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1.
Am J Cardiol ; 221: 19-28, 2024 Apr 05.
Article in English | MEDLINE | ID: mdl-38583700

ABSTRACT

Cardiogenic shock after acute myocardial infarction (AMI-CS) carries significant mortality despite advances in revascularization and mechanical circulatory support. We sought to identify the process-based and structural characteristics of centers with lower mortality in AMI-CS. We analyzed 16,337 AMI-CS cases across 440 centers enrolled in the National Cardiovascular Data Registry's Chest Pain-MI Registry, a retrospective cohort database, between January 1, 2015, and December 31, 2018. Centers were stratified across tertiles of risk-adjusted in-hospital mortality rate (RAMR) for comparison. Risk-adjusted multivariable logistic regression was also performed to identify hospital-level characteristics associated with decreased mortality. The median participant age was 66 (interquartile range 57 to 75) years, and 33.0% (n = 5,390) were women. The median RAMR was 33.4% (interquartile range 26.0% to 40.0%) and ranged from 26.9% to 50.2% across tertiles. Even after risk adjustment, lower-RAMR centers saw patients with fewer co-morbidities. Lower-RAMR centers performed more revascularization (92.8% vs 90.6% vs 85.9%, p <0.001) and demonstrated better adherence to associated process measures. Left ventricular assist device capability (odds ratio [OR] 0.78 [0.67 to 0.92], p = 0.002), more frequent revascularization (OR 0.93 [0.88 to 0.98], p = 0.006), and higher AMI-CS volume (OR 0.95 [0.91 to 0.99], p = 0.009) were associated with lower in-hospital mortality. However, several such characteristics were not more frequently observed at low-RAMR centers, despite potentially reflecting greater institutional experience or resources. This may reflect the heterogeneity of AMI-CS even after risk adjustment. In conclusion, low-RAMR centers do not necessarily exhibit factors associated with decreased mortality in AMI-CS, which may reflect the challenges in performing outcomes research in this complex population.

2.
Ann Surg Open ; 4(3): e337, 2023 Dec.
Article in English | MEDLINE | ID: mdl-38144885

ABSTRACT

Objective: This study aims to introduce key concepts and methods that inform the design of studies that seek to quantify the causal effect of social determinants of health (SDOH) on access to and outcomes following organ transplant. Background: The causal pathways between SDOH and transplant outcomes are poorly understood. This is partially due to the unstandardized and incomplete capture of the complex interactions between patients, their neighborhood environments, the tertiary care system, and structural factors that impact access and outcomes. Designing studies to quantify the causal impact of these factors on transplant access and outcomes requires an understanding of the fundamental concepts of causal inference. Methods: We present an overview of fundamental concepts in causal inference, including the potential outcomes framework and direct acyclic graphs. We discuss how to conceptualize SDOH in a causal framework and provide applied examples to illustrate how bias is introduced. Results: There is a need for direct measures of SDOH, increased measurement of latent and mediating variables, and multi-level frameworks for research that examine health inequities across multiple health systems to generalize results. We illustrate that biases can arise due to socioeconomic status, race/ethnicity, and incongruencies in language between the patient and clinician. Conclusions: Progress towards an equitable transplant system requires establishing causal pathways between psychosocial risk factors, access, and outcomes. This is predicated on accurate and precise quantification of social risk, best facilitated by improved organization of health system data and multicenter efforts to collect and learn from it in ways relevant to specialties and service lines.

3.
Epidemiol Methods ; 12(1): 20220131, 2023 Jan.
Article in English | MEDLINE | ID: mdl-38013684

ABSTRACT

Objectives: Propensity score (PS) weighting methods are commonly used to adjust for confounding in observational treatment comparisons. However, in the setting of substantial covariate imbalance, PS values may approach 0 and 1, yielding extreme weights and inflated variance of the estimated treatment effect. Adaptations of the standard inverse probability of treatment weights (IPTW) can reduce the influence of extremes, including trimming methods that exclude people with PS values near 0 or 1. Alternatively, overlap weighting (OW) optimizes criteria related to bias and variance, and performs well compared to other PS weighting and matching methods. However, it has not been compared to propensity score stratification (PSS). PSS has some of the same potential advantages; being insensitive extreme values. We sought to compare these methods in the setting of substantial covariate imbalance to generate practical recommendations. Methods: Analytical derivations were used to establish connections between methods, and simulation studies were conducted to assess bias and variance of alternative methods. Results: We find that OW is generally superior, particularly as covariate imbalance increases. In addition, a common method for implementing PSS based on Mantel-Haenszel weights (PSS-MH) is equivalent to a coarsened version of OW and can perform nearly as well. Finally, trimming methods increase bias across methods (IPTW, PSS and PSS-MH) unless the PS model is re-fit to the trimmed sample and weights or strata are re-derived. After trimming with re-fitting, all methods perform similarly to OW. Conclusions: These results may guide the selection, implementation and reporting of PS methods for observational studies with substantial covariate imbalance.

4.
JACC Heart Fail ; 11(8 Pt 1): 918-929, 2023 08.
Article in English | MEDLINE | ID: mdl-37318420

ABSTRACT

BACKGROUND: Initiation of evidence-based medications for patients with heart failure with reduced ejection fraction (HFrEF) during hospitalization in contemporary practice is unknown. OBJECTIVES: This study characterized opportunities for and achievement of heart failure (HF) medication initiation. METHODS: Using the GWTG-HF (Get With The Guidelines-Heart Failure) Registry 2017-2020, which collected data on contraindications and prescribing for 7 evidence-based HF-related medications, we assessed the number of medications for which each patient with HFrEF was eligible, use before admission, and prescribed at discharge. Multivariable logistic regression identified factors associated with medication initiation. RESULTS: Among 50,170 patients from 160 sites, patients were eligible for mean number of 3.9 ± 1.1 evidence-based medications with 2.1 ± 1.3 used before admission and 3.0 ± 1.0 prescribed on discharge. The number of patients receiving all indicated medications increased from admission (14.9%) to discharge (32.8%), a mean net gain of 0.9 ± 1.3 medications over a mean of 5.6 ± 5.3 days. In multivariable analysis, factors associated with lower odds of HF medication initiation included older age, female sex, medical pre-existing conditions (stroke, peripheral arterial disease, pulmonary disease, and renal insufficiency), and rural location. Odds of medication initiation increased during the study period (adjusted OR: 1.08; 95% CI: 1.06-1.10). CONCLUSIONS: Nearly 1 in 6 patients received all indicated HF-related medications on admission, increasing to 1 in 3 on discharge with an average of 1 new medication initiation. Opportunities to initiate evidence-based medications persist, particularly among women, those with comorbidities, and those receiving care at rural hospitals.


