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1.
Eur J Heart Fail ; 2024 May 15.
Artículo en Inglés | MEDLINE | ID: mdl-38745502

RESUMEN

AIM: The TRANSFORM-HF trial demonstrated no significant outcome differences between torsemide and furosemide following hospitalization for heart failure (HF), but may have been impacted by non-adherence to the randomized diuretic. The current study sought to determine the treatment effect of torsemide versus furosemide using an on-treatment analysis inclusive of all randomized patients except those confirmed non-adherent to study diuretic. METHODS AND RESULTS: TRANSFORM-HF was an open-label, pragmatic randomized trial of 2859 patients hospitalized for HF from June 2018 through March 2022. Patients were randomized to a loop diuretic strategy of torsemide versus furosemide with investigator-selected dosage. This post-hoc on-treatment analysis included all patients alive with either known or unknown diuretic status, and excluded patients confirmed to be non-adherent to study diuretic. This modified on-treatment definition was applied separately at time of hospital discharge and 30-day follow-up. All-cause mortality and hospitalization outcomes were assessed over 12 months. Overall, 2570 (89.9%) and 2374 (83.0%) patients were included in on-treatment analyses at discharge and 30-day follow-up, respectively. There was no significant difference in all-cause mortality between torsemide and furosemide in patients on-treatment at discharge (17.5% vs. 17.8%; hazard ratio [HR] 1.01 [95% confidence interval [CI] 0.83-1.22], p = 0.96) and at 30-day follow-up (14.5% vs. 15.0%; HR 1.02 [95% CI 0.81-1.27], p = 0.90). All-cause mortality or all-cause hospitalization was similar between torsemide and furosemide in patients who were on-treatment at discharge (58.3% vs. 61.3%; HR 0.92 [95% CI 0.82-1.03]) and 30-day follow-up (60.9% vs. 64.4%; HR 0.93 [95% CI 0.82-1.05]). In patients who were on-treatment at 30-day follow-up, there were 677 total hospitalizations in the torsemide group and 686 total hospitalizations in the furosemide group (rate ratio 0.99 [95% CI 0.86-1.14], p = 0.87). CONCLUSIONS: In TRANSFORM-HF, a post-hoc on-treatment analysis did not meaningfully differ from the original trial results. Among those deemed compliant with the assigned diuretic, there remained no significant difference in mortality or hospitalization after HF hospitalization with a strategy of torsemide versus furosemide. CLINICAL TRAIL REGISTRATION: ClinicalTrials.gov Identifier: NCT03296813.

2.
Proc Mach Learn Res ; 238: 1351-1359, 2024 May.
Artículo en Inglés | MEDLINE | ID: mdl-38725587

RESUMEN

Recently developed survival analysis methods improve upon existing approaches by predicting the probability of event occurrence in each of a number pre-specified (discrete) time intervals. By avoiding placing strong parametric assumptions on the event density, this approach tends to improve prediction performance, particularly when data are plentiful. However, in clinical settings with limited available data, it is often preferable to judiciously partition the event time space into a limited number of intervals well suited to the prediction task at hand. In this work, we develop Adaptive Discretization for Event PredicTion (ADEPT) to learn from data a set of cut points defining such a partition. We show that in two simulated datasets, we are able to recover intervals that match the underlying generative model. We then demonstrate improved prediction performance on three real-world observational datasets, including a large, newly harmonized stroke risk prediction dataset. Finally, we argue that our approach facilitates clinical decision-making by suggesting time intervals that are most appropriate for each task, in the sense that they facilitate more accurate risk prediction.

3.
J Am Coll Cardiol ; 83(20): 1990-1998, 2024 May 21.
Artículo en Inglés | MEDLINE | ID: mdl-38749617

RESUMEN

BACKGROUND: Little is known about the procedural characteristics, case volumes, and mortality rates for early- vs non-early-career interventional cardiologists in the United States. OBJECTIVES: This study examined operator-level data for patients who underwent percutaneous coronary intervention (PCI) between April 2018 and June 2022. METHODS: Data were collected from the National Cardiovascular Data Registry CathPCI Registry, American Board of Internal Medicine certification database, and National Plan and Provider Enumeration System database. Early-career operators were within 5 years of the end of training. Annual case volume, expected mortality and bleeding risk, and observed/predicted mortality and bleeding outcomes were evaluated. RESULTS: A total of 1,451 operators were early career; 1,011 changed their career status during the study; and 6,251 were non-early career. Overall, 514,540 patients were treated by early-career and 2,296,576 patients by non-early-career operators. The median annual case volume per operator was 59 (Q1-Q3: 31-97) for early-career and 57 (Q1-Q3: 28-100) for non-early-career operators. Early-career operators were more likely to treat patients presenting with ST-segment elevation myocardial infarction and urgent indications for PCI (both P < 0.001). The median predicted mortality risk was 2.0% (Q1-Q3: 1.5%-2.7%) for early-career and 1.8% (Q1-Q3: 1.2%-2.4%) for non-early-career operators. The median predicted bleeding risk was 4.9% (Q1-Q3: 4.2%-5.7%) for early-career and 4.4% (Q1-Q3: 3.7%-5.3%) for non-early-career operators. After adjustment, an increased risk of mortality (OR: 1.08; 95% CI: 1.05-1.17; P < 0.0001) and bleeding (OR: 1.08; 95% CI: 1.05-1.12; P < 0.0001) were associated with early-career status. CONCLUSIONS: Early-career operators are caring for patients with more acute presentations and higher predicted risk of mortality and bleeding compared with more experienced colleagues, with modestly worse outcomes. These data should inform institutional practices to support the development of early-career proceduralists.


