American Journal of Cardiology
Volume 107, Issue 1 , Pages 85-91, January 2011

A Clinical Risk Score for Atrial Fibrillation in a Biracial Prospective Cohort (from the Atherosclerosis Risk In Communities [ARIC] Study)

  • Alanna M. Chamberlain, PhD, MPH

      Affiliations

    • Department of Health Sciences Research, Mayo Clinic, Rochester, Minnesota
    • Corresponding Author InformationCorresponding author: Tel: (507) 293-1384; fax: (507) 284-1516
  • ,
  • Sunil K. Agarwal, MD, MPH

      Affiliations

    • Department of Epidemiology, University of North Carolina Gillings School of Global Public Health, Chapel Hill, North Carolina
  • ,
  • Aaron R. Folsom, MD, MPH

      Affiliations

    • Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota
  • ,
  • Elsayed Z. Soliman, MD, MSc, MS

      Affiliations

    • Department of Epidemiology, Division of Public Health Sciences, Wake Forest University School of Medicine, Winston-Salem, North Carolina
  • ,
  • Lloyd E. Chambless, PhD

      Affiliations

    • Department of Biostatistics, University of North Carolina, Chapel Hill, North Carolina
  • ,
  • Richard Crow, MD

      Affiliations

    • Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota
  • ,
  • Marietta Ambrose, MD

      Affiliations

    • Johns Hopkins Bloomberg School of Public Health, Baltimore, Maryland
  • ,
  • Alvaro Alonso, MD, PhD

      Affiliations

    • Division of Epidemiology and Community Health, University of Minnesota School of Public Health, Minneapolis, Minnesota
    • Department of Preventive Medicine and Public Health, University of Navarra School of Medicine, Pamplona, Spain

Received 7 June 2010; received in revised form 17 August 2010; accepted 17 August 2010.

A risk score for atrial fibrillation (AF) has been developed by the Framingham Heart Study; however, the applicability of this risk score, derived using data from white patients, to predict new-onset AF in nonwhites is uncertain. Therefore, we developed a 10-year risk score for new-onset AF from risk factors commonly measured in clinical practice using 14,546 subjects from the Atherosclerosis Risk In Communities (ARIC) study, a prospective community-based cohort of blacks and whites in the United States. During 10 years of follow-up, 515 incident AF events occurred. The following variables were included in the AF risk score: age, race, height, smoking status, systolic blood pressure, hypertension medication use, precordial murmur, left ventricular hypertrophy, left atrial enlargement, diabetes, coronary heart disease, and heart failure. The area under the receiver operating characteristics curve (AUC) of a Cox regression model that included the previous variables was 0.78, suggesting moderately good discrimination. The point-based score developed from the coefficients in the Cox model had an AUC of 0.76. This clinical risk score for AF in the Atherosclerosis Risk In Communities cohort compared favorably with the Framingham Heart Study's AF (AUC 0.68), coronary heart disease (CHD) (AUC 0.63), and hard CHD (AUC 0.59) risk scores and the Atherosclerosis Risk In Communities CHD risk score (AUC 0.58). In conclusion, we have developed a risk score for AF and have shown that the different pathophysiologies of AF and CHD limit the usefulness of a CHD risk score in identifying subjects at greater risk of AF.

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 The Atherosclerosis Risk In Communities Study was performed as a collaborative study supported by Grants N01-HC-55015, N01-HC-55016, N01-HC-55018, N01-HC-55019, N01-HC-55020, N01-HC-55021, and N01-HC-55022 from the National Heart, Lung, and Blood Institute, Bethesda, Maryland. Dr. Chamberlain was supported by Grant T32-HL-007779 from the National Heart, Lung, and Blood Institute, Bethesda, Maryland. This study was further supported by Grant 09SDG2280087 from the American Heart Association, Dallas, Texas, and Grants RC1HL099452 and RC1HL101056 from National Heart, Lung, and Blood Institute, Bethesda, Maryland.

PII: S0002-9149(10)01732-7

doi:10.1016/j.amjcard.2010.08.049

American Journal of Cardiology
Volume 107, Issue 1 , Pages 85-91, January 2011