Subject(s)
Heart Failure , Ventricular Dysfunction, Left , Humans , Female , Heart Failure/drug therapy , Heart Failure/epidemiology , Inpatients , Stroke Volume , Hospitalization , Comorbidity
5.
JAMA ; 329(23): 2038-2049, 2023 06 20.
Article in English | MEDLINE | ID: mdl-37338878

ABSTRACT

Importance: Use of oral vitamin K antagonists (VKAs) may place patients undergoing endovascular thrombectomy (EVT) for acute ischemic stroke caused by large vessel occlusion at increased risk of complications. Objective: To determine the association between recent use of a VKA and outcomes among patients selected to undergo EVT in clinical practice. Design, Setting, and Participants: Retrospective, observational cohort study based on the American Heart Association's Get With the Guidelines-Stroke Program between October 2015 and March 2020. From 594 participating hospitals in the US, 32 715 patients with acute ischemic stroke selected to undergo EVT within 6 hours of time last known to be well were included. Exposure: VKA use within the 7 days prior to hospital arrival. Main Outcome and Measures: The primary end point was symptomatic intracranial hemorrhage (sICH). Secondary end points included life-threatening systemic hemorrhage, another serious complication, any complications of reperfusion therapy, in-hospital mortality, and in-hospital mortality or discharge to hospice. Results: Of 32 715 patients (median age, 72 years; 50.7% female), 3087 (9.4%) had used a VKA (median international normalized ratio [INR], 1.5 [IQR, 1.2-1.9]) and 29 628 had not used a VKA prior to hospital presentation. Overall, prior VKA use was not significantly associated with an increased risk of sICH (211/3087 patients [6.8%] taking a VKA compared with 1904/29 628 patients [6.4%] not taking a VKA; adjusted odds ratio [OR], 1.12 [95% CI, 0.94-1.35]; adjusted risk difference, 0.69% [95% CI, -0.39% to 1.77%]). Among 830 patients taking a VKA with an INR greater than 1.7, sICH risk was significantly higher than in those not taking a VKA (8.3% vs 6.4%; adjusted OR, 1.88 [95% CI, 1.33-2.65]; adjusted risk difference, 4.03% [95% CI, 1.53%-6.53%]), while those with an INR of 1.7 or lower (n = 1585) had no significant difference in the risk of sICH (6.7% vs 6.4%; adjusted OR, 1.24 [95% CI, 0.87-1.76]; adjusted risk difference, 1.13% [95% CI, -0.79% to 3.04%]). Of 5 prespecified secondary end points, none showed a significant difference across VKA-exposed vs VKA-unexposed groups. Conclusions and Relevance: Among patients with acute ischemic stroke selected to receive EVT, VKA use within the preceding 7 days was not associated with a significantly increased risk of sICH overall. However, recent VKA use with a presenting INR greater than 1.7 was associated with a significantly increased risk of sICH compared with no use of anticoagulants.


Subject(s)
Brain Ischemia , Endovascular Procedures , Intracranial Hemorrhages , Ischemic Stroke , Thrombectomy , Vitamin K , Aged , Female , Humans , Male , Anticoagulants/administration & dosage , Anticoagulants/adverse effects , Anticoagulants/therapeutic use , Brain Ischemia/drug therapy , Brain Ischemia/mortality , Brain Ischemia/surgery , Endovascular Procedures/adverse effects , Endovascular Procedures/methods , Endovascular Procedures/mortality , Fibrinolytic Agents/administration & dosage , Fibrinolytic Agents/adverse effects , Fibrinolytic Agents/therapeutic use , Hemorrhage/chemically induced , Intracranial Hemorrhages/chemically induced , Intracranial Hemorrhages/etiology , Ischemic Stroke/drug therapy , Ischemic Stroke/mortality , Ischemic Stroke/surgery , Retrospective Studies , Thrombectomy/adverse effects , Thrombectomy/methods , Thrombectomy/mortality , Treatment Outcome , Vitamin K/antagonists & inhibitors , Administration, Oral , Hospital Mortality , International Normalized Ratio
6.
Stat Methods Med Res ; 32(2): 389-403, 2023 02.
Article in English | MEDLINE | ID: mdl-36476035

ABSTRACT

Common causal estimands include the average treatment effect, the average treatment effect of the treated, and the average treatment effect on the controls. Using augmented inverse probability weighting methods, parametric models are judiciously leveraged to yield doubly robust estimators, that is, estimators that are consistent when at least one the parametric models is correctly specified. Three sources of uncertainty are associated when we evaluate these estimators and their variances, that is, when we estimate the treatment and outcome regression models as well as the desired treatment effect. In this article, we propose methods to calculate the variance of the normalized, doubly robust average treatment effect of the treated and average treatment effect on the controls estimators and investigate their finite sample properties. We consider both the asymptotic sandwich variance estimation, the standard bootstrap as well as two wild bootstrap methods. For the asymptotic approximations, we incorporate the aforementioned uncertainties via estimating equations. Moreover, unlike the standard bootstrap procedures, the proposed wild bootstrap methods use perturbations of the influence functions of the estimators through independently distributed random variables. We conduct an extensive simulation study where we vary the heterogeneity of the treatment effect as well as the proportion of participants assigned to the active treatment group. We illustrate the methods using an observational study of critical ill patients on the use of right heart catherization.