Asunto(s)
Cardiólogos , Intervención Coronaria Percutánea , Sistema de Registros , Humanos , Estados Unidos/epidemiología , Intervención Coronaria Percutánea/estadística & datos numéricos , Femenino , Masculino , Persona de Mediana Edad , Cardiólogos/estadística & datos numéricos , Anciano , Competencia Clínica
4.
Eur J Heart Fail ; 2024 Apr 01.
Artículo en Inglés | MEDLINE | ID: mdl-38558520

RESUMEN

AIM: Among patients discharged after hospitalization for heart failure (HF), a strategy of torsemide versus furosemide showed no difference in all-cause mortality or hospitalization. Clinicians have traditionally favoured torsemide in the setting of kidney dysfunction due to better oral bioavailability and longer half-life, but direct supportive evidence is lacking. METHODS AND RESULTS: The TRANSFORM-HF trial randomized patients hospitalized for HF to a long-term strategy of torsemide versus furosemide, and enrolled patients across the spectrum of renal function (without dialysis). In this post-hoc analysis, baseline renal function during the index hospitalization was assessed as categories of estimated glomerular filtration rate (eGFR; <30, 30-<60, ≥60 ml/min/1.73 m2). The interaction between baseline renal function and treatment effect of torsemide versus furosemide was assessed with respect to mortality and hospitalization outcomes, and the change in Kansas City Cardiomyopathy Questionnaire clinical summary score (KCCQ-CSS). Of 2859 patients randomized, 336 (11.8%) had eGFR <30 ml/min/1.73 m2, 1138 (39.8%) had eGFR 30-<60 ml/min/1.73 m2, and 1385 (48.4%) had eGFR ≥60 ml/min/1.73 m2. Baseline eGFR did not modify treatment effects of torsemide versus furosemide on all adverse clinical outcomes including individual components or composites of all-cause mortality and all-cause (re)-hospitalizations, both when assessing eGFR categorically or continuously (p-value for interaction all >0.108). Similarly, no treatment effect modification by eGFR was found for the change in KCCQ-CSS (p-value for interaction all >0.052) when assessing eGFR categorically or continuously. CONCLUSION: Among patients discharged after hospitalization for HF, there was no significant difference in clinical and patient-reported outcomes between torsemide and furosemide, irrespective of renal function.

5.
Circ Heart Fail ; 17(3): e011246, 2024 03.
Artículo en Inglés | MEDLINE | ID: mdl-38436075

RESUMEN

BACKGROUND: The TRANSFORM-HF trial (Torsemide Comparison With Furosemide for Management of Heart Failure) found no significant difference in all-cause mortality or hospitalization among patients randomized to a strategy of torsemide versus furosemide following a heart failure (HF) hospitalization. However, outcomes and responses to some therapies differ by left ventricular ejection fraction (LVEF). Thus, we sought to explore the effect of torsemide versus furosemide by baseline LVEF and to assess outcomes across LVEF groups. METHODS: We compared baseline patient characteristics and randomized treatment effects for various end points in TRANSFORM-HF stratified by LVEF: HF with reduced LVEF, ≤40% versus HF with mildly reduced LVEF, 41% to 49% versus HF with preserved LVEF, ≥50%. We also evaluated associations between LVEF and clinical outcomes. Study end points were all-cause mortality or hospitalization at 30 days and 12 months, total hospitalizations at 12 months, and change from baseline in Kansas City Cardiomyopathy Questionnaire clinical summary score. RESULTS: Overall, 2635 patients (median 64 years, 36% female, 34% Black) had LVEF data. Compared with HF with reduced LVEF, patients with HF with mildly reduced LVEF and HF with preserved LVEF had a higher prevalence of comorbidities. After adjusting for covariates, there was no significant difference in risk of clinical outcomes across the LVEF groups (adjusted hazard ratio for 12-month all-cause mortality, 0.91 [95% CI, 0.59-1.39] for HF with mildly reduced LVEF versus HF with reduced LVEF and 0.91 [95% CI, 0.70-1.17] for HF with preserved LVEF versus HF with reduced LVEF; P=0.73). In addition, there was no significant difference between torsemide and furosemide (1) for mortality and hospitalization outcomes, irrespective of LVEF group and (2) in changes in Kansas City Cardiomyopathy Questionnaire clinical summary score in any LVEF subgroup. CONCLUSIONS: Despite baseline demographic and clinical differences between LVEF cohorts in TRANSFORM-HF, there were no significant differences in the clinical end points with torsemide versus furosemide across the LVEF spectrum. There was a substantial risk for all-cause mortality and subsequent hospitalization independent of baseline LVEF. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03296813.


Asunto(s)
Cardiomiopatías , Insuficiencia Cardíaca , Femenino , Humanos , Masculino , Furosemida/efectos adversos , Insuficiencia Cardíaca/diagnóstico , Insuficiencia Cardíaca/tratamiento farmacológico , Alta del Paciente , Volumen Sistólico/fisiología , Torasemida/efectos adversos , Resultado del Tratamiento , Función Ventricular Izquierda/fisiología , Persona de Mediana Edad , Anciano
6.
Circ Cardiovasc Interv ; 17(3): e013003, 2024 03.
Artículo en Inglés | MEDLINE | ID: mdl-38410946

RESUMEN

BACKGROUND: The American College of Cardiology Reduce the Risk: PCI Bleed Campaign was a hospital-based quality improvement campaign designed to reduce post-percutaneous coronary intervention (PCI) bleeding events. The aim of the campaign was to provide actionable evidence-based tools for participants to review, adapt, and adopt, depending upon hospital resources and engagement. METHODS: We used data from 8 757 737 procedures in the National Cardiovascular Data Registry between 2015 and 2021 to compare patient and hospital characteristics and bleeding outcomes among campaign participants (n=195 hospitals) and noncampaign participants (n=1384). Post-PCI bleeding risk was compared before and after campaign participation. Multivariable hierarchical logistic regression was used to determine the adjusted association between campaign participation and post-PCI bleeding events. Prespecified subgroups were examined. RESULTS: Campaign hospitals were more often higher volume teaching facilities located in urban or suburban locations. After adjustment, campaign participation was associated with a significant reduction in the rate of bleeding (bleeding: adjusted odds ratio, 0.61 [95% CI, 0.53-0.71]). Campaign hospitals had a greater decrease in bleeding events than noncampaign hospitals. In a subgroup analysis, the reduction in bleeding was noted in non-ST-segment-elevation acute coronary syndrome and ST-segment-elevation myocardial infarction patients, but no significant reduction was seen in patients without acute coronary syndrome. CONCLUSIONS: Participation in the American College of Cardiology Reduce the Risk: PCI Bleed Campaign was associated with a significant reduction in post-PCI bleeding. Our results underscore that national quality improvement efforts can be associated with a significant impact on PCI outcomes.


