Risk stratification in women enrolled in the Acute Decompensated Heart Failure National Registry Emergency Module (ADHERE-EM).

OBJECTIVES It has been reported that the mortality risk for heart failure differs between men and women. It has been postulated that this is due to differences in comorbid features. Variation in risk profiles by gender may limit the performance of stratification algorithms available for heart failure in women. This analysis examined the ability of a published risk stratification model to predict outcomes in women. METHODS The Acute Decompensated Heart Failure National Registry Emergency Module (ADHERE-EM) database was used. Characteristics, treatments, and outcomes for men and women were compared. The ADHERE registry classification and regression tree (CART) analysis was used for the risk stratification evaluation. RESULTS Of 10,984 ADHERE-EM patients, 5,736 (52.2%) were women. In-hospital mortality was similar between men and women (p = 0.727). Significant differences (p < 0.0002) were noted by gender in all three variables in the CART model (blood urea nitrogen [BUN] > or = 43 mg/dL, systolic blood pressure < 115 mm Hg, and serum creatinine > or = 2.75 mg/dL). However, the CART model effectively stratified both genders into distinct risk groups with no significant difference in mortality by gender within stratified groups. CONCLUSIONS The ADHERE Registry CART tool is effective at predicting risk in ED patients, regardless of gender.

[1]  K. Furie,et al.  Heart disease and stroke statistics--2007 update: a report from the American Heart Association Statistics Committee and Stroke Statistics Subcommittee. , 2008, Circulation.

[2]  C. Mueller,et al.  Gender-specific risk stratification with B-type natriuretic peptide levels in patients with acute dyspnea: insights from the B-type natriuretic peptide for acute shortness of breath evaluation study. , 2006, Journal of the American College of Cardiology.

[3]  M. Podgornik,et al.  2004 National Hospital Discharge Survey. , 2006, Advance data.

[4]  W. Peacock,et al.  ED patients with heart failure: identification of an observational unit-appropriate cohort. , 2006, The American journal of emergency medicine.

[5]  G. Fonarow,et al.  Gender differences in in-hospital management and outcomes in patients with decompensated heart failure: analysis from the Acute Decompensated Heart Failure National Registry (ADHERE). , 2006, Journal of cardiac failure.

[6]  M. Galvao Reshaping Our Perception of the Typical Hospitalized Heart Failure Patient: A Gender Analysis of Data From the ADHERE Heart Failure Registry , 2005, The Journal of cardiovascular nursing.

[7]  John Burkhardt,et al.  Predictors of emergency department observation unit outcomes. , 2005, Academic emergency medicine : official journal of the Society for Academic Emergency Medicine.

[8]  U. Jorde,et al.  Anemia, chronic heart failure, and the impact of male vs. female gender. , 2005, Congestive heart failure.

[9]  M. Hess,et al.  Gender and its effect in cardiovascular pharmacotherapeutics: recent considerations. , 2005, Congestive heart failure.

[10]  William T. Abraham,et al.  Risk stratification for in-hospital mortality in acutely decompensated heart failure. Classification and regression tree analysis , 2005 .

[11]  L. Newby,et al.  Gender disparities in the diagnosis and treatment of non-ST-segment elevation acute coronary syndromes: large-scale observations from the CRUSADE (Can Rapid Risk Stratification of Unstable Angina Patients Suppress Adverse Outcomes With Early Implementation of the American College of Cardiology/Ameri , 2005, Journal of the American College of Cardiology.

[12]  K. Adams,et al.  Characteristics and outcomes of patients hospitalized for heart failure in the United States: rationale, design, and preliminary observations from the first 100,000 cases in the Acute Decompensated Heart Failure National Registry (ADHERE). , 2005, American heart journal.

[13]  D. Nau,et al.  Sex disparity in the management of dyslipidemia among patients with type 2 diabetes mellitus in a managed care organization. , 2005, The American journal of managed care.

[14]  Susan Joseph,et al.  Heart failure survival score continues to predict clinical outcomes in patients with heart failure receiving beta-blockers. , 2004, The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation.

[15]  L. Lund,et al.  Heart failure in women. , 2004, The Medical clinics of North America.

[16]  Graves Ej,et al.  National Hospital Discharge Survey , 2004 .

[17]  M. J. Hall,et al.  2002 National Hospital Discharge Survey. , 2004, Advance data.

[18]  I. Piña,et al.  Is it important to examine gender differences in the epidemiology and outcome of severe heart failure? , 2004, The Journal of thoracic and cardiovascular surgery.

[19]  Constance K Haan,et al.  Evidence-Based Guidelines for Cardiovascular Disease Prevention in Women , 2004, Arteriosclerosis, thrombosis, and vascular biology.