Subject(s)
Models, Statistical , Humans , Computer Simulation , Probability , Uncertainty , Causality
7.
Circ Heart Fail ; 15(11): e009353, 2022 11.
Article in English | MEDLINE | ID: mdl-36378758

ABSTRACT

BACKGROUND: Neighborhood socioeconomic status (SES) is associated with worse health outcomes, yet its relationship with in-hospital heart failure (HF) outcomes and quality metrics are underexplored. We examined the association between socioeconomic neighborhood disadvantage and in-hospital HF outcomes for patients from diverse neighborhoods in the Get With The Guidelines-Heart Failure registry. METHODS: SES-disadvantage scores were derived from geocoded US census data using a validated algorithm, which incorporated household income, home value, rent, education, and employment. We examined the association between SES-disadvantage quintiles with all-cause in-hospital mortality, adjusting for demographics and comorbidities. RESULTS: Of 593 053 patients hospitalized for HF between 2017 and 2020, 321 314 (54%) had residential ZIP Codes recorded. Patients from the most compared with least disadvantaged neighborhoods were younger (mean age 67 versus 76 years), more often Black (42% versus 9%) or Hispanic (14% versus 5%), and had higher comorbidity burden. Demographic-adjusted length of stay increased by ≈1.5 hours with each increment in worsening SES-disadvantage quintiles. Adjusted-mortality odds ratios increased with worsening SES-disadvantage quintiles (Ptrend=0.003), and was 28% higher (adjusted OR=1.28 [1.12-1.48]) for the most compared with least disadvantaged neighborhood groups. CONCLUSIONS: Patients hospitalized for HF from disadvantaged neighborhoods were younger and more often Black or Hispanic. SES disadvantage was independently associated with higher in-hospital mortality. Further research is needed to characterize care delivery patterns in disadvantaged neighborhoods and to address social determinants of health among patients hospitalized for HF. REGISTRATION: URL: https://www. CLINICALTRIALS: gov; Unique identifier: NCT02693509.


Subject(s)
Heart Failure , Aged , Humans , American Heart Association , Heart Failure/diagnosis , Heart Failure/therapy , Registries , Residence Characteristics , Risk Factors , Social Class , Socioeconomic Factors , United States/epidemiology
8.
JAMA Netw Open ; 5(7): e2224157, 2022 07 01.
Article in English | MEDLINE | ID: mdl-35900761

ABSTRACT

Importance: After the publication of the CHANCE (Clopidogrel in High Risk Patients With Acute Nondisabling Cerebrovascular Events) and POINT (Platelet-Oriented Inhibition in New Transient Ischemic Attack and Minor Ischemic Stroke) clinical trials, the American Heart Association/American Stroke Association (AHA/ASA) issued a new class 1, level of evidence A, recommendation for dual antiplatelet therapy (DAPT; aspirin plus clopidogrel) for secondary prevention in patients with minor ischemic stroke (National Institutes of Health Stroke Scale [NIHSS] score ≤3). The extent to which variations in DAPT prescribing patterns remain and the extent to which practice patterns in the US are consistent with evidence-based guidelines are unknown. Objective: To evaluate the discharge DAPT prescribing patterns after publication of the new AHA/ASA guidelines and assess the extent of hospital-level variation in the use of DAPT for secondary prevention in patients with minor stroke (NIHSS score ≤3), as indicated by guidelines, and in patients with nonminor stroke (NIHSS score >3), for whom the risks and benefits of DAPT have not been fully established. Design, Setting, and Participants: This multicenter retrospective cohort study involved 132 817 patients from 1890 hospitals participating in the AHA/ASA Get With The Guidelines-Stroke program. Patients who were hospitalized for acute ischemic stroke and prescribed antiplatelet therapy at discharge between October 1, 2019, and June 30, 2020, were included. Exposures: Minor ischemic stroke (NIHSS score ≤3) vs nonminor ischemic stroke (NIHSS score >3). Main Outcomes and Measures: The primary outcome was DAPT prescription at discharge. The extent to which variations in DAPT use were explained at the hospital level was assessed by calculating the median odds ratio (OR), which was derived using multivariable logistic regression analysis and compared the likelihood that 2 patients with identical clinical features admitted to 2 randomly selected hospitals (1 with higher propensity and 1 with lower propensity for DAPT use) would receive DAPT at discharge. Associations between hospital-level DAPT use among patients with minor vs nonminor stroke were evaluated using Pearson ρ correlation coefficients. Results: Among 132 817 patients (median [IQR] age, 68 [59-78] years; 68 768 men [51.8%]), 4282 (3.2%) were Asian, 11 254 (8.5%) were Hispanic, 27 221 (20.5%) were non-Hispanic Black, 84 468 (63.6%) were non-Hispanic White, and 5592 (4.2%) were of other races and/or ethnicities (including American Indian or Alaska Native, Native Hawaiian or Pacific Islander, and unable to determine). Overall, 86 551 patients (65.2%) presented with minor ischemic stroke, and 46 266 patients (34.8%) presented with nonminor ischemic stroke. After the 2019 AHA/ASA guideline updates, 40 661 patients (47.0%) with minor stroke (NIHSS median [IQR] score, 1 [0-2]) and 19 703 patients (42.6%) with nonminor stroke (NIHSS median [IQR] score, 6 [5-9]) received DAPT at discharge. Despite guideline recommendations, 45 890 patients (53.0%) with minor stroke did not receive DAPT. After accounting for patient characteristics, substantial hospital-level variations were found in the use of DAPT in those with minor stroke (median [IQR] hospital-level DAPT prescription rate, 44.8% [33.7%-57.7%]; range, 0%-91.7%; median OR, 2.03 [95% CI, 1.97-2.09]) when comparing 2 patients with identical risk factors discharged from 2 randomly selected hospitals, 1 with higher propensity and 1 with lower propensity for DAPT use. The use of DAPT in patients with nonminor stroke also varied significantly (median [IQR] hospital-level DAPT prescription rate, 41.4% [30.0%-53.8%]; range, 0%-100%; median OR, 1.90 [95% CI, 1.83-1.97]). Overall, hospitals that were more likely to prescribe DAPT for minor strokes were also more likely to prescribe DAPT for nonminor strokes (Pearson ρ = 0.72; P < .001). Conclusions and Relevance: This cohort study found that despite updated AHA/ASA guidelines, more than 50% of patients with minor acute ischemic stroke did not receive DAPT at discharge. In contrast, more than 40% of patients with nonminor stroke received DAPT despite lack of evidence in this setting. These findings suggest that enhancing adherence to evidence-based DAPT practice guidelines may be a target for quality improvement in the treatment of patients with ischemic stroke.