Asunto(s)
Síndrome Coronario Agudo , Intervención Coronaria Percutánea , Humanos , Síndrome Coronario Agudo/diagnóstico por imagen , Síndrome Coronario Agudo/terapia , Hemorragia/etiología , Hemorragia/prevención & control , Intervención Coronaria Percutánea/efectos adversos , Intervención Coronaria Percutánea/métodos , Sistema de Registros , Factores de Riesgo , Resultado del Tratamiento , Estados Unidos
7.
J Biomed Inform ; 149: 104532, 2024 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-38070817

RESUMEN

INTRODUCTION: Risk prediction, including early disease detection, prevention, and intervention, is essential to precision medicine. However, systematic bias in risk estimation caused by heterogeneity across different demographic groups can lead to inappropriate or misinformed treatment decisions. In addition, low incidence (class-imbalance) outcomes negatively impact the classification performance of many standard learning algorithms which further exacerbates the racial disparity issues. Therefore, it is crucial to improve the performance of statistical and machine learning models in underrepresented populations in the presence of heavy class imbalance. METHOD: To address demographic disparity in the presence of class imbalance, we develop a novel framework, Trans-Balance, by leveraging recent advances in imbalance learning, transfer learning, and federated learning. We consider a practical setting where data from multiple sites are stored locally under privacy constraints. RESULTS: We show that the proposed Trans-Balance framework improves upon existing approaches by explicitly accounting for heterogeneity across demographic subgroups and cohorts. We demonstrate the feasibility and validity of our methods through numerical experiments and a real application to a multi-cohort study with data from participants of four large, NIH-funded cohorts for stroke risk prediction. CONCLUSION: Our findings indicate that the Trans-Balance approach significantly improves predictive performance, especially in scenarios marked by severe class imbalance and demographic disparity. Given its versatility and effectiveness, Trans-Balance offers a valuable contribution to enhancing risk prediction in biomedical research and related fields.


Asunto(s)
Algoritmos , Investigación Biomédica , Humanos , Estudios de Cohortes , Aprendizaje Automático , Demografía
8.
JACC Heart Fail ; 12(3): 567-579, 2024 Mar.
Artículo en Inglés | MEDLINE | ID: mdl-37855754

RESUMEN

BACKGROUND: Hypertension (HTN) is common in patients with hypertrophic cardiomyopathy (HCM), but its effect on the treatment of left ventricular outflow tract (LVOT) obstruction is undefined. Although elevated systolic blood pressure (SBP) may impact dynamic LVOT gradients, its response to cardiac myosin inhibition is unknown. OBJECTIVES: In a post hoc exploratory analysis of the EXPLORER-HCM trial (Clinical Study to Evaluate Mavacamten [MYK-461] in Adults With Symptomatic Obstructive Hypertrophic Cardiomyopathy), the authors examined the characteristics of patients with obstructive HCM and HTN and the associations between HTN, SBP, and the response to mavacamten treatment of LVOT obstruction. METHODS: Patients were stratified by baseline history of HTN and mean SBP during 30-week treatment with mavacamten or placebo. The study estimated treatment differences and evaluated HTN and SBP groups by treatment interaction. Analysis of covariance was used to model changes in continuous endpoints, and a generalized linear model was used for binary endpoints. RESULTS: HTN was present in 119 of 251 patients (47.4%), including 60 receiving mavacamten and 59 receiving placebo. Patients with HTN vs no HTN were older (63.4 vs 54.0 years; P < 0.001), had higher SBP (134 ± 15.1 mm Hg vs 123 ± 13.8 mm Hg; P < 0.001), more comorbidities, and lower peak oxygen consumption (19 ± 3 vs 20 ± 4 mL/kg/min; P = 0.021). Patients with HTN had similar NYHA functional class (NYHA functional class II, 72% vs 73%), Valsalva LVOT gradients (72 ± 34 mm Hg vs 74 ± 30 mm Hg), Kansas City Cardiomyopathy Questionnaire-Clinical Summary Scores (70.6 ± 18.8 vs 68.9 ± 23.1), and NT pro-B-type natriuretic peptide levels (geometric mean 632 ± 129 pg/mL vs 745 ± 130 pg/mL). Mavacamten-treated patients had improvement in all primary, secondary, and exploratory endpoints regardless of HTN status or mean SBP. CONCLUSIONS: The clinical benefits of mavacamten in symptomatic, obstructive HCM were similar in patients with and without HTN, despite differences in baseline characteristics. (Clinical Study to Evaluate Mavacamten [MYK-461] in Adults With Symptomatic Obstructive Hypertrophic Cardiomyopathy [EXPLORER-HCM]; NCT03470545).


Asunto(s)
Cardiomiopatía Hipertrófica , Insuficiencia Cardíaca , Hipertensión , Uracilo , Adulto , Humanos , Bencilaminas/efectos adversos , Cardiomiopatía Hipertrófica/complicaciones , Cardiomiopatía Hipertrófica/tratamiento farmacológico , Insuficiencia Cardíaca/tratamiento farmacológico , Hipertensión/complicaciones , Hipertensión/tratamiento farmacológico , Uracilo/análogos & derivados
9.
Circulation ; 149(7): 498-509, 2024 02 13.
Artículo en Inglés | MEDLINE | ID: mdl-37961906

