Index, modified Rankin Scale (mRS) or an equivalent in preclinical models] and reported results based on biological sex. One article was a preclinical rat model and the other a clinical cohort study. In both studies, metabolites involved in amino acid metabolism, energy metabolism, fat metabolism, or oxidative stress were identified. We review these results and link to additional articles that use metabolomics to identify metabolites differentially expressed by sex or regulated based on stroke outcomes, but not both. The results of this systematic review should not only help identify targets in need of further investigation to improve the understanding of sex differences in the pathophysiology of acute ischemic stroke, but also highlight the critical need to expand the incorporation of sex as a biological variable in acute stroke research beyond simply including both sexes and reporting the proportion of males/females in each population studied.

19.
J Am Coll Radiol ; 19(8): 957-966, 2022 08.
Article in English | MEDLINE | ID: mdl-35724735

ABSTRACT

PURPOSE: Imaging guidelines for transient ischemic attack (TIA) recommend that patients undergo urgent brain and neurovascular imaging within 48 hours of symptom onset. Prior research suggests that most patients with TIA discharged from the emergency department (ED) do not complete recommended TIA imaging workup during their ED encounters. The purpose of this study was to determine the nationwide percentage of patients with TIA discharged from EDs with incomplete imaging workup who complete recommended imaging after discharge. METHODS: Patients discharged from EDs with the diagnosis of TIA were identified from the Medicare 5% sample for 2017 and 2018 using International Classification of Diseases, tenth rev, Clinical Modification codes. Imaging performed was identified using Current Procedural Terminology codes. Incomplete imaging workup was defined as a TIA encounter without cross-sectional brain, brain-vascular, and neck-vascular imaging performed within the subsequent 30 days of the initial ED encounter. Patient- and hospital-level factors associated with incomplete TIA imaging were analyzed in a multivariable logistic regression. RESULTS: In total, 6,346 consecutive TIA encounters were analyzed; 3,804 patients (59.9%) had complete TIA imaging workup during their ED encounters. Of the 2,542 patients discharged from EDs with incomplete imaging, 761 (29.9%) completed imaging during the subsequent 30 days after ED discharge. Among patients with TIA imaging workup completed after ED discharge, the median time to completion was 5 days. For patients discharged from EDs with incomplete imaging, the odds of incomplete TIA imaging at 30 days after discharge were highest for black (odds ratio, 1.84; 95% confidence interval, 1.27-2.66) and older (≥85 years of age; odds ratio, 2.41; 95% confidence interval, 1.78-3.26) patients. Reference values were age cohort 65 to 69 years; male gender; white race; no co-occurring diagnoses of hypertension, hyperlipidemia, or diabetes mellitus; household income > $63,029; hospital in the Northeast region; urban hospital location; hospital size > 400 beds; academically affiliated hospital; and facility with access to MRI. CONCLUSIONS: Most patients discharged from EDs with incomplete TIA imaging workup do not complete recommended imaging within 30 days after discharge.


Subject(s)
Ischemic Attack, Transient , Stroke , Aged , Cross-Sectional Studies , Emergency Service, Hospital , Humans , Ischemic Attack, Transient/diagnostic imaging , Ischemic Attack, Transient/epidemiology , Male , Medicare , Patient Discharge , Retrospective Studies , United States
20.
Stroke ; 42(1): 44-7, 2011 Jan.
Article in English | MEDLINE | ID: mdl-21106958

ABSTRACT

BACKGROUND AND PURPOSE: clinical scores help predict outcome after transient ischemic attack (TIA), and imaging studies may improve the accuracy of predictions. Intracranial large vessel occlusion (LVO) predicts poor outcome after stroke, but the natural history of symptomatic intracranial LVO in patients with TIA is unknown. METHODS: we studied patients presenting with TIA in the STOP Stroke Study, a prospective imaging-based study of stroke outcomes. All patients underwent brain CTA. If an intracranial vascular occlusion was found in an appropriate territory to account for clinical findings, then it was judged to be a symptomatic LVO. Baseline characteristics, follow-up events, and outcomes were collected. Characteristics of patients with and without LVO were compared using χ(2) and t tests. Predictors of LVO were analyzed by univariate and multivariate analysis. LVO was assessed as a predictor of asymptomatic outcome (modified Rankin scale [mRS] score, 0), poor outcome (mRS score ≤ 3), and increase in mRS score over the study period. RESULTS: of 97 patients with TIA, 13 (13%) had symptomatic intracranial LVO. Patients with LVO had higher baseline NIHSS on emergency department arrival, which was an independent predictor of LVO (OR, 1.15 per point; 95% CI, 1.02-1.29; P=0.02). Patients with LVO were more likely to have an increase in mRS score during the 90-day follow-up (P=0.03). LVO independently predicted an increase in mRS score (OR, 4.76; 95% CI, 1.23-18.43; P=0.02) and was a borderline predictor of poor outcome (mRS score ≥ 3; OR, 5.07; 95% CI, 0.92-28.03; P=0.06). CONCLUSIONS: LVO is found in >1 in 10 patients presenting with TIA and predicts a decline in functional status, likely attributable to new brain ischemia.


Subject(s)
Ischemic Attack, Transient/complications , Ischemic Attack, Transient/mortality , Stroke/etiology , Stroke/mortality , Aged , Aged, 80 and over , Cerebrovascular Circulation , Female , Follow-Up Studies , Humans , Ischemic Attack, Transient/physiopathology , Male , Middle Aged , Stroke/physiopathology
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