Subject(s)
Ischemic Stroke , Stroke , Aged , Aspirin/therapeutic use , Clopidogrel/therapeutic use , Cohort Studies , Humans , Male , Platelet Aggregation Inhibitors/therapeutic use , Prescriptions , Retrospective Studies , Stroke/prevention & control , United States
9.
Stroke ; 53(11): 3386-3393, 2022 11.
Article in English | MEDLINE | ID: mdl-35862201

ABSTRACT

BACKGROUND: The United States lacks a timely and accurate nationwide surveillance system for acute ischemic stroke (AIS). We use the Get With The Guidelines-Stroke registry to apply poststratification survey weights to generate national assessment of AIS epidemiology, hospital care quality, and in-hospital outcomes. METHODS: Clinical data from the Get With The Guidelines-Stroke registry were weighted using a Bayesian interpolation method anchored to observations from the national inpatient sample. To generate a US stroke forecast for 2019, we linearized time trend estimates from the national inpatient sample to project anticipated AIS hospital volume, distribution, and race/ethnicity characteristics for the year 2019. Primary measures of AIS epidemiology and clinical care included patient and hospital characteristics, stroke severity, vital and laboratory measures, treatment interventions, performance measures, disposition, and clinical outcomes at discharge. RESULTS: We estimate 552 476 patients with AIS were admitted in 2019 to US hospitals. Median age was 71 (interquartile range, 60-81), 48.8% female. Atrial fibrillation was diagnosed in 22.6%, 30.2% had prior stroke/transient ischemic attack, and 36.4% had diabetes. At baseline, 46.4% of patients with AIS were taking antiplatelet agents, 19.2% anticoagulants, and 46.3% cholesterol-reducers. Mortality was 4.4%, and only 52.3% were able to ambulate independently at discharge. Performance nationally on AIS achievement measures were generally higher than 95% for all measures but the use of thrombolytics within 3 hours of early stroke presentations (81.9%). Additional quality measures had lower rates of receipt: dysphagia screening (84.9%), early thrombolytics by 4.5 hours (79.7%), and statin therapy (80.6%). CONCLUSIONS: We provide timely, reliable, and actionable US national AIS surveillance using Bayesian interpolation poststratification weights. These data may facilitate more targeted quality improvement efforts, resource allocation, and national policies to improve AIS care and outcomes.


Subject(s)
Hydroxymethylglutaryl-CoA Reductase Inhibitors , Ischemic Stroke , Stroke , Humans , Female , United States/epidemiology , Aged , Male , Platelet Aggregation Inhibitors/therapeutic use , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Bayes Theorem , Treatment Outcome , Stroke/epidemiology , Stroke/therapy , Stroke/diagnosis , Fibrinolytic Agents/therapeutic use , Quality of Health Care , Anticoagulants/therapeutic use
10.
Stroke ; 53(10): 3099-3106, 2022 10.
Article in English | MEDLINE | ID: mdl-35880521

ABSTRACT

BACKGROUND: In 2015, endovascular therapy (EVT) for large vessel occlusions became standard of care for acute ischemic stroke. Lower utilization of IV alteplase has been reported in women, but whether sex differences in EVT use in the United States exists has not been established. METHODS: We identified all acute ischemic stroke discharges from Get With The Guidelines-Stroke hospitals between 2012 and 2019 who were potentially eligible for EVT, based on National Institutes of Health Stroke Scale score ≥6 and arrival <6 hours, according to 2018 American Heart Association/ASA guidelines. Multivariable regression analyses were used to determine the association between sex and EVT utilization, and outcomes (including mortality, discharge home, functional status) after EVT. Separate analyses were conducted for the 2 time periods: 2012 to 2014, and 2015 to 2019. RESULTS: Of 302 965 patients potentially eligible for EVT, 42 422 (14%) received EVT. Before 2015, EVT treatment rates were 5.3% in women and 6.6% in men. From 2015 to 2019, treatment rates increased in both sexes to 16.7% in women and 18.5% in men. The adjusted odds ratio for EVT in women compared with men was 0.93 (95% CI, 0.87-0.99) before 2015, and 0.98 (95% CI, 0.96-1.01) after 2015. There were no significant sex differences in outcomes except that after 2015, women were less able to ambulate at discharge (adjusted odds ratio, 0.95 [95% CI, 0.95-0.99]) and had lower in-hospital mortality (adjusted odds ratio, 0.93 [95% CI, 0.88-0.99]). CONCLUSIONS: EVT utilization has increased dramatically in both women and men since EVT approval in 2015. Following statistical adjustment, women were less likely to receive EVT initially, but after 2015, women were as likely as men to receive EVT. After EVT, women were more likely to be disabled at discharge but less likely to experience in-hospital death compared with men.