RESUMEN

BACKGROUND: Compared with men, women with hypertrophic cardiomyopathy (HCM) have a higher incidence of heart failure and worse outcomes. We investigated baseline clinical and echocardiographic characteristics and response to mavacamten among women compared with men in the EXPLORER-HCM study (Clinical Study to Evaluate Mavacamten [MYK-461] in Adults With Symptomatic Obstructive Hypertrophic Cardiomyopathy). METHODS: A prespecified post hoc analysis of sex from the blinded, randomized EXPLORER-HCM trial of mavacamten versus placebo in symptomatic patients with obstructive HCM was performed. Baseline characteristics were compared with t tests for continuous variables (expressed as mean values) and χ2 tests for categorical variables. Prespecified primary, secondary, and exploratory end points and echocardiographic measurements from baseline to end of treatment (week 30) were analyzed with ANCOVA for continuous end points and a generalized linear model with binomial distribution for binary end points, with adjustment for each outcome's baseline value, New York Heart Association class, ß-blocker use, and ergometer type. RESULTS: At baseline, women (n=102) were older (62 years versus 56 years; P<0.0001), had lower peak oxygen consumption (16.7 mL·kg-1·min-1 versus 21.3 mL·kg-1·min-1; P<0.0001), were more likely to be assigned New York Heart Association class III (42% versus 17%; P<0.0001), had worse health status (Kansas City Cardiomyopathy Questionnaire-Clinical Summary Score 64 versus 75; P<0.0001), and had higher baseline plasma NT-proBNP (N-terminal pro-B-type natriuretic peptide) levels (1704 ng/L versus 990 ng/L; P=0.004) than men (n=149). After 30 weeks of mavacamten treatment, similar improvements were observed in women and men in the primary composite end point (percentage difference on mavacamten versus placebo, 22% versus 19%, respectively; P=0.759) and in the secondary end points of change in postexercise left ventricular outflow tract gradient (-42.4 mm Hg versus -33.6 mm Hg; P=0.348), change in peak oxygen consumption (1.2 mL·kg-1·min-1 versus 1.6 mL·kg-1·min-1; P=0.633), and percentage achieving ≥1 New York Heart Association class improvement (41% versus 28%; P=0.254). However, women had greater improvement in health status (Kansas City Cardiomyopathy Questionnaire-Clinical Summary Score 14.8 versus 6.1; P=0.026) and in the exploratory end point of NT-proBNP levels (-1322 ng/L versus -649 ng/L; P=0.0008). CONCLUSIONS: Although at baseline women with symptomatic obstructive HCM enrolled in EXPLORER-HCM were older and had worse heart failure and health status than men, treatment with mavacamten resulted in similar improvements in the primary and most secondary EXPLORER-HCM end points and greater improvements in health status and NT-proBNP. REGISTRATION: URL: https://www.clinicaltrials.gov; Unique identifier: NCT03470545.


Asunto(s)
Bencilaminas , Cardiomiopatía Hipertrófica , Uracilo , Adulto , Femenino , Humanos , Masculino , Bencilaminas/uso terapéutico , Cardiomiopatía Hipertrófica/tratamiento farmacológico , Insuficiencia Cardíaca , Uracilo/uso terapéutico , Uracilo/análogos & derivados , Ensayos Clínicos Controlados Aleatorios como Asunto , Factores Sexuales
10.
JAMA Cardiol ; 9(2): 182-188, 2024 Feb 01.
Artículo en Inglés | MEDLINE | ID: mdl-37955908

RESUMEN

Importance: Differences in clinical profiles, outcomes, and diuretic treatment effects may exist between patients with de novo heart failure (HF) and worsening chronic HF (WHF). Objectives: To compare clinical characteristics and treatment outcomes of torsemide vs furosemide in patients hospitalized with de novo HF vs WHF. Design, Setting, and Participants: All patients with a documented ejection fraction who were randomized in the Torsemide Comparison With Furosemide for Management of Heart Failure (TRANSFORM-HF) trial, conducted from June 18 through March 2022, were included in this post hoc analysis. Study data were analyzed March to May 2023. Exposure: Patients were categorized by HF type and further divided by loop diuretic strategy. Main Outcomes and Measures: End points included all-cause mortality and hospitalization outcomes over 12 months, as well as change from baseline in the Kansas City Cardiomyopathy Questionnaire Clinical Summary Score (KCCQ-CSS). Results: Among 2858 patients (mean [SD] age, 64.5 [14.0] years; 1803 male [63.1%]), 838 patients (29.3%) had de novo HF, and 2020 patients (70.7%) had WHF. Patients with de novo HF were younger (mean [SD] age, 60.6 [14.5] years vs 66.1 [13.5] years), had a higher glomerular filtration rate (mean [SD], 68.6 [24.9] vs 57.0 [24.0]), lower levels of natriuretic peptides (median [IQR], brain-type natriuretic peptide, 855.0 [423.0-1555.0] pg/mL vs 1022.0 [500.0-1927.0] pg/mL), and tended to be discharged on lower doses of loop diuretic (mean [SD], 50.3 [46.2] mg vs 63.8 [52.4] mg). De novo HF was associated with lower all-cause mortality at 12 months (de novo, 65 of 838 [9.1%] vs WHF, 408 of 2020 [25.4%]; adjusted hazard ratio [aHR], 0.50; 95% CI, 0.38-0.66; P < .001). Similarly, lower all-cause first rehospitalization at 12 months and greater improvement from baseline in KCCQ-CSS at 12 months were noted among patients with de novo HF (median [IQR]: de novo, 29.94 [27.35-32.54] vs WHF, 23.68 [21.62-25.74]; adjusted estimated difference in means: 6.26; 95% CI, 3.72-8.81; P < .001). There was no significant difference in mortality with torsemide vs furosemide in either de novo (No. of events [rate per 100 patient-years]: torsemide, 27 [7.4%] vs furosemide, 38 [10.9%]; aHR, 0.70; 95% CI, 0.40-1.14; P = .15) or WHF (torsemide 212 [26.8%] vs furosemide, 196 [24.0%]; aHR, 1.08; 95% CI, 0.89-1.32; P = .42; P for interaction = .10), In addition, no significant differences in hospitalizations, first all-cause hospitalization, or total hospitalizations at 12 months were noted with a strategy of torsemide vs furosemide in either de novo HF or WHF. Conclusions and Relevance: Among patients discharged after hospitalization for HF, de novo HF was associated with better clinical and patient-reported outcomes when compared with WHF. Regardless of HF type, there was no significant difference between torsemide and furosemide with respect to 12-month clinical or patient-reported outcomes.


