Association Between Coffee Intake and Incident Heart Failure Risk: A Machine Learning Analysis of the FHS, the ARIC Study, and the CHS.

Journal: Circulation. Heart failure
PMID: 33557575

Abstract

BACKGROUND: Coronary heart disease, heart failure (HF), and stroke are complex diseases with multiple phenotypes. While many risk factors for these diseases are well known, investigation of as-yet unidentified risk factors may improve risk assessment and patient adherence to prevention guidelines. We investigated the diet domain in FHS (Framingham Heart Study), CHS (Cardiovascular Heart Study), and the ARIC study (Atherosclerosis Risk in Communities) to identify potential lifestyle and behavioral factors associated with coronary heart disease, HF, and stroke.

Authors

  • Laura M Stevens
    Division of Cardiology, University of Colorado School of Medicine, Aurora, CO (L.M.S., D.P.K.).
  • Erik Linstead
    Schmid College of Science and Technology, Chapman University, Orange, CA, USA.
  • Jennifer L Hall
    Institute for Precision Cardiovascular Medicine at the American Heart Association, Dallas, TX (L.M.S., J.L.H.).
  • David P Kao
    Division of Cardiology, Department of Medicine, University of Colorado School of Medicine, Aurora, CO.

Keywords

External Resources

Popular Topics
Recent Journals