Subject(s)
Brain Ischemia , Endovascular Procedures , Ischemic Stroke , Stroke , Brain Ischemia/surgery , Endovascular Procedures/methods , Female , Hospital Mortality , Humans , Male , Registries , Sex Characteristics , Stroke/surgery , Thrombectomy/methods , Tissue Plasminogen Activator/therapeutic use , Treatment Outcome , United States/epidemiology
11.
J Am Coll Health ; : 1-6, 2022 Jul 11.
Article in English | MEDLINE | ID: mdl-35816732

ABSTRACT

OBJECTIVE: This study reports on food insecurity (FI) amidst the COVID-19 pandemic. PARTICIPANTS AND METHODS: College students in four regions of the US completed the two-item validated Hunger Vital Sign™ screening tool on Qualtrics. RESULTS: FI increased significantly after March 2020 among US students (worry about food running out: 25% to 35%; food did not last: 17% to 21%) with significant regional increase in the Midwest and South. An adjusted multivariable logistic regression model indicated students that ran out of food were significantly at greater odds of experiencing hardship with paying bills (AOR: 5.59, 95% CI =3.90-8.06). CONCLUSIONS: The findings identified an increase in the prevalence of FI among college students during the pandemic. Suggestions of how to address FI are discussed.

12.
JAMA Neurol ; 79(8): 768-776, 2022 08 01.
Article in English | MEDLINE | ID: mdl-35696198

ABSTRACT

Importance: The effectiveness and safety of intravenous alteplase given before or concurrently with endovascular thrombectomy (EVT) is uncertain. Randomized clinical trials suggest there is little difference in outcomes but with only modest precision and insufficient power to analyze uncommon outcomes including symptomatic intracranial hemorrhage (sICH). Objective: To determine whether 8 prespecified outcomes are different in patients with acute ischemic stroke treated in routine clinical practice with EVT with alteplase compared with patients treated with EVT alone without alteplase. It was hypothesized that alteplase would be associated with higher risk of sICH. Design, Setting, and Participants: This was an observational cohort study conducted from February 1, 2019, to June 30, 2020, that included adult patients with acute ischemic stroke treated with EVT within 6 hours of time last known well, after excluding patients without information on discharge destination and patients with in-hospital stroke. Participants were recruited from Get With The Guidelines-Stroke, a large nationwide registry of patients with acute ischemic stroke from 555 hospitals in the US. Exposures: Intravenous alteplase or no alteplase. Main Outcomes and Measures: Prespecified outcomes were discharge destination, independent ambulation at discharge, modified Rankin score at discharge, discharge mortality, cerebral reperfusion according to modified Thrombolysis in Cerebral Infarction grade, and sICH. Results: There were 15 832 patients treated with EVT (median [IQR] age, 72.0 [61.0-82.0] years; 7932 women [50.1%]); 10 548 (66.7%) received alteplase and 5284 (33.4%) did not. Patients treated with alteplase were younger, arrived via Emergency Medical Services sooner, were less likely to have certain comorbidities, including atrial fibrillation, hypertension, and diabetes, but had similar National Institutes of Health Stroke Severity (NIHSS) scores. Compared with patients who did not receive alteplase treatment, patients treated with alteplase were less likely to die (11.1% [1173 of 10 548 patients] vs 13.9% [734 of 5284 patients]; adjusted odds ratio [aOR] 0.83; 95% CI, 0.77-0.89; P < .001), more likely to have no major disability based on modified Rankin scale of 2 or less at discharge (28.5% [2415 of 8490 patients] vs 20.7% [894 of 4322 patients]; aOR, 1.36; 95% CI, 1.28-1.45; P < .001), and to have better reperfusion based on modified Thrombolysis in Cerebral Infarction grade 2b or greater (90.9% [8474 of 9318 patients] vs 88.0% [4140 of 4705 patients]; aOR, 1.39; 95% CI, 1.28-1.50; P < .001). However, alteplase treatment was associated with higher risk of sICH (6.5% [685 of 10 530 patients] vs 5.3% [279 of 5249 patients]; OR, 1.28; 95% CI, 1.16-1.42; P < .001). Conclusions and Relevance: In this observational cohort study of patients treated with EVT, intravenous alteplase treatment was associated with better in-hospital survival and functional outcomes but higher sICH risk after adjusting for other covariates.


Subject(s)
Brain Ischemia , Endovascular Procedures , Ischemic Stroke , Stroke , Aged , Brain Ischemia/drug therapy , Brain Ischemia/surgery , Cerebral Infarction/drug therapy , Endovascular Procedures/adverse effects , Female , Fibrinolytic Agents , Humans , Intracranial Hemorrhages/chemically induced , Ischemic Stroke/drug therapy , Ischemic Stroke/surgery , Male , Stroke/drug therapy , Stroke/surgery , Thrombectomy/adverse effects , Tissue Plasminogen Activator/therapeutic use , Treatment Outcome
13.
JAMA Netw Open ; 5(6): e2215869, 2022 06 01.
Article in English | MEDLINE | ID: mdl-35671055