Asunto(s)
Furosemida , Insuficiencia Cardíaca , Humanos , Masculino , Persona de Mediana Edad , Furosemida/uso terapéutico , Torasemida/uso terapéutico , Inhibidores del Simportador de Cloruro Sódico y Cloruro Potásico/uso terapéutico , Diuréticos/uso terapéutico , Enfermedad Crónica
11.
Circ Cardiovasc Qual Outcomes ; 16(11): e009938, 2023 11.
Artículo en Inglés | MEDLINE | ID: mdl-37850400

RESUMEN

BACKGROUND: High-quality research in cardiovascular prevention, as in other fields, requires inclusion of a broad range of data sets from different sources. Integrating and harmonizing different data sources are essential to increase generalizability, sample size, and representation of understudied populations-strengthening the evidence for the scientific questions being addressed. METHODS: Here, we describe an effort to build an open-access repository and interactive online portal for researchers to access the metadata and code harmonizing data from 4 well-known cohort studies-the REGARDS (Reasons for Geographic and Racial Differences in Stroke) study, FHS (Framingham Heart Study), MESA (Multi-Ethnic Study of Atherosclerosis), and ARIC (Atherosclerosis Risk in Communities) study. We introduce a methodology and a framework used for preprocessing and harmonizing variables from multiple studies. RESULTS: We provide a real-case study and step-by-step guidance to demonstrate the practical utility of our repository and interactive web page. In addition to our successful development of such an open-access repository and interactive web page, this exercise in harmonizing data from multiple cohort studies has revealed several key themes. These themes include the importance of careful preprocessing and harmonization of variables, the value of creating an open-access repository to facilitate collaboration and reproducibility, and the potential for using harmonized data to address important scientific questions and disparities in cardiovascular disease research. CONCLUSIONS: By integrating and harmonizing these large-scale cohort studies, such a repository may improve the statistical power and representation of understudied cohorts, enabling development and validation of risk prediction models, identification and investigation of risk factors, and creating a platform for racial disparities research. REGISTRATION: URL: https://precision.heart.org/duke-ninds.


Asunto(s)
Aterosclerosis , Metadatos , Humanos , Reproducibilidad de los Resultados , Estudios de Cohortes , Estudios Longitudinales
13.
Am Heart J ; 265: 132-136, 2023 Nov.
Artículo en Inglés | MEDLINE | ID: mdl-37506747

RESUMEN

Rate control is fundamental in the treatment of patients with atrial fibrillation (AF). The independent association of heart rate with outcomes and range of heart rate associated with best outcomes remains uncertain. We assessed the relationship between heart rate and clinical outcomes in patients with persistent or permanent AF enrolled in the randomized, double-blind ARISTOTLE trial. In patients with persistent or permanent AF, a faster heart rate is associated with a modest, but statistically significant increase in death and heart failure hospitalizations. TRIAL REGISTRATION: ClinicalTrials.gov (NCT00412984).

14.
Circulation ; 148(17): 1305-1315, 2023 Oct 24.
Artículo en Inglés | MEDLINE | ID: mdl-37417248

RESUMEN

BACKGROUND: Graft patency is the postulated mechanism for the benefits of coronary artery bypass grafting (CABG). However, systematic graft imaging assessment after CABG is rare, and there is a lack of contemporary data on the factors associated with graft failure and on the association between graft failure and clinical events after CABG. METHODS: We pooled individual patient data from randomized clinical trials with systematic CABG graft imaging to assess the incidence of graft failure and its association with clinical risk factors. The primary outcome was the composite of myocardial infarction or repeat revascularization occurring after CABG and before imaging. A 2-stage meta-analytic approach was used to evaluate the association between graft failure and the primary outcome. We also assessed the association between graft failure and myocardial infarction, repeat revascularization, or all-cause death occurring after imaging. RESULTS: Seven trials were included comprising 4413 patients (mean age, 64.4±9.1 years; 777 [17.6%] women; 3636 [82.4%] men) and 13 163 grafts (8740 saphenous vein grafts and 4423 arterial grafts). The median time to imaging was 1.02 years (interquartile range [IQR], 1.00-1.03). Graft failure occurred in 1487 (33.7%) patients and in 2190 (16.6%) grafts. Age (adjusted odds ratio [aOR], 1.08 [per 10-year increment] [95% CI, 1.01-1.15]; P=0.03), female sex (aOR, 1.27 [95% CI, 1.08-1.50]; P=0.004), and smoking (aOR, 1.20 [95% CI, 1.04-1.38]; P=0.01) were independently associated with graft failure, whereas statins were associated with a protective effect (aOR, 0.74 [95% CI, 0.63-0.88]; P<0.001). Graft failure was associated with an increased risk of myocardial infarction or repeat revascularization occurring between CABG and imaging assessment (8.0% in patients with graft failure versus 1.7% in patients without graft failure; aOR, 3.98 [95% CI, 3.54-4.47]; P<0.001). Graft failure was also associated with an increased risk of myocardial infarction or repeat revascularization occurring after imaging (7.8% versus 2.0%; aOR, 2.59 [95% CI, 1.86-3.62]; P<0.001). All-cause death after imaging occurred more frequently in patients with graft failure compared with patients without graft failure (11.0% versus 2.1%; aOR, 2.79 [95% CI, 2.01-3.89]; P<0.001). CONCLUSIONS: In contemporary practice, graft failure remains common among patients undergoing CABG and is strongly associated with adverse cardiac events.

