Heart Failure V: Medical Management
Heart Failure II: Pathophysiology
Heart Failure I: Introduction
Heart Failure III: Clinical Manifestations
Heart Failure IV: Classification and Diagnostic Evaluation
Pathophysiology of Heart Failure
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Updated: Mar 13, 2026

Lumped-Parameter and Finite Element Modeling of Heart Failure with Preserved Ejection Fraction
Published on: February 13, 2021
Javed Butler1, Carine E Hamo2, James E Udelson2
1From the Department of Medicine, Stony Brook University, NY (J.B., C.E.H.); Division of Cardiology, Tufts Medical Center, Tufts University School of Medicine, Boston, MA (J.E.U.); Division of Cardiology, University of Michigan School of Medicine, Ann Arbor (B.P.); Division of Cardiology (C.Y., S.J.S.) and Center for Cardiovascular Innovation (M.G.), Feinberg School of Medicine, Northwestern University, Chicago, IL; Division of Cardiovascular Sciences, National Heart, Lung, and Blood Institute, National Institutes of Health, Bethesda, MD (P.D.-N); Merck & Co, Kenilworth, NJ (H.S.B.); Medtronic, Mounds View, MN (R.L.C., J.J.S.); Amgen Inc, Thousand Oaks, CA (C.D., A.H., J.M.); Bayer Pharma AG, Wuppertal, Germany (W.D., F.K., K.L., L.R., S.R.); Department of Cardiology, HELIOS Clinic Wuppertal, University Hospital Witten/Herdecke, Germany (W.D.); Novartis Pharmaceuticals Inc, East Hanover, NJ (P.K.-M., M.L., S.M.); Clinical Research in Cardiovascular Disease Division, Merck Research Laboratories, Rahway, NJ (M.J.P.); AstraZeneca Global Medicines Development, Gaithersburg, MD (P.S.P.); Boehringer Ingelheim Pharmaceuticals Inc, Ridgefield, CT (A.S.); Dipartimento Cardiovascolare, Azienda Ospedaliera Papa Giovannni XXIII, Bergamo, Italy (M.S.); Department of Medical Sciences, IRCCS San Raffaele Pisana, Roma, Italy (G.R.); Cardiovascular and Cell Science Institute, St George's University of London, United Kingdom (G.R.); Division of Cardiovascular and Renal Products, the United States Food and Drug Administration, Silver Spring, MD (P.D., N.S.); Innovative Clinical Trials, Department of Cardiology and Pneumology, University Medical Center Göttingen (UMG), Germany (S.D.A.); and Medical University of South Carolina and RHJ Department of Veterans Administration Medical Center, Charleston (M.R.Z.). javed.butler@stonybrookmedicine.edu.
Heart failure with preserved ejection fraction (HFpEF) affects many elderly patients, with no current drugs improving survival. New drug development should also focus on improving patient quality of life and function.
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