ABSTRACT

Importance: Patients aged 80 years and older were often excluded or underrepresented in pivotal endovascular thrombectomy (EVT) trials. Accordingly, trends in frequency, outcomes, and disparities of EVT use merit close analysis. Objective: To delineate temporal trends in EVT use, outcomes, and disparities among patients with acute ischemic stroke aged 80 years and older vs those younger than 80 years. Design, Setting, and Participants: A US nationwide retrospective cohort study using prospectively collected data was conducted in patients admitted with a primary diagnosis of acute ischemic stroke between April 1, 2012, and June 30, 2019. Data were obtained from hospitals participating in the Get With the Guidelines-Stroke (GWTG-Stroke) program, which is a stroke quality improvement registry, with data collected prospectively, sponsored by the American Heart Association/American Stroke Association. Data analysis was conducted from November 2, 2020, to June 25, 2021. Exposures: Potentially eligible for EVT based on arrival within 6 hours and National Institutes of Health Stroke Scale score greater than or equal to 6. Main Outcomes and Measures: Efficacy outcomes included discharge to home, independent ambulation at discharge, and functional independence (modified Rankin Scale score 0-2) at discharge. Safety outcomes included in-hospital mortality, combined in-hospital mortality or discharge to hospice, and symptomatic intracranial hemorrhage. Results: Among 302 965 patients with ischemic stroke meeting study criteria as potentially eligible for EVT admitted to 614 GWTG-Stroke hospitals, 14.0% (42 422) received EVT (21 634 women [51.0%]), including 10.7% (12 768 of 119 453) of patients aged 80 years and older (median [IQR] age, 85 [82-89] years) and 16.2% (29 654 of 183 512) of patients younger than 80 years (median [IQR] age, 65 [56-73] years). Among patients aged 80 years and older, EVT rates increased substantially during the study period, from 3.3% in early 2012 to 20.8% in early 2019. By study end, the relative rate of EVT among eligible patients aged 80 years and older compared with those younger than 80 years increased from 0.49 (3.3% vs 6.7%) to 0.76 (20.8% vs 27.3%). Older patients had worse outcomes at discharge compared with younger patients, including discharge to home: 12.5% vs 31.1% (adjusted odds ratio [aOR], 0.43; 95% CI, 0.40-0.46), functional independence (modified Rankin Scale score 0-2): 10.9% vs 26.6% (aOR, 0.45; 95% CI, 0.41-0.49), and inpatient death or discharge to hospice, 34.5% vs 16.1% (aOR, 2.22; 95% CI, 2.09-2.36). Symptomatic intracranial hemorrhage rates did not differ significantly (6.9% vs 6.5%; aOR, 1.04; 95% CI, 0.94-1.14). Conclusions and Relevance: In this cohort study, use of EVT among individuals aged 80 years and older increased substantially from 2012 to 2019, although the rate remained lower than in younger patients. Although favorable functional outcomes at discharge were lower and combined mortality or discharge to hospice was higher in the older patients, the risk of symptomatic intracranial hemorrhage was not increased.


Subject(s)
Endovascular Procedures , Ischemic Stroke , Stroke , Aged , Aged, 80 and over , Cohort Studies , Endovascular Procedures/adverse effects , Female , Humans , Intracranial Hemorrhages , Ischemic Stroke/epidemiology , Ischemic Stroke/surgery , Retrospective Studies , Stroke/epidemiology , Stroke/etiology , Stroke/surgery , Thrombectomy , Treatment Outcome , United States/epidemiology
14.
Stat Methods Med Res ; 31(8): 1423-1438, 2022 08.
Article in English | MEDLINE | ID: mdl-35578578

ABSTRACT

As alternatives to the time-to-first-event analysis of composite endpoints, the win statistics, that is, the net benefit, the win ratio, and the win odds have been proposed to assess treatment effects, using a hierarchy of prioritized component outcomes based on clinical relevance or severity. Whether we are using paired organs of a human body or pair-matching patients by risk profiles or propensity scores, we can leverage the level of granularity of matched win statistics to assess the treatment effect. However, inference for the matched win statistics (net benefit, win ratio, and win odds)-quantities related to proportions-is either not available or unsatisfactory, especially in samples of small to moderate size or when the proportion of wins (or losses) is near 0 or 1. In this paper, we present methods to address these limitations. First, we introduce a different statistic to test for the null hypothesis of no treatment effect and provided a sample size formula. Then, we use the method of variance estimates recovery to derive reliable, boundary-respecting confidence intervals for the matched net benefit, win ratio, and win odds. Finally, a simulation study demonstrates the performance of the proposed methods. We illustrate the proposed methods with two data examples.


Subject(s)
Research Design , Computer Simulation , Humans , Sample Size
15.
Heart Rhythm ; 19(7): 1049-1057, 2022 07.
Article in English | MEDLINE | ID: mdl-35247626

ABSTRACT

BACKGROUND: Despite multiple trials comparing rate with rhythm control, there is no consensus on the optimal management of first-detected atrial fibrillation (AF). OBJECTIVE: We analyzed current patterns of care for first-detected AF in the nationwide Get With The Guidelines® - Atrial Fibrillation registry. METHODS: Patients hospitalized with first-detected AF from 2013 to 2019 were included, and a descriptive analysis was performed comparing planned rate with rhythm control. Multivariable logistic regression analysis was performed to identify predictors for choosing rhythm over rate control. RESULTS: Of the 86,759 patients with AF, 17.8% (15,473) had first-detected AF; 11,685 patients were included from 126 sites. Overall, 51.3% (5999) of patients were treated with rate control and 48.7% (5686) with rhythm control at admission. Patients with planned rhythm control had a shorter length of stay and were more likely to be discharged home than a facility. A higher percentage of patients with planned rhythm control were discharged on anticoagulation than those with planned rate control (75.6% vs 70.9%) despite a higher underlying stroke risk in the rate control group (higher median CHA2DS2-VASc score 4; Q1-Q3 2-5 for rate control vs 3; Q1-Q3 2-4 for rhyhtm control; P < .001). While Hispanic ethnicity, Medicaid insurance, age >70 years, and liver disease decreased the likelihood of rhythm control, factors such as heart failure, stroke, or prior bleeding diathesis had no association with the chosen treatment strategy. CONCLUSION: Less than half of the patients with first-detected AF receive rhythm control at admission. Given recent trial results, further studies should assess the long-term impact of rhythm control on patients' symptoms and quality of life, cardiovascular morbidity, and mortality.