15.
J Card Fail ; 29(12): 1603-1614, 2023 12.
Artículo en Inglés | MEDLINE | ID: mdl-37479054

RESUMEN

BACKGROUND: Heart failure (HF) may complicate acute coronary syndrome (ACS) and is associated with a high burden of short- and long-term morbidity and mortality. Only limited data regarding future ischemic events and rehospitalization are available for patients who suffer HF before or during ACS. METHODS: A secondary analysis of 4 large ACS trials (PLATO, APPRAISE-2, TRACER, and TRILOGY ACS) using Cox proportional hazards models was performed to investigate the association of HF status (no HF, chronic HF, de novo HF) at presentation for ACS with all-cause and cardiovascular death, major adverse cardiovascular event (MACE ), myocardial infarction, stroke, and hospitalization for heart failure (HHF) by 1 year. Cumulative incidence plots are presented at 30 days and 1 year. RESULTS: A total of 11.1% of the 47,474 patients presenting with ACS presented with evidence of acute HF, 55.0% of whom presented with de novo HF. Patients with chronic HF presented with evidence of acute HF at a higher rate than those with no previous HF (40.3% vs 6.9%). Compared to those without HF, those with chronic and de novo HF had higher rates of all-cause mortality (adjusted hazard ratio [aHR] 2.01, 95% confidence interval [CI] 1.72-2.34 and aHR 1.47, 95% CI1.15-1.88, respectively), MACE (aHR 1.47, 95% CI1.31-1-.66 and aHR 1.38, 95% CI1.12-1.69), and HHF (aHR 2.29, 95% CI2.02-2.61 and aHR 1.48, 95% CI 1.20-1.82) at 1 year. CONCLUSION: In this large cohort of patients with ACS, both prior and de novo HF complicating ACS were associated with significantly higher risk-adjusted rates of death, ischemic events and HHF at 30 days and 1 year. Further studies examining the association between HF and outcomes in this high-risk population are warranted, especially given the advent of more contemporary HF therapies.


Asunto(s)
Síndrome Coronario Agudo , Insuficiencia Cardíaca , Infarto del Miocardio , Accidente Cerebrovascular , Humanos , Síndrome Coronario Agudo/complicaciones , Síndrome Coronario Agudo/diagnóstico , Síndrome Coronario Agudo/epidemiología , Insuficiencia Cardíaca/tratamiento farmacológico , Incidencia , Infarto del Miocardio/complicaciones , Accidente Cerebrovascular/etiología , Ensayos Clínicos como Asunto
16.
JACC Cardiovasc Interv ; 16(12): 1517-1528, 2023 06 26.
Artículo en Inglés | MEDLINE | ID: mdl-37380235

RESUMEN

BACKGROUND: Contemporary data comparing the outcomes of transradial access (TRA) vs transfemoral access (TFA) among patients presenting with acute myocardial infarction and cardiogenic shock (AMI-CS) undergoing percutaneous coronary intervention (PCI) are limited. OBJECTIVES: This study examines in-hospital outcomes and institutional variation among patients with AMI-CS undergoing TRA-PCI vs TFA-PCI. METHODS: Patients admitted with AMI-CS from the NCDR CathPCI registry between April 2018 and June 2021 were included. Multivariable logistic regression and inverse probability weighting models were used to assess the association between access site and in-hospital outcomes. A falsification analysis using non-access site-related bleeding was performed. RESULTS: Among 35,944 patients with AMI-CS undergoing PCI, 25.6% were performed with TRA. The proportion of TRA-PCI increased over the study period (22.0% in the second quarter of 2018 vs 29.1% in the second quarter of 2021; P-trend <0.001). Significant institutional-level variability in the use of TRA-PCI was also observed: 20.9% of all sites using TRA in <2% of PCIs (low utilization) vs 1.9% of all sites using TRA in >80% of PCIs (high utilization). Patients undergoing TRA-PCI had a significantly lower adjusted incidence of major bleeding (odds ratio [OR]: 0.71; 95% confidence interval [CI]: 0.67-0.76), mortality (OR: 0.73; 95% CI: 0.69-0.78), vascular complications (OR: 0.67; 95% CI: 0.54-0.84), and new dialysis (OR: 0.86; 95% CI: 0.77-0.97). There was no difference in non-access site related bleeding (OR: 0.93; 95% CI: 0.84-1.03). Sensitivity analyses revealed similar benefit with TRA-PCI among patients without arterial cross-over. There were no significant interactions observed between TRA-PCI with mechanical circulatory support and in-hospital outcomes. CONCLUSIONS: In this large nationwide contemporary analysis of patients with AMI-CS, about quarter of PCIs were performed via TRA with wide variability across US institutions. TRA-PCI was associated with significantly lower incidence of in-hospital major bleeding, mortality, vascular complications, and new dialysis. This benefit was observed irrespective of mechanical circulatory support use.


Asunto(s)
Infarto del Miocardio , Intervención Coronaria Percutánea , Humanos , Choque Cardiogénico/diagnóstico , Choque Cardiogénico/terapia , Intervención Coronaria Percutánea/efectos adversos , Resultado del Tratamiento , Hospitales , Infarto del Miocardio/terapia
17.
Am J Obstet Gynecol ; 229(3): 275.e1-275.e17, 2023 09.
Artículo en Inglés | MEDLINE | ID: mdl-37244458

