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The Population Burden of Heart Failure Attributable to Modifiable Risk Factors: The ARIC (Atherosclerosis Risk in Communities) Study


Avery, Christy L.; Loehr, Laura R.; Baggett, Christopher D.; Chang, Patricia P.; Kucharska-Newton, Anna M.; Matsushita, Kunihiro; Rosamond, Wayne D.; & Heiss, Gerardo M. (2012). The Population Burden of Heart Failure Attributable to Modifiable Risk Factors: The ARIC (Atherosclerosis Risk in Communities) Study. Journal of the American College of Cardiology, 60(17), 1640-1646. PMCID: PMC3653309


OBJECTIVES: The goal of this study was to estimate the population burden of heart failure and the influence of modifiable risk factors.
BACKGROUND: Heart failure is a common, costly, and fatal disorder, yet few studies have evaluated the population-level influence of modifiable risk factors.
METHODS: From 14,709 ARIC (Atherosclerosis Risk in Communities) study participants, we estimated incidence rate differences (IRD) for the association between 5 modifiable risk factors (cigarette smoking, diabetes, elevated low-density lipoproteins, hypertension, and obesity) and heart failure. Potential impact fractions were used to measure expected changes in the heart failure incidence assuming achievement of a 5% proportional decrement in the prevalence of each risk factor.
RESULTS: Over an average of 17.6 years of follow-up, 1 in 3 African American and 1 in 4 Caucasian participants were hospitalized with heart failure, defined as the first hospitalization with International Classification of Diseases, Ninth Revision discharge codes of 428.x. Of the 5 modifiable risk factors, the largest IRD was observed for diabetes, which was associated with 1,058 (95% confidence interval [CI]: 787 to 1,329) and 660 (95% CI: 514 to 805) incident hospitalizations of heart failure/100,000 person-years among African-American and Caucasian participants, respectively. A 5% proportional reduction in the prevalence of diabetes would result in approximately 53 and 33 fewer incident heart failure hospitalizations per 100,000 person-years in African-American and Caucasian ARIC participants, respectively. When applied to U.S. populations, this reduction may prevent approximately 30,000 incident cases of heart failure annually.
CONCLUSIONS: Modest decrements in the prevalence of modifiable heart failure risk factors such as diabetes may substantially decrease the incidence of this major disease.


Reference Type

Journal Article

Year Published


Journal Title

Journal of the American College of Cardiology


Avery, Christy L.
Loehr, Laura R.
Baggett, Christopher D.
Chang, Patricia P.
Kucharska-Newton, Anna M.
Matsushita, Kunihiro
Rosamond, Wayne D.
Heiss, Gerardo M.