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1.
Eur Heart J Acute Cardiovasc Care ; 11(7): 584-594, 2022 Jul 21.
Artigo em Inglês | MEDLINE | ID: mdl-35767583

RESUMO

Cardiogenic shock from left ventricular failure is a common presentation in the intensive care unit. In contrast, right ventricular (RV)-predominant heart failure (HF) causing shock is less well recognized. We review the epidemiology and mechanisms of RV-predominant HF and discuss pharmacologic and device-based approaches for the management of this challenging clinical problem.


Assuntos
Insuficiência Cardíaca , Disfunção Ventricular Direita , Insuficiência Cardíaca/complicações , Insuficiência Cardíaca/epidemiologia , Insuficiência Cardíaca/terapia , Ventrículos do Coração , Humanos , Unidades de Terapia Intensiva , Choque Cardiogênico/epidemiologia , Choque Cardiogênico/etiologia , Choque Cardiogênico/terapia , Disfunção Ventricular Direita/complicações , Disfunção Ventricular Direita/epidemiologia , Disfunção Ventricular Direita/terapia
3.
Data Brief ; 32: 106303, 2020 Oct.
Artigo em Inglês | MEDLINE | ID: mdl-32995395

RESUMO

A comprehensive description of the contemporary trends in pulmonary arterial hypertension (PAH) related hospitalizations, associated inpatient outcomes and predictors of worse outcomes were reported in our paper recently published in the International Journal of Cardiology [1]. Our observational analysis utilized ten year of national inpatient sample from January 1st 2007 through December 31st 2016. This Data in Brief companion paper aims to report the specific statistical highlights of the entire ten-year PAH cohort including demographics, hospital characteristics, regional variation, prevalence of comorbidities, and multivariable regression analysis used to examine the factors associated with increased inpatient mortality and prolonged length of stay. Additionally, we report trends in the cost (the actual amount of money reimbursed to the hospitals) of PAH related hospitalizations over the past ten years.

4.
IEEE J Biomed Health Inform ; 24(8): 2347-2358, 2020 08.
Artigo em Inglês | MEDLINE | ID: mdl-31831453

RESUMO

Left ventricular assist devices (LVADs) are an increasingly common therapy for patients with advanced heart failure. However, implantation of the LVAD increases the risk of stroke, infection, bleeding, and other serious adverse events (AEs). Most post-LVAD AEs studies have focused on individual AEs in isolation, neglecting the possible interrelation, or causality between AEs. This study is the first to conduct an exploratory analysis to discover common sequential chains of AEs following LVAD implantation that are correlated with important clinical outcomes. This analysis was derived from 58,575 recorded AEs for 13,192 patients in International Registry for Mechanical Circulatory Support (INTERMACS) who received a continuous-flow LVAD between 2006 and 2015. The pattern mining procedure involved three main steps: (1) creating a bank of AE sequences by converting the AEs for each patient into a single, chronologically sequenced record, (2) grouping patients with similar AE sequences using hierarchical clustering, and (3) extracting temporal chains of AEs for each group of patients using Markov modeling. The mined results indicate the existence of seven groups of sequential chains of AEs, characterized by common types of AEs that occurred in a unique order. The groups were identified as: GRP1: Recurrent bleeding, GRP2: Trajectory of device malfunction & explant, GRP3: Infection, GRP4: Trajectories to transplant, GRP5: Cardiac arrhythmia, GRP6: Trajectory of neurological dysfunction & death, and GRP7: Trajectory of respiratory failure, renal dysfunction & death. These patterns of sequential post-LVAD AEs disclose potential interdependence between AEs and may aid prediction, and prevention, of subsequent AEs in future studies.


Assuntos
Mineração de Dados/métodos , Coração Auxiliar/efeitos adversos , Coração Auxiliar/estatística & dados numéricos , Reconhecimento Automatizado de Padrão/métodos , Doenças Cardiovasculares , Análise por Conglomerados , Falha de Equipamento , Feminino , Hemorragia , Humanos , Masculino , Cadeias de Markov , Informática Médica/métodos , Pessoa de Meia-Idade , Modelos Estatísticos , Insuficiência Respiratória
5.
Curr Hypertens Rep ; 21(6): 45, 2019 04 25.
Artigo em Inglês | MEDLINE | ID: mdl-31025123