RESUMEN

BACKGROUND: Few studies have directly compared different surgical procedures for uterine fibroids with respect to long-term health-related quality of life outcomes and symptom improvement. OBJECTIVE: We examined differences in change from baseline to 1-, 2-, and 3-year follow-up in health-related quality of life and symptom severity among patients who underwent abdominal myomectomy, laparoscopic or robotic myomectomy, abdominal hysterectomy, laparoscopic or robotic hysterectomy, or uterine artery embolization. STUDY DESIGN: The COMPARE-UF registry is a multiinstitutional prospective observational cohort study of women undergoing treatment for uterine fibroids. A subset of 1384 women aged 31 to 45 years who underwent either abdominal myomectomy (n=237), laparoscopic myomectomy (n=272), abdominal hysterectomy (n=177), laparoscopic hysterectomy (n=522), or uterine artery embolization (n=176) were included in this analysis. We obtained demographics, fibroid history, and symptoms by questionnaires at enrollment and at 1, 2, and 3 years posttreatment. We used the UFS-QoL (Uterine Fibroid Symptom and Quality of Life) questionnaire to ascertain symptom severity and health-related quality of life scores among participants. To account for potential baseline differences across treatment groups, a propensity score model was used to derive overlap weights and compare total health-related quality of life and symptom severity scores after enrollment with a repeated measures model. For this health-related quality of life tool, a specific minimal clinically important difference has not been determined, but on the basis of previous research, a difference of 10 points was considered as a reasonable estimate. Use of this difference was agreed upon by the Steering Committee at the time when the analysis was planned. RESULTS: At baseline, women undergoing hysterectomy and uterine artery embolization reported the lowest health-related quality of life scores and highest symptom severity scores compared with those undergoing abdominal myomectomy or laparoscopic myomectomy (P<.001). Those undergoing hysterectomy and uterine artery embolization reported the longest duration of fibroid symptoms with a mean of 6.3 years (standard deviation, 6.7; P<.001). The most common fibroid symptoms were menorrhagia (75.3%), bulk symptoms (74.2%), and bloating (73.2%). More than half (54.9%) of participants reported anemia, and 9.4% women reported a history of blood transfusion. Across all modalities, total health-related quality of life and symptom severity score markedly improved from baseline to 1-year with the largest improvement in the laparoscopic hysterectomy group (Uterine Fibroids Symptom and Quality of Life: delta= [+] 49.2; symptom severity: delta= [-] 51.3). Those undergoing abdominal myomectomy, laparoscopic myomectomy, and uterine artery embolization also demonstrated significant improvement in health-related quality of life (delta= [+]43.9, [+]32.9, [+]40.7, respectively) and symptom severity (delta= [-]41.4, [-] 31.5, [-] 38.5, respectively) at 1 year, and the improvement persisted from baseline for uterine-sparing procedures during second (Uterine Fibroids Symptom and Quality of Life: delta= [+]40.7, [+]37.4, [+]39.3 SS: delta= [-] 38.5, [-] 32.0, [-] 37.7 and third year (Uterine Fibroids Symptom and Quality of Life: delta= [+] 40.9, [+]39.9, [+]41.1 and SS: delta= [-] 33.9, [-]36.5, [-] 33.0, respectively), posttreatment intervals, however with a trend toward decline in degree of improvement from years 1 and 2. Differences from baseline were greatest for hysterectomy; however, this may reflect the relative importance of bleeding in the Uterine Fibroids Symptom and Quality of Life, rather than clinically meaningful symptom recurrence among women undergoing uterus-sparing treatments. CONCLUSION: All treatment modalities were associated with significant improvements in health-related quality of life and symptom severity reduction 1-year posttreatment. However, abdominal myomectomy, laparoscopic myomectomy and uterine artery embolization indicated a gradual decline in symptom improvement and health-related quality of life by third year after the procedure.


Asunto(s)
Leiomioma , Embolización de la Arteria Uterina , Miomectomía Uterina , Neoplasias Uterinas , Humanos , Femenino , Masculino , Miomectomía Uterina/métodos , Calidad de Vida , Neoplasias Uterinas/cirugía , Estudios Prospectivos , Leiomioma/cirugía , Histerectomía , Resultado del Tratamiento
18.
JAMA ; 329(4): 306-317, 2023 01 24.
Artículo en Inglés | MEDLINE | ID: mdl-36692561

RESUMEN

Importance: Stroke is the fifth-highest cause of death in the US and a leading cause of serious long-term disability with particularly high risk in Black individuals. Quality risk prediction algorithms, free of bias, are key for comprehensive prevention strategies. Objective: To compare the performance of stroke-specific algorithms with pooled cohort equations developed for atherosclerotic cardiovascular disease for the prediction of new-onset stroke across different subgroups (race, sex, and age) and to determine the added value of novel machine learning techniques. Design, Setting, and Participants: Retrospective cohort study on combined and harmonized data from Black and White participants of the Framingham Offspring, Atherosclerosis Risk in Communities (ARIC), Multi-Ethnic Study for Atherosclerosis (MESA), and Reasons for Geographical and Racial Differences in Stroke (REGARDS) studies (1983-2019) conducted in the US. The 62 482 participants included at baseline were at least 45 years of age and free of stroke or transient ischemic attack. Exposures: Published stroke-specific algorithms from Framingham and REGARDS (based on self-reported risk factors) as well as pooled cohort equations for atherosclerotic cardiovascular disease plus 2 newly developed machine learning algorithms. Main Outcomes and Measures: Models were designed to estimate the 10-year risk of new-onset stroke (ischemic or hemorrhagic). Discrimination concordance index (C index) and calibration ratios of expected vs observed event rates were assessed at 10 years. Analyses were conducted by race, sex, and age groups. Results: The combined study sample included 62 482 participants (median age, 61 years, 54% women, and 29% Black individuals). Discrimination C indexes were not significantly different for the 2 stroke-specific models (Framingham stroke, 0.72; 95% CI, 0.72-073; REGARDS self-report, 0.73; 95% CI, 0.72-0.74) vs the pooled cohort equations (0.72; 95% CI, 0.71-0.73): differences 0.01 or less (P values >.05) in the combined sample. Significant differences in discrimination were observed by race: the C indexes were 0.76 for all 3 models in White vs 0.69 in Black women (all P values <.001) and between 0.71 and 0.72 in White men and between 0.64 and 0.66 in Black men (all P values ≤.001). When stratified by age, model discrimination was better for younger (<60 years) vs older (≥60 years) adults for both Black and White individuals. The ratios of observed to expected 10-year stroke rates were closest to 1 for the REGARDS self-report model (1.05; 95% CI, 1.00-1.09) and indicated risk overestimation for Framingham stroke (0.86; 95% CI, 0.82-0.89) and pooled cohort equations (0.74; 95% CI, 0.71-0.77). Performance did not significantly improve when novel machine learning algorithms were applied. Conclusions and Relevance: In this analysis of Black and White individuals without stroke or transient ischemic attack among 4 US cohorts, existing stroke-specific risk prediction models and novel machine learning techniques did not significantly improve discriminative accuracy for new-onset stroke compared with the pooled cohort equations, and the REGARDS self-report model had the best calibration. All algorithms exhibited worse discrimination in Black individuals than in White individuals, indicating the need to expand the pool of risk factors and improve modeling techniques to address observed racial disparities and improve model performance.