Subject(s)
Atrial Fibrillation , Heart Failure , Stroke , Aged , Anticoagulants/therapeutic use , Atrial Fibrillation/complications , Atrial Fibrillation/diagnosis , Atrial Fibrillation/therapy , Heart Failure/complications , Humans , Quality of Life , Registries , Risk Factors
16.
J Am Heart Assoc ; 11(6): e023212, 2022 03 15.
Article in English | MEDLINE | ID: mdl-35229659

ABSTRACT

Introduction Endovascular therapy (EVT) use increased following clinical trials publication in 2015, but limited data suggest there may be persistent race and ethnicity differences. Methods and Results We included all patients with acute ischemic stroke arriving within 6 hours of last known well and with National Institute of Health Stroke Scale (NIHSS) score ≥6 between April 2012 and June 2019 in the Get With The Guidelines-Stroke database and evaluated the association between race and ethnicity and EVT use and outcomes, comparing the era before versus after 2015. Of 302 965 potentially eligible patients; 42 422 (14%) underwent EVT. Although EVT use increased over time in all racial and ethnic groups, Black patients had reduced odds of EVT use compared with non-Hispanic White (NHW) patients (adjusted odds ratio [aOR] before 2015, 0.68 [0.58‒0.78]; aOR after 2015, 0.83 [0.76‒0.90]). In-hospital mortality/discharge to hospice was less frequent in Black, Hispanic, and Asian patients compared with NHW. Conversely discharge home was more frequent in Hispanic (29.7%; aOR, 1.28 [1.16‒1.42]), Asian (28.2%; aOR, 1.23 [1.05‒1.44]), and Black (29.1%; aOR, 1.08 [1.00‒1.18]) patients compared with NHW (24%). However, at 3 months, functional independence (modified Rankin Scale, 0-2) occurred less frequently in Black (37.5%; aOR, 0.84 [0.75‒0.95]) and Asian (33%; aOR, 0.79 [0.65‒0.98]) patients compared with NHW patients (38.1%). Conclusions In a large cohort of patients treated with EVT, Black versus NHW patient disparities in EVT use have narrowed over time but still exist. Discharge related outcomes were slightly more favorable in racial and ethnic underrepresented groups; 3-month functional outcomes were worse but improved across all groups with time.


Subject(s)
Endovascular Procedures , Ischemic Stroke , Stroke , Endovascular Procedures/methods , Ethnicity , Hispanic or Latino , Humans , Ischemic Stroke/therapy , Stroke/therapy , Treatment Outcome
17.
Neurology ; 98(16): e1596-e1604, 2022 04 19.
Article in English | MEDLINE | ID: mdl-35228335

ABSTRACT

BACKGROUND AND OBJECTIVES: Prior regional or single-center studies have noted that 4% to 7% of eligible patients with acute ischemic stroke (AIS) decline IV tissue plasminogen activator (tPA). We sought to determine the prevalence of tPA declination in a nationwide registry of patients with AIS and to investigate differences in declination by race/ethnicity. METHODS: We used the Get With The Guidelines-Stroke registry to identify patients with AIS eligible for tPA and admitted to participating hospitals between January 1, 2016, and March 28, 2019. We compared patient demographics and admitting hospital characteristics between tPA-eligible patients who received and those who declined tPA. Using multivariable logistic regression, we determined patient and hospital factors associated with tPA declination. RESULTS: Among 177,115 tPA-eligible patients with AIS at 1,976 sites, 6,545 patients (3.7%) had tPA declination as the sole documented reason for not receiving tPA. Patients declining treatment were slightly older, were more likely to be female, arrived more often at off-hours and earlier after symptom onset, and were more likely to present to Primary Stroke Centers. Compared with non-Hispanic White, non-Hispanic Black race/ethnicity was independently associated with increased (adjusted odds ratio [aOR] 1.21, 95% CI 1.11-1.31), Asian race/ethnicity with decreased (aOR 0.72, 95% CI 0.58-0.88), and Hispanic ethnicity (any race) with similar odds of tPA declination (OR 0.98, 95% CI 0.86-1.13) in multivariable analysis. DISCUSSION: Although the overall prevalence of tPA declination is low, eligible non-Hispanic Black patients are more likely and Asian patients less likely to decline tPA than non-Hispanic White patients. Reducing rates of tPA declinations among non-Hispanic Black patients may be an opportunity to address disparities in stroke care.


Subject(s)
Brain Ischemia , Ischemic Stroke , Stroke , Brain Ischemia/therapy , Ethnicity , Female , Fibrinolytic Agents/therapeutic use , Humans , Male , Retrospective Studies , Stroke/diagnosis , Stroke/drug therapy , Stroke/epidemiology , Thrombolytic Therapy/adverse effects , Tissue Plasminogen Activator/therapeutic use
18.
J Am Heart Assoc ; 11(4): e023110, 2022 02 15.
Article in English | MEDLINE | ID: mdl-35156386

ABSTRACT

Background Currently, little is known regarding seasonal variation for atrial fibrillation (AF) in the United States and whether quality of care for AF varies between seasons. Methods and Results The GWTG-AFib (Get With The Guidelines-AFib) registry was initiated by the American Heart Association to enhance national guideline adherence for treatment and management of AF. Our analyses included 61 291 patients who were admitted at 141 participating hospitals from 2014 to 2018 across the United States. Outcomes included numbers of AF admissions and quality-of-care measures (defect-free care, defined as a patient's receiving all eligible measures). For quality-of-care measures, generalized estimating equations accounting for within-site correlations were used to estimate odds ratios (ORs) with 95% CIs, adjusting patient and hospital characteristics. The proportion of AF admissions for each season was similar, with the highest percentage of AF admissions being observed in the fall (spring 25%, summer 25%, fall 27%, and winter 24%). Overall, AF admissions across seasons were similar, with no seasonal variation observed. No seasonal variation was observed for incident AF. There were no seasonal differences in care quality (multivariable adjusted ORs and 95% CIs were 0.93 (0.87-1.00) for winter, 1.09 (1.01-1.18) for summer, and 1.08 (0.97-1.20) for fall, compared with spring). Conclusions In a nationwide quality improvement registry, no seasonal variation was observed in hospital admissions for AF or quality of care for AF.


