A multivariate model for predicting mortality in patients with heart failure and systolic dysfunction.

BACKGROUND Heart failure is a leading cause of morbidity and mortality, but there are no reliable models based on readily available clinical variables to predict outcomes in patients taking angiotensin-converting enzyme (ACE) inhibitors. METHODS A multivariate statistical model to predict mortality was developed in a random sample (n = 4277 patients [67%]) of the 6422 patients enrolled in the Digitalis Investigation Group trial who had a depressed ejection fraction (<or=45%), were in sinus rhythm, and were taking ACE inhibitors. The model was then validated in the remaining 2145 patients. RESULTS Total mortality in the derivation sample was 11.2% (n = 480) at 12 months and 29.9% (n = 1277) at 36 months. Lower ejection fraction, worse renal function, cardiomegaly, worse functional class, signs or symptoms of heart failure, lower blood pressure, and lower body mass index were associated with reduced 12-month survival. This model provided good predictions of mortality in the verification sample. The same variables, along with age and the baseline use of nitrates, were also predictive of 36-month mortality. CONCLUSION Routine clinical variables can be used to predict short- and long-term mortality in patients with heart failure and systolic dysfunction who are treated with ACE inhibitors.

[1]  D. M. Barr,et al.  Rationale, design, implementation, and baseline characteristics of patients in the DIG trial: a large, simple, long-term trial to evaluate the effect of digitalis on mortality in heart failure. , 1996, Controlled clinical trials.

[2]  J. Cohn,et al.  Prognosis in congestive heart failure. , 1996, Annual review of medicine.

[3]  Graves Ej,et al.  National Hospital Discharge Survey: annual summary, 1992. , 1994, Vital and health statistics. Series 13, Data from the National Health Survey.

[4]  P. Armstrong,et al.  A systematic review of randomized trials of disease management programs in heart failure. , 2001, The American journal of medicine.

[5]  I. Piña,et al.  Evaluating quality of care for patients with heart failure. , 2000, Circulation.

[6]  I. Piña,et al.  Erratum: 'Evaluating quality of care for patients with heart failure' (Circulation (2000) 101 (e122-e140)) , 2000 .

[7]  M. Drazner,et al.  Prognostic importance of elevated jugular venous pressure and a third heart sound in patients with heart failure. , 2001, The New England journal of medicine.

[8]  C M O'Connor,et al.  Clinical determinants of mortality in patients with angiographically diagnosed ischemic or nonischemic cardiomyopathy. , 1997, Journal of the American College of Cardiology.

[9]  E. J. Brown,et al.  The effect of digoxin on mortality and morbidity in patients with heart failure. , 1997, The New England journal of medicine.

[10]  S. Yusuf,et al.  Overview of Randomized Trials of Angiotensin-Converting Enzyme Inhibitors on Mortality and Morbidity in Patients With Heart Failure , 1995 .

[11]  Eric J. Eichhorn Prognosis determination in heart failure. , 2001, The American journal of medicine.

[12]  D. Levy,et al.  Survival After the Onset of Congestive Heart Failure in Framingham Heart Study Subjects , 1993, Circulation.

[13]  M. Drazner,et al.  Prognostic impact of diabetes mellitus in patients with heart failure according to the etiology of left ventricular systolic dysfunction. , 2001, Journal of the American College of Cardiology.

[14]  Lawrence Joseph,et al.  β-Blockers in Congestive Heart Failure: A Bayesian Meta-Analysis , 2001 .

[15]  M. Domanski,et al.  The prognostic implications of renal insufficiency in asymptomatic and symptomatic patients with left ventricular systolic dysfunction. , 2000, Journal of the American College of Cardiology.

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

[17]  R M Lang,et al.  The Relationship Between Cardiothoracic Ratio and Left Ventricular Ejection Fraction in Congestive Heart Failure , 1998 .

[18]  Roger B. Davis,et al.  Resource Use and Survival of Patients Hospitalized with Congestive Heart Failure: Differences in Care by Specialty of the Attending Physician , 2000, Annals of Internal Medicine.

[19]  F. Linder,et al.  National Health Survey; established in 1956, it is measuring levels, trends, and social consequences of various illnesses. , 1958, Science.

[20]  Moskowitz,et al.  beta-Blockers in congestive heart failure. , 1999 .

[21]  R. Bonow,et al.  Chronic heart failure in the United States: a manifestation of coronary artery disease. , 1998, Circulation.

[22]  C Berzuini,et al.  Value of right ventricular ejection fraction in predicting short-term prognosis of patients with severe chronic heart failure. , 1997, The Journal of heart and lung transplantation : the official publication of the International Society for Heart Transplantation.