Asunto(s)
Población Negra , Disparidades en Atención de Salud , Prejuicio , Medición de Riesgo , Accidente Cerebrovascular , Población Blanca , Femenino , Humanos , Masculino , Persona de Mediana Edad , Aterosclerosis/epidemiología , Enfermedades Cardiovasculares/epidemiología , Ataque Isquémico Transitorio/epidemiología , Estudios Retrospectivos , Accidente Cerebrovascular/diagnóstico , Accidente Cerebrovascular/epidemiología , Accidente Cerebrovascular/etnología , Medición de Riesgo/normas , Reproducibilidad de los Resultados , Factores Sexuales , Factores de Edad , Factores Raciales/estadística & datos numéricos , Población Negra/estadística & datos numéricos , Población Blanca/estadística & datos numéricos , Estados Unidos/epidemiología , Aprendizaje Automático/normas , Sesgo , Prejuicio/prevención & control , Disparidades en Atención de Salud/etnología , Disparidades en Atención de Salud/normas , Disparidades en Atención de Salud/estadística & datos numéricos , Simulación por Computador/normas , Simulación por Computador/estadística & datos numéricos
19.
J Womens Health (Larchmt) ; 32(4): 423-433, 2023 04.
Artículo en Inglés | MEDLINE | ID: mdl-36637808

RESUMEN

Objective: To compare 12-month post-treatment health-related quality of life (HR-QoL) and symptom severity (SS) changes among patients with symptomatic uterine fibroids (SUF) not seeking fertility and undergo a hysterectomy, abdominal myomectomy (AM), or uterine artery embolization (UAE). Materials and Methods: The Comparing Options for Management: Patient-Centered Results for Uterine Fibroids (COMPARE-UF) Registry is a multi-institutional prospective observational cohort study of patients treated for SUF. A subset of 1465 women 31-45 years of age, who underwent either hysterectomy (n = 741), AM (n = 446), or UAE (n = 155) were included in this analysis. Demographics, fibroid history, and symptoms were obtained by baseline questionnaires and at 1 year post-treatment. Results were stratified by all treatments and propensity score weighting to adjust for differences in baseline characteristics. Results: Women undergoing UAE reported the lowest baseline HR-QoL and highest SS scores (mean = 40.6 [standard deviation (SD) = 23.8]; 62.3 [SD = 24.2]) followed by hysterectomy (44.3 [24.3]; 59.8 [SD = 24.1]). At 12 months, women who underwent a hysterectomy experienced the largest change in both HR-QoL (48.7 [26.2]) and SS (51.9 [25.6]) followed by other uterine-sparing treatments. Propensity score weighting revealed all treatments produced substantial improvement, with hysterectomy patients reporting the highest HR-QoL score (92.0 [17.8]) compared with myomectomy (86.7 [17.2]) and UAE (82.6 [21.5]) (p < 0.0001). Similarly, hysterectomy patients reported the lowest SS scores (8.2 [15.1]) compared with myomectomy (16.5 [15.1]) and UAE (19.6 [17.5]) (p < 0.0001). Conclusion: All procedures showed improvement in HR-QoL and reduction in SS score at 12 months, hysterectomy showing maximum improvement. Of importance, at 12 months, patients who underwent either a myomectomy or UAE reported comparable symptom relief and HR-QoL. Clinicaltrials.Gov Identifier: NCT02260752.


Asunto(s)
Leiomioma , Calidad de Vida , Embolización de la Arteria Uterina , Miomectomía Uterina , Neoplasias Uterinas , Femenino , Humanos , Histerectomía , Leiomioma/cirugía , Estudios Prospectivos , Sistema de Registros , Resultado del Tratamiento , Embolización de la Arteria Uterina/psicología , Miomectomía Uterina/psicología , Neoplasias Uterinas/cirugía
20.
Am Heart J ; 255: 117-124, 2023 Jan.
Artículo en Inglés | MEDLINE | ID: mdl-36220357

RESUMEN

BACKGROUND: Appropriate use criteria (AUC) have been developed to promote the rational use of percutaneous coronary intervention (PCI) among clinicians and to provide benchmarking feedback to hospitals. The original AUC were published in 2012 and subsequently updated in 2017 to reflect emerging, contemporary evidence however the degree to which the updated guidance re-classifies PCI appropriateness is unknown. METHODS: Elective PCI cases from March 1, 2018 until June 30, 2021 were identified from within the NCDR CathPCI database. PCI cases were classified as 'appropriate,' 'uncertain' or 'inappropriate' under 2012 AUC and 'appropriate,' 'may be appropriate' or 'rarely appropriate' under 2017 AUC; those with missing data elements were termed 'not mappable.' Groups that 'remained appropriate' (appropriate in both 2012 and 2017), 'became non-appropriate' ('appropriate' in 2012 but became either 'may be appropriate' or 'rarely appropriate in 2017) and 'became appropriate' ('appropriate' in 2017 but were 'uncertain' or 'inappropriate' in 2012) were descriptively compared. Concordance was assessed by calculation of Cohen's Kappa. RESULTS: A total of 245,196 patients underwent elective PCI across 1669 centers. By 2012 AUC, 44% were classified 'appropriate,' 28% were 'uncertain' and 16% were 'inappropriate' compared with 2017 AUC which considered 34% 'appropriate', 56% may be 'appropriate' and 4% 'rarely appropriate'. Overall fair agreement was observed with a Kappa statistic of 0.40 (95%CI 0.396-0.403). Compared with PCI that 'remained appropriate' under the 2017 AUC, PCI that 'became non-appropriate' in 2017 were more likely to be asymptomatic, less likely to be on anti-anginals and less likely to have complex lesions. Compared with PCI that 'became non-appropriate', PCI that 'became appropriate' had a higher proportion of atypical and non-anginal symptoms and were less likely to have had positive functional tests. Procedural related outcomes were similar across all groups. A total of 29 429 PCI (12.0%) were not mappable by 2012 AUC while 16 077 (6.6%) were not mappable by 2017 AUC. CONCLUSIONS: In this contemporary analysis of patients undergoing PCI in the United States, only fair agreement between the 2012 and updated 2017 AUC was observed. While some of this reflects the intention of the updated guidance, the large proportion that were considered 'maybe appropriate' or who 'became non-appropriate' reflect the difficulties of documenting and implementing contemporary AUC guidance.


Asunto(s)
Intervención Coronaria Percutánea , Humanos , Estados Unidos/epidemiología , Intervención Coronaria Percutánea/efectos adversos , Selección de Paciente , Sistema de Registros , Hospitales
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