Does Characterization of Phenotypic Heterogeneity Provide Mechanistic Insights or Influence the Response to Treatment? Experience in Positive and Neutral Trials in Patients With Heart Failure and a Preserved Ejection Fraction

M Milton Packer (From Baylor University Medical Center, Dallas (M.P.); Imperial College, London (M.P.); RHJ Department of Veterans Affairs, Health System and Medical University of South Carolina, Charleston (M.R.Z., S.E.L.); the Cardiovascular Division, Department of Medicine, University of Virginia Health System, Charlottesville (C.M.K.); Flourish Research, Boca Raton, FL (S.J.B.); the Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland (V.M.); the Department of Cardiology, Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital, Fudan University, Shanghai, China (J.G.); Eli Lilly, Indianapolis (G.J.W., Y.O., M.C.B., K.C.H., M.M.); and the Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN (B.A.B.).) G Gabriele G. Schiattarella (Max Rubner Center for Cardiovascular Metabolic Renal Research (MRC), Deutsches Herzzentrum der Charité (DHZC), Charité-Universitätsmedizin Berlin, Germany (G.G.S.).) M Mark C. Petrie D Daniel Burkhoff (Cardiovascular Research Foundation, New York, NY (D.B.).) J Javed Butler C Carolyn S.P. Lam (National Heart Centre Singapore, Singapore) F Faiez Zannad M Muthiah Vaduganathan (Division of Cardiovascular Medicine Brigham and Women’s Hospital, Harvard Medical School, Boston, MA (M.V.).) B Barry A. Borlaug (From Baylor University Medical Center, Dallas (M.P.); Imperial College, London (M.P.); RHJ Department of Veterans Affairs, Health System and Medical University of South Carolina, Charleston (M.R.Z., S.E.L.); the Cardiovascular Division, Department of Medicine, University of Virginia Health System, Charlottesville (C.M.K.); Flourish Research, Boca Raton, FL (S.J.B.); the Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland (V.M.); the Department of Cardiology, Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital, Fudan University, Shanghai, China (J.G.); Eli Lilly, Indianapolis (G.J.W., Y.O., M.C.B., K.C.H., M.M.); and the Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN (B.A.B.).)

Abstract

At a time when there was no unifying hypothesis and no broadly effective treatments for heart failure with a preserved ejection fraction (HFpEF), it was proposed that HFpEF represented a multitude of different disorders. Accordingly, characterization of phenotypic heterogeneity was envisioned as a means of identifying novel causal pathways that could lead to new treatments while simultaneously discerning patients who would selectively benefit from a specific therapy. However, efforts over the past decade to characterize phenotypic diversity in diverse and complex ways have not achieved these goals. Subgroup analyses of neutral HFpEF trials have failed to reliably identify responders to treatments. Neither proteomics nor unsupervised cluster analysis across multiple phenotypic domains has yielded reproducible results (even in the same dataset), elucidated novel mechanistic pathways for new drug development, or identified patients most likely to benefit from treatment. In marked contrast to these efforts to characterize phenotypic heterogeneity, large-scale trials in HFpEF enrolled patients using broad eligibility criteria, and they established the benefits of sodium-glucose cotransporter 2 inhibitors and mineralocorticoid receptor antagonists without evidence for subgroup effects. However, it is noteworthy that patients enrolled in recent large-scale HFpEF trials were characterized by general uniformity with respect to the presence of excess adiposity, with central obesity being a feature of the vast majority of enrolled participants. Of note, patients with obesity showed particularly large benefits when treated with effective drugs for HFpEF. These observations raise the possibility that, if these trials had permitted the participation of patients with class III obesity or with lower natriuretic peptide levels, the magnitude of the observed treatment effects might have been greater than originally reported. These findings are consistent with a central role for visceral adiposity (and the secretion of an altered suite of adipokines) in the pathogenesis of HFpEF. Therefore, because the field of HFpEF has a unifying hypothesis (applicable to the large majority of patients), enrolled a broad population of patients in large-scale trials without subgroup interactions, and has several broadly applicable effective treatments (as is true for heart failure with a reduced ejection fraction), the motivation to characterize phenotypic heterogeneity in HFpEF in complex ways may no longer be supported or needed.

Article Details

Journal Circulation
Volume / Issue Vol. 154, Issue 3
Published July 21, 2026
Pages 271-287
ISSN 0009-7322
Publisher Lippincott Williams & Wilkins

Journal Info

Circulation

Lippincott Williams & Wilkins

ISSN: 0009-7322 Health Sciences

Authors (9)

M

Milton Packer

From Baylor University Medical Center, Dallas (M.P.); Imperial College, London (M.P.); RHJ Department of Veterans Affairs, Health System and Medical University of South Carolina, Charleston (M.R.Z., S.E.L.); the Cardiovascular Division, Department of Medicine, University of Virginia Health System, Charlottesville (C.M.K.); Flourish Research, Boca Raton, FL (S.J.B.); the Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland (V.M.); the Department of Cardiology, Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital, Fudan University, Shanghai, China (J.G.); Eli Lilly, Indianapolis (G.J.W., Y.O., M.C.B., K.C.H., M.M.); and the Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN (B.A.B.).

G

Gabriele G. Schiattarella

Max Rubner Center for Cardiovascular Metabolic Renal Research (MRC), Deutsches Herzzentrum der Charité (DHZC), Charité-Universitätsmedizin Berlin, Germany (G.G.S.).

M

Mark C. Petrie

D

Daniel Burkhoff

Cardiovascular Research Foundation, New York, NY (D.B.).

J

Javed Butler

C

Carolyn S.P. Lam

National Heart Centre Singapore, Singapore

F

Faiez Zannad

M

Muthiah Vaduganathan

Division of Cardiovascular Medicine Brigham and Women’s Hospital, Harvard Medical School, Boston, MA (M.V.).

B

Barry A. Borlaug

From Baylor University Medical Center, Dallas (M.P.); Imperial College, London (M.P.); RHJ Department of Veterans Affairs, Health System and Medical University of South Carolina, Charleston (M.R.Z., S.E.L.); the Cardiovascular Division, Department of Medicine, University of Virginia Health System, Charlottesville (C.M.K.); Flourish Research, Boca Raton, FL (S.J.B.); the Department of Cardiovascular Medicine, Cleveland Clinic Foundation, Cleveland (V.M.); the Department of Cardiology, Shanghai Institute of Cardiovascular Diseases, Zhongshan Hospital, Fudan University, Shanghai, China (J.G.); Eli Lilly, Indianapolis (G.J.W., Y.O., M.C.B., K.C.H., M.M.); and the Department of Cardiovascular Medicine, Mayo Clinic, Rochester, MN (B.A.B.).