Subject(s)
Atrial Fibrillation , Atrial Fibrillation/diagnosis , Atrial Fibrillation/epidemiology , Atrial Fibrillation/therapy , Hospitalization , Humans , Quality Improvement , Registries , Seasons , United States/epidemiology
19.
JAMA ; 327(8): 760-771, 2022 02 22.
Article in English | MEDLINE | ID: mdl-35143601

ABSTRACT

Importance: Current guidelines recommend against use of intravenous alteplase in patients with acute ischemic stroke who are taking non-vitamin K antagonist oral anticoagulants (NOACs). Objective: To evaluate the safety and functional outcomes of intravenous alteplase among patients who were taking NOACs prior to stroke and compare outcomes with patients who were not taking long-term anticoagulants. Design, Setting, and Participants: A retrospective cohort study of 163 038 patients with acute ischemic stroke either taking NOACs or not taking anticoagulants prior to stroke and treated with intravenous alteplase within 4.5 hours of symptom onset at 1752 US hospitals participating in the Get With The Guidelines-Stroke program between April 2015 and March 2020, with complementary data from the Addressing Real-world Anticoagulant Management Issues in Stroke registry. Exposures: Prestroke treatment with NOACs within 7 days prior to alteplase treatment. Main Outcomes and Measures: The primary outcome was symptomatic intracranial hemorrhage occurring within 36 hours after intravenous alteplase administration. There were 4 secondary safety outcomes, including inpatient mortality, and 7 secondary functional outcomes assessed at hospital discharge, including the proportion of patients discharged home. Results: Of 163 038 patients treated with intravenous alteplase (median age, 70 [IQR, 59 to 81] years; 49.1% women), 2207 (1.4%) were taking NOACs and 160 831 (98.6%) were not taking anticoagulants prior to their stroke. Patients taking NOACs were older (median age, 75 [IQR, 64 to 82] years vs 70 [IQR, 58 to 81] years for those not taking anticoagulants), had a higher prevalence of cardiovascular comorbidities, and experienced more severe strokes (median National Institutes of Health Stroke Scale score, 10 [IQR, 5 to 17] vs 7 [IQR, 4 to 14]) (all standardized differences >10). The unadjusted rate of symptomatic intracranial hemorrhage was 3.7% (95% CI, 2.9% to 4.5%) for patients taking NOACs vs 3.2% (95% CI, 3.1% to 3.3%) for patients not taking anticoagulants. After adjusting for baseline clinical factors, the risk of symptomatic intracranial hemorrhage was not significantly different between groups (adjusted odds ratio [OR], 0.88 [95% CI, 0.70 to 1.10]; adjusted risk difference [RD], -0.51% [95% CI, -1.36% to 0.34%]). There were no significant differences in the secondary safety outcomes, including inpatient mortality (6.3% for patients taking NOACs vs 4.9% for patients not taking anticoagulants; adjusted OR, 0.84 [95% CI, 0.69 to 1.01]; adjusted RD, -1.20% [95% CI, -2.39% to -0%]). Of the secondary functional outcomes, 4 of 7 showed significant differences in favor of the NOAC group after adjustment, including the proportion of patients discharged home (45.9% vs 53.6% for patients not taking anticoagulants; adjusted OR, 1.17 [95% CI, 1.06 to 1.29]; adjusted RD, 3.84% [95% CI, 1.46% to 6.22%]). Conclusions and Relevance: Among patients with acute ischemic stroke treated with intravenous alteplase, use of NOACs within the preceding 7 days, compared with no use of anticoagulants, was not associated with a significantly increased risk of intracranial hemorrhage.


Subject(s)
Anticoagulants/therapeutic use , Fibrinolytic Agents/therapeutic use , Intracranial Hemorrhages/etiology , Ischemic Stroke/drug therapy , Tissue Plasminogen Activator/therapeutic use , Administration, Intravenous , Administration, Oral , Aged , Aged, 80 and over , Anticoagulants/adverse effects , Female , Humans , Ischemic Stroke/complications , Male , Middle Aged , Retrospective Studies , Risk Factors
20.
Circ Cardiovasc Qual Outcomes ; 15(1): e007610, 2022 01.
Article in English | MEDLINE | ID: mdl-35041476

ABSTRACT

BACKGROUND: Patients hospitalized with acute myocardial infarction (AMI) have a high mortality rate. Despite increasing recognition of the role for comfort focused care, little is known about the prevalence of comfort measures only (CMO) care among patients with AMI. The objective of this study was to investigate patient- and hospital-level patterns and predictors of CMO care among patients admitted with AMI. METHODS: This retrospective cohort study used the National Cardiovascular Data Registry Chest Pain-MI Registry, which contains data on patients admitted with AMI. Data were analyzed in 6-month increments from January 2015 to June 2018. RESULTS: Among 483 696 patients with AMI across 827 hospitals, 13 955 (2.9%) had CMO status at discharge (2.6% non-ST-segment-elevation myocardial infarction and 3.4% ST-segment-elevation myocardial infarction). There was a modest decline in CMO rates over time (3.0% to 2.8%). Independent patient characteristics associated with CMO status included male gender, White race, nonprivate insurance, frailty, and higher estimated bleeding and mortality risks. There was substantial variation in CMO rates across hospitals, with the proportion of CMO patients ranging from 0% to 17.1% and a median odds ratio of 1.59 (95% CI, 1.56-1.62). Among the 13 955 patients who were CMO by discharge, 8134 (58.3%) underwent diagnostic catheterization. This is despite significantly elevated risks predicted using precatheterization models, specifically the ACTION Registry GWTG in-hospital major bleeding and mortality risk scores. Patients who were initially managed invasively but later made CMO experienced high rates of procedural complications, including cardiogenic shock (38.3%), dialysis (10.1%), and bleeding (33.3%). CONCLUSIONS: Most patients with AMI who were CMO by discharge had aggressive initial management and became CMO following in-hospital complications of their care. Early identification of high-risk patients and appropriate transition of such patients to CMO, if aligned with their values, remain important areas for future quality programs in AMI.


Subject(s)
Myocardial Infarction , Hospital Mortality , Humans , Male , Myocardial Infarction/diagnosis , Myocardial Infarction/epidemiology , Myocardial Infarction/therapy , Prevalence , Registries , Retrospective Studies , Shock, Cardiogenic , Time Factors
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