[20]  C. O'connor,et al.  Relationship between heart failure treatment and development of worsening renal function among hospitalized patients. , 2004, American heart journal.

[21]  M. Domanski,et al.  Prevalence and predictors of heart failure with preserved systolic function: community hospital admissions of a racially and gender diverse elderly population. , 2004, Journal of cardiac failure.

[22]  C. O'connor,et al.  Incidence, predictors at admission, and impact of worsening renal function among patients hospitalized with heart failure. , 2004, Journal of the American College of Cardiology.

[23]  G. L’italien,et al.  The expanding national burden of heart failure in the United States: the influence of heart failure in women. , 2004, American heart journal.

[24]  L. Køber,et al.  Female sex is associated with a better long-term survival in patients hospitalized with congestive heart failure. , 2004, European heart journal.

[25]  Constance K Haan,et al.  Evidence-based guidelines for cardiovascular disease prevention in women. , 2004, Circulation.

[26]  C. Yancy,et al.  Gender differences in advanced heart failure: insights from the BEST study. , 2003, Journal of the American College of Cardiology.

[27]  Peter C Austin,et al.  Predicting mortality among patients hospitalized for heart failure: derivation and validation of a clinical model. , 2003, JAMA.

[28]  Hsueh-Wen Chang,et al.  Risk Stratification of In-Hospital Mortality in Patients Hospitalized for Chronic Congestive Heart Failure Secondary to Non-Ischemic Cardiomyopathy , 2003, Cardiology.

[29]  M. Martínez‐Sellés,et al.  Systolic dysfunction is a predictor of long term mortality in men but not in women with heart failure. , 2003, European heart journal.

[30]  Harlan M Krumholz,et al.  Most hospitalized older persons do not meet the enrollment criteria for clinical trials in heart failure. , 2003, American heart journal.

[31]  H. Krum,et al.  Demographics and concomitant disorders in heart failure , 2003, The Lancet.

[32]  Paul G Shekelle,et al.  Efficacy of angiotensin-converting enzyme inhibitors and beta-blockers in the management of left ventricular systolic dysfunction according to race, gender, and diabetic status: a meta-analysis of major clinical trials. , 2003, Journal of the American College of Cardiology.

[33]  J. Murabito,et al.  Lifetime Risk for Developing Congestive Heart Failure: The Framingham Heart Study , 2002, Circulation.

[34]  Harlan M Krumholz,et al.  Representation of the elderly, women, and minorities in heart failure clinical trials. , 2002, Archives of internal medicine.

[35]  I. Piña,et al.  Metoprolol CR/XL in Female Patients With Heart Failure: Analysis of the Experience in Metoprolol Extended-Release Randomized Intervention Trial in Heart Failure (MERIT-HF) , 2002, Circulation.

[36]  T. Simon,et al.  Sex Differences in the Prognosis of Congestive Heart Failure: Results From the Cardiac Insufficiency Bisoprolol Study (CIBIS II) , 2001, Circulation.

[37]  E. Philbin,et al.  Systolic versus diastolic heart failure in community practice: clinical features, outcomes, and the use of angiotensin-converting enzyme inhibitors. , 2000, The American journal of medicine.

[38]  A. Burger,et al.  Gender‐Related Differences in Modulation of Heart Rate in Patients with Congestive Heart Failure , 2000, Journal of cardiovascular electrophysiology.

[39]  D. Bell,et al.  Myocardial Infarction in Women: A Critical Appraisal of Gender Differences in Outcomes , 2000, Pharmacotherapy.

[40]  Lucila Ohno-Machado,et al.  Risk stratification in heart failure using artificial neural networks , 2000, AMIA.

[41]  M. Mejhert,et al.  Diagnostic tests, treatment and follow‐up in heart failure patients — is there a gender bias in the coherence to guidelines? , 1999, European journal of heart failure.

[42]  C. di Loreto,et al.  Myocyte death in the failing human heart is gender dependent. , 1999, Circulation research.

[43]  G. Koch,et al.  Gender differences in survival in advanced heart failure. Insights from the FIRST study. , 1999, Circulation.

[44]  K. Bailey,et al.  Use of echocardiography in the management of congestive heart failure in the community. , 1999, Journal of the American College of Cardiology.

[45]  J H Patterson,et al.  Relation between gender, etiology and survival in patients with symptomatic heart failure. , 1996, Journal of the American College of Cardiology.

[46]  D. Levy,et al.  Sex differences in cardiac adaptation to isolated systolic hypertension. , 1993, The American journal of cardiology.

[47]  P. Buttrick,et al.  Sex-associated differences in left ventricular function in aortic stenosis of the elderly. , 1992, Circulation.

[48]  W. Kannel,et al.  Role of diabetes in congestive heart failure: the Framingham study. , 1974, The American journal of cardiology.