Background Whether coronary artery disease (CAD) is a significant risk factor for heart failure (HF) with preserved ejection fraction (HFpEF) is unclear. Methods and Results Among 9902 participants in the ARIC (Atherosclerosis Risk in Communities) study, we assessed the association of incident CAD with subsequent incident HFpEF (left ventricular ejection fraction [≥50%]) and HF with reduced ejection fraction (HFrEF; left ventricular ejection fraction 1 year post‐CAD event, adjusted incidence of HFrEF and HFpEF were similar (7.2 [95% CI, 5.2–10.0] and 6.7 [4.8–9.2] per 1000 person‐years, respectively) and CAD remained predictive of both (HFrEF: hazard ratio, 2.76 [95% CI, 1.99–3.84]; HFpEF: 1.85 [1.35–2.54]) after adjusting for demographics and common comorbidities. Among 4779 HF‐free participants at Visit 5 (2011–2013), the 490 with prevalent CAD had lower left ventricular ejection fraction and higher left ventricular mass index, E/e’, and left atrial volume index (all P
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