RESUMO

PURPOSE OF REVIEW: Pulmonary arterial hypertension (PAH) is a chronic, progressive, and incurable disease with significant morbidity and mortality. Despite increasingly available treatment options, PAH patients continue to experience disease progression and increased rates of hospitalizations due to right heart failure. Physician's ability to comprehensively assess PAH patients, determine prognosis, and monitor disease progression and response to treatment remains critical in optimizing outcomes. RECENT FINDINGS: Risk assessment in PAH should include a range of clinical, hemodynamic, and exercise parameters, performed in a serial fashion over the course of treatment. Approaches to risk assessment in PAH patients include the use of risk variables, scores, and equations that stratify the impact of both modifiable (e.g., 6-min walk distance, functional class, brain natriuretic peptide), and non-modifiable (e.g., age, gender, PAH etiology) risk factors. Such tools allow physicians to better determine prognosis, allocate treatment resources, and enhance the consistency of treatment approaches across providers. Comprehensive and accurate risk prediction is essential to make individualized treatment decisions and optimizing outcomes in PAH.


Assuntos
Hipertensão Arterial Pulmonar/diagnóstico , Medição de Risco/métodos , Índice de Gravidade de Doença , Algoritmos , Árvores de Decisões , Humanos , Estimativa de Kaplan-Meier , Prognóstico , Hipertensão Arterial Pulmonar/epidemiologia , Hipertensão Arterial Pulmonar/mortalidade
6.
ASAIO J ; 65(5): 436-441, 2019 07.
Artigo em Inglês | MEDLINE | ID: mdl-30688695

RESUMO

Current risk stratification models to predict outcomes after a left ventricular assist device (LVAD) are limited in scope. We assessed the performance of Bayesian models to stratify post-LVAD mortality across various International Registry for Mechanically Assisted Circulatory Support (INTERMACS or IM) Profiles, device types, and implant strategies. We performed a retrospective analysis of 10,206 LVAD patients recorded in the IM registry from 2012 to 2016. Using derived Bayesian algorithms from 8,222 patients (derivation cohort), we applied the risk-prediction algorithms to the remaining 2,055 patients (validation cohort). Risk of mortality was assessed at 1, 3, and 12 months post implant according to disease severity (IM profiles), device type (axial versus centrifugal) and strategy (bridge to transplantation or destination therapy). Fifteen percentage (n = 308) were categorized as IM profile 1, 36% (n = 752) as profile 2, 33% (n = 672) as profile 3, and 15% (n = 311) as profile 4-7 in the validation cohort. The Bayesian algorithms showed good discrimination for both short-term (1 and 3 months) and long-term (1 year) mortality for patients with severe HF (Profiles 1-3), with the receiver operating characteristic area under the curve (AUC) between 0.63 and 0.74. The algorithms performed reasonably well in both axial and centrifugal devices (AUC, 0.68-0.74), as well as bridge to transplantation or destination therapy indication (AUC, 0.66-0.73). The performance of the Bayesian models at 1 year was superior to the existing risk models. Bayesian algorithms allow for risk stratification after LVAD implantation across different IM profiles, device types, and implant strategies.


Assuntos
Insuficiência Cardíaca/cirurgia , Ventrículos do Coração/cirurgia , Coração Auxiliar/efeitos adversos , Medição de Risco/métodos , Algoritmos , Área Sob a Curva , Teorema de Bayes , Bases de Dados Factuais , Desenho de Equipamento , Feminino , Humanos , Cooperação Internacional , Estimativa de Kaplan-Meier , Masculino , Pessoa de Meia-Idade , Curva ROC , Sistema de Registros , Estudos Retrospectivos , Estados Unidos
7.
Crit Care Clin ; 34(3): 479-492, 2018 Jul.
Artigo em Inglês | MEDLINE | ID: mdl-29907278

RESUMO

The clinical use of left ventricular assist devices (LVADs) in the growing epidemic of heart failure has improved quality of life and long-term survival for this otherwise devastating disease. The current generation of commercially available devices offers a smaller profile that simplifies surgical implantation, a design that optimizes blood flow characteristics, with less adverse events and improved durability than their predecessors. Despite this, the risk for adverse events remains significant, as do burdens for patients and their caregivers. Appropriate patient selection remains key to optimal LVAD outcomes.


Assuntos
Insuficiência Cardíaca/terapia , Coração Auxiliar , Seleção de Pacientes , Análise Custo-Benefício , Insuficiência Cardíaca/fisiopatologia , Transplante de Coração , Coração Auxiliar/efeitos adversos , Coração Auxiliar/economia , Humanos , Assistência Centrada no Paciente , Implantação de Prótese/métodos , Qualidade de Vida , Medição de Risco , Volume Sistólico , Disfunção Ventricular Direita/etiologia , Disfunção Ventricular Direita/prevenção & controle
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